# Psychology Prerequisite Map | UW–Madison

[View on UW Courses](https://uwcourses.com/explorer/PSYCH)

## Dataset

### search projection

#### version

1

#### terms

* 1274
* 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

### revision

fc1811fa52e581ea57a35c0cf3343f8740a8ffbf

### repository

twangodev/uwcourses

### schema version

6

### importer version

10

### projection id

25a5e1495a940a130efa223858e76f52294bba73a112cecf25208173491bd201

### observed at

2026-10-14T17:50:09.728220+00:00

### built at

2026-10-19T18:58:33.786556+00:00

### courses

8929

### current instructors

3758

### limited

false

### terms

* 1274
* 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

1274

### departments

| subject   | count |
| --------- | ----- |
| AAE       | 90    |
| ABT       | 20    |
| ACCTIS    | 36    |
| ACTSCI    | 14    |
| AFAERO    | 10    |
| AFRICAN   | 87    |
| AFROAMER  | 70    |
| AGROECOL  | 21    |
| AMERIND   | 54    |
| ANAT\&PHY | 7     |
| ANATOMY   | 2     |
| ANESTHES  | 8     |
| ANSCI     | 53    |
| ANTHRO    | 93    |
| ART       | 124   |
| ARTED     | 10    |
| ARTHIST   | 121   |
| ASIALANG  | 129   |
| ASIAN     | 109   |
| ASIANAM   | 28    |
| ASTRON    | 38    |
| ATMOCN    | 70    |
| BIOCHEM   | 52    |
| BIOCORE   | 10    |
| BIOLOGY   | 14    |
| BIOMDSCI  | 18    |
| BME       | 66    |
| BMI       | 41    |
| BMOLCHEM  | 10    |
| BOTANY    | 68    |
| BSE       | 44    |
| C\&ESOC   | 73    |
| CBE       | 48    |
| CHEM      | 101   |
| CHICLA    | 51    |
| CIVENGR   | 131   |
| CLASSICS  | 47    |
| CNP       | 11    |
| CNSRSCI   | 49    |
| COMARTS   | 137   |
| COMPBIO   | 15    |
| COMPLIT   | 10    |
| COMPSCI   | 138   |
| COUNPSY   | 78    |
| CRB       | 14    |
| CS\&D     | 71    |
| CSCS      | 39    |
| CURRIC    | 193   |
| DANCE     | 93    |
| DERM      | 8     |
| DS        | 88    |
| DYSCI     | 33    |
| ECE       | 155   |
| ECON      | 144   |
| EDPOL     | 115   |
| EDPSYCH   | 97    |
| ELPA      | 71    |
| EMA       | 52    |
| EMERMED   | 17    |
| ENGL      | 205   |
| ENTOM     | 39    |
| ENVIRST   | 149   |
| EP        | 15    |
| EPD       | 65    |
| ESL       | 15    |
| F\&WECOL  | 60    |
| FAMMED    | 21    |
| FINANCE   | 50    |
| FOLKLORE  | 38    |
| FOODSCI   | 43    |
| FRENCH    | 62    |
| GEN\&WS   | 144   |
| GENBUS    | 72    |
| GENECSLR  | 17    |
| GENETICS  | 60    |
| GEOG      | 112   |
| GEOSCI    | 83    |
| GERMAN    | 84    |
| GLE       | 47    |
| GNS       | 39    |
| GREEK     | 27    |
| HDFS      | 43    |
| HEBR-BIB  | 13    |
| HEBR-MOD  | 10    |
| HISTORY   | 232   |
| HISTSCI   | 54    |
| HONCOL    | 13    |
| ILS       | 43    |
| INFOSYS   | 9     |
| INTEGART  | 7     |
| INTEGSCI  | 22    |
| INTER-AG  | 18    |
| INTER-HE  | 11    |
| INTER-LS  | 21    |
| INTEREGR  | 16    |
| INTLBUS   | 21    |
| INTLST    | 52    |
| ISYE      | 82    |
| ITALIAN   | 55    |
| JEWISH    | 56    |
| JOURN     | 87    |
| KINES     | 127   |
| LACIS     | 26    |
| LANDARC   | 61    |
| LATIN     | 24    |
| LAW       | 118   |
| LEGALST   | 48    |
| LINGUIS   | 35    |
| LIS       | 90    |
| LITTRANS  | 79    |
| LSC       | 52    |
| M\&ENVTOX | 7     |
| MARKETNG  | 65    |
| MATH      | 152   |
| MDGENET   | 8     |
| ME        | 132   |
| MEDHIST   | 41    |
| MEDICINE  | 59    |
| MEDIEVAL  | 32    |
| MEDPHYS   | 39    |
| MEDSC-M   | 29    |
| MEDSC-V   | 45    |
| MHR       | 68    |
| MICROBIO  | 45    |
| MILSCI    | 16    |
| MM\&I     | 22    |
| MOLBIOL   | 6     |
| MS\&E     | 60    |
| MUSIC     | 164   |
| MUSPERF   | 125   |
| NAVSCI    | 20    |
| NE        | 44    |
| NEURODPT  | 11    |
| NEUROL    | 7     |
| NEURSURG  | 5     |
| NTP       | 11    |
| NURSING   | 112   |
| NUTRSCI   | 64    |
| OBS\&GYN  | 18    |
| OCCTHER   | 39    |
| ONCOLOGY  | 13    |
| OPHTHALM  | 5     |
| OTM       | 44    |
| PATH      | 34    |
| PATH-BIO  | 29    |
| PEDIAT    | 27    |
| PHARMACY  | 36    |
| PHILOS    | 76    |
| PHMCOL-M  | 10    |
| PHMPRAC   | 41    |
| PHMSCI    | 58    |
| PHYASST   | 38    |
| PHYSICS   | 88    |
| PHYSIOL   | 3     |
| PHYTHER   | 37    |
| PLANTSCI  | 53    |
| PLPATH    | 37    |
| POLISCI   | 197   |
| POPHLTH   | 54    |
| PORTUG    | 33    |
| PSYCH     | 102   |
| PSYCHIAT  | 21    |
| PUBAFFR   | 54    |
| PUBLHLTH  | 23    |
| RADIOL    | 11    |
| REALEST   | 41    |
| RELIGST   | 90    |
| RHABMED   | 9     |
| RMI       | 24    |
| RP\&SE    | 101   |
| S\&APHM   | 16    |
| SCANDST   | 73    |
| SLAVIC    | 90    |
| SOC       | 145   |
| SOCWORK   | 87    |
| SOILSCI   | 46    |
| SPANISH   | 81    |
| SRMED     | 21    |
| STAT      | 91    |
| STDYABRD  | 52    |
| STS       | 8     |
| SURGERY   | 24    |
| SURGSCI   | 33    |
| THEATRE   | 88    |
| URBRPL    | 60    |
| UROLOGY   | 6     |
| ZOOLOGY   | 90    |

