# ECON 698: Directed Study | UW–Madison [View on UW Courses](https://uwcourses.com/courses/ECON_698) ## 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 78adda8bcdc5e584e772d0f4cff9de98f0e7f83e27e665c18768d51a963fd764 ### course id ECON 698 ### course uid course\_50c7bde15e889feb68e4fea7 ### catalog version id 8c44fe4f6cb993d1dff40bb60dd3608742a946362a56a23367e7b9cfb1bd422c ### course number 698 ### subjects * ECON ### title DIRECTED STUDY ### description Study of topics or research at an advanced undergraduate as arranged with a faculty member. ### requirements text Consent of instructor ### credits min 1 ### credits max 4 ### credit offering ids * 1272:296:005718 ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id d8bdd1a65a2fed8fcc7b13dcb06d6435e381423574913ad236170ee91751f1ba ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary ECON 698 is a directed study course allowing advanced undergraduates to conduct arranged research or study specific topics with a faculty member. ### llm topics * Topics or research ### llm skills None recorded. ### llm assumed background None recorded. ### llm search phrases * ECON 698 directed study topics * advanced undergraduate economics research * ECON 698 faculty arranged study ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash db6a4cc12fa75b67c6b095aaa0f5cb77eac842be191ebdbc4bccfa32235317d9 #### course id ECON 698 #### current instructors ```json [ { "instructor_uid": "instructor_925fa35bbe87d3855a77c3f8", "message": "No course-specific reviews available", "name": "Ananth Seshadri", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:781839", "summary": [] } ] ``` #### difficulty workload None recorded. #### errors None recorded. #### historical context None recorded. #### message No course-specific reviews available #### offered true #### profile hash 5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02 #### quick take None recorded. #### student experience None recorded. #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history ANANTH SESHADRI is recorded teaching in Fall 2007, Spring 2008, Fall 2008. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "ECON 698", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "a98fb11b-0d99-33ea-9db5-0b3af9347eeb", "source_record": { "entity_id": "a98fb11b-0d99-33ea-9db5-0b3af9347eeb", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1082", "type": "grade" }, { "course_id": "ECON 698", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "a98fb11b-0d99-33ea-9db5-0b3af9347eeb", "source_record": { "entity_id": "a98fb11b-0d99-33ea-9db5-0b3af9347eeb", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1084", "type": "grade" }, { "course_id": "ECON 698", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "a98fb11b-0d99-33ea-9db5-0b3af9347eeb", "source_record": { "entity_id": "a98fb11b-0d99-33ea-9db5-0b3af9347eeb", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1092", "type": "grade" } ] } ``` #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [], "condition": "Consent of instructor", "course": null, "evidence": "Consent of instructor", "id": "n0", "kind": "condition" } ] ``` #### notes None recorded. #### root n0 #### status parsed ### instructors ```json [ { "instructor_uid": "instructor_925fa35bbe87d3855a77c3f8", "source": "enrollment", "source_instructor_id": "aseshadri", "identity_basis": "netid", "identity_status": "source_identified", "name": "Ananth Seshadri", "email": "ASESHADR@SSC.WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 56, "quality": 4.32, "difficulty": 3.54, "quality_count": 56, "difficulty_count": 56, "profile_id": "rmp:781839", "source_url": "https://www.ratemyprofessors.com/professor/781839", "match_basis": "exact_name", "observed_at": "2026-09-07 16:55:46.598395+00:00", "courses": { "course_9342eaf3d82a59634b605992": { "review_count": 41, "quality": 4.34, "difficulty": 3.44, "quality_count": 41, "difficulty_count": 41 }, "course_e043b9a2f1710efaaf3a7a70": { "review_count": 2, "quality": 4, "difficulty": 3.5, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 4.146233100933315, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/ANANTH_SESHADRI" } ] ``` ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:296:005718", "course_id": "ECON 