# CS\&D 503: Neural Mechanisms of Speech, Hearing and Language | UW–Madison [View on UW Courses](https://uwcourses.com/courses/CS%26D_503) ## 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 1c1c49a55f183899471faf8e872b288b4acf4ab85fc02a216b1ed3cdd81426d8 ### course id CS\&D 503 ### course uid course\_fb04b40cc4fef0cd8a519e36 ### catalog version id 7088282c3501c8bcbf75f996178bc45e1c99ed7e6f1dc63bc605d0fb14d7d354 ### course number 503 ### subjects * CS\&D ### title NEURAL MECHANISMS OF SPEECH, HEARING AND LANGUAGE ### description Basic neuroanatomical and neurophysiological mechanisms underlying the communication process. Neuropathologies and their associated communication disorders. ### requirements text (Declared in Biology or Neurobiology) and (CS\&D 210orPSYCH/​ZOOLOGY  523), or declared in Communication Sciences Disorders MS ### credits min 3 ### credits max 3 ### credit offering ids * 1272:252:004017 ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id 13c0474d34e2b6cc768550b81dfaa9b52f5650c98974cc1725cbb818a02ffff8 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary Covers neural mechanisms of speech, hearing, and language, including neuroanatomical, neurophysiological, and pathological aspects of communication disorders. ### llm topics * Neuroanatomical and neurophysiological mechanisms of communication * Neuropathologies and communication disorders ### llm skills * Understanding neuroanatomical and neurophysiological mechanisms of communication. * Identifying neuropathologies and associated communication disorders. ### llm assumed background * Foundational knowledge of neural anatomy, physiology, and neurophysiology related to communication. ### llm search phrases * neural mechanisms speech hearing language * neuroanatomical communication disorders * neurophysiology communication * CS\&D 503 neural basis ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash 2a9694df88eb159cc348bd7118b2c5b6bfc30f65aa200aba99736a8402c7aa15 #### course id CS\&D 503 #### current instructors ```json [ { "instructor_uid": "instructor_41350ec9178f1f8981a2ad61", "message": "No course-specific reviews available", "name": "Nike Gnanateja Gurindapalli", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [ { "citations": [ { "course_id": "CS&D 503", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "6de05aa6-3054-3935-a2fc-37803f484ad1", "source_record": { "entity_id": "6de05aa6-3054-3935-a2fc-37803f484ad1", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ], "text": "Recent recorded grades — Fall 2025: 4.00 GPA, 100.0% A/AB (n=41 letter grades)." } ] } ] ``` #### difficulty workload None recorded. #### errors None recorded. #### historical context None recorded. #### message No course-specific reviews available #### offered true #### profile hash 5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02 #### quick take Recent recorded grades — Fall 2023: 3.92 GPA, 97.5% A/AB (n=40 letter grades); Fall 2024: 3.89 GPA, 95.9% A/AB (n=49 letter grades); Fall 2025: 4.00 GPA, 100.0% A/AB (n=41 letter grades). ```json { "citations": [ { "course_id": "CS&D 503", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "6de05aa6-3054-3935-a2fc-37803f484ad1", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "CS&D 503", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "6de05aa6-3054-3935-a2fc-37803f484ad1", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "CS&D 503", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "6de05aa6-3054-3935-a2fc-37803f484ad1", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1262", "type": "grade" } ] } ``` #### student experience None recorded. #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history NIKE GNANATEJA GURINDAPALLI is recorded teaching in Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "CS&D 503", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "6de05aa6-3054-3935-a2fc-37803f484ad1", "source_record": { "entity_id": "6de05aa6-3054-3935-a2fc-37803f484ad1", "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", "n8" ], "condition": null, "course": null, "evidence": "(Declared in Biology or Neurobiology) and (CS&D 210orPSYCH/ZOOLOGY 523), or declared in Communication Sciences Disorders MS", "id": "n0", "kind": "any" }, { "children": [ "n2", "n3" ], "condition": null, "course": null, "evidence": "(Declared in Biology or Neurobiology) and (CS&D 210orPSYCH/ZOOLOGY 523)", "id": "n1", "kind": "all" }, { "children": [ "n4", "n5" ], "condition": null, "course": null, "evidence": "(Declared in Biology or Neurobiology)", "id": "n2", "kind": "any" }, { "children": [ "n6", "n7" ], "condition": null, "course": null, "evidence": "(CS&D 