### designations

| family                 | value                                  | label                                                        |
| ---------------------- | -------------------------------------- | ------------------------------------------------------------ |
| breadth                | biological-science                     | Breadth - Biological Science                                 |
| breadth                | biological-science-or-social-science   | Breadth - Biological Science or Social Science               |
| breadth                | humanities                             | Breadth - Humanities                                         |
| breadth                | humanities-or-natural-science          | Breadth - Humanities or Natural Science                      |
| breadth                | humanities-or-social-science           | Breadth - Humanities or Social Science                       |
| breadth                | literature                             | Breadth - Literature                                         |
| breadth                | natural-science                        | Breadth - Natural Science                                    |
| breadth                | physical-science                       | Breadth - Physical Science                                   |
| breadth                | social-science                         | Breadth - Social Science                                     |
| breadth                | social-science-or-natural-science      | Breadth - Social Science or Natural Science                  |
| catalog-level          | advanced                               | Level - Advanced                                             |
| catalog-level          | elementary                             | Level - Elementary                                           |
| catalog-level          | intermediate                           | Level - Intermediate                                         |
| communication          | a                                      | Comm QR - Communication A                                    |
| communication          | b                                      | Comm QR - Communication B                                    |
| core-gened             | civics-and-perspectives                | Core GenEd - Civics & Perspectives                           |
| core-gened             | communication-and-literacy             | Core GenEd - Communication & Literacy                        |
| core-gened             | humanities-and-arts                    | Core GenEd - Humanities & Arts                               |
| core-gened             | mathematics-and-quantitative-reasoning | Core GenEd - Mathematics & Quantitative Reasoning            |
| core-gened             | natural-science-and-wellness           | Core GenEd - Natural Science & Wellness                      |
| core-gened             | natural-science-and-wellness-lab       | Core GenEd - Natural Science & Wellness + Lab                |
| core-gened             | social-and-behavioral-science          | Core GenEd - Social & Behavioral Science                     |
| ethnic-studies         | yes                                    | Ethnic St - Ethnic Studies                                   |
| frgn-lang              | 1st-semester-language                  | Frgn Lang - 1st semester language                            |
| frgn-lang              | 2nd-semester-language                  | Frgn Lang - 2nd semester language                            |
| frgn-lang              | 3rd-semester-language                  | Frgn Lang - 3rd semester language                            |
| frgn-lang              | 4th-semester-language                  | Frgn Lang - 4th semester language                            |
| frgn-lang              | 5th-semester-language                  | Frgn Lang - 5th + semester language                          |
| graduate-credit        | yes                                    | Grad 50% - Counts toward 50% graduate coursework requirement |
| honors                 | accelerated-honors                     | Honors - Accelerated Honors (!)                              |
| honors                 | honors-only-courses-h                  | Honors - Honors Only Courses (H)                             |
| honors                 | honors-optional                        | Honors - Honors Optional (%)                                 |
| liberal-arts           | l-and-s-liberal-arts-and-science       | L\&S Credit - L\&S Liberal Arts and Science                  |
| quantitative-reasoning | a                                      | Comm QR - Quantitative Reasoning A                           |
| quantitative-reasoning | b                                      | Comm QR - Quantitative Reasoning B                           |
| workplace              | workplace-experience                   | Workplace - Workplace Experience                             |