698", "course_uid": "course_50c7bde15e889feb68e4fea7", "term_id": "1272", "source_course_id": "005718", "source_subject_id": "296", "title": "Directed Study", "credits_min": 1, "credits_max": 4, "typically_offered": "Fall, Spring, Summer" } ] ``` ### sections ```json [ { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:14810", "term_id": "1272", "source_section_id": "14810", "identity_basis": "class_number", "section_number": "002", "section_type": "IND", "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_a6021b8ba5ca13b388ab7897", "source": "madgrades", "source_instructor_id": "3013533", "identity_basis": "source_id", "identity_status": "source_identified", "name": "WILLIAM SANDHOLM", "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": 3.225, "graded": 1727, "counts": [ 512, 288, 665, 116, 105, 19, 22 ], "sections": 57 }, "instructor_url": "/instructors/WILLIAM_SANDHOLM" }, { "instructor_uid": "instructor_5b698f1d6b14fe74c47ddbd5", "source": "madgrades", "source_instructor_id": "3129990", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ANANTH SESHADRI", "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": 56, "quality": 4.32, "difficulty": 3.54, "quality_count": 56, "difficulty_count": 56, "profile_id": "rmp:781839", "source_url": "https://www.ratemyprofessors.com/professor/781839", "match_basis": "exact_name", "observed_at": "2026-09-07 16:55:46.598395+00:00", "courses": { "course_9342eaf3d82a59634b605992": { "review_count": 41, "quality": 4.34, "difficulty": 3.44, "quality_count": 41, "difficulty_count": 41 }, "course_e043b9a2f1710efaaf3a7a70": { "review_count": 2, "quality": 4, "difficulty": 3.5, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 4.146233100933315, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.373, "graded": 2238, "counts": [ 805, 522, 616, 188, 83, 17, 7 ], "sections": 84 }, "instructor_url": "/instructors/ANANTH_SESHADRI--instructor_5b698f1d6b14fe74c47ddbd5" }, { "instructor_uid": "instructor_f201290ae9c0bec13fc699a4", "source": "madgrades", "source_instructor_id": "4003576", "identity_basis": "source_id", "identity_status": "source_identified", "name": "SALVADOR NAVARRO-LOZANO", "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": 28, "quality": 2.86, "difficulty": 3.93, "quality_count": 28, "difficulty_count": 28, "profile_id": "rmp:900114", "source_url": "https://www.ratemyprofessors.com/professor/900114", "match_basis": "exact_name", "observed_at": "2026-09-07 16:07:47.656415+00:00", "courses": { "course_c1d62f93b6bc2a4cab189b27": { "review_count": 28, "quality": 2.86, "difficulty": 3.93, "quality_count": 28, "difficulty_count": 28 } }, "bayesian_quality": 3.193202409811081, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 2.911, "graded": 1355, "counts": [ 252, 295, 306, 227, 158, 102, 15 ], "sections": 21 }, "instructor_url": "/instructors/SALVADOR_NAVARRO-LOZANO--instructor_f201290ae9c0bec13fc699a4" }, { "instructor_uid": "instructor_72e28c70b839c191adee3f6e", "source": "madgrades", "source_instructor_id": "2601630", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MARIA MUNIAGURRIA", "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": 49, "quality": 3.2, "difficulty": 3.12, "quality_count": 49, "difficulty_count": 49, "profile_id": "rmp:294976", "source_url": "https://www.ratemyprofessors.com/professor/294976", "match_basis": "exact_name", "observed_at": "2026-09-07 16:21:01.702384+00:00", "courses": { "course_5241381a51196507bfd72daf": { "review_count": 16, "quality": 2.88, "difficulty": 3.81, "quality_count": 16, "difficulty_count": 16 }, "course_d2ac1c2916afd3b570be6b72": { "review_count": 7, "quality": 3.29, "difficulty": 3.29, "quality_count": 7, "difficulty_count": 7 }, "course_1627b8a6d219577f41962b76": { "review_count": 17, "quality": 3.24, "difficulty": 2.71, "quality_count": 17, "difficulty_count": 17 }, "course_ab34c4b7702ce1acd18fe337": { "review_count": 1, "quality": 2, "difficulty": 2, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.3332422561004624, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.027, "graded": 3739, "counts": [ 848, 607, 1194, 539, 398, 75, 78 ], "sections": 86 }, "instructor_url": "/instructors/MARIA_MUNIAGURRIA" }, { "instructor_uid": "instructor_a515a3903677d392aa79964b", "source": "madgrades", "source_instructor_id": "1420511", "identity_basis": "source_id", "identity_status": "source_identified", "name": "RASMUS