# LSC 460: Social Media Analytics | UW–Madison [View on UW Courses](https://uwcourses.com/courses/LSC_460) ## 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 72069899dd75248e729c241de6222ed2a4a0c89600111b442942386f6832ad19 ### course id LSC 460 ### course uid course\_270e5bf9ade902304083d7c9 ### catalog version id 02c46758fc8c556dcab13485c6fc1cd54be02649d8dfc2acfc0609d959516915 ### course number 460 ### subjects * LSC ### title SOCIAL MEDIA ANALYTICS ### description Provides an introduction and practical guide to understanding, collecting, and analyzing data from social media to evaluate their impact on consumer choices, human interaction, and public opinion of scientific issues and industries. Prepares students to apply metrics from current social media platforms (e.g. Instagram, Youtube, Twitter, etc.) to develop strategic communication recommendations for clients, ranging from industry to policymakers. ### requirements text Satisfied Quantitative Reasoning A or graduate/professional standing ### credit offering ids None recorded. ### llm job id enrich-f516c4d3e82cfe326b4f5f54 ### llm output id 8b2f30b060ab5df88b42b751e7d660bd435aac9c7831697115bed72c45938a04 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary LSC 460 teaches social media analytics, focusing on collecting and analyzing data to evaluate impact on consumer choices and public opinion. ### llm topics * Impact on consumer choices and public opinion * Social media platform metrics * Strategic communication for clients and policymakers ### llm skills * Collecting and analyzing social media data * Applying platform-specific metrics * Developing strategic communication recommendations ### llm assumed background None recorded. ### llm search phrases * social media data analysis * consumer behavior metrics * strategic communication * public opinion analysis * Instagram Twitter YouTube analytics ### llm requirements status needs\_review ### llm student summary status valid ### llm experience status valid ### catalog variants None recorded. ### student summary #### context hash 69b1adf41e4e6dc67f1c210d55ee5873a47602401868439c39315c4c9b9d6f28 #### course id LSC 460 #### current instructors None recorded. #### difficulty workload Historical reviews of Kaiping Chen: The workload is dominated by group projects, which reviewers found to be a significant portion of the course structure. ```json { "citations": [ { "instructor_name": "Kaiping Chen", "review_date": "2023-05-02 21:26:52 +0000 UTC", "review_id": "538a5f978d7c6d73a687d157", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2697891", "source_review_id": "UmF0aW5nLTM3Nzk1NDEy", "source_url": "https://www.ratemyprofessors.com/professor/2697891", "type": "review" } ] } ``` #### errors None recorded. #### historical context Historical instructor Kaiping Chen is described as passionate and personable, though her instructions and presentations are sometimes unclear. Her teaching strengths include enthusiasm, while the main concern is clarity in delivery. ```json { "citations": [ { "instructor_name": "Kaiping Chen", "review_date": "2023-05-02 21:26:52 +0000 UTC", "review_id": "538a5f978d7c6d73a687d157", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2697891", "source_review_id": "UmF0aW5nLTM3Nzk1NDEy", "source_url": "https://www.ratemyprofessors.com/professor/2697891", "type": "review" } ] } ``` #### offered false #### profile hash e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1 #### quick take Historical reviews of Kaiping Chen: The course is group-project heavy and can be boring or confusing, but is recommended for students who enjoy RStudio. ```json { "citations": [ { "instructor_name": "Kaiping Chen", "review_date": "2023-05-02 21:26:52 +0000 UTC", "review_id": "538a5f978d7c6d73a687d157", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2697891", "source_review_id": "UmF0aW5nLTM3Nzk1NDEy", "source_url": "https://www.ratemyprofessors.com/professor/2697891", "type": "review" } ] } ``` Recent