# HDFS 253: Human Development & Family Studies Leadership Symposium | UW–Madison [View on UW Courses](https://uwcourses.com/courses/HDFS_253) ## Dataset ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ### repository twangodev/uwcourses ### schema version 6 ### importer version 7 ### projection id 94468b7d4154126ca413937bb4738a6d21e0c2277f6fa397a6078ad80a32384f ### observed at 2026-09-07T15:55:43.033547+00:00 ### built at 2026-09-10T23:19:01.870283+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 2099bdac8a98f359fbf68d3feb41603ced2154c20fdc7d6641e4a91b6fe52e8c ### course id HDFS 253 ### course uid course\_1012e0b6bce4bdda46f01fbb ### catalog version id 80b9f8673677d50d23287529be3487612cb5582e5c5414c2708827f043a91dca ### course number 253 ### subjects * HDFS ### title HUMAN DEVELOPMENT & FAMILY STUDIES LEADERSHIP SYMPOSIUM ### description Provides detailed examination of careers in Human Ecology and the fields of human development and family studies (HDFS). High level leaders working in a variety of professions related to the HDFS major will present as guest speakers (e.g., counseling, school psychology, family life education, early childhood education, child life, social work, health care, occupational therapy). ### requirements text None ### credits min 1 ### credits max 1 ### credit offering ids * 1272:230:025124 ### llm job id enrich-f516c4d3e82cfe326b4f5f54 ### llm output id 553777caff65e3a0d34dee0c62916e88ace348cc2a7d99c3538ab495819c7622 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary HDFS 253 is a leadership symposium that examines careers in Human Ecology through presentations by high-level leaders in various HDFS-related professions. ### llm topics * Careers in Human Ecology and Human Development and Family Studies * Specific professions including counseling, school psychology, social work, and health care ### llm skills * Examination of careers in Human Ecology and HDFS * Exposure to professional leaders in counseling, psychology, social work, and health care ### llm assumed background None recorded. ### llm search phrases * HDFS career exploration * Human Ecology leadership symposium * guest speakers HDFS careers * family studies professional paths ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash c7ee861bb0c5b9a707aa8ad17555b591b0c3aa64aca97f400481c0b7b2479311 #### course id HDFS 253 #### current instructors ```json [ { "instructor_uid": "instructor_d333d58b931d8a73802a2cd6", "message": "No course-specific reviews available", "name": "Claire Barrett", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [ { "citations": [ { "course_id": "HDFS 253", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "b7de1bb2-2c23-3d59-b513-62b392a2e615", "source_record": { "entity_id": "b7de1bb2-2c23-3d59-b513-62b392a2e615", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "HDFS 253", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "b7de1bb2-2c23-3d59-b513-62b392a2e615", "source_record": { "entity_id": "b7de1bb2-2c23-3d59-b513-62b392a2e615", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "HDFS 253", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "b7de1bb2-2c23-3d59-b513-62b392a2e615", "source_record": { "entity_id": "b7de1bb2-2c23-3d59-b513-62b392a2e615", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ], "text": "Recent recorded grades — Spring 2025: 3.72 GPA, 83.5% A/AB (n=79 letter grades); Fall 2025: 3.78 GPA, 87.7% A/AB (n=73 letter grades); Spring 2026: 3.74 GPA, 90.2% A/AB (n=82 letter grades). Includes jointly taught sections." } ] }, { "instructor_uid": "instructor_ef0df6065e61f4a3222dce02", "message": "No course-specific reviews available", "name": "Milton Yoon", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] } ] ``` #### difficulty workload Historical reviews of Kristy Burkholder: Reviewers report a high workload relative to the one-credit value, citing short notice for paper assignments and the final paper. ```json { "citations": [ { "instructor_name": "Kristy Burkholder", "review_date": "2022-12-07 17:45:29 +0000 UTC", "review_id": "6100cee7466e2377c23911fb", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1073677", "source_review_id": "UmF0aW5nLTM3MDA4MjQ5", "source_url": "https://www.ratemyprofessors.com/professor/1073677", "type": "review" } ] } ``` #### errors None recorded. #### historical context Historical reviews for Kristy Burkholder describe an unorganized course with late assignment releases and confusing grading. Reviewers cite mandatory attendance with strict absence policies and last-minute grade posting as significant frustrations. ```json { "citations": [ { "instructor_name": "Kristy Burkholder", "review_date": "2022-12-07 17:45:29 +0000 UTC", "review_id": "6100cee7466e2377c23911fb", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1073677", "source_review_id": "UmF0aW5nLTM3MDA4MjQ5", "source_url": "https://www.ratemyprofessors.com/professor/1073677", "type": "review" }, { "instructor_name": "Kristy Burkholder", "review_date": "2022-12-26 06:25:39 +0000 UTC", "review_id": "99d219b3b4db022b99907be9", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1073677", "source_review_id": "UmF0aW5nLTM3MjQ0NDU1", "source_url": "https://www.ratemyprofessors.com/professor/1073677", "type": "review" } ] } ``` #### offered true #### profile hash e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1 #### quick take Historical reviews for Kristy Burkholder describe the course as disorganized with unfair grading practices and mandatory attendance policies. ```json { "citations": [ { "instructor_name": "Kristy Burkholder", "review_date": "2022-12-07 17:45:29 +0000 UTC", "review_id": "6100cee7466e2377c23911fb", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1073677", "source_review_id": "UmF0aW5nLTM3MDA4MjQ5", "source_url": "https://www.ratemyprofessors.com/professor/1073677", "type": "review" }, { "instructor_name": "Kristy Burkholder", "review_date": "2022-12-26 06:25:39 +0000 UTC", "review_id": "99d219b3b4db022b99907be9", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1073677", "source_review_id": "UmF0aW5nLTM3MjQ0NDU1", "source_url": "https://www.ratemyprofessors.com/professor/1073677", "type": "review" } ] } ``` Recent recorded grades — Spring 2025: 3.72 GPA, 83.5% A/AB (n=79 letter grades); Fall 2025: 3.78 GPA, 87.7% A/AB (n=73 letter grades); Spring 2026: 3.74 GPA, 90.2% A/AB (n=82 letter grades). ```json { "citations": [ { "course_id": "HDFS 253", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "b7de1bb2-2c23-3d59-b513-62b392a2e615", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "HDFS 253", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "b7de1bb2-2c23-3d59-b513-62b392a2e615", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "HDFS 253", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "b7de1bb2-2c23-3d59-b513-62b392a2e615", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1264", "type": "grade" } ] } ``` #### student experience Historical reviews of Kristy Burkholder: Students found the grade breakdown confusing and noted that the instructor delayed posting grades until the end of the term. ```json { "citations": [ { "instructor_name": "Kristy Burkholder", "review_date": "2022-12-26 06:25:39 +0000 UTC", "review_id": "99d219b3b4db022b99907be9", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1073677", "source_review_id": "UmF0aW5nLTM3MjQ0NDU1", "source_url": "https://www.ratemyprofessors.com/professor/1073677", "type": "review" } ] } ``` #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history CLAIRE BARRETT is recorded teaching in Fall 2023, Spring 2024, Fall 2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "HDFS 253", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "b7de1bb2-2c23-3d59-b513-62b392a2e615", "source_record": { "entity_id": "b7de1bb2-2c23-3d59-b513-62b392a2e615", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "HDFS 253", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "b7de1bb2-2c23-3d59-b513-62b392a2e615", "source_record": { "entity_id": "b7de1bb2-2c23-3d59-b513-62b392a2e615", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "HDFS 253", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "b7de1bb2-2c23-3d59-b513-62b392a2e615", "source_record": { "entity_id": "b7de1bb2-2c23-3d59-b513-62b392a2e615", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "HDFS 253", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "b7de1bb2-2c23-3d59-b513-62b392a2e615", "source_record": { "entity_id": "b7de1bb2-2c23-3d59-b513-62b392a2e615", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "HDFS 253", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "b7de1bb2-2c23-3d59-b513-62b392a2e615", "source_record": { "entity_id": "b7de1bb2-2c23-3d59-b513-62b392a2e615", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "HDFS 253", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "b7de1bb2-2c23-3d59-b513-62b392a2e615", "source_record": { "entity_id": "b7de1bb2-2c23-3d59-b513-62b392a2e615", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ] } ``` KRISTY ANN BURKHOLDER is recorded teaching in Fall 2019, Fall 2020, Fall 2021, Spring 2022, Fall 2022, Spring 2023. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "HDFS 253", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "b7de1bb2-2c23-3d59-b513-62b392a2e615", "source_record": { "entity_id": "b7de1bb2-2c23-3d59-b513-62b392a2e615", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1202", "type": "grade" }, { "course_id": "HDFS 253", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "b7de1bb2-2c23-3d59-b513-62b392a2e615", "source_record": { "entity_id": "b7de1bb2-2c23-3d59-b513-62b392a2e615", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1212", "type": "grade" }, { "course_id": "HDFS 253", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "b7de1bb2-2c23-3d59-b513-62b392a2e615", "source_record": { "entity_id": "b7de1bb2-2c23-3d59-b513-62b392a2e615", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1222", "type": "grade" }, { "course_id": "HDFS 253", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "b7de1bb2-2c23-3d59-b513-62b392a2e615", "source_record": { "entity_id": "b7de1bb2-2c23-3d59-b513-62b392a2e615", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1224", "type": "grade" }, { "course_id": "HDFS 253", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "b7de1bb2-2c23-3d59-b513-62b392a2e615", "source_record": { "entity_id": "b7de1bb2-2c23-3d59-b513-62b392a2e615", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "HDFS 253", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "b7de1bb2-2c23-3d59-b513-62b392a2e615", "source_record": { "entity_id": "b7de1bb2-2c23-3d59-b513-62b392a2e615", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "type": "grade" } ] } ``` #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [], "condition": "None", "course": null, "evidence": "None", "id": "source_requirements", "kind": "condition" } ] ``` #### notes * Display fallback using original requirements text; not an LLM-parsed rule. #### root source\_requirements #### status needs\_review ### instructors | instructor\_uid | source | source\_instructor\_id | identity\_basis | identity\_status | name | email | first\_observed\_at | last\_observed\_at | instructor\_url | | ------------------------------------ | ---------- | ---------------------- | --------------- | ------------------ | -------------- | ------------------------ | -------------------------------- | -------------------------------- | ---------------------------- | | instructor\_d333d58b931d8a73802a2cd6 | enrollment | ckbarrett | netid | source\_identified | Claire Barrett | CLAIRE.BARRETT\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/CLAIRE\_BARRETT | | instructor\_ef0df6065e61f4a3222dce02 | enrollment | dmyoon | netid | source\_identified | Milton Yoon | DMYOON\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/MILTON\_YOON | ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:230:025124", "course_id": "HDFS 253", "course_uid": "course_1012e0b6bce4bdda46f01fbb", "term_id": "1272", "source_course_id": "025124", "source_subject_id": "230", "title": "Human