# LIS 501: Introduction to Text Mining | UW–Madison [View on UW Courses](https://uwcourses.com/courses/LIS_501) ## 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 a26f8206baef83527b6c2ebf264b75fc1dad6260e49ca27af5a01b62861b6b66 ### course id LIS 501 ### course uid course\_f34e4c11ca636626801b25ae ### catalog version id 94581378f6a63c32a82523e2532e55e8c8bc7954a71483160abd3546f5830682 ### course number 501 ### subjects * LIS ### title INTRODUCTION TO TEXT MINING ### description Introduces computational methods and tools for processing, analyzing, and understanding text data. Topics include text data preparation and preprocessing, models of text content and meaning, exploratory text analytics, text classification, information extraction from texts, ethical issues in natural language processing (NLP), and related applications in information sciences and other fields. Develops practical skills to design and implement text mining solutions using popular NLP tools and programming packages. ### requirements text Junior standing and satisfied Quantitative Reasoning (QR) A, or graduate/professional standing ### credits min 3 ### credits max 3 ### credit offering ids * 1272:544:026056 ### llm job id enrich-f516c4d3e82cfe326b4f5f54 ### llm output id 15f4f4f74103a02271fee6c7e6412a2542a10ce5a98d501f8498a97ef7debc25 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary LIS 501 introduces computational methods for processing and analyzing text data, covering preparation, analytics, and NLP applications. ### llm topics * Text data preparation and preprocessing * Models of text content and meaning * Exploratory text analytics * Text classification * Information extraction from texts * Ethical issues in NLP ### llm skills * Design and implement text mining solutions * Process, analyze, and understand text data * Text data preparation and preprocessing * Exploratory text analytics, classification, and extraction ### llm assumed background * Programming and NLP tool usage ### llm search phrases * introduction to text mining * text data preparation * text classification * information extraction * natural language processing ethics ### llm requirements status valid ### llm student summary status valid ### llm experience status valid ### catalog variants None recorded. ### student summary #### context hash 4f157f82b5bea516712a57e540672b15420c0dd7fbf9287ea5569cdc645f32ed #### course id LIS 501 #### current instructors ```json [ { "instructor_uid": "instructor_cf7d268e489e1f6a0938a5d0", "message": "No course-specific reviews available", "name": "Devansh Saxena", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2870191", "summary": [ { "citations": [ { "course_id": "LIS 501", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "de169bb0-4dd2-375e-aa57-6ad782fd68ad", "source_record": { "entity_id": "de169bb0-4dd2-375e-aa57-6ad782fd68ad", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "LIS 501", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "de169bb0-4dd2-375e-aa57-6ad782fd68ad", "source_record": { "entity_id": "de169bb0-4dd2-375e-aa57-6ad782fd68ad", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "LIS 501", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "de169bb0-4dd2-375e-aa57-6ad782fd68ad", "source_record": { "entity_id": "de169bb0-4dd2-375e-aa57-6ad782fd68ad", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "LIS 501", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "de169bb0-4dd2-375e-aa57-6ad782fd68ad", "source_record": { "entity_id": "de169bb0-4dd2-375e-aa57-6ad782fd68ad", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "LIS 501", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "de169bb0-4dd2-375e-aa57-6ad782fd68ad", "source_record": { "entity_id": "de169bb0-4dd2-375e-aa57-6ad782fd68ad", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ], "text": "Recent recorded grades — Fall 2024: 3.84 GPA, 93.5% A/AB (n=77 letter grades); Fall 2025: 3.77 GPA, 91.4% A/AB (n=35 letter grades). Includes jointly taught sections." } ] } ] ``` #### difficulty workload Historical reviews of Aaron Enright: The workload consists of four major homeworks with flexible programming or essay options, but reviewers report a lack of grading feedback and unclear evaluation criteria. ```json { "citations": [ { "instructor_name": "Aaron Enright", "review_date": "2023-12-26 03:46:00 +0000 