## subject

PSYCH

## graph

### courses

```json
[
  {
    "uid": "course_4c3353fbef9d5d7a22518b31",
    "code": "ANTHRO/PSYCH 906",
    "title": "METHODS AND HYPOTHESIS-TESTING FOR BEHAVIORAL ECOLOGISTS",
    "subjects": [
      "ANTHRO",
      "PSYCH"
    ]
  },
  {
    "uid": "course_1dcb40ae159d97b28336522e",
    "code": "ANTHRO/PSYCH/ZOOLOGY 619",
    "title": "BIOLOGY OF MIND",
    "subjects": [
      "ANTHRO",
      "PSYCH",
      "ZOOLOGY"
    ]
  },
  {
    "uid": "course_aa17032fba370e20d7ee3634",
    "code": "ASIAN/COUNPSY/EDPSYCH/PSYCH 120",
    "title": "THE ART AND SCIENCE OF HUMAN FLOURISHING",
    "subjects": [
      "ASIAN",
      "COUNPSY",
      "EDPSYCH",
      "PSYCH"
    ]
  },
  {
    "uid": "course_52a1055a4196c042b145bf49",
    "code": "BIOCORE 381",
    "title": "EVOLUTION, ECOLOGY, AND GENETICS",
    "subjects": [
      "BIOCORE"
    ]
  },
  {
    "uid": "course_ae7006d9c9d1828e4b1577b8",
    "code": "BIOCORE 382",
    "title": "EVOLUTION, ECOLOGY, AND GENETICS LABORATORY",
    "subjects": [
      "BIOCORE"
    ]
  },
  {
    "uid": "course_124cc798935d51b85f686dc3",
    "code": "BIOCORE 383",
    "title": "CELLULAR BIOLOGY",
    "subjects": [
      "BIOCORE"
    ]
  },
  {
    "uid": "course_ab0b263a9e9d35c04bf46fee",
    "code": "BIOCORE 384",
    "title": "CELLULAR BIOLOGY LABORATORY",
    "subjects": [
      "BIOCORE"
    ]
  },
  {
    "uid": "course_4722ef6b23bfedc23131f60d",
    "code": "BIOLOGY/BOTANY/ZOOLOGY 151",
    "title": "INTRODUCTORY BIOLOGY",
    "subjects": [
      "BIOLOGY",
      "BOTANY",
      "ZOOLOGY"
    ]
  },
  {
    "uid": "course_b61b3a2720bc1995e3b37da8",
    "code": "BIOLOGY/BOTANY/ZOOLOGY 152",
    "title": "INTRODUCTORY BIOLOGY",
    "subjects": [
      "BIOLOGY",
      "BOTANY",
      "ZOOLOGY"
    ]
  },
  {
    "uid": "course_8c99a612c2020145d67e29b1",
    "code": "BIOLOGY/ZOOLOGY 101",
    "title": "ANIMAL BIOLOGY",
    "subjects": [
      "BIOLOGY",
      "ZOOLOGY"
    ]
  },
  {
    "uid": "course_7eacc7c47aaa88034087e337",
    "code": "BIOLOGY/ZOOLOGY 102",
    "title": "ANIMAL BIOLOGY LABORATORY",
    "subjects": [
      "BIOLOGY",
      "ZOOLOGY"
    ]
  },
  {
    "uid": "course_9ea08d141645e8e3a95d2869",
    "code": "BME 325",
    "title": "APPLIED STATISTICS FOR BIOMEDICAL ENGINEERS",
    "subjects": [
      "BME"
    ]
  },
  {
    "uid": "course_14d614e3399b3ca1f2c90438",
    "code": "BMI/COMPSCI/PSYCH 841",
    "title": "COMPUTATIONAL COGNITIVE SCIENCE",
    "subjects": [
      "BMI",
      "COMPSCI",
      "PSYCH"
    ]
  },
  {
    "uid": "course_dd2827718d9254cf91326619",
    "code": "C&ESOC/SOC 360",
    "title": "STATISTICS FOR SOCIOLOGISTS I",
    "subjects": [
      "C&ESOC",
      "SOC"
    ]
  },
  {
    "uid": "course_1892a0df3dfd0788ad8a857d",
    "code": "CHEM 104",
    "title": "GENERAL CHEMISTRY II",
    "subjects": [
      "CHEM"
    ]
  },
  {
    "uid": "course_f4c1d40f8af1545c1ccf8488",
    "code": "CHEM 109",
    "title": "ADVANCED GENERAL CHEMISTRY",
    "subjects": [
      "CHEM"
    ]
  },
  {
    "uid": "course_e417e49826c79d82de86997c",
    "code": "CHEM 116",
    "title": "CHEMICAL PRINCIPLES II",
    "subjects": [
      "CHEM"
    ]
  },
  {
    "uid": "course_838dabb25ad7f26b4601d1c8",
    "code": "COMPSCI/EDPSYCH/PSYCH 770",
    "title": "HUMAN-COMPUTER INTERACTION",
    "subjects": [
      "COMPSCI",
      "EDPSYCH",
      "PSYCH"
    ]
  },
  {
    "uid": "course_55184a5c5355bbdc09a199da",
    "code": "COUNPSY/EDPSYCH/PSYCH 995",
    "title": "PREDOCTORAL INTERNSHIP",
    "subjects": [
      "COUNPSY",
      "EDPSYCH",
      "PSYCH"
    ]
  },
  {
    "uid": "course_4811505677acc5588dcf75df",
    "code": "COUNPSY/PSYCH/RP&SE 729",
    "title": "ADVANCED SOCIAL PSYCHOLOGY",
    "subjects": [
      "COUNPSY",
      "PSYCH",
      "RP&SE"
    ]
  },
  {
    "uid": "course_c6592733bd6855f32188cfa7",
    "code": "ECE 331",
    "title": "INTRODUCTION TO RANDOM SIGNAL ANALYSIS AND STATISTICS",
    "subjects": [
      "ECE"
    ]
  },
  {
    "uid": "course_cdc7d1a4f1927173156a09fe",
    "code": "GEN&WS 102",
    "title": "GENDER, WOMEN, AND SOCIETY IN GLOBAL PERSPECTIVE",
    "subjects": [
      "GEN&WS"
    ]
  },
  {
    "uid": "course_0e400a4ff2e775b8450b2f0c",