Development & Family Studies Leadership Symposium", "credits_min": 1, "credits_max": 1, "typically_offered": "Fall" } ] ``` ### sections ```json [ { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:20183", "term_id": "1272", "source_section_id": "20183", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 84, "enrolled": 81, "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_ca657e9ecd4855db2c67739e", "source": "madgrades", "source_instructor_id": "344599", "identity_basis": "source_id", "identity_status": "source_identified", "name": "KRISTY ANN BURKHOLDER", "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": 3.644, "graded": 3603, "counts": [ 2294, 633, 423, 100, 92, 34, 27 ], "sections": 88 }, "instructor_url": "/instructors/KRISTY_ANN_BURKHOLDER" }, { "instructor_uid": "instructor_b764b3179fe70f2b71d2b43e", "source": "madgrades", "source_instructor_id": "4835446", "identity_basis": "source_id", "identity_status": "source_identified", "name": "HEATHER KIRKORIAN", "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": 17, "quality": 4.88, "difficulty": 1.29, "quality_count": 17, "difficulty_count": 17, "profile_id": "rmp:1681619", "source_url": "https://www.ratemyprofessors.com/professor/1681619", "match_basis": "exact_name", "observed_at": "2026-09-07 16:36:58.925691+00:00", "courses": { "course_215d003d56fbaa10ddadbf86": { "review_count": 2, "quality": 4.5, "difficulty": 1, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 4.22037069380897, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.754, "graded": 507, "counts": [ 387, 60, 29, 15, 8, 5, 3 ], "sections": 66 }, "instructor_url": "/instructors/HEATHER_KIRKORIAN--instructor_b764b3179fe70f2b71d2b43e" }, { "instructor_uid": "instructor_2f1704ec173b390e69940d29", "source": "madgrades", "source_instructor_id": "3383179", "identity_basis": "source_id", "identity_status": "source_identified", "name": "CLAIRE BARRETT", "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": 3.787, "graded": 1594, "counts": [ 1285, 128, 102, 26, 34, 9, 10 ], "sections": 17 }, "instructor_url": "/instructors/CLAIRE_BARRETT--instructor_2f1704ec173b390e69940d29" }, { "instructor_uid": "instructor_5bb5efc8aea9fbd11129373e", "source": "madgrades", "source_instructor_id": "6447956", "identity_basis": "source_id", "identity_status": "source_identified", "name": "INYILLAH CONTEH", "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": 3.833, "graded": 162, "counts": [ 136, 11, 10, 1, 3, 0, 1 ], "sections": 3 }, "instructor_url": "/instructors/INYILLAH_CONTEH--instructor_5bb5efc8aea9fbd11129373e" }, { "instructor_uid": "instructor_650fd03963aea3acad197fe6", "source": "madgrades", "source_instructor_id": "6550851", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MICAH ROBINSON", "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": 3.772, "graded": 127, "counts": [ 97, 17, 7, 1, 3, 2, 0 ], "sections": 3 }, "instructor_url": "/instructors/MICAH_ROBINSON--instructor_650fd03963aea3acad197fe6" }, { "instructor_uid": "instructor_8cb5b0a6206012e1ccaceab2", "source": "madgrades", "source_instructor_id": "6499519", "identity_basis": "source_id", "identity_status": "source_identified", "name": "NABILA ISNANDINI", "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": 3.762, "graded": 857, "counts": [ 660, 87, 63, 17, 22, 4, 4 ], "sections": 6 }, "instructor_url": "/instructors/NABILA_ISNANDINI--instructor_8cb5b0a6206012e1ccaceab2" }, { "instructor_uid": "instructor_fa22b6ddcece87093d480d1e", "source": "madgrades", "source_instructor_id": "6452751", "identity_basis": "source_id", "identity_status": "source_identified", "name": "CHANDNI ANANDHA KRISHNAN", "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": 3.758, "graded": 155, "counts": [ 126, 12, 7, 5, 1, 1, 3 ], "sections": 2 }, "instructor_url": "/instructors/CHANDNI_ANANDHA_KRISHNAN--instructor_fa22b6ddcece87093d480d1e" }, { "instructor_uid": "instructor_d333d58b931d8a73802a2cd6", "source": "enrollment", "source_instructor_id": "ckbarrett", "identity_basis": "netid", "identity_status": "source_identified", "name": "Claire