# JOURN/LIS 677: Concepts and Tools for Data Analysis and Visualization | UW–Madison [View on UW Courses](https://uwcourses.com/courses/JOURN_LIS_677) ## Dataset ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ### repository twangodev/uwcourses ### schema version 6 ### importer version 7 ### projection id 94468b7d4154126ca413937bb4738a6d21e0c2277f6fa397a6078ad80a32384f ### observed at 2026-09-07T15:55:43.033547+00:00 ### built at 2026-09-10T23:19:01.870283+00:00 ### courses 8951 ### current instructors 5754 ### limited false ### terms * 1272 * 1264 * 1262 * 1254 * 1252 * 1244 * 1242 * 1234 * 1232 * 1224 * 1222 * 1212 * 1204 * 1202 * 1194 * 1192 * 1184 * 1182 * 1174 * 1172 * 1164 * 1162 * 1154 * 1152 * 1144 * 1142 * 1134 * 1132 * 1124 * 1122 * 1114 * 1112 * 1104 * 1102 * 1094 * 1092 * 1084 * 1082 * 1074 * 1072 ### term 1272 ### departments | subject | count | | --------- | ----- | | AAE | 90 | | ABT | 20 | | ACCTIS | 36 | | ACTSCI | 14 | | AFAERO | 10 | | AFRICAN | 87 | | AFROAMER | 71 | | AGROECOL | 21 | | AMERIND | 53 | | ANAT\&PHY | 7 | | ANATOMY | 2 | | ANESTHES | 8 | | ANSCI | 57 | | ANTHRO | 95 | | ART | 125 | | ARTED | 10 | | ARTHIST | 121 | | ASIALANG | 129 | | ASIAN | 109 | | ASIANAM | 28 | | ASTRON | 38 | | ATMOCN | 69 | | BIOCHEM | 51 | | BIOCORE | 10 | | BIOLOGY | 14 | | BIOMDSCI | 18 | | BME | 66 | | BMI | 41 | | BMOLCHEM | 10 | | BOTANY | 69 | | BSE | 44 | | C\&ESOC | 73 | | CBE | 48 | | CHEM | 101 | | CHICLA | 52 | | CIVENGR | 133 | | CLASSICS | 47 | | CNP | 10 | | CNSRSCI | 50 | | COMARTS | 137 | | COMPBIO | 15 | | COMPLIT | 11 | | COMPSCI | 138 | | COUNPSY | 78 | | CRB | 19 | | CS\&D | 71 | | CSCS | 40 | | CURRIC | 193 | | DANCE | 93 | | DERM | 8 | | DS | 88 | | DYSCI | 35 | | ECE | 155 | | ECON | 145 | | EDPOL | 114 | | EDPSYCH | 97 | | ELPA | 70 | | EMA | 53 | | EMERMED | 17 | | ENGL | 206 | | ENTOM | 40 | | ENVIRST | 148 | | EP | 15 | | EPD | 67 | | ESL | 16 | | F\&WECOL | 60 | | FAMMED | 22 | | FINANCE | 50 | | FOLKLORE | 40 | | FOODSCI | 43 | | FRENCH | 63 | | GEN\&WS | 145 | | GENBUS | 72 | | GENECSLR | 17 | | GENETICS | 60 | | GEOG | 113 | | GEOSCI | 83 | | GERMAN | 82 | | GLE | 48 | | GNS | 38 | | GREEK | 27 | | HDFS | 41 | | HEBR-BIB | 13 | | HEBR-MOD | 10 | | HISTORY | 233 | | HISTSCI | 56 | | HONCOL | 13 | | ILS | 43 | | INFOSYS | 9 | | INTEGART | 7 | | INTEGSCI | 22 | | INTER-AG | 18 | | INTER-HE | 11 | | INTER-LS | 22 | | INTEREGR | 16 | | INTLBUS | 21 | | INTLST | 50 | | ISYE | 83 | | ITALIAN | 53 | | JEWISH | 56 | | JOURN | 88 | | KINES | 128 | | LACIS | 26 | | LANDARC | 61 | | LATIN | 24 | | LAW | 120 | | LEGALST | 48 | | LINGUIS | 35 | | LIS | 89 | | LITTRANS | 78 | | LSC | 52 | | M\&ENVTOX | 7 | | MARKETNG | 62 | | MATH | 153 | | MDGENET | 8 | | ME | 130 | | MEDHIST | 43 | | MEDICINE | 60 | | MEDIEVAL | 32 | | MEDPHYS | 39 | | MEDSC-M | 29 | | MEDSC-V | 41 | | MHR | 68 | | MICROBIO | 45 | | MILSCI | 16 | | MM\&I | 22 | | MOLBIOL | 6 | | MS\&E | 59 | | MUSIC | 165 | | MUSPERF | 126 | | NAVSCI | 20 | | NE | 44 | | NEURODPT | 11 | | NEUROL | 7 | | NEURSURG | 4 | | NTP | 11 | | NURSING | 111 | | NUTRSCI | 65 | | OBS\&GYN | 18 | | OCCTHER | 39 | | ONCOLOGY | 14 | | OPHTHALM | 5 | | OTM | 43 | | PATH | 34 | | PATH-BIO | 29 | | PEDIAT | 26 | | PHARMACY | 31 | | PHILOS | 77 | | PHMCOL-M | 11 | | PHMPRAC | 45 | | PHMSCI | 60 | | PHYASST | 37 | | PHYSICS | 88 | | PHYSIOL | 3 | | PHYTHER | 37 | | PLANTSCI | 52 | | PLPATH | 35 | | POLISCI | 192 | | POPHLTH | 58 | | PORTUG | 33 | | PSYCH | 101 | | PSYCHIAT | 22 | | PUBAFFR | 54 | | PUBLHLTH | 23 | | RADIOL | 11 | | REALEST | 41 | | RELIGST | 90 | | RHABMED | 9 | | RMI | 24 | | RP\&SE | 102 | | S\&APHM | 17 | | SCANDST | 73 | | SLAVIC | 89 | | SOC | 149 | | SOCWORK | 87 | | SOILSCI | 46 | | SPANISH | 83 | | SRMED | 21 | | STAT | 94 | | STDYABRD | 52 | | STS | 8 | | SURGERY | 25 | | SURGSCI | 33 | | THEATRE | 91 | | URBRPL | 60 | | UROLOGY | 5 | | ZOOLOGY | 89 | ## course ### run id 20260907T155543-ce3781c4 ### semester 1272 ### observed at 2026-09-07 15:55:43.033547+00:00 ### record version id 989bd2f1d6ed5501d858bb585c6bdecb90463e51b56f664ac2094050eaab5840 ### course id JOURN/LIS 677 ### course uid course\_559540bc080d84ea2a8e9ec1 ### catalog version id 194bc00c6beb9b75489fbc61e9ebe0e46389672d25e6c16444128d6a04196a83 ### course number 677 ### subjects * JOURN * LIS ### title CONCEPTS AND TOOLS FOR DATA ANALYSIS AND VISUALIZATION ### description An introduction to information and data visualization: introduction to major concepts, instruction in specific tools for data analysis and visualization, and application of skills in a final project. ### requirements text None ### credits min 3 ### credits max 3 ### credit offering ids * 1272:512:024385 * 1272:544:024385 ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id 