    "code": "GEN&WS 103",
    "title": "GENDER, WOMEN, BODIES, AND HEALTH",
    "subjects": [
      "GEN&WS"
    ]
  },
  {
    "uid": "course_b40a6ae1f0c3dcc9a54f82b7",
    "code": "GEN&WS/PSYCH 322",
    "title": "SEXUAL & RELATIONSHIP VIOLENCE RESEARCH & ACTIVISM",
    "subjects": [
      "GEN&WS",
      "PSYCH"
    ]
  },
  {
    "uid": "course_1245a2f16ab070911e77a6c1",
    "code": "GEN&WS/PSYCH 522",
    "title": "PSYCHOLOGY OF WOMEN AND GENDER",
    "subjects": [
      "GEN&WS",
      "PSYCH"
    ]
  },
  {
    "uid": "course_4fce140d8df9cca82881859c",
    "code": "GEN&WS/PSYCH 932",
    "title": "PSYCHOLOGY OF WOMEN AND GENDER",
    "subjects": [
      "GEN&WS",
      "PSYCH"
    ]
  },
  {
    "uid": "course_75474c11dc2b9f0b6f591be5",
    "code": "ISYE 210",
    "title": "INTRODUCTION TO INDUSTRIAL STATISTICS",
    "subjects": [
      "ISYE"
    ]
  },
  {
    "uid": "course_0bf7d1fc20304def0233e765",
    "code": "ISYE/PSYCH 349",
    "title": "INTRODUCTION TO HUMAN FACTORS",
    "subjects": [
      "ISYE",
      "PSYCH"
    ]
  },
  {
    "uid": "course_291a40249da8efa7a3c96733",
    "code": "ISYE/PSYCH 549",
    "title": "HUMAN FACTORS ENGINEERING",
    "subjects": [
      "ISYE",
      "PSYCH"
    ]
  },
  {
    "uid": "course_6f13e98ae68bbc257936b9c2",
    "code": "ISYE/PSYCH 653",
    "title": "ORGANIZATION AND JOB DESIGN",
    "subjects": [
      "ISYE",
      "PSYCH"
    ]
  },
  {
    "uid": "course_bec529eaea205ffcc7c53954",
    "code": "ISYE/PSYCH 854",
    "title": "SPECIAL TOPICS IN ORGANIZATION DESIGN",
    "subjects": [
      "ISYE",
      "PSYCH"
    ]
  },
  {
    "uid": "course_cf81ce86a3109ddc6a05fff0",
    "code": "ISYE/PSYCH 859",
    "title": "SPECIAL TOPICS IN HUMAN FACTORS ENGINEERING",
    "subjects": [
      "ISYE",
      "PSYCH"
    ]
  },
  {
    "uid": "course_5d5f3a3f185baf9eaaa98221",
    "code": "MATH 331",
    "title": "INTRODUCTORY PROBABILITY",
    "subjects": [
      "MATH"
    ]
  },
  {
    "uid": "course_e0a93fa3466c39b6802e52a7",
    "code": "MATH 531",
    "title": "PROBABILITY THEORY",
    "subjects": [
      "MATH"
    ]
  },
  {
    "uid": "course_2a00c702ff402614a950606e",
    "code": "MATH/STAT 309",
    "title": "INTRODUCTION TO PROBABILITY AND MATHEMATICAL STATISTICS I",
    "subjects": [
      "MATH",
      "STAT"
    ]
  },
  {
    "uid": "course_dcdb624e3fb8cbaf9a557ab9",
    "code": "MATH/STAT 431",
    "title": "INTRODUCTION TO THE THEORY OF PROBABILITY",
    "subjects": [
      "MATH",
      "STAT"
    ]
  },
  {
    "uid": "course_ff40b1cbd1c6cc939f162555",
    "code": "NEURODPT/NTP 610",
    "title": "CELLULAR AND MOLECULAR NEUROSCIENCE",
    "subjects": [
      "NEURODPT",
      "NTP"
    ]
  },
  {
    "uid": "course_9853318d8636388bd1c23dc7",
    "code": "NEURODPT/NTP/PSYCH 611",
    "title": "SYSTEMS NEUROSCIENCE",
    "subjects": [
      "NEURODPT",
      "NTP",
      "PSYCH"
    ]
  },
  {
    "uid": "course_0701c133f983a0d9aed53243",
    "code": "NEURODPT/PSYCH/ZOOLOGY 674",
    "title": "BEHAVIORAL NEUROENDOCRINOLOGY SEMINAR",
    "subjects": [
      "NEURODPT",
      "PSYCH",
      "ZOOLOGY"
    ]
  },
  {
    "uid": "course_c6cb82c0dae5185c7cec8d65",
    "code": "PSYCH 202",
    "title": "INTRODUCTION TO PSYCHOLOGY",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_382107811e73e2662290626d",
    "code": "PSYCH 205",
    "title": "EXPLORING RESEARCH IN PSYCHOLOGY",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_2b59ae9c5e9641dfdbd15861",
    "code": "PSYCH 210",
    "title": "BASIC STATISTICS FOR PSYCHOLOGY",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_d8b642a78e9d4ea0e53c30ea",
    "code": "PSYCH 212",
    "title": "SOCIAL SCIENCE TOPICS IN PSYCHOLOGY",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_1177b5ab16c01f6a0eef7a2b",
    "code": "PSYCH 225",
    "title": "RESEARCH METHODS",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_ede586346a40bf153b459e7f",
    "code": "PSYCH 310",
    "title": "STUDY ABROAD IN PSYCHOLOGY TOPICS",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_15ee6ce38efe5ef07c9e910f",
    "code": "PSYCH 311",
    "title": "ISSUES IN PSYCHOLOGY",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_3713b88d5df1c7c6aed6f665",
    "code": "PSYCH 380",