Barrett", "email": "CLAIRE.BARRETT@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/CLAIRE_BARRETT" }, { "instructor_uid": "instructor_ef0df6065e61f4a3222dce02", "source": "enrollment", "source_instructor_id": "dmyoon", "identity_basis": "netid", "identity_status": "source_identified", "name": "Milton Yoon", "email": "DMYOON@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/MILTON_YOON" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "HDFS 253", "course_uid": "course_1012e0b6bce4bdda46f01fbb", "term_id": "1202", "term_name": "Fall 2019", "instructors": [ "Kristy Burkholder" ], "a": 115, "ab": 6, "b": 8, "bc": 1, "c": 0, "d": 2, "f": 0, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 3, "no_work": 0, "not_reported": 0, "other": 0, "total": 136, "source_aliases": [ "HDFS 253" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "HDFS 253", "course_uid": "course_1012e0b6bce4bdda46f01fbb", "term_id": "1212", "term_name": "Fall 2020", "instructors": [ "Kristy Burkholder" ], "a": 137, "ab": 0, "b": 0, "bc": 0, "c": 1, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 2, "no_work": 0, "not_reported": 1, "other": 0, "total": 141, "source_aliases": [ "HDFS 253" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "HDFS 253", "course_uid": "course_1012e0b6bce4bdda46f01fbb", "term_id": "1222", "term_name": "Fall 2021", "instructors": [ "Kristy Burkholder" ], "a": 69, "ab": 27, "b": 13, "bc": 6, "c": 7, "d": 3, "f": 3, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 129, "source_aliases": [ "HDFS 253" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "HDFS 253", "course_uid": "course_1012e0b6bce4bdda46f01fbb", "term_id": "1224", "term_name": "Spring 2022", "instructors": [ "Heather Kirkorian", "Kristy Burkholder" ], "a": 105, "ab": 6, "b": 6, "bc": 3, "c": 3, "d": 3, "f": 3, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 130, "source_aliases": [ "HDFS 253" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "HDFS 253", "course_uid": "course_1012e0b6bce4bdda46f01fbb", "term_id": "1232", "term_name": "Fall 2022", "instructors": [ "Kristy Burkholder" ], "a": 77, "ab": 22, "b": 16, "bc": 4, "c": 5, "d": 4, "f": 2, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 3, "no_work": 1, "not_reported": 0, "other": 0, "total": 134, "source_aliases": [ "HDFS 253" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "HDFS 253", "course_uid": "course_1012e0b6bce4bdda46f01fbb", "term_id": "1234", "term_name": "Spring 2023", "instructors": [ "Kristy Burkholder" ], "a": 84, "ab": 22, "b": 10, "bc": 2, "c": 3, "d": 1, "f": 2, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 125, "source_aliases": [ "HDFS 253" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "HDFS 253", "course_uid": "course_1012e0b6bce4bdda46f01fbb", "term_id": "1242", "term_name": "Fall 2023", "instructors": [ "Claire Barrett", "INYILLAH CONTEH" ], "a": 88, "ab": 3, "b": 2, "bc": 0, "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": 94, "source_aliases": [ "HDFS 253" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "HDFS 253", "course_uid": "course_1012e0b6bce4bdda46f01fbb", "term_id": "1244", "term_name": "Spring 2024", "instructors": [ "Claire Barrett", "MICAH ROBINSON" ], "a": 59, "ab": 6, "b": 3, "bc": 0, "c": 1, "d": 2, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 71, "source_aliases": [ "HDFS 253" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "HDFS 253", "course_uid": "course_1012e0b6bce4bdda46f01fbb", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "Claire Barrett", "NABILA ISNANDINI" ], "a": 65, "ab": 9, "b": 3, "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": 80, "source_aliases": [ "HDFS 253" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "HDFS 253", "course_uid": "course_1012e0b6bce4bdda46f01fbb", "term_id": "1254", "term_name": "Spring 2025", "instructors": [ "Claire Barrett", "NABILA ISNANDINI" ], "a": 62, "ab": 4, "b": 7, "bc": 2, "c": 