1ca3faed7a298e01cac019ea61a924310efd6b63bedaab9db2719c7bd85c7e80 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary JOURN/LIS 677 introduces concepts and tools for data analysis and visualization through instruction and a final project. ### llm topics * Major concepts of information and data visualization * Specific tools for data analysis and visualization ### llm skills * Using specific tools for data analysis and visualization * Applying data visualization skills in a final project ### llm assumed background None recorded. ### llm search phrases * data visualization tools * information visualization concepts * data analysis project * JOURN LIS 677 syllabus ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash 6b973032dc17ebd8a39c325d62b38260e8a6c69f3dca9cd257d6956f2cb48610 #### course id JOURN/LIS 677 #### current instructors ```json [ { "instructor_uid": "instructor_af0846dfcff5883d878c6860", "message": "No course-specific reviews available", "name": "Gaofei Li", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:832263", "summary": [] }, { "instructor_uid": "instructor_d33e50dfa1fde6beb030eb65", "message": "No course-specific reviews available", "name": "SOYEONG Cho", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [ { "citations": [ { "course_id": "JOURN/LIS 677", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "b0e7d5be-2610-3f76-9738-fb34f3c25fef", "source_record": { "entity_id": "b0e7d5be-2610-3f76-9738-fb34f3c25fef", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" } ], "text": "Recent recorded grades — Fall 2024: 3.92 GPA, 93.8% A/AB (n=32 letter grades). Includes jointly taught sections." } ] }, { "instructor_uid": "instructor_4a9d2a15201824778143c54f", "message": "No course-specific reviews available", "name": "Sijia Yang", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [ { "citations": [ { "course_id": "JOURN/LIS 677", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "b0e7d5be-2610-3f76-9738-fb34f3c25fef", "source_record": { "entity_id": "b0e7d5be-2610-3f76-9738-fb34f3c25fef", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1222", "type": "grade" }, { "course_id": "JOURN/LIS 677", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "b0e7d5be-2610-3f76-9738-fb34f3c25fef", "source_record": { "entity_id": "b0e7d5be-2610-3f76-9738-fb34f3c25fef", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "JOURN/LIS 677", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "b0e7d5be-2610-3f76-9738-fb34f3c25fef", "source_record": { "entity_id": "b0e7d5be-2610-3f76-9738-fb34f3c25fef", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" } ], "text": "Recent recorded grades — Fall 2021: 3.73 GPA, 86.4% A/AB (n=22 letter grades); Fall 2022: 3.75 GPA, 83.3% A/AB (n=12 letter grades); Spring 2024: 3.86 GPA, 96.9% A/AB (n=32 letter grades). Includes jointly taught sections." } ] }, { "instructor_uid": "instructor_9565536462492b78e378955b", "message": "No course-specific reviews available", "name": "Yoo Ji Suh", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [ { "citations": [ { "course_id": "JOURN/LIS 677", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "b0e7d5be-2610-3f76-9738-fb34f3c25fef", "source_record": { "entity_id": "b0e7d5be-2610-3f76-9738-fb34f3c25fef", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" } ], "text": "Recent recorded grades — Spring 2025: 3.88 GPA, 96.0% A/AB (n=25 letter grades). Includes jointly taught sections." } ] } ] ``` #### difficulty workload None recorded. #### errors None recorded. #### historical context None recorded. #### message No course-specific reviews available #### offered true #### profile hash 5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02 #### quick take Recent recorded grades — Spring 2025: 3.91 GPA, 97.5% A/AB (n=79 letter grades); Fall 2025: 3.96 GPA, 97.6% A/AB (n=84 letter grades); Spring 2026: 3.73 GPA, 85.5% A/AB (n=69 letter grades). ```json { "citations": [ { "course_id": "JOURN/LIS 677", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "b0e7d5be-2610-3f76-9738-fb34f3c25fef", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "JOURN/LIS 677", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "b0e7d5be-2610-3f76-9738-fb34f3c25fef", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "JOURN/LIS 677", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "b0e7d5be-2610-3f76-9738-fb34f3c25fef", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1264", "type": "grade" } ] } ``` #### student experience None recorded. #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history SIJIA YANG is recorded teaching in Fall 2021, Fall 2022, Spring 2024. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "JOURN/LIS 677", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "b0e7d5be-2610-3f76-9738-fb34f3c25fef", "source_record": { "entity_id": "b0e7d5be-2610-3f76-9738-fb34f3c25fef", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1222", "type": "grade" }, { "course_id": "JOURN/LIS 677", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "b0e7d5be-2610-3f76-9738-fb34f3c25fef", "source_record": { "entity_id": "b0e7d5be-2610-3f76-9738-fb34f3c25fef", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "JOURN/LIS 677", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "b0e7d5be-2610-3f76-9738-fb34f3c25fef", "source_record": { "entity_id": "b0e7d5be-2610-3f76-9738-fb34f3c25fef", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" } ] } ``` SOYEONG CHO is recorded teaching in Fall 2024. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "JOURN/LIS 677", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "b0e7d5be-2610-3f76-9738-fb34f3c25fef", "source_record": { "entity_id": "b0e7d5be-2610-3f76-9738-fb34f3c25fef", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" } ] } ``` YOO JI SUH is recorded teaching in Spring 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "JOURN/LIS 677", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "b0e7d5be-2610-3f76-9738-fb34f3c25fef", "source_record": { "entity_id": "b0e7d5be-2610-3f76-9738-fb34f3c25fef", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" } ] } ``` #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [], "condition": "None", "course": null, "evidence": "None", "id": "source_requirements", "kind": "condition" } ] ``` #### notes * Display fallback using original requirements text; not an LLM-parsed rule. #### root source\_requirements #### status needs\_review ### instructors | instructor\_uid | source | source\_instructor\_id | identity\_basis | identity\_status | name | email | first\_observed\_at | last\_observed\_at | instructor\_url | | ------------------------------------ | ---------- | ---------------------- | --------------- | ------------------ | ----------- | --------------------- | -------------------------------- | -------------------------------- | ------------------------- | | instructor\_af0846dfcff5883d878c6860 | enrollment | gli223 | netid | source\_identified | Gaofei Li | GLI223\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/GAOFEI\_LI | | instructor\_d33e50dfa1fde6beb030eb65 | enrollment | scho249 | netid | source\_identified | SOYEONG Cho | SOYEONG.CHO\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/SOYEONG\_CHO | | instructor\_4a9d2a15201824778143c54f | enrollment | syang84 | netid | source\_identified | Sijia Yang | SYANG84\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/SIJIA\_YANG | | instructor\_9565536462492b78e378955b | enrollment | ysuh23 | netid | source\_identified | Yoo Ji Suh | YOOJI.SUH\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/YOO\_JI\_SUH | ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:512:024385", "course_id": "JOURN/LIS 677", "course_uid": "course_559540bc080d84ea2a8e9ec1", "term_id": "1272", "source_course_id": "024385", "source_subject_id": "512", "title": "Concepts and Tools for Data Analysis and Visualization", "credits_min": 3, "credits_max": 3, "typically_offered": "Every Other Fall" }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:544:024385", "course_id": "JOURN/LIS 677", "course_uid": "course_559540bc080d84ea2a8e9ec1", "term_id": "1272", "source_course_id": "024385", "source_subject_id": "544", "title": "Concepts and Tools for Data Analysis and Visualization", "credits_min": 3, "credits_max": 3, "typically_offered": "Every Other Fall" } ] ``` ### sections ```json [ { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:29121", "term_id": "1272", "source_section_id": "29121", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 29, "enrolled": 30, "waitlisted": 5, "start_date": "2026-09-02 05:00:00+00:00", "end_date": "2026-12-09 06:00:00+00:00" }, { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:30039", "term_id": "1272", "source_section_id": "30039", "identity_basis": "class_number", "section_number": "002", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 27, "enrolled": 30, "waitlisted": 13, "start_date": "2026-09-02 05:00:00+00:00", "end_date": "2026-12-09 06:00:00+00:00" }, { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:37432", "term_id": "1272", "source_section_id": "37432", "identity_basis": "class_number", "section_number": "004", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 30, "enrolled": 29, "waitlisted": 6, "start_date": "2026-09-02 05:00:00+00:00", "end_date": "2026-12-09 06:00:00+00:00" }, { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:29280", "term_id": "1272", "source_section_id": "29280", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 0, "enrolled": 1, "waitlisted": 0, "start_date": "2026-09-02 05:00:00+00:00", "end_date": "2026-12-09 