LENTZ", "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": 57, "quality": 3.67, "difficulty": 3.98, "quality_count": 57, "difficulty_count": 57, "profile_id": "rmp:1577890", "source_url": "https://www.ratemyprofessors.com/professor/1577890", "match_basis": "exact_name", "observed_at": "2026-09-07 16:10:33.078826+00:00", "courses": { "course_c1d62f93b6bc2a4cab189b27": { "review_count": 48, "quality": 3.62, "difficulty": 4.1, "quality_count": 48, "difficulty_count": 48 }, "course_dbf1cd0b9e433b7de518074e": { "review_count": 1, "quality": 5, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 }, "course_91a1df85c82e29635060a630": { "review_count": 2, "quality": 5, "difficulty": 3, "quality_count": 2, "difficulty_count": 2 }, "course_6d73053cf52090039c56ff08": { "review_count": 3, "quality": 2.67, "difficulty": 4, "quality_count": 3, "difficulty_count": 3 }, "course_70d17d1d3875548d1489cae7": { "review_count": 1, "quality": 4, "difficulty": 2, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.6673209827393753, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.263, "graded": 3213, "counts": [ 1045, 843, 624, 372, 237, 78, 14 ], "sections": 63 }, "instructor_url": "/instructors/RASMUS_LENTZ--instructor_a515a3903677d392aa79964b" }, { "instructor_uid": "instructor_683d3a997fc24cf8e1d21327", "source": "madgrades", "source_instructor_id": "3626430", "identity_basis": "source_id", "identity_status": "source_identified", "name": "FRANCESCO DECAROLIS", "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": 10, "quality": 2.2, "difficulty": 4, "quality_count": 10, "difficulty_count": 10, "profile_id": "rmp:1536156", "source_url": "https://www.ratemyprofessors.com/professor/1536156", "match_basis": "exact_name", "observed_at": "2026-09-07 16:39:10.323540+00:00", "courses": { "course_c1d62f93b6bc2a4cab189b27": { "review_count": 1, "quality": 4, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 }, "course_e104fb600738e5af6d58c4dd": { "review_count": 6, "quality": 1.5, "difficulty": 4, "quality_count": 6, "difficulty_count": 6 }, "course_8225e7080149a48682f637af": { "review_count": 1, "quality": 3, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.1731238556977304, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.125, "graded": 264, "counts": [ 69, 55, 69, 39, 23, 6, 3 ], "sections": 9 }, "instructor_url": "/instructors/FRANCESCO_DECAROLIS--instructor_683d3a997fc24cf8e1d21327" }, { "instructor_uid": "instructor_0f0fb1a0cd329c6f6769523e", "source": "madgrades", "source_instructor_id": "4350752", "identity_basis": "source_id", "identity_status": "source_identified", "name": "DANIEL QUINT", "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": 33, "quality": 4.82, "difficulty": 2.85, "quality_count": 33, "difficulty_count": 33, "profile_id": "rmp:1225942", "source_url": "https://www.ratemyprofessors.com/professor/1225942", "match_basis": "exact_name", "observed_at": "2026-09-07 16:45:54.108723+00:00", "courses": { "course_071c8f834bcb9f9790bfcb0d": { "review_count": 1, "quality": 5, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 }, "course_de95d6e91ab772f6898e81ec": { "review_count": 30, "quality": 4.8, "difficulty": 2.73, "quality_count": 30, "difficulty_count": 30 }, "course_58c6777bcc200d28ee8b067d": { "review_count": 1, "quality": 5, "difficulty": 5, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 4.382145578696829, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.195, "graded": 3509, "counts": [ 961, 672, 1139, 404, 274, 40, 19 ], "sections": 78 }, "instructor_url": "/instructors/DANIEL_QUINT" }, { "instructor_uid": "instructor_9a72ffb157ddc7a507d5866f", "source": "madgrades", "source_instructor_id": "4931093", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ALAN SORENSEN", "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": 67, "quality": 4.06, "difficulty": 3.3, "quality_count": 67, "difficulty_count": 67, "profile_id": "rmp:1651506", "source_url": "https://www.ratemyprofessors.com/professor/1651506", "match_basis": "exact_name", "observed_at": "2026-09-07 16:57:15.673125+00:00", "courses": { "course_921b4908221d05cbad377045": { "review_count": 66, "quality": 4.05, "difficulty": 3.33, "quality_count": 66, "difficulty_count": 66 } }, "bayesian_quality": 