3, "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": 79, "source_aliases": [ "HDFS 253" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "HDFS 253", "course_uid": "course_1012e0b6bce4bdda46f01fbb", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "CHANDNI ANANDHA KRISHNAN", "Claire Barrett" ], "a": 60, "ab": 4, "b": 5, "bc": 2, "c": 1, "d": 0, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 74, "source_aliases": [ "HDFS 253" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "HDFS 253", "course_uid": "course_1012e0b6bce4bdda46f01fbb", "term_id": "1264", "term_name": "Spring 2026", "instructors": [ "CHANDNI ANANDHA KRISHNAN", "Claire Barrett" ], "a": 66, "ab": 8, "b": 2, "bc": 3, "c": 0, "d": 1, "f": 2, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 82, "source_aliases": [ "HDFS 253" ] } ] ``` ### statistics #### gpa 3.739 #### graded 1260 #### counts * 987 * 117 * 75 * 26 * 24 * 16 * 15 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_1012e0b6bce4bdda46f01fbb-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_1012e0b6bce4bdda46f01fbb-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_1012e0b6bce4bdda46f01fbb-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_1012e0b6bce4bdda46f01fbb-0.json) #### reviews * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_1012e0b6bce4bdda46f01fbb-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_1012e0b6bce4bdda46f01fbb-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_1012e0b6bce4bdda46f01fbb-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_1012e0b6bce4bdda46f01fbb-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_1012e0b6bce4bdda46f01fbb-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_1012e0b6bce4bdda46f01fbb-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.7392857142857143 #### count 1260 #### university ##### size 4661 ##### gpa Percentile 46 ##### count Percentile 94 ##### median Count 135 ##### 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 | 11 | false | | 2.8–3.2 | 249 | false | | 3.2–3.6 | 1121 | false | | 3.6–4.0 | 3280 | true | #### departments ```json [ { "subject": "HDFS", "comparison": { "size": 23, "gpaPercentile": 9, "countPercentile": 91, "medianCount": 243, "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": 0, "current": false }, { "range": "3.6–4.0", "count": 23, "current": true } ] } } ] ``` ### terms #### 1202 ##### term 1202 ##### gpa 3.859848484848485 ##### count 132 ##### university ###### size 1102 ###### gpa Percentile 82 ###### count Percentile 76 ###### 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 | subject | comparison | | ------- | ---------- | | HDFS | | #### 1212 ##### term 1212 ##### gpa 3.9855072463768115 ##### count 138 ##### university ###### size 1111 ###### gpa Percentile 95 ###### count Percentile 77 ###### 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 | subject | comparison | | ------- | ---------- | | HDFS | | #### 1222 ##### term 1222 ##### gpa 3.44921875 ##### count 128 ##### university ###### size 1157 ###### gpa Percentile 34 ###### count Percentile 75 ###### 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 | subject | comparison | | ------- | ---------- | | HDFS | | #### 1224 ##### term 1224 ##### gpa 3.686046511627907 ##### count 129 ##### university ###### size 1171 ###### gpa Percentile 56 ###### count Percentile 79 ###### 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 | 3 | false | | 2.4–2.8 | 21 | false | | 2.8–3.2 | 173 | false | | 3.2–3.6 | 358 | false | | 3.6–4.0 | 616 | true | ##### departments | subject | comparison | | ------- | ---------- | | HDFS | | #### 1232 ##### term 1232 ##### gpa 3.5153846153846153 ##### count 130 ##### university ###### size 1216 ###### gpa Percentile 38 ###### count Percentile 76 ###### 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 | true | | 3.6–4.0 | 670 | false | ##### departments | subject | comparison | | ------- | ---------- | | HDFS | | #### 1234 ##### term 1234 ##### gpa 3.6693548387096775 ##### count 124 ##### university ###### size 1188 ###### gpa