06:00:00+00:00" }, { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:30040", "term_id": "1272", "source_section_id": "30040", "identity_basis": "class_number", "section_number": "002", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 0, "enrolled": 1, "waitlisted": 0, "start_date": "2026-09-02 05:00:00+00:00", "end_date": "2026-12-09 06:00:00+00:00" }, { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:37460", "term_id": "1272", "source_section_id": "37460", "identity_basis": "class_number", "section_number": "004", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 0, "enrolled": 0, "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_a1d45a6a6fd1ad9ab886ea0b", "source": "madgrades", "source_instructor_id": "4912916", "identity_basis": "source_id", "identity_status": "source_identified", "name": "CHRISTOPHER WELLS", "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": 39, "quality": 4.13, "difficulty": 2.51, "quality_count": 39, "difficulty_count": 39, "profile_id": "rmp:1671379", "source_url": "https://www.ratemyprofessors.com/professor/1671379", "match_basis": "exact_name", "observed_at": "2026-09-07 16:48:09.578314+00:00", "courses": { "course_b53a6b9d1b893ffe166e8160": { "review_count": 6, "quality": 4.5, "difficulty": 2.17, "quality_count": 6, "difficulty_count": 6 }, "course_d52e6550516b857ad50d5da1": { "review_count": 2, "quality": 3, "difficulty": 4, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 3.9705714520496933, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.522, "graded": 2210, "counts": [ 923, 688, 479, 76, 20, 17, 7 ], "sections": 44 }, "instructor_url": "/instructors/CHRISTOPHER_WELLS" }, { "instructor_uid": "instructor_fda2831fb725152ce98625b6", "source": "madgrades", "source_instructor_id": "4727571", "identity_basis": "source_id", "identity_status": "source_identified", "name": "SIJIA YANG", "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": 3.733, "graded": 761, "counts": [ 474, 209, 48, 20, 9, 1, 0 ], "sections": 28 }, "instructor_url": "/instructors/SIJIA_YANG--instructor_fda2831fb725152ce98625b6" }, { "instructor_uid": "instructor_e513743b0c7b92349bf0d5b3", "source": "madgrades", "source_instructor_id": "6419999", "identity_basis": "source_id", "identity_status": "source_identified", "name": "WIL DUBREE", "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": 3.793, "graded": 595, "counts": [ 413, 134, 35, 12, 0, 1, 0 ], "sections": 12 }, "instructor_url": "/instructors/WIL_DUBREE--instructor_e513743b0c7b92349bf0d5b3" }, { "instructor_uid": "instructor_1ba3710a37d8330ef2c7c1fb", "source": "madgrades", "source_instructor_id": "5486962", "identity_basis": "source_id", "identity_status": "source_identified", "name": "LYNNE COTTER", "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": 3.669, "graded": 400, "counts": [ 258, 79, 46, 4, 5, 1, 7 ], "sections": 4 }, "instructor_url": "/instructors/LYNNE_COTTER" }, { "instructor_uid": "instructor_254d71be0d0737c2ffc9e221", "source": "madgrades", "source_instructor_id": "6555406", "identity_basis": "source_id", "identity_status": "source_identified", "name": "SOYEONG CHO", "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": 3.699, "graded": 556, "counts": [ 379, 106, 44, 11, 3, 4, 9 ], "sections": 3 }, "instructor_url": "/instructors/SOYEONG_CHO--instructor_254d71be0d0737c2ffc9e221" }, { "instructor_uid": "instructor_b7807ba372fcb5c454ce1f60", "source": "madgrades", "source_instructor_id": "816418", "identity_basis": "source_id", "identity_status": "source_identified", "name": "DHAVAN SHAH", "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": 46, "quality": 4.07, "difficulty": 2.98, "quality_count": 46, "difficulty_count": 46, "profile_id": "rmp:266500", "source_url": "https://www.ratemyprofessors.com/professor/266500", "match_basis": "exact_name", "observed_at": "2026-09-07 16:43:42.661760+00:00", "courses": { "course_65d7a926ef836ca5b1857d3f": { "review_count": 4, "quality": 4.75, "difficulty": 2.5, "quality_count": 4, "difficulty_count": 4 }, "course_0f9ea9f895fa689d4fefa679": { "review_count": 1, "quality": 5, "difficulty": 2, "quality_count": 1, "difficulty_count": 1 }, "course_20ebf3b2cdb8c86358c03f61": { "review_count": 1, "quality": 5, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.945662358650484, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.797, "graded": 1252, "counts": [ 856, 294, 94, 6, 2, 0, 0 ], "sections": 159 }, "instructor_url": "/instructors/DHAVAN_SHAH--instructor_b7807ba372fcb5c454ce1f60" }, { "instructor_uid": "instructor_e75a61d73251f435d1308c98", "source": "madgrades", "source_instructor_id": "6462573", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JI SOO CHOI", "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": 3.731, "graded": 