# HDFS 517: Couple Relationships | UW–Madison [View on UW Courses](https://uwcourses.com/courses/HDFS_517) ## 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 3a5c277fac971fc61473cc86c776350b86a82c19fe5db9273949099fe76c1a50 ### course id HDFS 517 ### course uid course\_86fa1803eed8dbbac8593e43 ### catalog version id 09f5c0afc613d61cb4836c963b523962a5ce846df0708e8153f2ed9a16a68732 ### course number 517 ### subjects * HDFS ### title COUPLE RELATIONSHIPS ### description Romantic relationships are universally desired, and individuals around the globe agree about what successful intimacy entails: we all want to be loved, supported, and cared for by partners we hold in high esteem. Nevertheless, intimate relationships can be difficult to form and maintain. Explore a range of theoretical perspectives and methodologies to understand how it is that intimate relationships develop, thrive, or deteriorate over time. Connect intimate relationship science to real life experiences. ### requirements text Sophomore standing ### credits min 3 ### credits max 3 ### credit offering ids * 1272:230:021250 ### llm job id enrich-f516c4d3e82cfe326b4f5f54 ### llm output id 3a5b6610af1a1e1e139f23cbf97aa386a6ceff8648909809c0a9546aaa807e00 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary HDFS 517 explores theoretical perspectives and methodologies to understand how intimate relationships develop, thrive, or deteriorate over time. ### llm topics * Development and deterioration of intimate relationships * Theoretical perspectives and methodologies in relationship science * Challenges in forming and maintaining intimate relationships ### llm skills * Apply theoretical perspectives and methodologies to relationship science * Connect relationship science to real-life experiences ### llm assumed background None recorded. ### llm search phrases * intimate relationships theory * couple dynamics research * relationship science methods * romantic intimacy development ### llm requirements status valid ### llm student summary status valid ### llm experience status valid ### catalog variants None recorded. ### student summary #### context hash e43fc70132e458e1f65216741bddc974acb9e4da57ab6c7d5838ed5e77085d8e #### course id HDFS 517 #### current instructors ```json [ { "instructor_uid": "instructor_1008cd898f67eef29b2b846c", "message": "No course-specific reviews available", "name": "Paulina Wuestefeld", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [ { "citations": [ { "course_id": "HDFS 517", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "69200a91-de76-384b-ad5a-27d41ec86bee", "source_record": { "entity_id": "69200a91-de76-384b-ad5a-27d41ec86bee", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "HDFS 517", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "69200a91-de76-384b-ad5a-27d41ec86bee", "source_record": { "entity_id": "69200a91-de76-384b-ad5a-27d41ec86bee", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ], "text": "Recent recorded grades — Fall 2025: 3.77 GPA, 85.0% A/AB (n=60 letter grades); Spring 2026: 3.62 GPA, 85.7% A/AB (n=56 letter grades). Includes jointly taught sections." } ] }, { "instructor_uid": "instructor_f43285df8032592dde7aa2f8", "message": null, "name": "Polina Levchenko", "review_status": "supported", "rmp_instructor_id": "rmp:2442060", "summary": [ { "citations": [ { "instructor_name": "Polina Levchenko", "review_date": "2024-07-18 17:01:03 +0000 UTC", "review_id": "75fe716f44afe0e055d2f0a7", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2442060", "source_review_id": "UmF0aW5nLTM5NjMwODk4", "source_url": "https://www.ratemyprofessors.com/professor/2442060", "type": "review" }, { "instructor_name": "Polina Levchenko", "review_date": "2024-11-21 04:04:48 +0000 UTC", "review_id": "f31b9cfc087404ba85a8deb2", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2442060", "source_review_id": "UmF0aW5nLTM5OTk5Nzc2", "source_url": "https://www.ratemyprofessors.com/professor/2442060", "type": "review" }, { "instructor_name": "Polina Levchenko", "review_date": "2024-12-08 23:28:55 +0000 UTC", "review_id": "9f124ca135097d45424d5c2c", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2442060", "source_review_id": "UmF0aW5nLTQwMTYzNDUx", "source_url": "https://www.ratemyprofessors.com/professor/2442060", "type": "review" } ], "text": "Polina Levchenko receives criticism for poor communication, including delayed assignment postings and unreturned emails, as well as slow grading and mandatory attendance with minimal instruction. While one reviewer found the course an easy A, others describe the experience as annoying and frustrating due to unclear expectations and strict point deductions." }, { "citations": [ { "course_id": "HDFS 517", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "69200a91-de76-384b-ad5a-27d41ec86bee", "source_record": { "entity_id": "69200a91-de76-384b-ad5a-27d41ec86bee", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1212", "type": "grade" }, { "course_id": "HDFS 517", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "69200a91-de76-384b-ad5a-27d41ec86bee", "source_record": { "entity_id": "69200a91-de76-384b-ad5a-27d41ec86bee", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1224", "type": "grade" }, { "course_id": "HDFS 517", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "69200a91-de76-384b-ad5a-27d41ec86bee", "source_record": { "entity_id": "69200a91-de76-384b-ad5a-27d41ec86bee", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" } ], "text": "Recent recorded grades — Fall 2020: 3.71 GPA, 88.0% A/AB (n=50 letter grades); Spring 2022: 3.89 GPA, 95.8% A/AB (n=48 letter grades); Fall 2022: 3.71 GPA, 87.0% A/AB (n=46 letter grades). Includes jointly taught sections." } ] } ] ``` #### difficulty workload Workload is described as manageable with easy grades, but students must complete all requirements because the instructor is strict and does not offer leniency or clear explanations. ```json { "citations": [ { "instructor_name": "Polina Levchenko", "review_date": "2024-11-21 04:04:48 +0000 UTC", "review_id": "f31b9cfc087404ba85a8deb2", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2442060", "source_review_id": "UmF0aW5nLTM5OTk5Nzc2", "source_url": "https://www.ratemyprofessors.com/professor/2442060", "type": "review" }, { "instructor_name": "Polina Levchenko", "review_date": "2024-12-08 23:28:55 +0000 UTC", "review_id": "9f124ca135097d45424d5c2c", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2442060", "source_review_id": "UmF0aW5nLTQwMTYzNDUx", "source_url": "https://www.ratemyprofessors.com/professor/2442060", "type": "review" } ] } ``` #### errors None recorded. #### historical context No reviews exist for current instructors Paulina Wuestefeld or Polina Levchenko. Historical reviews for Lauren Papp describe her as a great teacher who uses discussions to maintain engagement, though one reviewer found the lectures boring. ```json { "citations": [ { "instructor_name": "Lauren Papp", "review_date": "2015-03-16 17:34:22 +0000 UTC", "review_id": "746f9e49cf70c6ae0e9580ab", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1053120", "source_review_id": "UmF0aW5nLTI0NDY2MTYw", "source_url": "https://www.ratemyprofessors.com/professor/1053120", "type": "review" }, { "instructor_name": "Lauren Papp", "review_date": "2018-12-12 