UTC", "review_id": "e7896826eec1640ea5dc6bae", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2974185", "source_review_id": "UmF0aW5nLTM4NzkzNzc4", "source_url": "https://www.ratemyprofessors.com/professor/2974185", "type": "review" }, { "instructor_name": "Aaron Enright", "review_date": "2024-05-09 21:16:10 +0000 UTC", "review_id": "232292ff2a4af1dd3436618c", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2974185", "source_review_id": "UmF0aW5nLTM5NDIzMzg4", "source_url": "https://www.ratemyprofessors.com/professor/2974185", "type": "review" } ] } ``` #### errors None recorded. #### historical context Historical reviews of Aaron Enright: Aaron Enright taught LIS 501 in Fall 2023 and Spring 2024. Reviewers disagree on his engagement, with one finding him funny and well-organized, while another called him boring and unhelpful. Both noted the course was easy with no exams, but criticized the lack of grading feedback on homework. ```json { "citations": [ { "instructor_name": "Aaron Enright", "review_date": "2023-12-26 03:46:00 +0000 UTC", "review_id": "e7896826eec1640ea5dc6bae", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2974185", "source_review_id": "UmF0aW5nLTM4NzkzNzc4", "source_url": "https://www.ratemyprofessors.com/professor/2974185", "type": "review" }, { "instructor_name": "Aaron Enright", "review_date": "2024-05-09 21:16:10 +0000 UTC", "review_id": "232292ff2a4af1dd3436618c", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2974185", "source_review_id": "UmF0aW5nLTM5NDIzMzg4", "source_url": "https://www.ratemyprofessors.com/professor/2974185", "type": "review" } ] } ``` #### offered true #### profile hash e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1 #### quick take Historical reviews of Aaron Enright: Aaron Enright's LIS 501 reviews are polarized, with students describing him as either funny and well-organized or boring and unhelpful, while noting the course is easy with minimal exams. ```json { "citations": [ { "instructor_name": "Aaron Enright", "review_date": "2023-12-26 03:46:00 +0000 UTC", "review_id": "e7896826eec1640ea5dc6bae", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2974185", "source_review_id": "UmF0aW5nLTM4NzkzNzc4", "source_url": "https://www.ratemyprofessors.com/professor/2974185", "type": "review" }, { "instructor_name": "Aaron Enright", "review_date": "2024-05-09 21:16:10 +0000 UTC", "review_id": "232292ff2a4af1dd3436618c", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2974185", "source_review_id": "UmF0aW5nLTM5NDIzMzg4", "source_url": "https://www.ratemyprofessors.com/professor/2974185", "type": "review" } ] } ``` Recent recorded grades — Spring 2025: 2.89 GPA, 51.9% A/AB (n=27 letter grades); Fall 2025: 3.77 GPA, 91.4% A/AB (n=35 letter grades); Spring 2026: 3.74 GPA, 86.1% A/AB (n=36 letter grades). ```json { "citations": [ { "course_id": "LIS 501", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "de169bb0-4dd2-375e-aa57-6ad782fd68ad", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "LIS 501", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "de169bb0-4dd2-375e-aa57-6ad782fd68ad", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "LIS 501", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "de169bb0-4dd2-375e-aa57-6ad782fd68ad", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1264", "type": "grade" } ] } ``` #### student experience Historical reviews of Aaron Enright: Students disagree on Enright's engagement, citing either effective humor and organization or boredom and poor responsiveness, alongside frustration over missing slides and attendance quizzes. ```json { "citations": [ { "instructor_name": "Aaron Enright", "review_date": "2023-12-26 03:46:00 +0000 UTC", "review_id": "e7896826eec1640ea5dc6bae", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2974185", "source_review_id": "UmF0aW5nLTM4NzkzNzc4", "source_url": "https://www.ratemyprofessors.com/professor/2974185", "type": "review" }, { "instructor_name": "Aaron Enright", "review_date": "2024-05-09 21:16:10 +0000 UTC", "review_id": "232292ff2a4af1dd3436618c", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2974185", "source_review_id": "UmF0aW5nLTM5NDIzMzg4", "source_url": "https://www.ratemyprofessors.com/professor/2974185", "type": "review" } ] } ``` #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history AARON ENRIGHT is recorded teaching in Fall 2023, Spring 2024, Spring 