624, "counts": [ 433, 115, 50, 11, 5, 6, 4 ], "sections": 5 }, "instructor_url": "/instructors/JI_SOO_CHOI--instructor_e75a61d73251f435d1308c98" }, { "instructor_uid": "instructor_32279e4b8550293d1542d70d", "source": "madgrades", "source_instructor_id": "6461065", "identity_basis": "source_id", "identity_status": "source_identified", "name": "FEIFEI ZHAO", "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": 3.654, "graded": 1100, "counts": [ 671, 238, 126, 34, 16, 7, 8 ], "sections": 5 }, "instructor_url": "/instructors/FEIFEI_ZHAO" }, { "instructor_uid": "instructor_530777cd4c225b45c67a71e0", "source": "madgrades", "source_instructor_id": "5527340", "identity_basis": "source_id", "identity_status": "source_identified", "name": "AMAN ABHISHEK", "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": 3.613, "graded": 603, "counts": [ 358, 127, 71, 26, 9, 6, 6 ], "sections": 5 }, "instructor_url": "/instructors/AMAN_ABHISHEK--instructor_530777cd4c225b45c67a71e0" }, { "instructor_uid": "instructor_8170dada485319178f19fd7c", "source": "madgrades", "source_instructor_id": "6362611", "identity_basis": "source_id", "identity_status": "source_identified", "name": "YOO JI SUH", "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": 25, "counts": [ 22, 2, 0, 0, 1, 0, 0 ], "sections": 1 }, "instructor_url": "/instructors/YOO_JI_SUH--instructor_8170dada485319178f19fd7c" }, { "instructor_uid": "instructor_9805365152d03df0eee8c03a", "source": "madgrades", "source_instructor_id": "6646641", "identity_basis": "source_id", "identity_status": "source_identified", "name": "XIAOHUI CAO", "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": 3.807, "graded": 548, "counts": [ 417, 83, 34, 8, 2, 2, 2 ], "sections": 4 }, "instructor_url": "/instructors/XIAOHUI_CAO--instructor_9805365152d03df0eee8c03a" }, { "instructor_uid": "instructor_9aca5e976c15ef3b17257bd2", "source": "madgrades", "source_instructor_id": "4945936", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ROSS DAHLKE", "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": 3.871, "graded": 302, "counts": [ 247, 37, 14, 3, 1, 0, 0 ], "sections": 11 }, "instructor_url": "/instructors/ROSS_DAHLKE--instructor_9aca5e976c15ef3b17257bd2" }, { "instructor_uid": "instructor_017ad1a5bbcc67fe0e2542cf", "source": "madgrades", "source_instructor_id": "6080111", "identity_basis": "source_id", "identity_status": "source_identified", "name": "YIBING SUN", "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": 3.596, "graded": 381, "counts": [ 206, 105, 50, 7, 5, 1, 7 ], "sections": 3 }, "instructor_url": "/instructors/YIBING_SUN" }, { "instructor_uid": "instructor_c1fa5ca2eaeccbdeed3c8d87", "source": "madgrades", "source_instructor_id": "6177267", "identity_basis": "source_id", "identity_status": "source_identified", "name": "YIMING 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": 3.898, "graded": 244, "counts": [ 209, 26, 5, 2, 2, 0, 0 ], "sections": 3 }, "instructor_url": "/instructors/YIMING_WANG--instructor_c1fa5ca2eaeccbdeed3c8d87" }, { "instructor_uid": "instructor_d06c9214c33d979b87ffe93d", "source": "madgrades", "source_instructor_id": "6286784", "identity_basis": "source_id", "identity_status": "source_identified", "name": "LUHANG SUN", "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": 3.546, "graded": 280, "counts": [ 147, 73, 42, 5, 5, 1, 7 ], "sections": 2 }, "instructor_url": "/instructors/LUHANG_SUN--instructor_d06c9214c33d979b87ffe93d" }, { "instructor_uid": "instructor_4a9d2a15201824778143c54f", "source": "enrollment", "source_instructor_id": "syang84", "identity_basis": "netid", "identity_status": "source_identified", "name": "Sijia Yang", "email": "SYANG84@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/SIJIA_YANG" }, { "instructor_uid": "instructor_9565536462492b78e378955b", "source": "enrollment", "source_instructor_id": "ysuh23", "identity_basis": "netid", "identity_status": "source_identified", "name": "Yoo Ji Suh", "email": "YOOJI.SUH@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/YOO_JI_SUH" }, { "instructor_uid": "instructor_af0846dfcff5883d878c6860", "source": "enrollment", "source_instructor_id": "gli223", "identity_basis": "netid", "identity_status": "source_identified", "name": "Gaofei Li", "email": "GLI223@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/GAOFEI_LI" }, { "instructor_uid": "instructor_d33e50dfa1fde6beb030eb65", "source": "enrollment", "source_instructor_id": "scho249", "identity_basis": "netid", "identity_status": "source_identified", "name": "SOYEONG Cho", "email": "SOYEONG.CHO@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/SOYEONG_CHO" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "JOURN/LIS 677", "course_uid": "course_559540bc080d84ea2a8e9ec1", "term_id": "1164", "term_name": "Spring 