12:25:31 +0000 UTC", "review_id": "2e3ef3bbdde6277d0f50a00e", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1053120", "source_review_id": "UmF0aW5nLTMwOTg1Mjc1", "source_url": "https://www.ratemyprofessors.com/professor/1053120", "type": "review" } ] } ``` #### offered true #### profile hash e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1 #### quick take Reviews for Polina Levchenko describe a frustrating experience marked by poor communication, delayed grading, and confusing assignment instructions, though one student noted the course was easy to get an A in. ```json { "citations": [ { "instructor_name": "Polina Levchenko", "review_date": "2024-07-18 17:01:03 +0000 UTC", "review_id": "75fe716f44afe0e055d2f0a7", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2442060", "source_review_id": "UmF0aW5nLTM5NjMwODk4", "source_url": "https://www.ratemyprofessors.com/professor/2442060", "type": "review" }, { "instructor_name": "Polina Levchenko", "review_date": "2024-11-21 04:04:48 +0000 UTC", "review_id": "f31b9cfc087404ba85a8deb2", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2442060", "source_review_id": "UmF0aW5nLTM5OTk5Nzc2", "source_url": "https://www.ratemyprofessors.com/professor/2442060", "type": "review" }, { "instructor_name": "Polina Levchenko", "review_date": "2024-12-08 23:28:55 +0000 UTC", "review_id": "9f124ca135097d45424d5c2c", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2442060", "source_review_id": "UmF0aW5nLTQwMTYzNDUx", "source_url": "https://www.ratemyprofessors.com/professor/2442060", "type": "review" } ] } ``` Recent recorded grades — Spring 2025: 3.71 GPA, 88.1% A/AB (n=59 letter grades); Fall 2025: 3.77 GPA, 85.0% A/AB (n=60 letter grades); Spring 2026: 3.62 GPA, 85.7% A/AB (n=56 letter grades). ```json { "citations": [ { "course_id": "HDFS 517", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "69200a91-de76-384b-ad5a-27d41ec86bee", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "HDFS 517", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "69200a91-de76-384b-ad5a-27d41ec86bee", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "HDFS 517", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "69200a91-de76-384b-ad5a-27d41ec86bee", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1264", "type": "grade" } ] } ``` #### student experience Students report significant frustration with the instructor's lack of email responsiveness, slow feedback turnaround, and mandatory attendance policies where she lectures without engaging with the material. ```json { "citations": [ { "instructor_name": "Polina Levchenko", "review_date": "2024-07-18 17:01:03 +0000 UTC", "review_id": "75fe716f44afe0e055d2f0a7", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2442060", "source_review_id": "UmF0aW5nLTM5NjMwODk4", "source_url": "https://www.ratemyprofessors.com/professor/2442060", "type": "review" }, { "instructor_name": "Polina Levchenko", "review_date": "2024-12-08 23:28:55 +0000 UTC", "review_id": "9f124ca135097d45424d5c2c", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2442060", "source_review_id": "UmF0aW5nLTQwMTYzNDUx", "source_url": "https://www.ratemyprofessors.com/professor/2442060", "type": "review" } ] } ``` #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history LAUREN PAPP is recorded teaching in Fall 2006, Spring 2007, Fall 2007, Spring 2011, Fall 2011, Spring 2012, Spring 2014, Fall 2014, Fall 2015, Spring 2016, Fall 2018, Spring 2019, Fall 2020, Fall 2021, Spring 2023, Fall 2023, Fall 2024, Spring 2025, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "HDFS 517", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "69200a91-de76-384b-ad5a-27d41ec86bee", "source_record": { "entity_id": "69200a91-de76-384b-ad5a-27d41ec86bee", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1072", "type": "grade" }, { "course_id": "HDFS 517", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "69200a91-de76-384b-ad5a-27d41ec86bee", "source_record": { "entity_id": "69200a91-de76-384b-ad5a-27d41ec86bee", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1074", "type": "grade" }, { "course_id": "HDFS 517", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "69200a91-de76-384b-ad5a-27d41ec86bee", "source_record": { "entity_id": "69200a91-de76-384b-ad5a-27d41ec86bee", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1082", "type": "grade" }, { "course_id": "HDFS 517", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "69200a91-de76-384b-ad5a-27d41ec86bee", "source_record": { "entity_id": "69200a91-de76-384b-ad5a-27d41ec86bee", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1114", "type": "grade" }, { "course_id": "HDFS 517", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "69200a91-de76-384b-ad5a-27d41ec86bee", "source_record": { "entity_id": "69200a91-de76-384b-ad5a-27d41ec86bee", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1122", "type": "grade" }, { "course_id": "HDFS 517", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "69200a91-de76-384b-ad5a-27d41ec86bee", "source_record": { "entity_id": "69200a91-de76-384b-ad5a-27d41ec86bee", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1124", "type": "grade" }, { "course_id": "HDFS 517", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "69200a91-de76-384b-ad5a-27d41ec86bee", "source_record": { "entity_id": "69200a91-de76-384b-ad5a-27d41ec86bee", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1144", "type": "grade" }, { "course_id": "HDFS 517", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "69200a91-de76-384b-ad5a-27d41ec86bee", "source_record": { "entity_id": "69200a91-de76-384b-ad5a-27d41ec86bee", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1152", "type": "grade" }, { "course_id": "HDFS 517", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "69200a91-de76-384b-ad5a-27d41ec86bee", "source_record": { "entity_id": "69200a91-de76-384b-ad5a-27d41ec86bee", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1162", "type": "grade" }, { "course_id": "HDFS 517", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "69200a91-de76-384b-ad5a-27d41ec86bee", "source_record": { "entity_id": "69200a91-de76-384b-ad5a-27d41ec86bee", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1164", "type": "grade" }, { "course_id": "HDFS 517", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "69200a91-de76-384b-ad5a-27d41ec86bee", "source_record": { "entity_id": "69200a91-de76-384b-ad5a-27d41ec86bee", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1192", "type": "grade" }, { "course_id": "HDFS 517", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "69200a91-de76-384b-ad5a-27d41ec86bee", "source_record": { "entity_id": "69200a91-de76-384b-ad5a-27d41ec86bee", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1194", "type": "grade" }, { "course_id": "HDFS 517", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "69200a91-de76-384b-ad5a-27d41ec86bee", "source_record": { "entity_id": "69200a91-de76-384b-ad5a-27d41ec86bee", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1212", "type": "grade" }, { "course_id": "HDFS 517", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "69200a91-de76-384b-ad5a-27d41ec86bee", "source_record": { "entity_id": "69200a91-de76-384b-ad5a-27d41ec86bee", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1222", "type": "grade" }, { "course_id": "HDFS 517", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "69200a91-de76-384b-ad5a-27d41ec86bee", "source_record": { "entity_id": "69200a91-de76-384b-ad5a-27d41ec86bee", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "type": "grade" }, { "course_id": "HDFS 517", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "69200a91-de76-384b-ad5a-27d41ec86bee", "source_record": { "entity_id": "69200a91-de76-384b-ad5a-27d41ec86bee", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "HDFS 517", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "69200a91-de76-384b-ad5a-27d41ec86bee", "source_record": { "entity_id": "69200a91-de76-384b-ad5a-27d41ec86bee", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "HDFS 517", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "69200a91-de76-384b-ad5a-27d41ec86bee", "source_record": { "entity_id": "69200a91-de76-384b-ad5a-27d41ec86bee", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "HDFS 517", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "69200a91-de76-384b-ad5a-27d41ec86bee", "source_record": { "entity_id": "69200a91-de76-384b-ad5a-27d41ec86bee", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` PAULINA WUESTEFELD is recorded teaching in Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "HDFS 517", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "69200a91-de76-384b-ad5a-27d41ec86bee", "source_record": { "entity_id": "69200a91-de76-384b-ad5a-27d41ec86bee", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "HDFS 517", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "69200a91-de76-384b-ad5a-27d41ec86bee", "source_record": { "entity_id": "69200a91-de76-384b-ad5a-27d41ec86bee", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ] } ``` POLINA LEVCHENKO is recorded teaching in Fall 2016, Spring 2017, Fall 2017, Fall 2020, Spring 2022, Fall 2022. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "HDFS 517", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "69200a91-de76-384b-ad5a-27d41ec86bee", "source_record": { "entity_id": "69200a91-de76-384b-ad5a-27d41ec86bee", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1172", "type": "grade" }, { "course_id": "HDFS 517", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "69200a91-de76-384b-ad5a-27d41ec86bee", "source_record": { "entity_id": "69200a91-de76-384b-ad5a-27d41ec86bee", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1174", "type": "grade" }, { "course_id": "HDFS 517", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "69200a91-de76-384b-ad5a-27d41ec86bee", "source_record": { "entity_id": "69200a91-de76-384b-ad5a-27d41ec86bee", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1182", "type": "grade" }, { "course_id": "HDFS 517", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "69200a91-de76-384b-ad5a-27d41ec86bee", "source_record": { "entity_id": "69200a91-de76-384b-ad5a-27d41ec86bee", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1212", "type": "grade" }, { "course_id": "HDFS 517", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "69200a91-de76-384b-ad5a-27d41ec86bee", "source_record": { "entity_id": "69200a91-de76-384b-ad5a-27d41ec86bee", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1224", "type": "grade" }, { "course_id": "HDFS 517", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "69200a91-de76-384b-ad5a-27d41ec86bee", "source_record": { "entity_id": "69200a91-de76-384b-ad5a-27d41ec86bee", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" } ] } ``` #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [], "condition": "Sophomore standing", "course": null, "evidence": "Sophomore standing", "id": "n0", "kind": "condition" } ] ``` #### notes None recorded. #### root n0 #### status parsed ### instructors ```json [ { "instructor_uid": "instructor_1008cd898f67eef29b2b846c", "source": "enrollment", "source_instructor_id": "wuestefeld", "identity_basis": "netid", "identity_status": "source_identified", "name": "Paulina Wuestefeld", "email": "WUESTEFELD@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/PAULINA_WUESTEFELD" }, { "instructor_uid": "instructor_f43285df8032592dde7aa2f8", "source": "enrollment", "source_instructor_id": "plevchenko", "identity_basis": "netid", "identity_status": "source_identified", "name": "Polina Levchenko", "email": "PLEVCHENKO@WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 24, "quality": 2.04, "difficulty": 2.29, "quality_count": 24, "difficulty_count": 24, "profile_id": "rmp:2442060", "source_url": "https://www.ratemyprofessors.com/professor/2442060", "match_basis": "exact_name", "observed_at": "2026-09-07 16:11:43.812945+00:00", "courses": { "course_7497df5bc64fedd07f82b4aa": { "review_count": 9, "quality": 1.89, "difficulty": 2.56, "quality_count": 9, "difficulty_count": 9 }, "course_0dbc849ae691e66884d6c49d": { "review_count": 8, "quality": 2.25, "difficulty": 2, "quality_count": 8, "difficulty_count": 8 }, "course_215d003d56fbaa10ddadbf86": { "review_count": 4, "quality": 2.25, "difficulty": 2.25, "quality_count": 4, "difficulty_count": 4 }, "course_86fa1803eed8dbbac8593e43": { "review_count": 3, "quality": 1.67, "difficulty": 2.33, "quality_count": 3, "difficulty_count": 3 } }, "bayesian_quality": 2.776220810702998, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/POLINA_LEVCHENKO" } ] ``` ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:230:021250", "course_id": "HDFS 517", "course_uid": "course_86fa1803eed8dbbac8593e43", "term_id": "1272", "source_course_id": "021250", "source_subject_id": "230", "title": "Couple Relationships", "credits_min": 3, "credits_max": 3, "typically_offered": "Fall, Spring" } ] ``` ### sections ```json [ { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:12449", "term_id": "1272", "source_section_id": "12449", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Online Only", "capacity": 75, "enrolled": 75, "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_5708eb62f1f642e322114145", "source": "madgrades", "source_instructor_id": "1545740", "identity_basis": "source_id", "identity_status": "source_identified", "name": "LAUREN PAPP", "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": 3.75, "difficulty": 2, "quality_count": 4, "difficulty_count": 4, "profile_id": "rmp:1053120", "source_url": "https://www.ratemyprofessors.com/professor/1053120", "match_basis": "exact_name", "observed_at": "2026-09-07 16:23:58.217002+00:00", "courses": { "course_86fa1803eed8dbbac8593e43": { "review_count": 2, "quality": 3.5, "difficulty": 2, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 3.6747381529554963, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.689, "graded": 925, "counts": [ 610, 159, 87, 45, 19, 4, 1 ], "sections": 59 }, "instructor_url": "/instructors/LAUREN_PAPP--instructor_5708eb62f1f642e322114145" }, { "instructor_uid": "instructor_ac89ec43bc58aa25811269d7", "source": "madgrades", "source_instructor_id": "545730", "identity_basis": "source_id", "identity_status": "source_identified", "name": "LAURA FILLINGAME KNUDTSON", "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": 3.867, "graded": 49, "counts": [ 38, 9, 2, 0, 0, 0, 0 ], "sections": 9 }, "instructor_url": "/instructors/LAURA_FILLINGAME_KNUDTSON" }, { "instructor_uid": "instructor_6f5ee4e974c498391362bb4c", "source": "madgrades", "source_instructor_id": "986112", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JAMES