3.9679737433440447, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.037, "graded": 2447, "counts": [ 651, 447, 453, 428, 379, 75, 14 ], "sections": 35 }, "instructor_url": "/instructors/ALAN_SORENSEN--instructor_9a72ffb157ddc7a507d5866f" }, { "instructor_uid": "instructor_ada2c27ad2fd17a5804677f8", "source": "madgrades", "source_instructor_id": "5464151", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MEHMET ATALAY", "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": 3.396, "graded": 537, "counts": [ 203, 136, 115, 53, 28, 2, 0 ], "sections": 24 }, "instructor_url": "/instructors/MEHMET_ATALAY--instructor_ada2c27ad2fd17a5804677f8" }, { "instructor_uid": "instructor_cff990eba15659dfee8e0731", "source": "madgrades", "source_instructor_id": "2601987", "identity_basis": "source_id", "identity_status": "source_identified", "name": "STEVEN DURLAUF", "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": 3.653, "graded": 520, "counts": [ 315, 115, 53, 24, 9, 0, 4 ], "sections": 49 }, "instructor_url": "/instructors/STEVEN_DURLAUF--instructor_cff990eba15659dfee8e0731" }, { "instructor_uid": "instructor_913c04631927cb0afd1a9bd5", "source": "madgrades", "source_instructor_id": "4931096", "identity_basis": "source_id", "identity_status": "source_identified", "name": "LISA BILIR", "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": 3.143, "graded": 520, "counts": [ 185, 82, 96, 69, 62, 23, 3 ], "sections": 20 }, "instructor_url": "/instructors/LISA_BILIR--instructor_913c04631927cb0afd1a9bd5" }, { "instructor_uid": "instructor_f7e78e66fad312ca7e5c3703", "source": "madgrades", "source_instructor_id": "3267947", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ASHLEY SWANSON", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 2, "quality": 4.5, "difficulty": 2.5, "quality_count": 2, "difficulty_count": 2, "profile_id": "rmp:2915913", "source_url": "https://www.ratemyprofessors.com/professor/2915913", "match_basis": "exact_name", "observed_at": "2026-09-07 16:54:00.812546+00:00", "courses": { "course_05d67a715fdacf96f5e1d957": { "review_count": 2, "quality": 4.5, "difficulty": 2.5, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 3.7360779850423596, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.795, "graded": 622, "counts": [ 416, 160, 44, 1, 1, 0, 0 ], "sections": 17 }, "instructor_url": "/instructors/ASHLEY_SWANSON--instructor_f7e78e66fad312ca7e5c3703" }, { "instructor_uid": "instructor_925fa35bbe87d3855a77c3f8", "source": "enrollment", "source_instructor_id": "aseshadri", "identity_basis": "netid", "identity_status": "source_identified", "name": "Ananth Seshadri", "email": "ASESHADR@SSC.WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 56, "quality": 4.32, "difficulty": 3.54, "quality_count": 56, "difficulty_count": 56, "profile_id": "rmp:781839", "source_url": "https://www.ratemyprofessors.com/professor/781839", "match_basis": "exact_name", "observed_at": "2026-09-07 16:55:46.598395+00:00", "courses": { "course_9342eaf3d82a59634b605992": { "review_count": 41, "quality": 4.34, "difficulty": 3.44, "quality_count": 41, "difficulty_count": 41 }, "course_e043b9a2f1710efaaf3a7a70": { "review_count": 2, "quality": 4, "difficulty": 3.5, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 4.146233100933315, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/ANANTH_SESHADRI" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECON 698", "course_uid": "course_50c7bde15e889feb68e4fea7", "term_id": "1072", "term_name": "Fall 2006", "instructors": [ "WILLIAM SANDHOLM" ], "a": 0, "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": 0, "source_aliases": [ "ECON 698" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECON 698", "course_uid": "course_50c7bde15e889feb68e4fea7", "term_id": "1082", "term_name": "Fall 2007", "instructors": [ "Ananth Seshadri" ], "a": 0, "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": 0, "source_aliases": [ "ECON 698" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECON 698", "course_uid": "course_50c7bde15e889feb68e4fea7", "term_id": "1084", "term_name": "Spring 2008", "instructors": [ "Ananth Seshadri" ], "a": 0, "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": 0, "source_aliases": [ "ECON 698" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECON 698", "course_uid": "course_50c7bde15e889feb68e4fea7", "term_id": "1092", "term_name": "Fall 2008", "instructors": [ "Ananth Seshadri", "SALVADOR NAVARRO-LOZANO" ], "a": 0, "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": 0, "source_aliases": [ "ECON 698" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECON 698", "course_uid": "course_50c7bde15e889feb68e4fea7", "term_id": "1102", "term_name": "Fall 2009", "instructors": [ "MARIA MUNIAGURRIA", "Rasmus Lentz" ], "a": 0, "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": 0, "source_aliases": [ "ECON 698" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECON 698", "course_uid": "course_50c7bde15e889feb68e4fea7", "term_id": "1104", "term_name": "Spring 2010", "instructors": [ "MARIA MUNIAGURRIA" ], "a": 0, "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": 0, "source_aliases": [ "ECON 698" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECON 698", "course_uid": "course_50c7bde15e889feb68e4fea7", "term_id": "1112", "term_name": "Fall 2010", "instructors": [ "FRANCESCO DECAROLIS" ], "a": 0, "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": 0, "source_aliases": [ "ECON 698" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECON 698", "course_uid": "course_50c7bde15e889feb68e4fea7", "term_id": "1122", "term_name": "Fall 2011", "instructors": [ "Rasmus Lentz" ], "a": 0, "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": 0, "source_aliases": [ "ECON 698" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECON 698", "course_uid": "course_50c7bde15e889feb68e4fea7", "term_id": "1144", "term_name": "Spring 2014", "instructors": [ "Alan Sorensen", "DANIEL QUINT" ], "a": 0, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 24, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 24, "source_aliases": [ "ECON 698" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECON 698", "course_uid": "course_50c7bde15e889feb68e4fea7", "term_id": "1152", "term_name": "Fall 2014", "instructors": [ "MEHMET ATALAY", "STEVEN DURLAUF" ], "a": 0, "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": 0, "source_aliases": [ "ECON 698" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECON 698", "course_uid": "course_50c7bde15e889feb68e4fea7", "term_id": "1162", "term_name": "Fall 2015", "instructors": [ "STEVEN DURLAUF" ], "a": 0, "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": 0, "source_aliases": [ "ECON 698" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECON 698", "course_uid": "course_50c7bde15e889feb68e4fea7", "term_id": "1164", "term_name": "Spring 2016", "instructors": [ "LISA BILIR" ], "a": 0, "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": 0, "source_aliases": [ "ECON 698" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECON 698", "course_uid": "course_50c7bde15e889feb68e4fea7", "term_id": "1182", "term_name": "Fall 2017", "instructors": [ "MEHMET ATALAY" ], "a": 0, "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": 0, "source_aliases": [ "ECON 698" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECON 698", "course_uid": "course_50c7bde15e889feb68e4fea7", "term_id": "1224", "term_name": "Spring 2022", "instructors": [ "MARIA MUNIAGURRIA" ], "a": 0, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 1, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 1, "source_aliases": [ "ECON 698" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECON 698", "course_uid": "course_50c7bde15e889feb68e4fea7", "term_id": "1264", "term_name": "Spring 2026", "instructors": [ "Ashley Swanson" ], "a": 0, "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": 0, "source_aliases": [ "ECON 698" ] } ] ``` ### statistics #### graded 0 #### counts * 0 * 0 * 0 * 0 * 0 * 0 * 0 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_50c7bde15e889feb68e4fea7-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_50c7bde15e889feb68e4fea7-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_50c7bde15e889feb68e4fea7-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_50c7bde15e889feb68e4fea7-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_50c7bde15e889feb68e4fea7-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_50c7bde15e889feb68e4fea7-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## instructor Trends None recorded. ## following None recorded.