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "LIS 501", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "de169bb0-4dd2-375e-aa57-6ad782fd68ad", "source_record": { "entity_id": "de169bb0-4dd2-375e-aa57-6ad782fd68ad", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "LIS 501", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "de169bb0-4dd2-375e-aa57-6ad782fd68ad", "source_record": { "entity_id": "de169bb0-4dd2-375e-aa57-6ad782fd68ad", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "LIS 501", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "de169bb0-4dd2-375e-aa57-6ad782fd68ad", "source_record": { "entity_id": "de169bb0-4dd2-375e-aa57-6ad782fd68ad", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "LIS 501", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "de169bb0-4dd2-375e-aa57-6ad782fd68ad", "source_record": { "entity_id": "de169bb0-4dd2-375e-aa57-6ad782fd68ad", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "LIS 501", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "de169bb0-4dd2-375e-aa57-6ad782fd68ad", "source_record": { "entity_id": "de169bb0-4dd2-375e-aa57-6ad782fd68ad", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "LIS 501", "run_id": "20260907T155543-ce3781c4", "section_number": 4, "source_course_id": "de169bb0-4dd2-375e-aa57-6ad782fd68ad", "source_record": { "entity_id": "de169bb0-4dd2-375e-aa57-6ad782fd68ad", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "LIS 501", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "de169bb0-4dd2-375e-aa57-6ad782fd68ad", "source_record": { "entity_id": "de169bb0-4dd2-375e-aa57-6ad782fd68ad", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "LIS 501", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "de169bb0-4dd2-375e-aa57-6ad782fd68ad", "source_record": { "entity_id": "de169bb0-4dd2-375e-aa57-6ad782fd68ad", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "LIS 501", "run_id": "20260907T155543-ce3781c4", "section_number": 4, "source_course_id": "de169bb0-4dd2-375e-aa57-6ad782fd68ad", "source_record": { "entity_id": "de169bb0-4dd2-375e-aa57-6ad782fd68ad", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" } ] } ``` DEVANSH SAXENA is recorded teaching in Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "LIS 501", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "de169bb0-4dd2-375e-aa57-6ad782fd68ad", "source_record": { "entity_id": "de169bb0-4dd2-375e-aa57-6ad782fd68ad", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "LIS 501", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "de169bb0-4dd2-375e-aa57-6ad782fd68ad", "source_record": { "entity_id": "de169bb0-4dd2-375e-aa57-6ad782fd68ad", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "LIS 501", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "de169bb0-4dd2-375e-aa57-6ad782fd68ad", "source_record": { "entity_id": "de169bb0-4dd2-375e-aa57-6ad782fd68ad", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "LIS 501", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "de169bb0-4dd2-375e-aa57-6ad782fd68ad", "source_record": { "entity_id": "de169bb0-4dd2-375e-aa57-6ad782fd68ad", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "LIS 501", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "de169bb0-4dd2-375e-aa57-6ad782fd68ad", "source_record": { "entity_id": "de169bb0-4dd2-375e-aa57-6ad782fd68ad", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "LIS 501", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "de169bb0-4dd2-375e-aa57-6ad782fd68ad", "source_record": { "entity_id": "de169bb0-4dd2-375e-aa57-6ad782fd68ad", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "LIS 501", "run_id": "20260907T155543-ce3781c4", "section_number": 4, "source_course_id": "de169bb0-4dd2-375e-aa57-6ad782fd68ad", "source_record": { "entity_id": "de169bb0-4dd2-375e-aa57-6ad782fd68ad", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [ "n1", "n2" ], "condition": null, "course": null, "evidence": "Junior standing and satisfied Quantitative Reasoning (QR) A, or graduate/professional standing", "id": "n0", "kind": "any" }, { "children": [ "n3", "n4" ], "condition": null, "course": null, "evidence": "Junior standing and satisfied Quantitative Reasoning (QR) A", "id": "n1", "kind": "all" }, { "children": [], "condition": "graduate/professional standing", "course": null, "evidence": "graduate/professional standing", "id": "n2", "kind": "condition" }, { "children": [], "condition": "Junior