DAVID LAMBERT", "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": 3.824, "graded": 555, "counts": [ 429, 78, 41, 3, 1, 1, 2 ], "sections": 17 }, "instructor_url": "/instructors/JAMES_DAVID_LAMBERT--instructor_6f5ee4e974c498391362bb4c" }, { "instructor_uid": "instructor_1733e2925924a1ffd0008352", "source": "madgrades", "source_instructor_id": "3856031", "identity_basis": "source_id", "identity_status": "source_identified", "name": "SARAH MALECK", "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": 30, "counts": [ 26, 2, 1, 0, 0, 1, 0 ], "sections": 1 }, "instructor_url": "/instructors/SARAH_MALECK" }, { "instructor_uid": "instructor_5bb9adec297ecf54ee2bafb2", "source": "madgrades", "source_instructor_id": "2601617", "identity_basis": "source_id", "identity_status": "source_identified", "name": "LINDA ROBERTS", "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": 2, "quality": 4.5, "difficulty": 1.5, "quality_count": 2, "difficulty_count": 2, "profile_id": "rmp:1819765", "source_url": "https://www.ratemyprofessors.com/professor/1819765", "match_basis": "exact_name", "observed_at": "2026-09-07 16:23:16.727317+00:00", "courses": {}, "bayesian_quality": 3.7360779850423596, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.543, "graded": 670, "counts": [ 299, 225, 88, 33, 19, 6, 0 ], "sections": 53 }, "instructor_url": "/instructors/LINDA_ROBERTS" }, { "instructor_uid": "instructor_522c759e7b1765a00237b89e", "source": "madgrades", "source_instructor_id": "5844427", "identity_basis": "source_id", "identity_status": "source_identified", "name": "POLINA LEVCHENKO", "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": 24, "quality": 2.04, "difficulty": 2.29, "quality_count": 24, "difficulty_count": 24, "profile_id": "rmp:2442060", "source_url": "https://www.ratemyprofessors.com/professor/2442060", "match_basis": "exact_name", "observed_at": "2026-09-07 16:11:43.812945+00:00", "courses": { "course_7497df5bc64fedd07f82b4aa": { "review_count": 9, "quality": 1.89, "difficulty": 2.56, "quality_count": 9, "difficulty_count": 9 }, "course_0dbc849ae691e66884d6c49d": { "review_count": 8, "quality": 2.25, "difficulty": 2, "quality_count": 8, "difficulty_count": 8 }, "course_215d003d56fbaa10ddadbf86": { "review_count": 4, "quality": 2.25, "difficulty": 2.25, "quality_count": 4, "difficulty_count": 4 }, "course_86fa1803eed8dbbac8593e43": { "review_count": 3, "quality": 1.67, "difficulty": 2.33, "quality_count": 3, "difficulty_count": 3 } }, "bayesian_quality": 2.776220810702998, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.729, "graded": 2717, "counts": [ 2014, 346, 183, 62, 66, 29, 17 ], "sections": 62 }, "instructor_url": "/instructors/POLINA_LEVCHENKO--instructor_522c759e7b1765a00237b89e" }, { "instructor_uid": "instructor_da62a7b6c3fed727d761a42c", "source": "madgrades", "source_instructor_id": "5074589", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JENNIFER PUTNEY", "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": 1, "quality": 5, "difficulty": 3, "quality_count": 1, "difficulty_count": 1, "profile_id": "rmp:2673723", "source_url": "https://www.ratemyprofessors.com/professor/2673723", "match_basis": "exact_name", "observed_at": "2026-09-07 16:33:16.644075+00:00", "courses": { "course_42ff0509640f8cab240f4ca0": { "review_count": 1, "quality": 5, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.7235102700443767, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.729, "graded": 479, "counts": [ 328, 86, 39, 16, 6, 4, 0 ], "sections": 13 }, "instructor_url": "/instructors/JENNIFER_PUTNEY--instructor_da62a7b6c3fed727d761a42c" }, { "instructor_uid": "instructor_3ab9272a3c65781271cad34c", "source": "madgrades", "source_instructor_id": "6102640", "identity_basis": "source_id", "identity_status": "source_identified", "name": "SEONHWA LEE", "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": 3.477, "graded": 44, "counts": [ 21, 10, 8, 2, 2, 1, 0 ], "sections": 1 }, "instructor_url": "/instructors/SEONHWA_LEE" }, { "instructor_uid": "instructor_4c3b98c6f62754a136e54df1", "source": "madgrades", "source_instructor_id": "3750688", "identity_basis": "source_id", "identity_status": "source_identified", "name": "SHARI BLUMENSTOCK", "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": 3.82, "graded": 128, "counts": [ 97, 21, 8, 1, 0, 1, 0 ], "sections": 4 }, "instructor_url": "/instructors/SHARI_BLUMENSTOCK" }, { "instructor_uid": "instructor_3cde0ab42f99307eb52636e4", "source": "madgrades", "source_instructor_id": "6207161", "identity_basis": "source_id", "identity_status": "source_identified", "name": "VICTORIA FLEMING", "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": 3.88, "graded": 50, "counts": [ 46, 0, 3, 0, 0, 1, 0 ], "sections": 1 }, "instructor_url": "/instructors/VICTORIA_FLEMING" }, { "instructor_uid": "instructor_a62019b2d45cee888f2959d9", "source": "madgrades", "source_instructor_id": "5700874", "identity_basis": "source_id", "identity_status": "source_identified", "name": "LAURA EVANS", "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": 3.71, "graded": 50, "counts": [ 40, 4, 2, 1, 1, 1, 1 ], "sections": 1 }, "instructor_url": "/instructors/LAURA_EVANS--instructor_a62019b2d45cee888f2959d9" }, { "instructor_uid": "instructor_1987015a35c98fc3ad9b8a8e", "source": "madgrades", "source_instructor_id": "5415554", "identity_basis": "source_id", "identity_status": "source_identified", "name": "GABRIELLA POTT", "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": 3.886, "graded": 79, "counts": [ 65, 11, 2, 1, 0, 0, 0 ], "sections": 2 }, "instructor_url": "/instructors/GABRIELLA_POTT" }, { "instructor_uid": "instructor_8b3a22e5409eee543dc5a17e", "source": "madgrades", "source_instructor_id": "6084626", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ARI BROUWER", "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": 3.746, "graded": 1220, "counts": [ 920, 128, 109, 22, 25, 10, 6 ], "sections": 11 }, "instructor_url": "/instructors/ARI_BROUWER--instructor_8b3a22e5409eee543dc5a17e" }, { "instructor_uid": "instructor_e6acb304052704b72f899193", "source": "madgrades", "source_instructor_id": "6421500", "identity_basis": "source_id", "identity_status": "source_identified", "name": "AOSAI LIU", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 2, "quality": 5, "difficulty": 1.5, "quality_count": 2, "difficulty_count": 2, "profile_id": "rmp:3054376", "source_url": "https://www.ratemyprofessors.com/professor/3054376", "match_basis": "exact_name", "observed_at": "2026-09-07 16:54:21.721495+00:00", "courses": { "course_42ff0509640f8cab240f4ca0": { "review_count": 2, "quality": 5, "difficulty": 1.5, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 3.781532530496905, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.941, "graded": 219, "counts": [ 200, 15, 1, 3, 0, 0, 0 ], "sections": 5 }, "instructor_url": "/instructors/AOSAI_LIU--instructor_e6acb304052704b72f899193" }, { "instructor_uid": "instructor_dcf331d506cd6ff2039b2523", "source": "madgrades", "source_instructor_id": "5712468", "identity_basis": "source_id", "identity_status": "source_identified", "name": "HANNAH DETTINGER", "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": 3.99, "graded": 