2016", "instructors": [ "CHRISTOPHER WELLS" ], "a": 15, "ab": 4, "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": 20, "source_aliases": [ "JOURN/LIS 677" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "JOURN/LIS 677", "course_uid": "course_559540bc080d84ea2a8e9ec1", "term_id": "1182", "term_name": "Fall 2017", "instructors": [ "CHRISTOPHER WELLS" ], "a": 24, "ab": 1, "b": 1, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 2, "no_work": 0, "not_reported": 0, "other": 0, "total": 28, "source_aliases": [ "JOURN/LIS 677" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "JOURN/LIS 677", "course_uid": "course_559540bc080d84ea2a8e9ec1", "term_id": "1222", "term_name": "Fall 2021", "instructors": [ "Sijia Yang" ], "a": 17, "ab": 2, "b": 1, "bc": 0, "c": 2, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 22, "source_aliases": [ "JOURN/LIS 677" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "JOURN/LIS 677", "course_uid": "course_559540bc080d84ea2a8e9ec1", "term_id": "1232", "term_name": "Fall 2022", "instructors": [ "Sijia Yang" ], "a": 8, "ab": 2, "b": 2, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 12, "source_aliases": [ "JOURN/LIS 677" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "JOURN/LIS 677", "course_uid": "course_559540bc080d84ea2a8e9ec1", "term_id": "1244", "term_name": "Spring 2024", "instructors": [ "Sijia Yang", "Wil Dubree" ], "a": 24, "ab": 7, "b": 1, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 32, "source_aliases": [ "JOURN/LIS 677" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "JOURN/LIS 677", "course_uid": "course_559540bc080d84ea2a8e9ec1", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "Dhavan Shah", "JI SOO CHOI", "LYNNE COTTER", "SOYEONG Cho", "Wil Dubree" ], "a": 56, "ab": 4, "b": 4, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 64, "source_aliases": [ "JOURN/LIS 677" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "JOURN/LIS 677", "course_uid": "course_559540bc080d84ea2a8e9ec1", "term_id": "1254", "term_name": "Spring 2025", "instructors": [ "AMAN ABHISHEK", "Dhavan Shah", "FEIFEI ZHAO", "Ross Dahlke", "Wil Dubree", "XIAOHUI CAO", "Yoo Ji Suh" ], "a": 69, "ab": 8, "b": 1, "bc": 0, "c": 1, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 79, "source_aliases": [ "JOURN/LIS 677" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "JOURN/LIS 677", "course_uid": "course_559540bc080d84ea2a8e9ec1", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "Ross Dahlke", "Wil Dubree", "YIBING SUN", "Yiting Wang" ], "a": 80, "ab": 2, "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": 84, "source_aliases": [ "JOURN/LIS 677" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "JOURN/LIS 677", "course_uid": "course_559540bc080d84ea2a8e9ec1", "term_id": "1264", "term_name": "Spring 2026", "instructors": [ "LUHANG SUN", "Ross Dahlke", "Wil Dubree" ], "a": 44, "ab": 15, "b": 8, "bc": 2, "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": 70, "source_aliases": [ "JOURN/LIS 677" ] } ] ``` ### statistics #### gpa 3.872 #### graded 407 #### counts * 337 * 45 * 19 * 3 * 3 * 0 * 0 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_559540bc080d84ea2a8e9ec1-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_559540bc080d84ea2a8e9ec1-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_559540bc080d84ea2a8e9ec1-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_559540bc080d84ea2a8e9ec1-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_559540bc080d84ea2a8e9ec1-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_559540bc080d84ea2a8e9ec1-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_559540bc080d84ea2a8e9ec1-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_559540bc080d84ea2a8e9ec1-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.8722358722358723 #### count 407 #### university ##### size 4312 ##### gpa Percentile 69 ##### count Percentile 82 ##### median Count 116 ##### 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 | 12 | false | | 2.8–3.2 | 260 | false | | 3.2–3.6 | 1097 | false | | 3.6–4.0 | 2943 | true | #### departments ```json [ { "subject": "JOURN", "comparison": { "size": 54, "gpaPercentile": 72, "countPercentile": 81, "medianCount": 121, "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": 7, "current": false }, { "range": "3.6–4.0", "count": 47, "current": true } ] } }, { "subject": "LIS", "comparison": { "size": 61, "gpaPercentile": 52, "countPercentile": 82, "medianCount": 136, "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": 5, "current": false }, { "range": "3.6–4.0", "count": 55, "current": true } ] } } ] ``` ### terms #### 1164 ##### term 1164 ##### gpa 3.8947368421052633 ##### count 19 ##### departments | subject | comparison | | ------- | ---------- | | JOURN | | | LIS | | #### 