210orPSYCH/ZOOLOGY 523)", "id": "n3", "kind": "any" }, { "children": [], "condition": "Declared in Biology", "course": null, "evidence": "(Declared in Biology or Neurobiology)", "id": "n4", "kind": "condition" }, { "children": [], "condition": "Neurobiology", "course": null, "evidence": "(Declared in Biology or Neurobiology)", "id": "n5", "kind": "condition" }, { "children": [], "condition": null, "course": { "course_number": 210, "minimum_grade": null, "subjects": [ "CS&D" ], "timing": "prior" }, "evidence": "CS&D 210", "id": "n6", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 523, "minimum_grade": null, "subjects": [ "PSYCH", "ZOOLOGY" ], "timing": "prior" }, "evidence": "PSYCH/ZOOLOGY 523", "id": "n7", "kind": "course" }, { "children": [], "condition": "declared in Communication Sciences Disorders MS", "course": null, "evidence": "declared in Communication Sciences Disorders MS", "id": "n8", "kind": "condition" } ] ``` #### notes * Removed condition field from course nodes n6 and n7 as required. #### root n0 #### status parsed ### instructors | instructor\_uid | source | source\_instructor\_id | identity\_basis | identity\_status | name | email | first\_observed\_at | last\_observed\_at | instructor\_url | | ------------------------------------ | ---------- | ---------------------- | --------------- | ------------------ | --------------------------- | ------------------------------------ | -------------------------------- | -------------------------------- | ------------------------------------------ | | instructor\_41350ec9178f1f8981a2ad61 | enrollment | gurindapalli | netid | source\_identified | Nike Gnanateja Gurindapalli | NIKEGNANATEJA.GURINDAPALLI\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/NIKE\_GNANATEJA\_GURINDAPALLI | ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:252:004017", "course_id": "CS&D 503", "course_uid": "course_fb04b40cc4fef0cd8a519e36", "term_id": "1272", "source_course_id": "004017", "source_subject_id": "252", "title": "Neural Mechanisms of Speech, Hearing and Language", "credits_min": 3, "credits_max": 3, "typically_offered": "Fall" } ] ``` ### sections ```json [ { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:12903", "term_id": "1272", "source_section_id": "12903", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 125, "enrolled": 50, "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_a3064eab81d44363f7bfe063", "source": "madgrades", "source_instructor_id": "3673945", "identity_basis": "source_id", "identity_status": "source_identified", "name": "LYN TURKSTRA", "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": 4, "quality": 4.25, "difficulty": 3.25, "quality_count": 4, "difficulty_count": 4, "profile_id": "rmp:1674267", "source_url": "https://www.ratemyprofessors.com/professor/1674267", "match_basis": "exact_name", "observed_at": "2026-09-07 16:22:25.864523+00:00", "courses": {}, "bayesian_quality": 3.7580714862888294, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.8, "graded": 1047, "counts": [ 734, 229, 66, 14, 4, 0, 0 ], "sections": 102 }, "instructor_url": "/instructors/LYN_TURKSTRA--instructor_a3064eab81d44363f7bfe063" }, { "instructor_uid": "instructor_265f549f5cb97077b0e86421", "source": "madgrades", "source_instructor_id": "201445", "identity_basis": "source_id", "identity_status": "source_identified", "name": "GARY WEISMER", "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": 4.6, "difficulty": 2.52, "quality_count": 25, "difficulty_count": 25, "profile_id": "rmp:262489", "source_url": "https://www.ratemyprofessors.com/professor/262489", "match_basis": "exact_name", "observed_at": "2026-09-07 16:38:37.381417+00:00", "courses": {}, "bayesian_quality": 4.182082570465154, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.264, "graded": 1914, "counts": [ 710, 403, 413, 178, 132, 48, 30 ], "sections": 56 }, "instructor_url": "/instructors/GARY_WEISMER--instructor_265f549f5cb97077b0e86421" }, { "instructor_uid": "instructor_0cefd7e4516885ab72baf56b", "source": "madgrades", "source_instructor_id": "5842874", "identity_basis": "source_id", "identity_status": "source_identified", "name": "CARRIE ROUNTREY", "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": 4, "quality": 4, "difficulty": 3.5, "quality_count": 4, "difficulty_count": 4, "profile_id": "rmp:2227980", "source_url": "https://www.ratemyprofessors.com/professor/2227980", "match_basis": "exact_name", "observed_at": "2026-09-07 16:49:41.154830+00:00", "courses": {}, "bayesian_quality": 3.716404819622163, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.613, "graded": 777, "counts": [ 495, 151, 55, 32, 20, 14, 10 ], "sections": 18 }, "instructor_url": "/instructors/CARRIE_ROUNTREY" }, { "instructor_uid": "instructor_6fa7338416131b6dd351fc90", "source": "madgrades", "source_instructor_id": "4171664", "identity_basis": "source_id", "identity_status": "source_identified", "name": "KIMBERLY MUELLER", "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": 3.957, "graded": 530, "counts": [ 502, 18, 6, 2, 1, 1, 0 ], "sections": 42 }, "instructor_url": "/instructors/KIMBERLY_MUELLER--instructor_6fa7338416131b6dd351fc90" }, { "instructor_uid": "instructor_90f710c6be0e8369aae5a5a2", "source": "madgrades", "source_instructor_id": "4608190", "identity_basis": "source_id", "identity_status": "source_identified", "name": "HALEY DRESANG", "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": 3.593, "graded": 706, "counts": [ 412, 155, 74, 30, 20, 9, 6 ], "sections": 19 }, "instructor_url": "/instructors/HALEY_DRESANG--instructor_90f710c6be0e8369aae5a5a2" }, { "instructor_uid": "instructor_b4173aaa8deebe34d1011080", "source": "madgrades", "source_instructor_id": "6545818", "identity_basis": "source_id", "identity_status": "source_identified", "name": "HAYLEY OLSON", "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": 3.556, "graded": 222, "counts": [ 130, 46, 19, 11, 10, 4, 2 ], "sections": 2 }, "instructor_url": "/instructors/HAYLEY_OLSON--instructor_b4173aaa8deebe34d1011080" }, { "instructor_uid": "instructor_d867e88a02abeace48f67985", "source": "madgrades", "source_instructor_id": "6487357", "identity_basis": "source_id", "identity_status": "source_identified", "name": "NIKE GNANATEJA GURINDAPALLI", "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": 3.998, "graded": 246, "counts": [ 245, 1, 0, 0, 0, 0, 0 ], "sections": 32 }, "instructor_url": "/instructors/NIKE_GNANATEJA_GURINDAPALLI--instructor_d867e88a02abeace48f67985" }, { "instructor_uid": "instructor_41350ec9178f1f8981a2ad61", "source": "enrollment", "source_instructor_id": "gurindapalli", "identity_basis": "netid", "identity_status": "source_identified", "name": "Nike Gnanateja Gurindapalli", "email": "NIKEGNANATEJA.GURINDAPALLI@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/NIKE_GNANATEJA_GURINDAPALLI" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "CS&D 503", "course_uid": "course_fb04b40cc4fef0cd8a519e36", "term_id": "1072", "term_name": "Fall 2006", "instructors": [ "LYN TURKSTRA" ], "a": 14, "ab": 9, "b": 2, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 26, "source_aliases": [ "CS&D 503" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "CS&D 503", "course_uid": "course_fb04b40cc4fef0cd8a519e36", "term_id": "1082", "term_name": "Fall 2007", "instructors": [ "LYN TURKSTRA" ], "a": 23, "ab": 5, "b": 8, "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": 37, "source_aliases": [ "CS&D 503" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "CS&D 503", "course_uid": "course_fb04b40cc4fef0cd8a519e36", "term_id": "1092", "term_name": "Fall 2008", "instructors": [ "LYN TURKSTRA" ], "a": 19, "ab": 8, "b": 7, "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": 34, "source_aliases": [ "CS&D 503" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "CS&D 503", "course_uid": "course_fb04b40cc4fef0cd8a519e36", "term_id": "1102", "term_name": "Fall 2009", "instructors": [ "LYN TURKSTRA" ], "a": 32, "ab": 16, "b": 3, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 51, "source_aliases": [ "CS&D 503" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "CS&D 503", "course_uid": "course_fb04b40cc4fef0cd8a519e36", "term_id": "1112", "term_name": "Fall 2010", "instructors": [ "GARY WEISMER" ], "a": 33, "ab": 6, "b": 4, "bc": 1, "c": 0, "d": 0, "f": 0, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 45, "source_aliases": [ "CS&D 503" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "CS&D 503", "course_uid": "course_fb04b40cc4fef0cd8a519e36", "term_id": "1122", "term_name": "Fall 2011", "instructors": [ "LYN TURKSTRA" ], "a": 28, "ab": 24, "b": 6, "bc": 8, "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": [ "CS&D 503" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "CS&D 503", "course_uid": "course_fb04b40cc4fef0cd8a519e36", "term_id": "1132", "term_name": "Fall 2012", "instructors": [ "LYN TURKSTRA" ], "a": 39, "ab": 10, "b": 4, "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": 53, "source_aliases": [ "CS&D 503" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "CS&D 503", "course_uid": "course_fb04b40cc4fef0cd8a519e36", "term_id": "1142", "term_name": "Fall 2013", "instructors": [ "LYN TURKSTRA" ], "a": 31, "ab": 8, "b": 2, "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": 42, "source_aliases": [ "CS&D 503" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "CS&D 503", "course_uid": "course_fb04b40cc4fef0cd8a519e36", "term_id": "1152", "term_name": "Fall 2014", "instructors": [ "LYN TURKSTRA" ], "a": 32, "ab": 11, "b": 2, "bc": 1, "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": 47, "source_aliases": [ "CS&D 503" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "CS&D 503", "course_uid": "course_fb04b40cc4fef0cd8a519e36", "term_id": "1162", "term_name": "Fall 2015", "instructors": [ "LYN TURKSTRA" ], "a": 26, "ab": 12, "b": 2, "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": 40, "source_aliases": [ "CS&D 503" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "CS&D 503", "course_uid": "course_fb04b40cc4fef0cd8a519e36", "term_id": "1172", "term_name": "Fall 2016", "instructors": [ "CARRIE ROUNTREY" ], "a": 22, "ab": 2, "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": 24, "source_aliases": [ "CS&D 503" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "CS&D 503", "course_uid": "course_fb04b40cc4fef0cd8a519e36", "term_id": "1182", "term_name": "Fall 2017", "instructors": [ "CARRIE ROUNTREY" ], "a": 42, "ab": 4, "b": 4, "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": 50, "source_aliases": [ "CS&D 503" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "CS&D 503", "course_uid": "course_fb04b40cc4fef0cd8a519e36", "term_id": "1192", "term_name": "Fall 2018", "instructors": [ "Kimberly Mueller" ], "a": 49, "ab": 1, "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": 50, "source_aliases": [ "CS&D 503" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "CS&D 503", "course_uid": "course_fb04b40cc4fef0cd8a519e36", "term_id": "1202", "term_name": "Fall 2019", "instructors": [ "Kimberly Mueller" ], "a": 51, "ab": 3, "b": 2, "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": 57, "source_aliases": [ "CS&D 503" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "CS&D 503", "course_uid": "course_fb04b40cc4fef0cd8a519e36", "term_id": "1212", "term_name": "Fall 2020", "instructors": [ "Kimberly Mueller" ], "a": 51, "ab": 2, "b": 3, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 56, "source_aliases": [ "CS&D 503" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "CS&D 503", "course_uid": "course_fb04b40cc4fef0cd8a519e36", "term_id": "1222", "term_name": "Fall 2021", "instructors": [ "Kimberly Mueller" ], "a": 57, "ab": 6, "b": 1, "bc": 0, "c": 0, "d": 1, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 65, "source_aliases": [ "CS&D 503" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "CS&D 503", "course_uid": "course_fb04b40cc4fef0cd8a519e36", "term_id": "1232", "term_name": "Fall 2022", "instructors": [ "Haley Dresang" ], "a": 54, "ab": 2, "b": 2, "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": 58, "source_aliases": [ "CS&D 503" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "CS&D 503", "course_uid": "course_fb04b40cc4fef0cd8a519e36", "term_id": "1242", "term_name": "Fall 2023", "instructors": [ "Haley Dresang" ], "a": 35, "ab": 4, "b": 1, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 40, "source_aliases": [ "CS&D 503" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "CS&D 503", "course_uid": "course_fb04b40cc4fef0cd8a519e36", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "HAYLEY OLSON", "Kimberly Mueller" ], "a": 43, "ab": 4, "b": 0, "bc": 1, "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": 49, "source_aliases": [ "CS&D 503" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "CS&D 503", "course_uid": "course_fb04b40cc4fef0cd8a519e36", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "Nike Gnanateja Gurindapalli" ], "a": 41, "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": 41, "source_aliases": [ "CS&D 503" ] } ] ``` ### statistics #### gpa 3.839 #### graded 929 #### counts * 722 * 137 * 53 * 13 * 3 * 1 * 0 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_fb04b40cc4fef0cd8a519e36-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_fb04b40cc4fef0cd8a519e36-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_fb04b40cc4fef0cd8a519e36-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_fb04b40cc4fef0cd8a519e36-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_fb04b40cc4fef0cd8a519e36-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_fb04b40cc4fef0cd8a519e36-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_fb04b40cc4fef0cd8a519e36-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_fb04b40cc4fef0cd8a519e36-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.838536060279871 #### count 929 #### university ##### size 4146 ##### gpa Percentile 67 ##### count