48, "counts": [ 47, 1, 0, 0, 0, 0, 0 ], "sections": 1 }, "instructor_url": "/instructors/HANNAH_DETTINGER" }, { "instructor_uid": "instructor_9f31acb9932334b466fadad4", "source": "madgrades", "source_instructor_id": "5898316", "identity_basis": "source_id", "identity_status": "source_identified", "name": "AUTUMN HARNISH", "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": 3.711, "graded": 355, "counts": [ 253, 50, 29, 9, 8, 5, 1 ], "sections": 4 }, "instructor_url": "/instructors/AUTUMN_HARNISH" }, { "instructor_uid": "instructor_0f522345feb19c4f20d3078e", "source": "madgrades", "source_instructor_id": "6550529", "identity_basis": "source_id", "identity_status": "source_identified", "name": "PAULINA WUESTEFELD", "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": 3.749, "graded": 1044, "counts": [ 801, 108, 75, 21, 20, 14, 5 ], "sections": 7 }, "instructor_url": "/instructors/PAULINA_WUESTEFELD--instructor_0f522345feb19c4f20d3078e" }, { "instructor_uid": "instructor_d4464b0cae9816e1d96446fb", "source": "madgrades", "source_instructor_id": "6267714", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ELISABETH KNUTSON", "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": 3.71, "graded": 224, "counts": [ 152, 47, 14, 5, 1, 2, 3 ], "sections": 2 }, "instructor_url": "/instructors/ELISABETH_KNUTSON--instructor_d4464b0cae9816e1d96446fb" }, { "instructor_uid": "instructor_1008cd898f67eef29b2b846c", "source": "enrollment", "source_instructor_id": "wuestefeld", "identity_basis": "netid", "identity_status": "source_identified", "name": "Paulina Wuestefeld", "email": "WUESTEFELD@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/PAULINA_WUESTEFELD" }, { "instructor_uid": "instructor_f43285df8032592dde7aa2f8", "source": "enrollment", "source_instructor_id": "plevchenko", "identity_basis": "netid", "identity_status": "source_identified", "name": "Polina Levchenko", "email": "PLEVCHENKO@WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 24, "quality": 2.04, "difficulty": 2.29, "quality_count": 24, "difficulty_count": 24, "profile_id": "rmp:2442060", "source_url": "https://www.ratemyprofessors.com/professor/2442060", "match_basis": "exact_name", "observed_at": "2026-09-07 16:11:43.812945+00:00", "courses": { "course_7497df5bc64fedd07f82b4aa": { "review_count": 9, "quality": 1.89, "difficulty": 2.56, "quality_count": 9, "difficulty_count": 9 }, "course_0dbc849ae691e66884d6c49d": { "review_count": 8, "quality": 2.25, "difficulty": 2, "quality_count": 8, "difficulty_count": 8 }, "course_215d003d56fbaa10ddadbf86": { "review_count": 4, "quality": 2.25, "difficulty": 2.25, "quality_count": 4, "difficulty_count": 4 }, "course_86fa1803eed8dbbac8593e43": { "review_count": 3, "quality": 1.67, "difficulty": 2.33, "quality_count": 3, "difficulty_count": 3 } }, "bayesian_quality": 2.776220810702998, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/POLINA_LEVCHENKO" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "HDFS 517", "course_uid": "course_86fa1803eed8dbbac8593e43", "term_id": "1072", "term_name": "Fall 2006", "instructors": [ "Lauren Papp" ], "a": 16, "ab": 7, "b": 5, "bc": 2, "c": 1, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 31, "source_aliases": [ "HDFS 517" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "HDFS 517", "course_uid": "course_86fa1803eed8dbbac8593e43", "term_id": "1074", "term_name": "Spring 2007", "instructors": [ "Lauren Papp" ], "a": 14, "ab": 10, "b": 2, "bc": 4, "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": 30, "source_aliases": [ "HDFS 517" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "HDFS 517", "course_uid": "course_86fa1803eed8dbbac8593e43", "term_id": "1082", "term_name": "Fall 2007", "instructors": [ "Lauren Papp" ], "a": 19, "ab": 9, "b": 3, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, 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"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": 39, "source_aliases": [ "HDFS 517" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "HDFS 517", "course_uid": "course_86fa1803eed8dbbac8593e43", "term_id": "1194", "term_name": "Spring 2019", "instructors": [ "Lauren Papp", "SHARI BLUMENSTOCK" ], "a": 23, "ab": 4, "b": 3, "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": 31, "source_aliases": [ "HDFS 517" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "HDFS 517", "course_uid": "course_86fa1803eed8dbbac8593e43", "term_id": "1202", "term_name": "Fall 2019", "instructors": [ "JAMES DAVID LAMBERT" ], "a": 31, "ab": 4, "b": 1, "bc": 0, "c": 1, "d": 1, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 39, "source_aliases": [ "HDFS 517" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "HDFS 517", "course_uid": "course_86fa1803eed8dbbac8593e43", "term_id": "1212", "term_name": "Fall 2020", "instructors": [ "LAURA EVANS", "Lauren Papp", "Polina Levchenko", "VICTORIA FLEMING" ], "a": 86, "ab": 4, "b": 5, "bc": 1, "c": 1, "d": 2, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 100, "source_aliases": [ "HDFS 517" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "HDFS 517", "course_uid": "course_86fa1803eed8dbbac8593e43", "term_id": "1222", "term_name": "Fall 2021", "instructors": [ "Lauren Papp" ], "a": 33, "ab": 4, "b": 1, "bc": 1, "c": 0, "d": 1, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 1, "other": 0, "total": 41, "source_aliases": [ "HDFS 517" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "HDFS 517", "course_uid": "course_86fa1803eed8dbbac8593e43", "term_id": "1224", "term_name": "Spring 2022", "instructors": [ "GABRIELLA POTT", "Polina Levchenko" ], "a": 40, "ab": 6, "b": 1, "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": 48, "source_aliases": [ "HDFS 517" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "HDFS 517", "course_uid": "course_86fa1803eed8dbbac8593e43", "term_id": "1232", "term_name": "Fall 2022", "instructors": [ "ARI BROUWER", "Polina Levchenko" ], "a": 37, "ab": 3, "b": 3, "bc": 0, "c": 1, "d": 1, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 46, "source_aliases": [ "HDFS 517" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "HDFS 517", "course_uid": "course_86fa1803eed8dbbac8593e43", "term_id": "1234", "term_name": "Spring 2023", "instructors": [ "ARI BROUWER", "Lauren Papp" ], "a": 46, "ab": 1, "b": 1, "bc": 2, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 50, "source_aliases": [ "HDFS 517" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "HDFS 517", "course_uid": "course_86fa1803eed8dbbac8593e43", "term_id": "1242", "term_name": "Fall 2023", "instructors": [ "AOSAI LIU", "Lauren Papp" ], "a": 40, "ab": 5, "b": 1, "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": 49, "source_aliases": [ "HDFS 517" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "HDFS 517", "course_uid": "course_86fa1803eed8dbbac8593e43", "term_id": "1244", "term_name": "Spring 2024", "instructors": [ "AOSAI LIU", "HANNAH DETTINGER" ], "a": 47, "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": 48, "source_aliases": [ "HDFS 517" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "HDFS 517", "course_uid": "course_86fa1803eed8dbbac8593e43", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "Lauren Papp" ], "a": 46, "ab": 4, "b": 4, "bc": 4, "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": [ "HDFS 517" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "HDFS 517", "course_uid": "course_86fa1803eed8dbbac8593e43", "term_id": "1254", "term_name": "Spring 2025", "instructors": [ "AUTUMN HARNISH", "Lauren Papp" ], "a": 45, "ab": 7, "b": 1, "bc": 3, "c": 2, "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": 59, "source_aliases": [ "HDFS 517" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "HDFS 517", "course_uid": "course_86fa1803eed8dbbac8593e43", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "Lauren Papp", "Paulina Wuestefeld" ], "a": 49, "ab": 2, "b": 5, "bc": 3, "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": 60, "source_aliases": [ "HDFS 517" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "HDFS 517", "course_uid": "course_86fa1803eed8dbbac8593e43", "term_id": "1264", "term_name": "Spring 2026", "instructors": [ "ELISABETH KNUTSON", "Paulina Wuestefeld" ], "a": 39, "ab": 9, "b": 3, "bc": 1, "c": 1, "d": 2, "f": 1, "satisfactory": 2, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 59, "source_aliases": [ "HDFS 517" ] } ] ``` ### statistics #### gpa 3.684 #### graded 1561 #### counts * 1033 * 271 * 150 * 61 * 28 * 12 * 6 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_86fa1803eed8dbbac8593e43-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_86fa1803eed8dbbac8593e43-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_86fa1803eed8dbbac8593e43-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_86fa1803eed8dbbac8593e43-0.json) #### reviews * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_86fa1803eed8dbbac8593e43-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_86fa1803eed8dbbac8593e43-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_86fa1803eed8dbbac8593e43-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_86fa1803eed8dbbac8593e43-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_86fa1803eed8dbbac8593e43-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_86fa1803eed8dbbac8593e43-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.6841768097373477 #### count 1561 #### university ##### size 5741 ##### gpa Percentile 44 ##### count Percentile 89 ##### median Count 233 ##### 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 | 374 | false | | 3.2–3.6 | 1578 | false | | 3.6–4.0 | 3778 | true | #### departments ```json [ { "subject": "HDFS", "comparison": { "size": 30, "gpaPercentile": 21, "countPercentile": 97, "medianCount": 382.5, "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": 29, "current": true } ] } } ] ``` ### terms #### 1072 ##### term 1072 ##### gpa 3.564516129032258 ##### count 31 ##### university ###### size 723 ###### gpa Percentile 73 ###### count Percentile 3 ###### 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 | 62 | false | | 2.8–3.2 | 174 | false | | 3.2–3.6 | 306 | true | | 3.6–4.0 | 180 | false | ##### departments | subject | comparison | | ------- | ---------- | | HDFS | | #### 1074 ##### term 1074 ##### gpa 3.566666666666667 ##### count 30 ##### university ###### size 695 ###### gpa Percentile 69 ###### count Percentile 0 ###### 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 | 3 | false | | 2.4–2.8 | 53 | false | | 2.8–3.2 | 184 | false | | 3.2–3.6 | 256 | true | | 3.6–4.0 | 199 | false | ##### departments | subject | comparison | | ------- | ---------- | | HDFS | | #### 1082 ##### term 1082 ##### gpa 3.7580645161290325 ##### count 31 ##### university ###### size 723 ###### gpa Percentile 82 ###### count Percentile 4 ###### 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 | subject | comparison | | ------- | ---------- | | HDFS | | #### 1084 ##### term 1084 ##### gpa 3.8 ##### count 30 ##### university ###### size 720 ###### gpa Percentile 84 ###### count Percentile 0 ###### 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 | 45 | false | | 2.8–3.2 | 207 | false | | 3.2–3.6 | 248 | false | | 3.6–4.0 | 217 | true | ##### departments | subject | comparison | | ------- | ---------- | | HDFS | | #### 1092 ##### term 1092 ##### gpa 3.7413793103448274 ##### count 29 ##### departments | subject | comparison | | ------- | ---------- | | HDFS | | #### 1094 ##### term 1094 ##### gpa 3.8392857142857144 ##### count 28 ##### departments | subject | comparison | | ------- | ---------- | | HDFS | | #### 1102 ##### term 1102 ##### gpa 3.8 ##### count 25 ##### departments | subject | comparison | | ------- | ---------- | | HDFS | | #### 1104 ##### term 1104 ##### gpa 3.8846153846153846 ##### count 26 ##### departments | subject | comparison | | ------- | ---------- | | HDFS | | #### 1112 ##### term 1112 ##### gpa 3.793103448275862 ##### count 29 ##### departments | subject | comparison | | ------- | ---------- | | HDFS | | #### 1114 ##### term 1114 ##### gpa 3.1607142857142856 ##### count 28 ##### departments | subject | comparison | | ------- | ---------- | | HDFS | | #### 1122 ##### term 1122 ##### gpa 3.484375 ##### count 32 ##### university ###### size 804 ###### gpa Percentile 60 ###### count Percentile 4 ###### 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 | subject | comparison | | ------- | ---------- | | HDFS | | #### 1124 ##### term 1124 ##### gpa 3.326923076923077 ##### count 26 ##### departments | subject | comparison | | ------- | ---------- | | HDFS | | #### 1132 ##### term 1132 ##### gpa 3.8333333333333335 ##### count 30 ##### university ###### size 851 ###### gpa Percentile 86 ###### count Percentile 0 ###### 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 | subject | comparison | | ------- | ---------- | | HDFS | | #### 1134 ##### term 1134 ##### gpa 3.1551724137931036 ##### count 29 ##### departments | subject | comparison | | ------- | ---------- | | HDFS | | #### 1144 ##### term 1144 ##### gpa 3.185185185185185 ##### count 54 ##### university ###### size 878 ###### gpa Percentile 30 ###### count Percentile 39 ###### 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 | 4 | false | | 2.4–2.8 | 30 | false | | 2.8–3.2 | 243 | true | | 3.2–3.6 | 302 | false | | 3.6–4.0 | 299 | false | ##### departments | subject | comparison | | ------- | ---------- | | HDFS | | #### 1152 ##### term 1152 ##### gpa 3.5816326530612246 ##### count 49 ##### university ###### size 918 ###### gpa Percentile 67 ###### count Percentile 34 ###### 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 | true | | 3.6–4.0 | 286 | false | ##### departments | subject | comparison | | ------- | ---------- | | HDFS | | #### 1154 ##### term 1154 ##### gpa 3.8142857142857145 ##### count 35 ##### university ###### size 935 ###### gpa Percentile 82 ###### count Percentile 10 ###### median Count 63 ###### 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 | 38 | false | | 2.8–3.2 | 237 | false | | 3.2–3.6 | 326 | false | | 3.6–4.0 | 334 | true | ##### departments | subject | comparison | | ------- | ---------- | | HDFS | | #### 1162 ##### term 1162 ##### gpa 3.7346938775510203 ##### count 49 ##### university ###### size 954 ###### gpa Percentile 76 ###### count Percentile 35 ###### 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 | subject | comparison | | ------- | ---------- | | HDFS | | #### 1164 ##### term 1164 ##### gpa 3.61 ##### count 50 ##### university ###### size 965 ###### gpa Percentile 61 ###### count Percentile 35 ###### 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 | 3 | false | | 2.4–2.8 | 37 | false | | 2.8–3.2 | 216 | false | | 3.2–3.6 | 319 | false | | 3.6–4.0 | 390 | true | ##### departments | subject | comparison | | ------- | ---------- | | HDFS | | #### 1172 ##### term 1172 ##### gpa 3.461038961038961 ##### count 77 ##### university ###### size 991 ###### gpa Percentile 48 ###### count Percentile 57 ###### 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 | 0 | false | | 2.4–2.8 | 22 | false | | 2.8–3.2 | 226 | false | | 3.2–3.6 | 353 | true | | 3.6–4.0 | 390 | false | ##### departments | subject | comparison | | ------- | ---------- | | HDFS | | #### 1174 ##### term 1174 ##### gpa 3.7261904761904763 ##### count 42 ##### university ###### size 955 ###### gpa Percentile 71 ###### count Percentile 22 ###### 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 | 29 | false | | 2.8–3.2 | 224 | false | | 3.2–3.6 | 332 | false | | 3.6–4.0 | 369 | true | ##### departments | subject | comparison | | ------- | ---------- | | HDFS | | #### 1182 ##### term 1182 ##### gpa 3.842857142857143 ##### count 35 ##### university ###### size 1025 ###### gpa Percentile 84 ###### count Percentile 8 ###### 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 | subject | comparison | | ------- | ---------- | | HDFS | | #### 1184 ##### term 1184 ##### gpa 3.477272727272727 ##### count 44 ##### university ###### size 1010 ###### gpa Percentile 47 ###### count Percentile 25 ###### 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 | 26 | false | | 2.8–3.2 | 210 | false | | 3.2–3.6 | 355 | true | | 3.6–4.0 | 418 | false | ##### departments | subject | comparison | | ------- | ---------- | | HDFS | | #### 1192 ##### term 1192 ##### gpa 3.628205128205128 ##### count 39 ##### university ###### size 1077 ###### gpa Percentile 59 ###### count Percentile 19 ###### 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 | subject | comparison | | ------- | ---------- | | HDFS | | #### 1194 ##### term 1194 ##### gpa 3.8333333333333335 ##### count 30 ##### university ###### size 1040 ###### gpa Percentile 79 ###### count Percentile 0 ###### 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 | 23 | false | | 2.8–3.2 | 220 | false | | 3.2–3.6 | 342 | false | | 3.6–4.0 | 454 | true | ##### departments | subject | comparison | | ------- | ---------- | | HDFS | | #### 1202 ##### term 1202 ##### gpa 3.6923076923076925 ##### count 39 ##### university ###### size 1102 ###### gpa Percentile 64 ###### count Percentile 18 ###### 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 3.795 ##### count 100 ##### university ###### size 1111 ###### gpa Percentile 68 ###### count Percentile 67 ###### 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 3.8125 ##### count 40 ##### university ###### size 1157 ###### gpa Percentile 73 ###### count Percentile 22 ###### 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 | subject | comparison | | ------- | ---------- | | HDFS | | #### 1224 ##### term 1224 ##### gpa 3.8854166666666665 ##### count 48 ##### university ###### size 1171 ###### gpa Percentile 80 ###### count Percentile 35 ###### 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 3.7065217391304346 ##### count 46 ##### university ###### size 1216 ###### gpa Percentile 58 ###### count Percentile 30 ###### 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 | subject | comparison | | ------- | ---------- | | HDFS | | #### 1234 ##### term 1234 ##### gpa 3.91 ##### count 50 ##### university ###### size 1188 ###### gpa Percentile 82 ###### count Percentile 35 ###### 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 3.836734693877551 ##### count 49 ##### university ###### size 1295 ###### gpa Percentile 72 ###### count Percentile 37 ###### 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": 75, "countPercentile": 58, "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 3.9895833333333335 ##### count 48 ##### university ###### size 1241 ###### gpa Percentile 95 ###### count Percentile 34 ###### 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": 93, "countPercentile": 64, "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 3.793103448275862 ##### count 58 ##### university ###### size 1333 ###### gpa Percentile 65 ###### count Percentile 42 ###### 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": 64, "countPercentile": 55, "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 3.711864406779661 ##### count 59 ##### university ###### size 1289 ###### gpa Percentile 53 ###### count Percentile 46 ###### 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": 18, "countPercentile": 27, "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 3.775 ##### count 60 ##### university ###### size 1320 ###### gpa Percentile 61 ###### count Percentile 41 ###### 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": 30, "countPercentile": 60, "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 3.625 ##### count 56 ##### university ###### size 1283 ###### gpa Percentile 41 ###### count Percentile 41 ###### 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": 10, "countPercentile": 50, "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 5741 ###### gpa 3.67019399739558 ###### top Share 82.47680801060831 ###### count 233 ##### HDFS ###### size 30 ###### gpa 3.796768880220214 ###### top Share 90.63170000845278 ###### count 382.5 #### terms ##### 1072 ###### school ###### size 723 ###### gpa 3.344595727439471 ###### top Share 62.012941427864526 ###### count 67 ##### 1074 ###### school ###### size 695 ###### gpa 3.3616924722887376 ###### top Share 63.22509110105764 ###### count 69 ##### 1082 ###### school ###### size 723 ###### gpa 3.3583896732335172 ###### top Share 62.932746798940194 ###### count 68 ##### 1084 ###### school ###### size 720 ###### gpa 3.3670742938849725 ###### top Share 63.42064564712246 ###### count 70 ##### 1092 ###### school ###### size 732 ###### gpa 3.374660709520374 ###### top Share 63.690339324346596 ###### count 70 ##### 1094 ###### school ###### size 758 ###### gpa 3.3891454428111527 ###### top Share 64.36369814389255 ###### count 71 ##### 1102 ###### school ###### size 774 ###### gpa 3.36712622366007 ###### top Share 63.703228532165696 ###### count 67 ##### 1104 ###### school ###### size 793 ###### gpa 3.384661458923085 ###### top Share 64.6614752434143 ###### count 66 ##### 1112 ###### school ###### size 805 ###### gpa 3.3737773184830386 ###### top Share 63.91039244872789 ###### count 66 ##### 1114 ###### school ###### size 804 ###### gpa 3.3696004653806844 ###### top Share 64.0389334741844 ###### count 68 ##### 1122 ###### school ###### size 804 ###### gpa 3.3737149752667013 ###### top Share 63.65118790117902 ###### count 70 ##### 1124 ###### school ###### size 821 ###### gpa 3.406589342026613 ###### top Share 66.35774230127205 ###### count 67 ##### 1132 ###### school ###### size 851 ###### gpa 3.391128778809763 ###### top Share 64.69509437122704 ###### count 66 ##### 1134 ###### school ###### size 852 ###### gpa 3.4138934207568203 ###### top Share 66.35946578182744 ###### count 66 ##### 1144 ###### school ###### size 878 ###### gpa 3.4092443327803017 ###### top Share 65.95978235963416 ###### count 64 ##### 1152 ###### school ###### size 918 ###### gpa 3.408733538594633 ###### top Share 66.06693005846735 ###### count 65 ##### 