1182 ##### term 1182 ##### gpa 3.9423076923076925 ##### count 26 ##### departments | subject | comparison | | ------- | ---------- | | JOURN | | | LIS | | #### 1222 ##### term 1222 ##### gpa 3.727272727272727 ##### count 22 ##### departments | subject | comparison | | ------- | ---------- | | JOURN | | | LIS | | #### 1232 ##### term 1232 ##### gpa 3.75 ##### count 12 ##### departments | subject | comparison | | ------- | ---------- | | JOURN | | | LIS | | #### 1244 ##### term 1244 ##### gpa 3.859375 ##### count 32 ##### university ###### size 1241 ###### gpa Percentile 76 ###### count Percentile 4 ###### 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": "JOURN", "comparison": { "size": 15, "gpaPercentile": 93, "countPercentile": 0, "medianCount": 72, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 0, "current": false }, { "range": "3.2–3.6", "count": 3, "current": false }, { "range": "3.6–4.0", "count": 12, "current": true } ] } }, { "subject": "LIS", "comparison": { "size": 23, "gpaPercentile": 68, "countPercentile": 9, "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": false }, { "range": "3.2–3.6", "count": 1, "current": false }, { "range": "3.6–4.0", "count": 21, "current": true } ] } } ] ``` #### 1252 ##### term 1252 ##### gpa 3.90625 ##### count 64 ##### university ###### size 1333 ###### gpa Percentile 82 ###### count Percentile 45 ###### 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": "JOURN", "comparison": { "size": 17, "gpaPercentile": 69, "countPercentile": 31, "medianCount": 95, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 0, "current": false }, { "range": "3.2–3.6", "count": 3, "current": false }, { "range": "3.6–4.0", "count": 14, "current": true } ] } }, { "subject": "LIS", "comparison": { "size": 22, "gpaPercentile": 67, "countPercentile": 48, "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 3.911392405063291 ##### count 79 ##### university ###### size 1289 ###### gpa Percentile 83 ###### count Percentile 57 ###### median Count 66 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 0 | false | | 2.4–2.8 | 17 | false | | 2.8–3.2 | 128 | false | | 3.2–3.6 | 379 | false | | 3.6–4.0 | 765 | true | ##### departments ```json [ { "subject": "JOURN", "comparison": { "size": 15, "gpaPercentile": 86, "countPercentile": 43, "medianCount": 79, "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": 11, "current": true } ] } }, { "subject": "LIS", "comparison": { "size": 22, "gpaPercentile": 90, "countPercentile": 52, "medianCount": 71.5, "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": 3, "current": false }, { "range": "3.6–4.0", "count": 19, "current": true } ] } } ] ``` #### 1262 ##### term 1262 ##### gpa 3.9583333333333335 ##### count 84 ##### university ###### size 1320 ###### gpa Percentile 89 ###### count Percentile 57 ###### 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": "JOURN", "comparison": { "size": 20, "gpaPercentile": 89, "countPercentile": 47, "medianCount": 87.5, "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": 19, "current": true } ] } }, { "subject": "LIS", "comparison": { "size": 22, "gpaPercentile": 86, "countPercentile": 48, "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 3.7318840579710146 ##### count 69 ##### university ###### size 1283 ###### gpa Percentile 54 ###### count Percentile 51 ###### 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": "JOURN", "comparison": { "size": 18, "gpaPercentile": 53, "countPercentile": 35, "medianCount": 76, "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": 14, "current": true } ] } }, { "subject": "LIS", "comparison": { "size": 26, "gpaPercentile": 40, "countPercentile": 52, "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 4312 ###### gpa 3.685053035127797 ###### top Share 83.46315968093606 ###### count 116 ##### JOURN ###### size 54 ###### gpa 3.7745077457064897 ###### top Share 90.33251621615365 ###### count 121 ##### LIS ###### size 61 ###### gpa 3.8203947977622637 ###### top Share 91.77399277698358 ###### count 136 #### terms ##### 1164 ###### school ###### size 965 ###### gpa 3.46491230798535 ###### top Share 69.92376287143657 ###### count 68 ##### 1182 ###### school ###### size 1025 ###### gpa 3.474159360325319 ###### top Share 70.34861441764347 ###### count 69 ##### 1222 ###### school ###### size 1157 ###### gpa 3.563052311875811 ###### top Share 76.64869058732418 ###### count 64 ###### JOURN ###### size 11 ###### gpa 3.732164110301767 ###### top Share 90.07619254459672 ###### count 70 ###### LIS ###### size 11 ###### gpa 3.8787860078339502 ###### top Share 94.66576641579059 ###### count 73 ##### 1232 ###### school ###### size 1216 ###### gpa 3.575457431972425 ###### top Share 77.33712216234007 ###### count 66 ###### JOURN ###### size 15 ###### gpa 