recorded grades — Spring 2024: 3.92 GPA, 96.7% A/AB (n=61 letter grades); Spring 2025: 3.99 GPA, 100.0% A/AB (n=77 letter grades); Spring 2026: 3.91 GPA, 96.0% A/AB (n=75 letter grades). ```json { "citations": [ { "course_id": "LSC 460", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "0753b08c-c4cd-34ca-b6d8-6c619df6ada6", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "LSC 460", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "0753b08c-c4cd-34ca-b6d8-6c619df6ada6", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "LSC 460", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "0753b08c-c4cd-34ca-b6d8-6c619df6ada6", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1264", "type": "grade" } ] } ``` #### student experience Historical reviews of Kaiping Chen: A reviewer recommends the course for RStudio lovers, though they found the content sometimes boring and the instructions unclear. ```json { "citations": [ { "instructor_name": "Kaiping Chen", "review_date": "2023-05-02 21:26:52 +0000 UTC", "review_id": "538a5f978d7c6d73a687d157", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2697891", "source_review_id": "UmF0aW5nLTM3Nzk1NDEy", "source_url": "https://www.ratemyprofessors.com/professor/2697891", "type": "review" } ] } ``` #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history KAIPING CHEN is recorded teaching in Spring 2023, Spring 2024, Spring 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "LSC 460", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "0753b08c-c4cd-34ca-b6d8-6c619df6ada6", "source_record": { "entity_id": "0753b08c-c4cd-34ca-b6d8-6c619df6ada6", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "type": "grade" }, { "course_id": "LSC 460", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "0753b08c-c4cd-34ca-b6d8-6c619df6ada6", "source_record": { "entity_id": "0753b08c-c4cd-34ca-b6d8-6c619df6ada6", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "LSC 460", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "0753b08c-c4cd-34ca-b6d8-6c619df6ada6", "source_record": { "entity_id": "0753b08c-c4cd-34ca-b6d8-6c619df6ada6", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "LSC 460", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "0753b08c-c4cd-34ca-b6d8-6c619df6ada6", "source_record": { "entity_id": "0753b08c-c4cd-34ca-b6d8-6c619df6ada6", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ] } ``` #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [ "n1", "n2" ], "condition": null, "course": null, "evidence": "Satisfied Quantitative Reasoning A or graduate/professional standing", "id": "n0", "kind": "any" }, { "children": [], "condition": "Quantitative Reasoning A", "course": null, "evidence": "Satisfied Quantitative Reasoning A", "id": "n1", "kind": "condition" }, { "children": [], "condition": "graduate/professional standing", "course": null, "evidence": "graduate/professional standing", "id": "n2", "kind": "condition" } ] ``` #### notes * Quantitative Reasoning A is a specific requirement label, not a catalog course. #### root n0 #### status needs\_review ### instructors None recorded. ### offerings None recorded. ### sections None recorded. ### grade instructors ```json [ { "instructor_uid": "instructor_4cc4e15fc4ec027ebfeadce0", "source": "madgrades", "source_instructor_id": "6457006", "identity_basis": "source_id", "identity_status": "source_identified", "name": "VARUN SRINIVASAN KALAISELVAN", "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": 3.955, "graded": 67, "counts": [ 61, 6, 0, 0, 0, 0, 0 ], "sections": 1 }, "instructor_url": "/instructors/VARUN_SRINIVASAN_KALAISELVAN" }, { "instructor_uid": "instructor_624a8c2549ee2d04057ad18e", "source": "madgrades", "source_instructor_id": "5027904", "identity_basis": "source_id", "identity_status": "source_identified", "name": "KAIPING