    "title": "THESIS PREPARATION SEMINAR",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_4f36d81fbcd080b28a822ddb",
    "code": "PSYCH 399",
    "title": "SERVICE LEARNING IN PSYCHOLOGY",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_526f18ca6acb94527ee8f083",
    "code": "PSYCH 401",
    "title": "PSYCHOLOGY, LAW, AND SOCIAL POLICY",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_d7ab287023ed108e85984abd",
    "code": "PSYCH 403",
    "title": "PSYCHOLOGY OF PERSONALITY",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_6b41ff6cade517e9160c3464",
    "code": "PSYCH 405",
    "title": "ADULT PSYCHOPATHOLOGY",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_5c158f91c031d14bdbb23847",
    "code": "PSYCH 406",
    "title": "PSYCHOLOGY OF PERCEPTION",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_42d43988349abb6aa4cec6d4",
    "code": "PSYCH 414",
    "title": "COGNITIVE PSYCHOLOGY",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_a0504fc493818de15f7bb393",
    "code": "PSYCH 449",
    "title": "ANIMAL BEHAVIOR",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_4c50b8fe09ffc7f5e07a23e8",
    "code": "PSYCH 450",
    "title": "PRIMATE PSYCHOLOGY: INSIGHTS INTO HUMAN BEHAVIOR",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_0593d58e1f8ad103506a6dfe",
    "code": "PSYCH 454",
    "title": "BEHAVIORAL NEUROSCIENCE",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_ac8b1c27fdbde1a0c941dbaf",
    "code": "PSYCH 456",
    "title": "SOCIAL PSYCHOLOGY",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_a899f2064c95f886680fa00c",
    "code": "PSYCH 460",
    "title": "CHILD DEVELOPMENT",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_72cf42117e9af4a68de0e39d",
    "code": "PSYCH 462",
    "title": "ADOLESCENT DEVELOPMENT",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_b73d5f7f06f7196e77e84c31",
    "code": "PSYCH 464",
    "title": "ADULT DEVELOPMENT AND AGING",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_a6d56896c154e639fa25048c",
    "code": "PSYCH 501",
    "title": "DEPTH TOPIC IN SOCIAL SCIENCE",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_f18d7471c47bfcfa3cd6aedb",
    "code": "PSYCH 502",
    "title": "COGNITIVE DEVELOPMENT",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_3324d21c181e7d4d2e36ba79",
    "code": "PSYCH 503",
    "title": "SOCIAL DEVELOPMENT",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_c88d1c382acde7401ca0fe3d",
    "code": "PSYCH 505",
    "title": "DEPTH TOPIC IN BIOLOGICAL SCIENCE",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_dacf0eb4a16cdf2ebb768692",
    "code": "PSYCH 507",
    "title": "INTRODUCTION TO CLINICAL PSYCHOLOGY",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_b987800ac125793f875f40b3",
    "code": "PSYCH 508",
    "title": "PSYCHOLOGY OF HUMAN EMOTIONS: FROM BIOLOGY TO CULTURE",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_fc96e47deec8b1853edd8055",
    "code": "PSYCH 510",
    "title": "CRITICAL ISSUES IN CHILD PSYCHOPATHOLOGY",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_f19a5353bd9546e002b5f73e",
    "code": "PSYCH 513",
    "title": "HORMONES, BRAIN, AND BEHAVIOR",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_f051a3d4704f67d8bedd7b32",
    "code": "PSYCH 515",
    "title": "ANIMAL COGNITION",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_f4bee73bb22fcf1ff1ba3468",
    "code": "PSYCH 526",
    "title": "THE CRIMINAL MIND: FORENSIC AND PSYCHOBIOLOGICAL PERSPECTIVES",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_bd0f970b4ef3268a3019f1f2",
    "code": "PSYCH 528",
    "title": "CULTURAL PSYCHOLOGY",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_2620967f0c6995041a760c37",
    "code": "PSYCH 532",
    "title": "PSYCHOLOGICAL EFFECTS OF THE INTERNET",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_4659324d93459bdfdda706a3",
    "code": "PSYCH 601",
    "title": "CURRENT TOPICS IN PSYCHOLOGY",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_933f1083fa0a93c61a84975e",
    "code": "PSYCH 603",
    "title": "EPIGENETICS AND THE BRAIN",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_62b662f1be1da3a473a4f775",
    "code": "PSYCH 607",