Percentile 52 ###### count Percentile 77 ###### 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 | false | | 3.6–4.0 | 650 | true | ##### departments | subject | comparison | | ------- | ---------- | | HDFS | | #### 1242 ##### term 1242 ##### gpa 3.9202127659574466 ##### count 94 ##### university ###### size 1295 ###### gpa Percentile 84 ###### count Percentile 65 ###### 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": "HDFS", "comparison": { "size": 13, "gpaPercentile": 83, "countPercentile": 83, "medianCount": 39, "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": 11, "current": true } ] } } ] ``` #### 1244 ##### term 1244 ##### gpa 3.8028169014084505 ##### count 71 ##### university ###### size 1241 ###### gpa Percentile 69 ###### count Percentile 54 ###### 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": "HDFS", "comparison": { "size": 15, "gpaPercentile": 64, "countPercentile": 86, "medianCount": 39, "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": 13, "current": true } ] } } ] ``` #### 1252 ##### term 1252 ##### gpa 3.85 ##### count 80 ##### university ###### size 1333 ###### gpa Percentile 73 ###### count Percentile 56 ###### 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": "HDFS", "comparison": { "size": 12, "gpaPercentile": 73, "countPercentile": 82, "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": 0, "current": false }, { "range": "3.2–3.6", "count": 0, "current": false }, { "range": "3.6–4.0", "count": 12, "current": true } ] } } ] ``` #### 1254 ##### term 1254 ##### gpa 3.721518987341772 ##### count 79 ##### university ###### size 1289 ###### gpa Percentile 55 ###### 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 | false | | 3.6–4.0 | 765 | true | ##### departments ```json [ { "subject": "HDFS", "comparison": { "size": 12, "gpaPercentile": 27, "countPercentile": 73, "medianCount": 69.5, "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": 0, "current": false }, { "range": "3.2–3.6", "count": 1, "current": false }, { "range": "3.6–4.0", "count": 11, "current": true } ] } } ] ``` #### 1262 ##### term 1262 ##### gpa 3.780821917808219 ##### count 73 ##### university ###### size 1320 ###### gpa Percentile 61 ###### count Percentile 51 ###### 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": "HDFS", "comparison": { "size": 11, "gpaPercentile": 50, "countPercentile": 70, "medianCount": 48, "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": 0, "current": false }, { "range": "3.6–4.0", "count": 11, "current": true } ] } } ] ``` #### 1264 ##### term 1264 ##### gpa 3.7378048780487805 ##### count 82 ##### university ###### size 1283 ###### gpa Percentile 55 ###### count Percentile 60 ###### 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 | false | | 3.6–4.0 | 789 | true | ##### departments ```json [ { "subject": "HDFS", "comparison": { "size": 11, "gpaPercentile": 20, "countPercentile": 70, "medianCount": 56, "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": 1, "current": false }, { "range": "3.6–4.0", "count": 10, "current": true } ] } } ] ``` ### benchmarks #### all ##### school ###### size 4661 ###### gpa 3.700464951450254 ###### top Share 84.3789579724209 ###### count 135 ##### HDFS ###### size 23 ###### gpa 3.819206785518533 ###### top Share 91.98550951988456 ###### count 243 #### terms ##### 1202 ###### school ###### size 1102 ###### gpa 3.5102605987403313 ###### top Share 72.78244569053733 ###### count 68 ##### 1212 ###### school ###### size 1111 ###### gpa 3.5856416028074487 ###### top Share 77.58926748660845 ###### count 68 ##### 1222 ###### school ###### size 1157 ###### gpa 3.563052311875811 ###### top Share 76.64869058732418 ###### count 64 ##### 1224 ###### school ###### size 1171 ###### gpa 3.5627882428500937 ###### top Share 76.37271640560496 ###### count 64 ##### 1232 ###### school ###### size 1216 ###### gpa 3.575457431972425 ###### top Share 77.33712216234007 ###### count 66 ##### 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 ###### HDFS ###### size 13 ###### gpa 