1154 ###### school ###### size 935 ###### gpa 3.4282378385810093 ###### top Share 67.66674668721691 ###### count 63 ##### 1162 ###### school ###### size 954 ###### gpa 3.43726781345039 ###### top Share 68.05645304987395 ###### count 64.5 ##### 1164 ###### school ###### size 965 ###### gpa 3.46491230798535 ###### top Share 69.92376287143657 ###### count 68 ##### 1172 ###### school ###### size 991 ###### gpa 3.465129042641772 ###### top Share 69.42600667567366 ###### count 67 ##### 1174 ###### school ###### size 955 ###### gpa 3.4597947384071412 ###### top Share 69.5290038366363 ###### count 69 ##### 1182 ###### school ###### size 1025 ###### gpa 3.474159360325319 ###### top Share 70.34861441764347 ###### count 69 ##### 1184 ###### school ###### size 1010 ###### gpa 3.47925290354517 ###### top Share 70.86270937115944 ###### count 68 ##### 1192 ###### school ###### size 1077 ###### gpa 3.50327634323125 ###### top Share 72.44641925727845 ###### count 67 ##### 1194 ###### school ###### size 1040 ###### gpa 3.4906527436719808 ###### top Share 71.74728845515045 ###### count 67 ##### 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_5708eb62f1f642e322114145", "name": "LAUREN PAPP", "count": 815, "terms": [ { "term": "1072", "count": 31, "sections": 1, "gpa": 3.564516129032258 }, { "term": "1074", "count": 30, "sections": 1, "gpa": 3.566666666666667 }, { "term": "1082", "count": 31, "sections": 1, "gpa": 3.7580645161290325 }, { "term": "1114", "count": 28, "sections": 1, "gpa": 3.1607142857142856 }, { "term": "1122", "count": 32, "sections": 1, "gpa": 3.484375 }, { "term": "1124", "count": 26, "sections": 1, "gpa": 3.326923076923077 }, { "term": "1144", "count": 54, "sections": 1, "gpa": 3.185185185185185 }, { "term": "1152", "count": 49, "sections": 1, "gpa": 3.5816326530612246 }, { "term": "1162", "count": 49, "sections": 1, "gpa": 3.7346938775510203 }, { "term": "1164", "count": 50, "sections": 1, "gpa": 3.61 }, { "term": "1192", "count": 39, "sections": 1, "gpa": 3.628205128205128 }, { "term": "1194", "count": 30, "sections": 1, "gpa": 3.8333333333333335 }, { "term": "1212", "count": 50, "sections": 1, "gpa": 3.88 }, { "term": "1222", "count": 40, "sections": 1, "gpa": 3.8125 }, { "term": "1234", "count": 50, "sections": 1, "gpa": 3.91 }, { "term": "1242", "count": 49, "sections": 1, "gpa": 3.836734693877551 }, { "term": "1252", "count": 58, "sections": 1, "gpa": 3.793103448275862 }, { "term": "1254", "count": 59, "sections": 1, "gpa": 3.711864406779661 }, { "term": "1262", "count": 60, "sections": 1, "gpa": 3.775 } ] }, { "uid": "instructor_522c759e7b1765a00237b89e", "name": "POLINA LEVCHENKO", "count": 260, "terms": [ { "term": "1172", "count": 39, "sections": 1, "gpa": 3.6025641025641026 }, { "term": "1174", "count": 42, "sections": 1, "gpa": 3.7261904761904763 }, { "term": "1182", "count": 35, "sections": 1, "gpa": 3.842857142857143 }, { "term": "1212", "count": 50, "sections": 1, "gpa": 3.71 }, { "term": "1224", "count": 48, "sections": 1, "gpa": 3.8854166666666665 }, { "term": "1232", "count": 46, "sections": 1, "gpa": 3.7065217391304346 } ] }, { "uid": "instructor_6f5ee4e974c498391362bb4c", "name": "JAMES DAVID LAMBERT", "count": 211, "terms": [ { "term": "1092", "count": 29, "sections": 1, "gpa": 3.7413793103448274 }, { "term": "1094", "count": 28, "sections": 1, "gpa": 3.8392857142857144 }, { "term": "1102", "count": 25, "sections": 1, "gpa": 3.8 }, { "term": "1104", "count": 26, "sections": 1, "gpa": 3.8846153846153846 }, { "term": "1112", "count": 29, "sections": 1, "gpa": 3.793103448275862 }, { "term": "1154", "count": 35, "sections": 1, "gpa": 3.8142857142857145 }, { "term": "1202", "count": 39, "sections": 1, "gpa": 3.6923076923076925 } ] }, { "uid": "instructor_5bb9adec297ecf54ee2bafb2", "name": "LINDA ROBERTS", "count": 121, "terms": [ { "term": "1134", "count": 29, "sections": 1, "gpa": 3.1551724137931036 }, { "term": "1144", "count": 54, "sections": 1, "gpa": 3.185185185185185 }, { "term": "1172", "count": 38, "sections": 1, "gpa": 3.3157894736842106 } ] }, { "uid": "instructor_0f522345feb19c4f20d3078e", "name": "PAULINA WUESTEFELD", "count": 116, "terms": [ { "term": "1262", "count": 60, "sections": 1, "gpa": 3.775 }, { "term": "1264", "count": 56, "sections": 1, "gpa": 3.625 } ] }, { "uid": "instructor_e6acb304052704b72f899193", "name": "AOSAI LIU", "count": 97, "terms": [ { "term": "1242", "count": 49, "sections": 1, "gpa": 3.836734693877551 }, { "term": "1244", "count": 48, "sections": 1, "gpa": 3.9895833333333335 } ] }, { "uid": "instructor_8b3a22e5409eee543dc5a17e", "name": "ARI BROUWER", "count": 96, "terms": [ { "term": "1232", "count": 46, "sections": 1, "gpa": 3.7065217391304346 }, { "term": "1234", "count": 50, "sections": 1, "gpa": 3.91 } ] }, { "uid": "instructor_9f31acb9932334b466fadad4", "name": "AUTUMN HARNISH", "count": 59, "terms": [ { "term": "1254", "count": 59, "sections": 1, "gpa": 3.711864406779661 } ] }, { "uid": "instructor_d4464b0cae9816e1d96446fb", "name": "ELISABETH KNUTSON", "count": 56, "terms": [ { "term": "1264", "count": 56, "sections": 1, "gpa": 3.625 } ] }, { "uid": "instructor_3cde0ab42f99307eb52636e4", "name": "VICTORIA FLEMING", "count": 50, "terms": [ { "term": "1212", "count": 50, "sections": 1, "gpa": 3.88 } ] }, { "uid": "instructor_a62019b2d45cee888f2959d9", "name": "LAURA EVANS", "count": 50, "terms": [ { "term": "1212", "count": 50, "sections": 1, "gpa": 3.71 } ] }, { "uid": "instructor_1987015a35c98fc3ad9b8a8e", "name": "GABRIELLA POTT", "count": 48, "terms": [ { "term": "1224", "count": 48, "sections": 1, "gpa": 3.8854166666666665 } ] }, { "uid": "instructor_dcf331d506cd6ff2039b2523", "name": "HANNAH DETTINGER", "count": 48, "terms": [ { "term": "1244", "count": 48, "sections": 1, "gpa": 3.9895833333333335 } ] }, { "uid": "instructor_3ab9272a3c65781271cad34c", "name": "SEONHWA LEE", "count": 44, "terms": [ { "term": "1184", "count": 44, "sections": 1, "gpa": 3.477272727272727 } ] }, { "uid": "instructor_da62a7b6c3fed727d761a42c", "name": "JENNIFER PUTNEY", "count": 38, "terms": [ { "term": "1172", "count": 38, "sections": 1, "gpa": 3.3157894736842106 } ] }, { "uid": "instructor_1733e2925924a1ffd0008352", "name": "SARAH MALECK", "count": 30, "terms": [ { "term": "1132", "count": 30, "sections": 1, "gpa": 3.8333333333333335 } ] }, { "uid": "instructor_4c3b98c6f62754a136e54df1", "name": "SHARI BLUMENSTOCK", "count": 30, "terms": [ { "term": "1194", "count": 30, "sections": 1, "gpa": 3.8333333333333335 } ] }, { "uid": "instructor_ac89ec43bc58aa25811269d7", "name": "LAURA FILLINGAME KNUDTSON", "count": 30, "terms": [ { "term": "1084", "count": 30, "sections": 1, "gpa": 3.8 } ] } ] ``` ## following None recorded. ## projection ### target 1272 ### interval #### lower 3.66 #### upper 3.91 #### coverage 80 #### terms 8 ### gpa 3.785201122422985 ### grades | grade | percentage | | ----- | ------------------ | | A | 81.01334161814954 | | AB | 6.78733858648389 | | B | 5.806707400168334 | | BC | 4.598884080868967 | | C | 0.3311052707820293 | | D | 1.131517772765212 | | F | 0.3311052707820293 | ### source Terms * 1262 * 1252 * 1242 * 1232 * 1222 ### source Count 253 ### same Season true ### historical Range * 3.706521739130435 * 3.836734693877551 ### backtest #### terms 8 #### gpa Error 0.06108652696068689 #### mix Error 12.391051597801566