    "title": "INTRODUCTION TO PSYCHOTHERAPY",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_b96e0e6d354068e3c5886d1e",
    "code": "PSYCH 610",
    "title": "DESIGN AND ANALYSIS OF PSYCHOLOGICAL EXPERIMENTS I",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_9464ca6a02dddd07c82ffc2d",
    "code": "PSYCH 612",
    "title": "NEUROPHARMACOLOGY",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_63328110446b220eee7ba600",
    "code": "PSYCH 621",
    "title": "MENTORED RESEARCH AND SEMINAR",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_0c5f557eac5fe74224f32e80",
    "code": "PSYCH 626",
    "title": "ISSUES IN PRISONER REENTRY",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_77d58c85bd38c319b02d4f1c",
    "code": "PSYCH 681",
    "title": "SENIOR HONORS THESIS",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_06709394a3289f7b66928134",
    "code": "PSYCH 682",
    "title": "SENIOR HONORS THESIS",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_33f61fe349d91253df20f14b",
    "code": "PSYCH 686",
    "title": "SENIOR THESIS SEMINAR IN PSYCHOLOGY",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_03208f43cc16707621f17c5a",
    "code": "PSYCH 691",
    "title": "UNDERGRADUATE THESIS",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_fa1565cd023f05a39899b356",
    "code": "PSYCH 692",
    "title": "UNDERGRADUATE THESIS",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_f28f5511122ea7aec81aff22",
    "code": "PSYCH 699",
    "title": "DIRECTED STUDY",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_ceff05b446251735ad7051bf",
    "code": "PSYCH 701",
    "title": "PROSEMINAR IN PERCEPTION, COGNITION, AND COGNITIVE NEUROSCIENCE",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_13f7efa76b60958324c07771",
    "code": "PSYCH 703",
    "title": "PROSEMINAR IN SOCIAL PSYCHOLOGY",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_0c18f22f0ffda9bfcdc5f444",
    "code": "PSYCH 704",
    "title": "PROSEMINAR IN CLINICAL PSYCHOLOGY",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_4a9573441ee9ac0f8f53cab5",
    "code": "PSYCH 706",
    "title": "PROSEMINAR IN DEVELOPMENTAL PSYCHOLOGY",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_4806cbaea011ba08e7d7d3b8",
    "code": "PSYCH 707",
    "title": "PROSEMINAR IN BIOLOGICAL PSYCHOLOGY",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_dc0d54c741aaa056ac030901",
    "code": "PSYCH 709",
    "title": "PROSEMINAR IN DATA SCIENCE IN HUMAN BEHAVIOR",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_d5eb02e4f4bcae9fed26defe",
    "code": "PSYCH 710",
    "title": "DESIGN AND ANALYSIS OF PSYCHOLOGICAL EXPERIMENTS II",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_eec35c6da9963bff5c3cf12e",
    "code": "PSYCH 711",
    "title": "CURRENT TOPICS IN PSYCHOLOGY",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_80f62fc8faa0cf2bfb2784ba",
    "code": "PSYCH 720",
    "title": "ESSENTIALS OF COGNITIVE NEUROSCIENCE",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_ef368025962bb5b62203fc37",
    "code": "PSYCH 728",
    "title": "CLASSIC ISSUES IN SOCIAL PSYCHOLOGY",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_6eed202e151c0bf591c1f553",
    "code": "PSYCH 733",
    "title": "PERCEPTUAL AND COGNITIVE SCIENCES",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_13fb929e8e0613957fc31658",
    "code": "PSYCH 740",
    "title": "CLINICAL I: ASSESSMENT, ETIOLOGY, AND TREATMENT",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_63bbe0af67201d42a98b2789",
    "code": "PSYCH 741",
    "title": "CLINICAL II: ASSESSMENT, ETIOLOGY, AND TREATMENT",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_4c8ace3f8710a94ff1d002be",
    "code": "PSYCH 742",
    "title": "CHILD & DEVELOPMENTAL PSYCHOPATHOLOGY",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_58c7a7e44004192c2da3f9bd",
    "code": "PSYCH 750",
    "title": "PROGRAMMING FOR HUMAN BEHAVIORAL DATA SCIENCE",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_054fb4f0d08ea29f91467540",
    "code": "PSYCH 752",
    "title": "APPLIED MACHINE LEARNING FOR BEHAVIORAL DATA SCIENCE",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_3ff16672106778c5691eb003",
    "code": "PSYCH 755",