3.80969814735209 ###### top Share 92.59847860867491 ###### count 74 ##### 1244 ###### school ###### size 1241 ###### gpa 3.5975573126929192 ###### top Share 78.29036874847135 ###### count 65 ###### JOURN ###### size 15 ###### gpa 3.7002511796912136 ###### top Share 87.07271895872606 ###### count 72 ###### 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 ###### JOURN ###### size 17 ###### gpa 3.787277225355081 ###### top Share 91.54556669634532 ###### count 95 ###### 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 ###### JOURN ###### size 15 ###### gpa 3.758130349848614 ###### top Share 90.86178942526135 ###### count 79 ###### 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 ###### JOURN ###### size 20 ###### gpa 3.7994179196161624 ###### top Share 91.28311192592396 ###### count 87.5 ###### 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 ###### JOURN ###### size 18 ###### gpa 3.7135864893135855 ###### top Share 87.77180876725491 ###### count 76 ###### LIS ###### size 26 ###### gpa 3.7763648214424603 ###### top Share 89.64354345968482 ###### count 68.5 ## instructor Trends ```json [ { "uid": "instructor_e513743b0c7b92349bf0d5b3", "name": "WIL DUBREE", "count": 244, "terms": [ { "term": "1244", "count": 32, "sections": 1, "gpa": 3.859375 }, { "term": "1252", "count": 32, "sections": 1, "gpa": 3.921875 }, { "term": "1254", "count": 27, "sections": 1, "gpa": 3.888888888888889 }, { "term": "1262", "count": 84, "sections": 3, "gpa": 3.9583333333333335 }, { "term": "1264", "count": 69, "sections": 3, "gpa": 3.7318840579710146 } ] }, { "uid": "instructor_9aca5e976c15ef3b17257bd2", "name": "ROSS DAHLKE", "count": 180, "terms": [ { "term": "1254", "count": 27, "sections": 1, "gpa": 3.888888888888889 }, { "term": "1262", "count": 84, "sections": 3, "gpa": 3.9583333333333335 }, { "term": "1264", "count": 69, "sections": 3, "gpa": 3.7318840579710146 } ] }, { "uid": "instructor_b7807ba372fcb5c454ce1f60", "name": "DHAVAN SHAH", "count": 116, "terms": [ { "term": "1252", "count": 64, "sections": 2, "gpa": 3.90625 }, { "term": "1254", "count": 52, "sections": 2, "gpa": 3.923076923076923 } ] }, { "uid": "instructor_fda2831fb725152ce98625b6", "name": "SIJIA YANG", "count": 66, "terms": [ { "term": "1222", "count": 22, "sections": 1, "gpa": 3.727272727272727 }, { "term": "1232", "count": 12, "sections": 1, "gpa": 3.75 }, { "term": "1244", "count": 32, "sections": 1, "gpa": 3.859375 } ] }, { "uid": "instructor_a1d45a6a6fd1ad9ab886ea0b", "name": "CHRISTOPHER WELLS", "count": 45, "terms": [ { "term": "1164", "count": 19, "sections": 1, "gpa": 3.8947368421052633 }, { "term": "1182", "count": 26, "sections": 1, "gpa": 3.9423076923076925 } ] }, { "uid": "instructor_1ba3710a37d8330ef2c7c1fb", "name": "LYNNE COTTER", "count": 32, "terms": [ { "term": "1252", "count": 32, "sections": 1, "gpa": 3.890625 } ] }, { "uid": "instructor_254d71be0d0737c2ffc9e221", "name": "SOYEONG CHO", "count": 32, "terms": [ { "term": "1252", "count": 32, "sections": 1, "gpa": 3.921875 } ] }, { "uid": "instructor_e75a61d73251f435d1308c98", "name": "JI SOO CHOI", "count": 32, "terms": [ { "term": "1252", "count": 32, "sections": 1, "gpa": 3.890625 } ] }, { "uid": "instructor_c1fa5ca2eaeccbdeed3c8d87", "name": "YIMING WANG", "count": 30, "terms": [ { "term": "1262", "count": 30, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_530777cd4c225b45c67a71e0", "name": "AMAN ABHISHEK", "count": 27, "terms": [ { "term": "1254", "count": 27, "sections": 1, "gpa": 3.962962962962963 } ] }, { "uid": "instructor_9805365152d03df0eee8c03a", "name": "XIAOHUI CAO", "count": 27, "terms": [ { "term": "1254", "count": 27, "sections": 1, "gpa": 3.962962962962963 } ] }, { "uid": "instructor_017ad1a5bbcc67fe0e2542cf", "name": "YIBING SUN", "count": 25, "terms": [ { "term": "1262", "count": 25, "sections": 1, "gpa": 3.96 } ] }, { "uid": "instructor_32279e4b8550293d1542d70d", "name": "FEIFEI ZHAO", "count": 25, "terms": [ { "term": "1254", "count": 25, "sections": 1, "gpa": 3.88 } ] }, { "uid": "instructor_8170dada485319178f19fd7c", "name": "YOO JI SUH", "count": 25, "terms": [ { "term": "1254", "count": 25, "sections": 1, "gpa": 3.88 } ] }, { "uid": "instructor_d06c9214c33d979b87ffe93d", "name": "LUHANG SUN", "count": 22, "terms": [ { "term": "1264", "count": 22, "sections": 1, "gpa": 3.772727272727273 } ] } ] ``` ## following None recorded. ## projection ### target 1272 ### gpa 3.883367966994363 ### grades | grade | percentage | | ----- | ------------------- | | A | 83.95408304095271 | | AB | 10.139863681644613 | | B | 4.704957930843698 | | BC | 1.027754328440514 | | C | 0.17334101811846994 | | D | 0 | | F | 0 | ### source Terms * 1264 * 1262 * 1254 * 1252 * 1244 ### source Count 328 ### same Season false ### historical Range * 3.731884057971014 * 3.958333333333333