CHEN", "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": 3, "quality": 3.67, "difficulty": 2.33, "quality_count": 3, "difficulty_count": 3, "profile_id": "rmp:2697891", "source_url": "https://www.ratemyprofessors.com/professor/2697891", "match_basis": "exact_name", "observed_at": "2026-09-07 16:27:47.830016+00:00", "courses": { "course_887d019bdf21ec7676231bc8": { "review_count": 2, "quality": 4, "difficulty": 2.5, "quality_count": 2, "difficulty_count": 2 }, "course_270e5bf9ade902304083d7c9": { "review_count": 1, "quality": 3, "difficulty": 2, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.6610311161274747, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.658, "graded": 857, "counts": [ 553, 142, 101, 26, 26, 6, 3 ], "sections": 26 }, "instructor_url": "/instructors/KAIPING_CHEN--instructor_624a8c2549ee2d04057ad18e" }, { "instructor_uid": "instructor_4acdf2ef4e17c20381e2c9ae", "source": "madgrades", "source_instructor_id": "6542986", "identity_basis": "source_id", "identity_status": "source_identified", "name": "SHA LUO", "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": 3.506, "graded": 796, "counts": [ 465, 155, 50, 52, 46, 16, 12 ], "sections": 6 }, "instructor_url": "/instructors/SHA_LUO--instructor_4acdf2ef4e17c20381e2c9ae" }, { "instructor_uid": "instructor_f738e728c007b90918c06bb1", "source": "madgrades", "source_instructor_id": "6764414", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ZHENGAN PIAO", "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": 3.672, "graded": 320, "counts": [ 229, 40, 21, 12, 9, 8, 1 ], "sections": 2 }, "instructor_url": "/instructors/ZHENGAN_PIAO--instructor_f738e728c007b90918c06bb1" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LSC 460", "course_uid": "course_270e5bf9ade902304083d7c9", "term_id": "1234", "term_name": "Spring 2023", "instructors": [ "Kaiping Chen", "VARUN SRINIVASAN KALAISELVAN" ], "a": 61, "ab": 6, "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": 67, "source_aliases": [ "LSC 460" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LSC 460", "course_uid": "course_270e5bf9ade902304083d7c9", "term_id": "1244", "term_name": "Spring 2024", "instructors": [ "Kaiping Chen", "SHA LUO" ], "a": 54, "ab": 5, "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": 61, "source_aliases": [ "LSC 460" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LSC 460", "course_uid": "course_270e5bf9ade902304083d7c9", "term_id": "1254", "term_name": "Spring 2025", "instructors": [ "Kaiping Chen", "SHA LUO" ], "a": 76, "ab": 1, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 77, "source_aliases": [ "LSC 460" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "LSC 460", "course_uid": "course_270e5bf9ade902304083d7c9", "term_id": "1264", "term_name": "Spring 2026", "instructors": [ "Kaiping Chen", "SHA LUO", "Zhengan Piao" ], "a": 69, "ab": 3, "b": 2, "bc": 0, "c": 0, "d": 1, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 75, "source_aliases": [ "LSC 460" ] } ] ``` ### statistics #### gpa 3.946 #### graded 280 #### counts * 260 * 15 * 3 * 1 * 0 * 1 * 0 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_270e5bf9ade902304083d7c9-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_270e5bf9ade902304083d7c9-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_270e5bf9ade902304083d7c9-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_270e5bf9ade902304083d7c9-0.json) #### reviews * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_270e5bf9ade902304083d7c9-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_270e5bf9ade902304083d7c9-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_270e5bf9ade902304083d7c9-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_270e5bf9ade902304083d7c9-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.9464285714285716 #### count 280 #### university ##### size 2701 ##### gpa Percentile 82 ##### count Percentile 80 ##### median Count 104 ##### 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 | 172 | false | | 3.2–3.6 | 693 | false | | 3.6–4.0 | 1823 | true | #### departments ```json [ { "subject": "LSC", "comparison": { "size": 20, "gpaPercentile": 79, "countPercentile": 84, "medianCount": 94, "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 } ] } } ] ``` ### terms #### 1234 ##### term 1234 ##### gpa 3.955223880597015 ##### count 67 ##### university ###### size 1188 ###### gpa Percentile 90 ###### count Percentile 51 ###### median Count 65 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 3 | false | | 2.4–2.8 | 17 | false | | 2.8–3.2 | 144 | false | | 3.2–3.6 | 374 | false | | 3.6–4.0 | 650 | true | ##### departments | subject | comparison | | ------- | ---------- | | LSC | | #### 1244 ##### term 1244 ##### gpa 3.918032786885246 ##### count 61 ##### university ###### size 1241 ###### gpa Percentile 83 ###### count Percentile 46 ###### 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 | subject | comparison | | ------- | ---------- | | LSC | | #### 1254 ##### term 1254 ##### gpa 3.9935064935064934 ##### count 77 ##### university ###### size 1289 ###### gpa Percentile 95 ###### 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 | subject | comparison | | ------- | ---------- | | LSC | | #### 1264 ##### term 1264 ##### gpa 3.9133333333333336 ##### count 75 ##### university ###### size 1283 ###### gpa Percentile 82 ###### count Percentile 55 ###### 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 | subject | comparison | | ------- | ---------- | | LSC | | ### benchmarks #### all ##### school ###### size 2701 ###### gpa 3.6818072807746525 ###### top Share 83.341103666219 ###### count 104 ##### LSC ###### size 20 ###### gpa 3.830914095773333 ###### top Share 91.88108417997422 ###### count 94 #### terms ##### 1234 ###### school ###### size 1188 ###### gpa 3.5799441677552393 ###### top Share 77.18256448537606 ###### count 65 ##### 1244 ###### school ###### size 1241 ###### gpa 3.5975573126929192 ###### top Share 78.29036874847135 ###### count 65 ##### 1254 ###### school ###### size 1289 ###### gpa 3.6126423469389106 ###### top Share 79.48050408754871 ###### count 66 ##### 1264 ###### school ###### size 1283 ###### gpa 3.6229729166451925 ###### top Share 80.13669149396227 ###### count 66 ## instructor Trends ```json [ { "uid": "instructor_624a8c2549ee2d04057ad18e", "name": "KAIPING CHEN", "count": 280, "terms": [ { "term": "1234", "count": 67, "sections": 1, "gpa": 3.955223880597015 }, { "term": "1244", "count": 61, "sections": 1, "gpa": 3.918032786885246 }, { "term": "1254", "count": 77, "sections": 1, "gpa": 3.9935064935064934 }, { "term": "1264", "count": 75, "sections": 1, "gpa": 3.9133333333333336 } ] }, { "uid": "instructor_4acdf2ef4e17c20381e2c9ae", "name": "SHA LUO", "count": 213, "terms": [ { "term": "1244", "count": 61, "sections": 1, "gpa": 3.918032786885246 }, { "term": "1254", "count": 77, "sections": 1, "gpa": 3.9935064935064934 }, { "term": "1264", "count": 75, "sections": 1, "gpa": 3.9133333333333336 } ] }, { "uid": "instructor_f738e728c007b90918c06bb1", "name": "ZHENGAN PIAO", "count": 75, "terms": [ { "term": "1264", "count": 75, "sections": 1, "gpa": 3.9133333333333336 } ] }, { "uid": "instructor_4cc4e15fc4ec027ebfeadce0", "name": "VARUN SRINIVASAN KALAISELVAN", "count": 67, "terms": [ { "term": "1234", "count": 67, "sections": 1, "gpa": 3.955223880597015 } ] } ] ``` ## following None recorded. ## projection ### target 1272 ### gpa 3.943344897903373 ### grades | grade | percentage | | ----- | ------------------- | | A | 92.89691803492252 | | AB | 5.037241634543013 | | B | 1.2587557569564767 | | BC | 0.35541339019947576 | | C | 0 | | D | 0.45167118337850043 | | F | 0 | ### source Terms * 1264 * 1254 * 1244 * 1234 ### source Count 280 ### same Season false ### historical Range * 3.9133333333333336 * 3.9935064935064934