standing", "course": null, "evidence": "Junior standing", "id": "n3", "kind": "condition" }, { "children": [], "condition": "satisfied Quantitative Reasoning (QR) A", "course": null, "evidence": "satisfied Quantitative Reasoning (QR) A", "id": "n4", "kind": "condition" } ] ``` #### notes None recorded. #### root n0 #### status parsed ### instructors | instructor\_uid | source | source\_instructor\_id | identity\_basis | identity\_status | name | email | first\_observed\_at | last\_observed\_at | instructor\_url | | ------------------------------------ | ---------- | ---------------------- | --------------- | ------------------ | -------------- | ------------------------ | -------------------------------- | -------------------------------- | ---------------------------- | | instructor\_cf7d268e489e1f6a0938a5d0 | enrollment | dsaxena3 | netid | source\_identified | Devansh Saxena | DEVANSH.SAXENA\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/DEVANSH\_SAXENA | ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:544:026056", "course_id": "LIS 501", "course_uid": "course_f34e4c11ca636626801b25ae", "term_id": "1272", "source_course_id": "026056", "source_subject_id": "544", "title": "Introduction to Text Mining", "credits_min": 3, "credits_max": 3, "typically_offered": "Not Applicable" } ] ``` ### sections ```json [ { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:27270", "term_id": "1272", "source_section_id": "27270", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 70, "enrolled": 59, "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_227a660c2313de51b05cb36b", "source": "madgrades", "source_instructor_id": "4586127", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JIEPU JIANG", "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": 5, "difficulty": 2.75, "quality_count": 4, "difficulty_count": 4, "profile_id": "rmp:2651839", "source_url": "https://www.ratemyprofessors.com/professor/2651839", "match_basis": "exact_name", "observed_at": "2026-09-07 16:32:29.076550+00:00", "courses": { "course_831c38476bce7f8ef4a597d0": { "review_count": 3, "quality": 5, "difficulty": 2.67, "quality_count": 3, "difficulty_count": 3 }, "course_d6ab622d10381f18c2dbba1f": { "review_count": 1, "quality": 5, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.8830714862888294, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.966, "graded": 174, "counts": [ 169, 2, 1, 0, 2, 0, 0 ], "sections": 17 }, "instructor_url": "/instructors/JIEPU_JIANG" }, { "instructor_uid": "instructor_962ea59bdcba49265e3520bc", "source": "madgrades", "source_instructor_id": "6209992", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JENNIFER SCIANNA", "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": 3.963, "graded": 191, "counts": [ 185, 4, 1, 0, 0, 0, 1 ], "sections": 13 }, "instructor_url": "/instructors/JENNIFER_SCIANNA--instructor_962ea59bdcba49265e3520bc" }, { "instructor_uid": "instructor_476046a09b06b605a9b44a96", "source": "madgrades", "source_instructor_id": "6587675", "identity_basis": "source_id", "identity_status": "source_identified", "name": "AARON ENRIGHT", "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": 3.5, "difficulty": 2, "quality_count": 2, "difficulty_count": 2, "profile_id": "rmp:2974185", "source_url": "https://www.ratemyprofessors.com/professor/2974185", "match_basis": "exact_name", "observed_at": "2026-09-07 16:58:02.959282+00:00", "courses": { "course_f34e4c11ca636626801b25ae": { "review_count": 2, "quality": 3.5, "difficulty": 2, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 3.6451688941332687, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.301, "graded": 103, "counts": [ 63, 6, 12, 6, 4, 8, 4 ], "sections": 10 }, "instructor_url": "/instructors/AARON_ENRIGHT--instructor_476046a09b06b605a9b44a96" }, { "instructor_uid": "instructor_c545107bf74de9da9e67d073", "source": "madgrades", "source_instructor_id": "6660818", "identity_basis": "source_id", "identity_status": "source_identified", "name": "YINGZI MA", "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": 3.838, "graded": 77, "counts": [ 57, 15, 5, 0, 0, 0, 0 ], "sections": 3 }, "instructor_url": "/instructors/YINGZI_MA--instructor_c545107bf74de9da9e67d073" }, { "instructor_uid": "instructor_e4e7052909a23489b17f275e", "source": "madgrades", "source_instructor_id": "6585707", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JIONGXIAO