    "title": "ENVIRONMENTS AND TOOLS FOR LARGE-SCALE BEHAVIORAL DATA SCIENCE",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_ee0304bd443b8e23900feb79",
    "code": "PSYCH 790",
    "title": "CAPSTONE I",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_4004100af40c0ed5c56b1dbc",
    "code": "PSYCH 791",
    "title": "CAPSTONE II",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_895bb827c902d6a3ad41411e",
    "code": "PSYCH 799",
    "title": "INDEPENDENT READING",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_099eed6aceedf42cf9050fb2",
    "code": "PSYCH 800",
    "title": "COGNITIVE & NEUROPSYCHOLOGICAL ASSESSMENT FOR DIAGNOSIS",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_7b40f15ddc08099b8f9a589e",
    "code": "PSYCH 802",
    "title": "ASSESSMENT OF PSYCHOPATHOLOGY & PERSONALITY",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_0c9444303eef32ed6d2cb2d1",
    "code": "PSYCH 803",
    "title": "ADVANCED TECHNIQUES IN PSYCHOTHERAPY",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_487506e912824d0231afb0ec",
    "code": "PSYCH 805",
    "title": "FIELD WORK IN CLINICAL PSYCHOLOGY",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_a7c35674a3c17a00744f2c78",
    "code": "PSYCH 806",
    "title": "PRINCIPLES OF PSYCHOTHERAPY RESEARCH",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_f8d054878b58d82a5dadcd24",
    "code": "PSYCH 807",
    "title": "INTRODUCTION TO CONDUCTING PSYCHOTHERAPY",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_9ea7f692b3540a15c62ee656",
    "code": "PSYCH 808",
    "title": "CULTURE & DIVERSITY IN CLINICAL PRACTICE",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_f226d86f03f6a2ad5ff239d9",
    "code": "PSYCH 809",
    "title": "ETHICAL AND LEGAL ISSUES IN CLINICAL PRACTICE",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_43412fbb4fb8f6219d626b11",
    "code": "PSYCH 810",
    "title": "CLINICAL SUPERVISION, CONSULTATION, & COMMUNITY PSYCHOLOGY",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_0214111aad3af881a8c9c81e",
    "code": "PSYCH 811",
    "title": "COGNITIVE BEHAVIOR THERAPY",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_372d6406bb0484bbb108d31b",
    "code": "PSYCH 901",
    "title": "MENTORING IN BEHAVIORAL DATA SCIENCE",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_65b23e479152cd2287745803",
    "code": "PSYCH 910",
    "title": "PSYCHOMETRICS",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_5401a8a5cdcd822450bdfda7",
    "code": "PSYCH 918",
    "title": "SEMINAR-GENERAL PSYCHOLOGY",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_c17a0b6200d5aa3c30e304f9",
    "code": "PSYCH 930",
    "title": "SEMINAR-SOCIAL PSYCHOLOGY",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_b941ffc7d8146f573131f496",
    "code": "PSYCH 954",
    "title": "SEMINAR-PHYSIOLOGICAL PSYCHOLOGY",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_8030784bfb6b0216f07eb39c",
    "code": "PSYCH 990",
    "title": "RESEARCH",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_bafe6aa03883a1ec886b472f",
    "code": "PSYCH/SOC 160",
    "title": "HUMAN SEXUALITY: SOCIAL AND PSYCHOLOGICAL ISSUES",
    "subjects": [
      "PSYCH",
      "SOC"
    ]
  },
  {
    "uid": "course_4dbd0593e4ad9ca1aa81403f",
    "code": "PSYCH/SOC 453",
    "title": "HUMAN SEXUALITY",
    "subjects": [
      "PSYCH",
      "SOC"
    ]
  },
  {
    "uid": "course_8b205832acf6a36a438063ae",
    "code": "PSYCH/ZOOLOGY 523",
    "title": "NEUROBIOLOGY",
    "subjects": [
      "PSYCH",
      "ZOOLOGY"
    ]
  },
  {
    "uid": "course_1b76508145789f8fbc49d1fa",
    "code": "STAT 311",
    "title": "INTRODUCTION TO THEORY AND METHODS OF MATHEMATICAL STATISTICS I",
    "subjects": [
      "STAT"
    ]
  },
  {
    "uid": "course_06abb97e9793bf858754daa3",
    "code": "STAT 324",
    "title": "INTRODUCTION TO STATISTICS FOR SCIENCE AND ENGINEERING",
    "subjects": [
      "STAT"
    ]
  },
  {
    "uid": "course_d2d0c15e32bd1631a6074548",
    "code": "STAT 340",
    "title": "DATA SCIENCE MODELING II",
    "subjects": [
      "STAT"
    ]
  },
  {
    "uid": "course_31fb5b7b6bf20ca63e33bd46",
    "code": "STAT 371",
    "title": "INTRODUCTORY APPLIED STATISTICS FOR THE LIFE SCIENCES",
    "subjects": [
      "STAT"
    ]
  }
]
```