Percentile 85 ##### median Count 193 ##### 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 | 326 | false | | 3.2–3.6 | 1185 | false | | 3.6–4.0 | 2625 | true | #### departments ```json [ { "subject": "CS&D", "comparison": { "size": 40, "gpaPercentile": 38, "countPercentile": 82, "medianCount": 200.5, "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": 36, "current": true } ] } } ] ``` ### terms #### 1072 ##### term 1072 ##### gpa 3.74 ##### count 25 ##### departments | subject | comparison | | ------- | ---------- | | CS\&D | | #### 1082 ##### term 1082 ##### gpa 3.675675675675676 ##### count 37 ##### university ###### size 723 ###### gpa Percentile 77 ###### count Percentile 15 ###### median Count 68 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 51 | false | | 2.8–3.2 | 202 | false | | 3.2–3.6 | 265 | false | | 3.6–4.0 | 204 | true | ##### departments ```json [ { "subject": "CS&D", "comparison": { "size": 10, "gpaPercentile": 78, "countPercentile": 11, "medianCount": 57, "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": 4, "current": false }, { "range": "3.6–4.0", "count": 4, "current": true } ] } } ] ``` #### 1092 ##### term 1092 ##### gpa 3.676470588235294 ##### count 34 ##### university ###### size 732 ###### gpa Percentile 75 ###### count Percentile 7 ###### median Count 70 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 41 | false | | 2.8–3.2 | 208 | false | | 3.2–3.6 | 271 | false | | 3.6–4.0 | 211 | true | ##### departments ```json [ { "subject": "CS&D", "comparison": { "size": 11, "gpaPercentile": 50, "countPercentile": 10, "medianCount": 71, "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": 7, "current": true } ] } } ] ``` #### 1102 ##### term 1102 ##### gpa 3.784313725490196 ##### count 51 ##### university ###### size 774 ###### gpa Percentile 84 ###### count Percentile 36 ###### median Count 67 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 1 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 49 | false | | 2.8–3.2 | 201 | false | | 3.2–3.6 | 287 | false | | 3.6–4.0 | 235 | true | ##### departments ```json [ { "subject": "CS&D", "comparison": { "size": 11, "gpaPercentile": 80, "countPercentile": 30, "medianCount": 81, "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": 4, "current": false }, { "range": "3.6–4.0", "count": 6, "current": true } ] } } ] ``` #### 1112 ##### term 1112 ##### gpa 3.8068181818181817 ##### count 44 ##### university ###### size 805 ###### gpa Percentile 86 ###### count Percentile 27 ###### 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 | 45 | false | | 2.8–3.2 | 218 | false | | 3.2–3.6 | 316 | false | | 3.6–4.0 | 225 | true | ##### departments ```json [ { "subject": "CS&D", "comparison": { "size": 10, "gpaPercentile": 100, "countPercentile": 0, "medianCount": 80, "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": 1, "current": false }, { "range": "2.8–3.2", "count": 0, "current": false }, { "range": "3.2–3.6", "count": 4, "current": false }, { "range": "3.6–4.0", "count": 5, "current": true } ] } } ] ``` #### 1122 ##### term 1122 ##### gpa 3.5454545454545454 ##### count 66 ##### university ###### size 804 ###### gpa Percentile 66 ###### count Percentile 48 ###### median Count 70 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 3 | false | | 2.4–2.8 | 47 | false | | 2.8–3.2 | 224 | false | | 3.2–3.6 | 282 | true | | 3.6–4.0 | 248 | false | ##### departments ```json [ { "subject": "CS&D", "comparison": { "size": 12, "gpaPercentile": 18, "countPercentile": 36, "medianCount": 88.5, "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": 4, "current": true }, { "range": "3.6–4.0", "count": 7, "current": false } ] } } ] ``` #### 1132 ##### term 1132 ##### gpa 3.830188679245283 ##### count 53 ##### university ###### size 851 ###### gpa Percentile 86 ###### count Percentile 40 ###### median Count 66 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 2 | false | | 2.4–2.8 | 40 | false | | 2.8–3.2 | 234 | false | | 3.2–3.6 | 303 | false | | 3.6–4.0 | 272 | true | ##### departments ```json [ { "subject": "CS&D", "comparison": { "size": 14, "gpaPercentile": 46, "countPercentile": 38, "medianCount": 65, "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": 1, "current": false }, { "range": "2.8–3.2", "count": 0, "current": false }, { "range": "3.2–3.6", "count": 3, "current": false }, { "range": "3.6–4.0", "count": 10, "current": true } ] } } ] ``` #### 1142 ##### term 1142 ##### gpa 3.8095238095238093 ##### count 42 ##### university ###### size 853 ###### gpa Percentile 85 ###### count Percentile 24 ###### median Count 67 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 4 | false | | 2.4–2.8 | 33 | false | | 2.8–3.2 | 228 | false | | 3.2–3.6 | 320 | false | | 3.6–4.0 | 268 | true | ##### departments ```json [ { "subject": "CS&D", "comparison": { "size": 12, "gpaPercentile": 73, "countPercentile": 18, "medianCount": 87, "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": 1, "current": false }, { "range": "3.6–4.0", "count": 9, "current": true } ] } } ] ``` #### 1152 ##### term 1152 ##### gpa 3.765957446808511 ##### count 47 ##### university ###### size 918 ###### gpa Percentile 81 ###### count Percentile 31 ###### median Count 65 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 33 | false | | 2.8–3.2 | 227 | false | | 3.2–3.6 | 371 | false | | 3.6–4.0 | 286 | true | ##### departments ```json [ { "subject": "CS&D", "comparison": { "size": 14, "gpaPercentile": 54, "countPercentile": 31, "medianCount": 65, "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 } ] } } ] ``` #### 1162 ##### term 1162 ##### gpa 3.8 ##### count 40 ##### university ###### size 954 ###### gpa Percentile 81 ###### count Percentile 19 ###### median Count 64.5 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 2 | false | | 2.4–2.8 | 23 | false | | 2.8–3.2 | 234 | false | | 3.2–3.6 | 350 | false | | 3.6–4.0 | 345 | true | ##### departments ```json [ { "subject": "CS&D", "comparison": { "size": 14, "gpaPercentile": 46, "countPercentile": 31, "medianCount": 51, "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": false }, { "range": "3.6–4.0", "count": 11, "current": true } ] } } ] ``` #### 1172 ##### term 1172 ##### gpa 3.9583333333333335 ##### count 24 ##### departments | subject | comparison | | ------- | ---------- | | CS\&D | | #### 1182 ##### term 1182 ##### gpa 3.88 ##### count 50 ##### university ###### size 1025 ###### gpa Percentile 87 ###### count Percentile 32 ###### median Count 69 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 21 | false | | 2.8–3.2 | 216 | false | | 3.2–3.6 | 369 | false | | 3.6–4.0 | 418 | true | ##### departments ```json [ { "subject": "CS&D", "comparison": { "size": 10, "gpaPercentile": 89, "countPercentile": 11, "medianCount": 107.5, "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": 6, "current": true } ] } } ] ``` #### 1192 ##### term 1192 ##### gpa 3.99 ##### count 50 ##### university ###### size 1077 ###### gpa Percentile 96 ###### count Percentile 34 ###### median Count 67 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 22 | false | | 2.8–3.2 | 203 | false | | 3.2–3.6 | 370 | false | | 3.6–4.0 | 481 | true | ##### departments ```json [ { "subject": "CS&D", "comparison": { "size": 10, "gpaPercentile": 100, "countPercentile": 11, "medianCount": 86, "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": 6, "current": true } ] } } ] ``` #### 1202 ##### term 1202 ##### gpa 3.912280701754386 ##### count 57 ##### university ###### size 1102 ###### gpa Percentile 88 ###### count Percentile 41 ###### median Count 68 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 14 | false | | 2.8–3.2 | 218 | false | | 3.2–3.6 | 371 | false | | 3.6–4.0 | 498 | true | ##### departments ```json [ { "subject": "CS&D", "comparison": { "size": 13, "gpaPercentile": 75, "countPercentile": 33, "medianCount": 68, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 0, "current": false }, { "range": "3.2–3.6", "count": 3, "current": false }, { "range": "3.6–4.0", "count": 10, "current": true } ] } } ] ``` #### 1212 ##### term 1212 ##### gpa 3.9285714285714284 ##### count 56 ##### university ###### size 1111 ###### gpa Percentile 87 ###### count Percentile 40 ###### median Count 68 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 0 | false | | 2.4–2.8 | 4 | false | | 2.8–3.2 | 159 | false | | 3.2–3.6 | 337 | false | | 3.6–4.0 | 611 | true | ##### departments ```json [ { "subject": "CS&D", "comparison": { "size": 13, "gpaPercentile": 67, "countPercentile": 33, "medianCount": 89, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 0, "current": false }, { "range": "3.2–3.6", "count": 4, "current": false }, { "range": "3.6–4.0", "count": 9, "current": true } ] } } ] ``` #### 1222 ##### term 1222 ##### gpa 3.8923076923076922 ##### count 65 ##### university ###### size 1157 ###### gpa Percentile 83 ###### count Percentile 50 ###### median Count 64 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 17 | false | | 2.8–3.2 | 174 | false | | 3.2–3.6 | 351 | false | | 3.6–4.0 | 614 | true | ##### departments ```json [ { "subject": "CS&D", "comparison": { "size": 14, "gpaPercentile": 62, "countPercentile": 38, "medianCount": 78, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 0, "current": false }, { "range": "3.2–3.6", "count": 