WANG", "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": 200, "counts": [ 145, 44, 10, 1, 0, 0, 0 ], "sections": 9 }, "instructor_url": "/instructors/JIONGXIAO_WANG--instructor_e4e7052909a23489b17f275e" }, { "instructor_uid": "instructor_f44117c5840c2d3113233681", "source": "madgrades", "source_instructor_id": "6496578", "identity_basis": "source_id", "identity_status": "source_identified", "name": "DEVANSH SAXENA", "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": 3.815, "graded": 364, "counts": [ 261, 78, 22, 1, 1, 1, 0 ], "sections": 15 }, "instructor_url": "/instructors/DEVANSH_SAXENA--instructor_f44117c5840c2d3113233681" }, { "instructor_uid": "instructor_58c21f637c67d33d1718b472", "source": "madgrades", "source_instructor_id": "6806730", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MING JIANG", "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": 3.736, "graded": 36, "counts": [ 26, 5, 2, 2, 1, 0, 0 ], "sections": 3 }, "instructor_url": "/instructors/MING_JIANG--instructor_58c21f637c67d33d1718b472" }, { "instructor_uid": "instructor_cf7d268e489e1f6a0938a5d0", "source": "enrollment", "source_instructor_id": "dsaxena3", "identity_basis": "netid", "identity_status": "source_identified", "name": "Devansh Saxena", "email": "DEVANSH.SAXENA@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/DEVANSH_SAXENA" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LIS 501", "course_uid": "course_f34e4c11ca636626801b25ae", "term_id": "1222", "term_name": "Fall 2021", "instructors": [ "JIEPU JIANG" ], "a": 17, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 17, "source_aliases": [ "LIS 501" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LIS 501", "course_uid": "course_f34e4c11ca636626801b25ae", "term_id": "1224", "term_name": "Spring 2022", "instructors": [ "JIEPU JIANG" ], "a": 18, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 2, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 20, "source_aliases": [ "LIS 501" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LIS 501", "course_uid": "course_f34e4c11ca636626801b25ae", "term_id": "1234", "term_name": "Spring 2023", "instructors": [ "Jennifer Scianna" ], "a": 35, "ab": 1, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 37, "source_aliases": [ "LIS 501" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LIS 501", "course_uid": "course_f34e4c11ca636626801b25ae", "term_id": "1242", "term_name": "Fall 2023", "instructors": [ "Aaron Enright" ], "a": 26, "ab": 3, "b": 1, "bc": 0, "c": 0, "d": 0, "f": 2, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 32, "source_aliases": [ "LIS 501" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LIS 501", "course_uid": "course_f34e4c11ca636626801b25ae", "term_id": "1244", "term_name": "Spring 2024", "instructors": [ "Aaron Enright" ], "a": 19, "ab": 1, "b": 9, "bc": 2, "c": 3, "d": 3, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 38, "source_aliases": [ "LIS 501" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LIS 501", "course_uid": "course_f34e4c11ca636626801b25ae", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "Devansh Saxena", "JIONGXIAO WANG", "Yingzi Ma" ], "a": 57, "ab": 15, "b": 5, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 1, "not_reported": 0, "other": 0, "total": 78, "source_aliases": [ "LIS 501" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LIS 501", "course_uid": "course_f34e4c11ca636626801b25ae", "term_id": "1254", "term_name": "Spring 2025", "instructors": [ "Aaron Enright" ], "a": 12, "ab": 2, "b": 2, "bc": 4, "c": 1, "d": 5, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 27, "source_aliases": [ "LIS 501" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LIS 501", "course_uid": "course_f34e4c11ca636626801b25ae", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "Devansh Saxena", "JIONGXIAO WANG" ], "a": 22, "ab": 10, "b": 3, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 35, "source_aliases": [ "LIS 501" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LIS 501", "course_uid": "course_f34e4c11ca636626801b25ae", "term_id": "1264", "term_name": "Spring 2026", "instructors": [ "Ming Jiang" ], "a": 26, "ab": 5, "b": 2, "bc": 2, "c": 1, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 1, "not_reported": 0, "other": 0, "total": 37, "source_aliases": [ "LIS 501" ] } ] ``` ### statistics #### gpa 3.676 #### graded 316 #### counts * 232 * 37 * 22 * 8 * 5 * 8 * 4 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_f34e4c11ca636626801b25ae-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_f34e4c11ca636626801b25ae-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_f34e4c11ca636626801b25ae-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_f34e4c11ca636626801b25ae-0.json) #### reviews * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_f34e4c11ca636626801b25ae-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_f34e4c11ca636626801b25ae-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_f34e4c11ca636626801b25ae-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_f34e4c11ca636626801b25ae-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_f34e4c11ca636626801b25ae-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_f34e4c11ca636626801b25ae-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.675632911392405 #### count 316 #### university ##### size 4332 ##### gpa Percentile 39 ##### count Percentile 77 ##### median Count 120 ##### 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 | 13 | false | | 2.8–3.2 | 232 | false | | 3.2–3.6 | 1044 | false | | 3.6–4.0 | 3043 | true | #### departments ```json [ { "subject": "LIS", "comparison": { "size": 60, "gpaPercentile": 10, "countPercentile": 75, "medianCount": 153.5, "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": 5, "current": false }, { "range": "3.6–4.0", "count": 55, "current": true } ] } } ] ``` ### terms #### 1222 ##### term 1222 ##### gpa 4 ##### count 17 ##### departments | subject | comparison | | ------- | ---------- | | LIS | | #### 1224 ##### term 1224 ##### gpa 4 ##### count 18 ##### departments | subject | comparison | | ------- | ---------- | | LIS | | #### 1234 ##### term 1234 ##### gpa 3.986111111111111 ##### count 36 ##### university ###### size 1188 ###### gpa Percentile 94 ###### count Percentile 13 ###### 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 ```json [ { "subject": "LIS", "comparison": { "size": 12, "gpaPercentile": 100, "countPercentile": 27, "medianCount": 52.5, "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": 0, "current": false }, { "range": "3.6–4.0", "count": 12, "current": true } ] } } ] ``` #### 1242 ##### term 1242 ##### gpa 3.671875 ##### count 32 ##### university ###### size 1295 ###### gpa Percentile 51 ###### count Percentile 7 ###### 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": "LIS", "comparison": { "size": 21, "gpaPercentile": 20, "countPercentile": 10, "medianCount": 71, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 1, "current": false }, { "range": "3.2–3.6", "count": 2, "current": false }, { "range": "3.6–4.0", "count": 18, "current": true } ] } } ] ``` #### 1244 ##### term 1244 ##### gpa 3.1710526315789473 ##### count 38 ##### university ###### size 1241 ###### gpa Percentile 12 ###### count Percentile 17 ###### 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 | true | | 3.2–3.6 | 373 | false | | 3.6–4.0 | 706 | false | ##### departments ```json [ { "subject": "LIS", "comparison": { "size": 23, "gpaPercentile": 0, "countPercentile": 27, "medianCount": 43, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 1, "current": true }, { "range": "3.2–3.6", "count": 1, "current": false }, { "range": "3.6–4.0", "count": 21, "current": false } ] } } ] ``` #### 1252 ##### term 1252 ##### gpa 3.8376623376623376 ##### count 77 ##### university ###### size 1333 ###### gpa Percentile 71 ###### count Percentile 55 ###### 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": "LIS", "comparison": { "size": 22, "gpaPercentile": 43, "countPercentile": 71, "medianCount": 64, "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": 20, "current": true } ] } } ] ``` #### 1254 ##### term 1254 ##### gpa 2.888888888888889 ##### count 27 ##### departments | subject | comparison | | ------- | ---------- | | LIS | | #### 1262 ##### term 1262 ##### gpa 3.7714285714285714 ##### count 35 ##### university ###### size 1320 ###### gpa Percentile 60 ###### count Percentile 11 ###### 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": "LIS", "comparison": { "size": 22, "gpaPercentile": 52, "countPercentile": 0, "medianCount": 89.5, "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": 5, "current": false }, { "range": "3.6–4.0", "count": 17, "current": true } ] } } ] ``` #### 1264 ##### term 1264 ##### gpa 3.736111111111111 ##### count 36 ##### university ###### size 1283 ###### gpa Percentile 55 ###### count Percentile 11 ###### 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": "LIS", "comparison": { "size": 26, "gpaPercentile": 44, "countPercentile": 24, "medianCount": 68.5, "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": 4, "current": false }, { "range": "3.6–4.0", "count": 22, "current": true } ] } } ] ``` ### benchmarks #### all ##### school ###### size 4332 ###### gpa 3.699124078069818 ###### top Share 84.30295504268902 ###### count 120 ##### LIS ###### size 60 ###### gpa 3.8293836398333254 ###### top Share 92.31219650750009 ###### count 153.5 #### terms ##### 1222 ###### school ###### size 1157 ###### gpa 3.563052311875811 ###### top Share 76.64869058732418 ###### count 64 ###### LIS ###### size 11 ###### gpa 3.8787860078339502 ###### top Share 94.66576641579059 ###### count 73 ##### 1224 ###### school ###### size 1171 ###### gpa 3.5627882428500937 ###### top Share 76.37271640560496 ###### count 64 ###### LIS ###### size 12 ###### gpa 3.881349891576495 ###### top Share 94.91067374910642 ###### count 54.5 ##### 1234 ###### school ###### size 1188 ###### gpa 3.5799441677552393 ###### top Share 77.18256448537606 ###### count 65 ###### LIS ###### size 12 ###### gpa 3.823506024254057 ###### top Share 92.61444646373904 ###### count 52.5 ##### 1242 ###### school ###### size 1295 ###### gpa 3.595302892737449 ###### top Share 78.36291889885307 ###### count 67 ###### LIS ###### size 21 ###### gpa 3.7798109571537672 ###### top Share 89.96354041118646 ###### count 71 ##### 1244 ###### school ###### size 1241 ###### gpa 3.5975573126929192 ###### top Share 78.29036874847135 ###### count 65 ###### LIS ###### size 23 ###### gpa 3.7785046032731033 ###### top Share 90.26192741317158 ###### count 43 ##### 1252 ###### school ###### size 1333 ###### gpa 3.619494049739118 ###### top Share 79.71442190500672 ###### count 69 ###### LIS ###### size 22 ###### gpa 3.812010001587644 ###### top Share 91.12079947643103 ###### count 64 ##### 1254 ###### school ###### size 1289 ###### gpa 3.6126423469389106 ###### top Share 79.48050408754871 ###### count 66 ###### LIS ###### size 22 ###### gpa 3.7638187275898236 ###### top Share 89.4253626336275 ###### count 71.5 ##### 1262 ###### school ###### size 1320 ###### gpa 3.628825763035853 ###### top Share 80.21118846327654 ###### count 70 ###### LIS ###### size 22 ###### gpa 3.7696395303678063 ###### top Share 89.8756587241882 ###### count 89.5 ##### 1264 ###### school ###### size 1283 ###### gpa 3.6229729166451925 ###### top Share 80.13669149396227 ###### count 66 ###### LIS ###### size 26 ###### gpa 3.7763648214424603 ###### top Share 89.64354345968482 ###### count 68.5 ## instructor Trends ```json [ { "uid": "instructor_e4e7052909a23489b17f275e", "name": "JIONGXIAO WANG", "count": 112, "terms": [ { "term": "1252", "count": 77, "sections": 3, "gpa": 3.8376623376623376 }, { "term": "1262", "count": 35, "sections": 4, "gpa": 3.7714285714285714 } ] }, { "uid": "instructor_f44117c5840c2d3113233681", "name": "DEVANSH SAXENA", "count": 112, "terms": [ { "term": "1252", "count": 77, "sections": 3, "gpa": 3.8376623376623376 }, { "term": "1262", "count": 35, "sections": 4, "gpa": 3.7714285714285714 } ] }, { "uid": "instructor_476046a09b06b605a9b44a96", "name": "AARON ENRIGHT", "count": 97, "terms": [ { "term": "1242", "count": 32, "sections": 3, "gpa": 3.671875 }, { "term": "1244", "count": 38, "sections": 3, "gpa": 3.1710526315789473 }, { "term": "1254", "count": 27, "sections": 3, "gpa": 2.888888888888889 } ] }, { "uid": "instructor_c545107bf74de9da9e67d073", "name": "YINGZI MA", "count": 77, "terms": [ { "term": "1252", "count": 77, "sections": 3, "gpa": 3.8376623376623376 } ] }, { "uid": "instructor_58c21f637c67d33d1718b472", "name": "MING JIANG", "count": 36, "terms": [ { "term": "1264", "count": 36, "sections": 3, "gpa": 3.736111111111111 } ] }, { "uid": "instructor_962ea59bdcba49265e3520bc", "name": "JENNIFER SCIANNA", "count": 36, "terms": [ { "term": "1234", "count": 36, "sections": 4, "gpa": 3.986111111111111 } ] }, { "uid": "instructor_227a660c2313de51b05cb36b", "name": "JIEPU JIANG", "count": 35, "terms": [ { "term": "1222", "count": 17, "sections": 2, "gpa": 4 }, { "term": "1224", "count": 18, "sections": 3, "gpa": 4 } ] } ] ``` ## following None recorded.