3.7660316859768184 ###### top Share 87.69896723080787 ###### count 39 ##### 1244 ###### school ###### size 1241 ###### gpa 3.5975573126929192 ###### top Share 78.29036874847135 ###### count 65 ###### HDFS ###### size 15 ###### gpa 3.7640267826325347 ###### top Share 88.1517341760321 ###### count 39 ##### 1252 ###### school ###### size 1333 ###### gpa 3.619494049739118 ###### top Share 79.71442190500672 ###### count 69 ###### HDFS ###### size 12 ###### gpa 3.7848627604057277 ###### top Share 89.15277536295575 ###### count 51 ##### 1254 ###### school ###### size 1289 ###### gpa 3.6126423469389106 ###### top Share 79.48050408754871 ###### count 66 ###### HDFS ###### size 12 ###### gpa 3.768674830095458 ###### top Share 90.09042838421236 ###### count 69.5 ##### 1262 ###### school ###### size 1320 ###### gpa 3.628825763035853 ###### top Share 80.21118846327654 ###### count 70 ###### HDFS ###### size 11 ###### gpa 3.7951759200763022 ###### top Share 89.43953856051053 ###### count 48 ##### 1264 ###### school ###### size 1283 ###### gpa 3.6229729166451925 ###### top Share 80.13669149396227 ###### count 66 ###### HDFS ###### size 11 ###### gpa 3.750282512213454 ###### top Share 89.38398590404022 ###### count 56 ## instructor Trends ```json [ { "uid": "instructor_ca657e9ecd4855db2c67739e", "name": "KRISTY ANN BURKHOLDER", "count": 781, "terms": [ { "term": "1202", "count": 132, "sections": 1, "gpa": 3.859848484848485 }, { "term": "1212", "count": 138, "sections": 1, "gpa": 3.9855072463768115 }, { "term": "1222", "count": 128, "sections": 1, "gpa": 3.44921875 }, { "term": "1224", "count": 129, "sections": 1, "gpa": 3.686046511627907 }, { "term": "1232", "count": 130, "sections": 1, "gpa": 3.5153846153846153 }, { "term": "1234", "count": 124, "sections": 1, "gpa": 3.6693548387096775 } ] }, { "uid": "instructor_2f1704ec173b390e69940d29", "name": "CLAIRE BARRETT", "count": 479, "terms": [ { "term": "1242", "count": 94, "sections": 1, "gpa": 3.9202127659574466 }, { "term": "1244", "count": 71, "sections": 1, "gpa": 3.8028169014084505 }, { "term": "1252", "count": 80, "sections": 1, "gpa": 3.85 }, { "term": "1254", "count": 79, "sections": 1, "gpa": 3.721518987341772 }, { "term": "1262", "count": 73, "sections": 1, "gpa": 3.780821917808219 }, { "term": "1264", "count": 82, "sections": 1, "gpa": 3.7378048780487805 } ] }, { "uid": "instructor_8cb5b0a6206012e1ccaceab2", "name": "NABILA ISNANDINI", "count": 159, "terms": [ { "term": "1252", "count": 80, "sections": 1, "gpa": 3.85 }, { "term": "1254", "count": 79, "sections": 1, "gpa": 3.721518987341772 } ] }, { "uid": "instructor_fa22b6ddcece87093d480d1e", "name": "CHANDNI ANANDHA KRISHNAN", "count": 155, "terms": [ { "term": "1262", "count": 73, "sections": 1, "gpa": 3.780821917808219 }, { "term": "1264", "count": 82, "sections": 1, "gpa": 3.7378048780487805 } ] }, { "uid": "instructor_b764b3179fe70f2b71d2b43e", "name": "HEATHER KIRKORIAN", "count": 129, "terms": [ { "term": "1224", "count": 129, "sections": 1, "gpa": 3.686046511627907 } ] }, { "uid": "instructor_5bb5efc8aea9fbd11129373e", "name": "INYILLAH CONTEH", "count": 94, "terms": [ { "term": "1242", "count": 94, "sections": 1, "gpa": 3.9202127659574466 } ] }, { "uid": "instructor_650fd03963aea3acad197fe6", "name": "MICAH ROBINSON", "count": 71, "terms": [ { "term": "1244", "count": 71, "sections": 1, "gpa": 3.8028169014084505 } ] } ] ``` ## following None recorded. ## projection ### target 1272 ### interval #### lower 3.48 #### upper 4 #### coverage 80 #### terms 4 ### gpa 3.7429899485655365 ### grades | grade | percentage | | ----- | ------------------ | | A | 77.1991992756702 | | AB | 10.062654875921961 | | B | 6.44709532891813 | | BC | 2.7472366262440135 | | C | 1.6596542666972272 | | D | 0.7542196023871417 | | F | 1.1299400241613293 | ### source Terms * 1262 * 1252 * 1242 * 1232 * 1222 ### source Count 505 ### same Season true ### historical Range * 3.44921875 * 3.920212765957447 ### backtest #### terms 4 #### gpa Error 0.15350583046871513 #### mix Error 13.475827196009888