2, "current": false }, { "range": "3.6–4.0", "count": 12, "current": true } ] } } ] ``` #### 1232 ##### term 1232 ##### gpa 3.9482758620689653 ##### count 58 ##### university ###### size 1216 ###### gpa Percentile 89 ###### count Percentile 43 ###### median Count 66 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 2 | false | | 2.4–2.8 | 14 | false | | 2.8–3.2 | 174 | false | | 3.2–3.6 | 356 | false | | 3.6–4.0 | 670 | true | ##### departments ```json [ { "subject": "CS&D", "comparison": { "size": 13, "gpaPercentile": 67, "countPercentile": 33, "medianCount": 90, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 0, "current": false }, { "range": "3.2–3.6", "count": 4, "current": false }, { "range": "3.6–4.0", "count": 9, "current": true } ] } } ] ``` #### 1242 ##### term 1242 ##### gpa 3.925 ##### count 40 ##### university ###### size 1295 ###### gpa Percentile 85 ###### count Percentile 24 ###### median Count 67 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 2 | false | | 2.4–2.8 | 11 | false | | 2.8–3.2 | 162 | false | | 3.2–3.6 | 394 | false | | 3.6–4.0 | 726 | true | ##### departments ```json [ { "subject": "CS&D", "comparison": { "size": 13, "gpaPercentile": 67, "countPercentile": 25, "medianCount": 73, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 0, "current": false }, { "range": "3.2–3.6", "count": 6, "current": false }, { "range": "3.6–4.0", "count": 7, "current": true } ] } } ] ``` #### 1252 ##### term 1252 ##### gpa 3.8877551020408165 ##### count 49 ##### university ###### size 1333 ###### gpa Percentile 79 ###### count Percentile 34 ###### median Count 69 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 0 | false | | 2.4–2.8 | 14 | false | | 2.8–3.2 | 115 | false | | 3.2–3.6 | 431 | false | | 3.6–4.0 | 773 | true | ##### departments ```json [ { "subject": "CS&D", "comparison": { "size": 10, "gpaPercentile": 78, "countPercentile": 0, "medianCount": 84, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 0, "current": false }, { "range": "3.2–3.6", "count": 4, "current": false }, { "range": "3.6–4.0", "count": 6, "current": true } ] } } ] ``` #### 1262 ##### term 1262 ##### gpa 4 ##### count 41 ##### university ###### size 1320 ###### gpa Percentile 95 ###### count Percentile 23 ###### median Count 70 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 8 | false | | 2.8–3.2 | 133 | false | | 3.2–3.6 | 381 | false | | 3.6–4.0 | 797 | true | ##### departments ```json [ { "subject": "CS&D", "comparison": { "size": 11, "gpaPercentile": 90, "countPercentile": 0, "medianCount": 88, "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": 7, "current": true } ] } } ] ``` ### benchmarks #### all ##### school ###### size 4146 ###### gpa 3.655576857310451 ###### top Share 81.61127984016484 ###### count 193 ##### CS\&D ###### size 40 ###### gpa 3.8361677449370353 ###### top Share 92.288112939027 ###### count 200.5 #### terms ##### 1072 ###### school ###### size 723 ###### gpa 3.344595727439471 ###### top Share 62.012941427864526 ###### count 67 ##### 1082 ###### school ###### size 723 ###### gpa 3.3583896732335172 ###### top Share 62.932746798940194 ###### count 68 ###### CS\&D ###### size 10 ###### gpa 3.5096591341194268 ###### top Share 72.86866471613735 ###### count 57 ##### 1092 ###### school ###### size 732 ###### gpa 3.374660709520374 ###### top Share 63.690339324346596 ###### count 70 ###### CS\&D ###### size 11 ###### gpa 3.6129174550381338 ###### top Share 79.10400388351188 ###### count 71 ##### 1102 ###### school ###### size 774 ###### gpa 3.36712622366007 ###### top Share 63.703228532165696 ###### count 67 ###### CS\&D ###### size 11 ###### gpa 3.6023688255856054 ###### top Share 79.32043459208283 ###### count 81 ##### 1112 ###### school ###### size 805 ###### gpa 3.3737773184830386 ###### top Share 63.91039244872789 ###### count 66 ###### CS\&D ###### size 10 ###### gpa 3.546397479713235 ###### top Share 77.11449082268122 ###### count 80 ##### 1122 ###### school ###### size 804 ###### gpa 3.3737149752667013 ###### top Share 63.65118790117902 ###### count 70 ###### CS\&D ###### size 12 ###### gpa 3.6576964441183164 ###### top Share 82.20260508552853 ###### count 88.5 ##### 1132 ###### school ###### size 851 ###### gpa 3.391128778809763 ###### top Share 64.69509437122704 ###### count 66 ###### CS\&D ###### size 14 ###### gpa 3.6907946441435695 ###### top Share 85.29723039169323 ###### count 65 ##### 1142 ###### school ###### size 853 ###### gpa 3.3941849959684913 ###### top Share 65.28450334228523 ###### count 67 ###### CS\&D ###### size 12 ###### gpa 3.6401305777597197 ###### top Share 82.51041350490807 ###### count 87 ##### 1152 ###### school ###### size 918 ###### gpa 3.408733538594633 ###### top Share 66.06693005846735 ###### count 65 ###### CS\&D ###### size 14 ###### gpa 3.6981497766007076 ###### top Share 82.88324675158741 ###### count 65 ##### 1162 ###### school ###### size 954 ###### gpa 3.43726781345039 ###### top Share 68.05645304987395 ###### count 64.5 ###### CS\&D ###### size 14 ###### gpa 3.79267708561185 ###### top Share 90.45325706866952 ###### count 51 ##### 1172 ###### school ###### size 991 ###### gpa 3.465129042641772 ###### top Share 69.42600667567366 ###### count 67 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87.37993945063687 ###### count 89 ##### 1222 ###### school ###### size 1157 ###### gpa 3.563052311875811 ###### top Share 76.64869058732418 ###### count 64 ###### CS\&D ###### size 14 ###### gpa 3.796821551393542 ###### top Share 89.9661772840625 ###### count 78 ##### 1232 ###### school ###### size 1216 ###### gpa 3.575457431972425 ###### top Share 77.33712216234007 ###### count 66 ###### CS\&D ###### size 13 ###### gpa 3.7173089738128957 ###### top Share 83.84683020865288 ###### count 90 ##### 1242 ###### school ###### size 1295 ###### gpa 3.595302892737449 ###### top Share 78.36291889885307 ###### count 67 ###### CS\&D ###### size 13 ###### gpa 3.704985753429651 ###### top Share 85.8594999431943 ###### count 73 ##### 1252 ###### school ###### size 1333 ###### gpa 3.619494049739118 ###### top Share 79.71442190500672 ###### count 69 ###### CS\&D ###### size 10 ###### gpa 3.706937119200353 ###### top Share 84.89561406360085 ###### count 84 ##### 1262 ###### school ###### size 1320 ###### gpa 3.628825763035853 ###### top Share 80.21118846327654 ###### count 70 ###### CS\&D ###### size 11 ###### gpa 3.6485908029434566 ###### top Share 82.55546010885506 ###### count 88 ## instructor Trends ```json [ { "uid": "instructor_a3064eab81d44363f7bfe063", "name": "LYN TURKSTRA", "count": 395, "terms": [ { "term": "1072", "count": 25, "sections": 1, "gpa": 3.74 }, { "term": "1082", "count": 37, "sections": 1, "gpa": 3.675675675675676 }, { "term": "1092", "count": 34, "sections": 1, "gpa": 3.676470588235294 }, { "term": "1102", "count": 51, "sections": 1, "gpa": 3.784313725490196 }, { "term": "1122", "count": 66, "sections": 1, "gpa": 3.5454545454545454 }, { "term": "1132", "count": 53, "sections": 1, "gpa": 3.830188679245283 }, { "term": "1142", "count": 42, "sections": 1, "gpa": 3.8095238095238093 }, { "term": "1152", "count": 47, "sections": 1, "gpa": 3.765957446808511 }, { "term": "1162", "count": 40, "sections": 1, "gpa": 3.8 } ] }, { "uid": "instructor_6fa7338416131b6dd351fc90", "name": "KIMBERLY MUELLER", "count": 277, "terms": [ { "term": "1192", "count": 50, "sections": 1, "gpa": 3.99 }, { "term": "1202", "count": 57, "sections": 1, "gpa": 3.912280701754386 }, { "term": "1212", "count": 56, "sections": 1, "gpa": 3.9285714285714284 }, { "term": "1222", "count": 65, "sections": 1, "gpa": 3.8923076923076922 }, { "term": "1252", "count": 49, "sections": 1, "gpa": 3.8877551020408165 } ] }, { "uid": "instructor_90f710c6be0e8369aae5a5a2", "name": "HALEY DRESANG", "count": 98, "terms": [ { "term": "1232", "count": 58, "sections": 1, "gpa": 3.9482758620689653 }, { "term": "1242", "count": 40, "sections": 1, "gpa": 3.925 } ] }, { "uid": "instructor_0cefd7e4516885ab72baf56b", "name": "CARRIE ROUNTREY", "count": 74, "terms": [ { "term": "1172", "count": 24, "sections": 1, "gpa": 3.9583333333333335 }, { "term": "1182", "count": 50, "sections": 1, "gpa": 3.88 } ] }, { "uid": "instructor_b4173aaa8deebe34d1011080", "name": "HAYLEY OLSON", "count": 49, "terms": [ { "term": "1252", "count": 49, "sections": 1, "gpa": 3.8877551020408165 } ] }, { "uid": "instructor_265f549f5cb97077b0e86421", "name": "GARY WEISMER", "count": 44, "terms": [ { "term": "1112", "count": 44, "sections": 1, "gpa": 3.8068181818181817 } ] }, { "uid": "instructor_d867e88a02abeace48f67985", "name": "NIKE GNANATEJA GURINDAPALLI", "count": 41, "terms": [ { "term": "1262", "count": 41, "sections": 1, "gpa": 4 } ] } ] ``` ## following None recorded. ## projection ### target 1272 ### interval #### lower 3.85 #### upper 4 #### coverage 80 #### terms 8 ### gpa 3.9380088510772233 ### grades | grade | percentage | | ----- | ------------------- | | A | 92.15606151257248 | | AB | 5.496505403141463 | | B | 1.1886218132833046 | | BC | 0.48567737423384383 | | C | 0.48567737423384383 | | D | 0.18745652253505657 | | F | 0 | ### source Terms * 1262 * 1252 * 1242 * 1232 * 1222 ### source Count 253 ### same Season true ### historical Range * 3.887755102040816 * 4 ### backtest #### terms 8 #### gpa Error 0.03963008426586684 #### mix Error 6.919847754140998