### edges

| source                           | target                           |
| -------------------------------- | -------------------------------- |
| course\_cdc7d1a4f1927173156a09fe | course\_1245a2f16ab070911e77a6c1 |
| course\_0e400a4ff2e775b8450b2f0c | course\_1245a2f16ab070911e77a6c1 |
| course\_75474c11dc2b9f0b6f591be5 | course\_0bf7d1fc20304def0233e765 |
| course\_9ea08d141645e8e3a95d2869 | course\_0bf7d1fc20304def0233e765 |
| course\_c6592733bd6855f32188cfa7 | course\_0bf7d1fc20304def0233e765 |
| course\_2a00c702ff402614a950606e | course\_0bf7d1fc20304def0233e765 |
| course\_dcdb624e3fb8cbaf9a557ab9 | course\_0bf7d1fc20304def0233e765 |
| course\_1b76508145789f8fbc49d1fa | course\_0bf7d1fc20304def0233e765 |
| course\_06abb97e9793bf858754daa3 | course\_0bf7d1fc20304def0233e765 |
| course\_31fb5b7b6bf20ca63e33bd46 | course\_0bf7d1fc20304def0233e765 |
| course\_5d5f3a3f185baf9eaaa98221 | course\_0bf7d1fc20304def0233e765 |
| course\_e0a93fa3466c39b6802e52a7 | course\_0bf7d1fc20304def0233e765 |
| course\_2b59ae9c5e9641dfdbd15861 | course\_0bf7d1fc20304def0233e765 |
| course\_dd2827718d9254cf91326619 | course\_0bf7d1fc20304def0233e765 |
| course\_0bf7d1fc20304def0233e765 | course\_291a40249da8efa7a3c96733 |
| course\_0bf7d1fc20304def0233e765 | course\_6f13e98ae68bbc257936b9c2 |
| course\_ff40b1cbd1c6cc939f162555 | course\_9853318d8636388bd1c23dc7 |
| course\_8c99a612c2020145d67e29b1 | course\_0701c133f983a0d9aed53243 |
| course\_4722ef6b23bfedc23131f60d | course\_0701c133f983a0d9aed53243 |
| course\_c6cb82c0dae5185c7cec8d65 | course\_382107811e73e2662290626d |
| course\_c6cb82c0dae5185c7cec8d65 | course\_2b59ae9c5e9641dfdbd15861 |
| course\_c6cb82c0dae5185c7cec8d65 | course\_1177b5ab16c01f6a0eef7a2b |
| course\_2b59ae9c5e9641dfdbd15861 | course\_1177b5ab16c01f6a0eef7a2b |
| course\_06abb97e9793bf858754daa3 | course\_1177b5ab16c01f6a0eef7a2b |
| course\_d2d0c15e32bd1631a6074548 | course\_1177b5ab16c01f6a0eef7a2b |
| course\_31fb5b7b6bf20ca63e33bd46 | course\_1177b5ab16c01f6a0eef7a2b |
| course\_c6cb82c0dae5185c7cec8d65 | course\_15ee6ce38efe5ef07c9e910f |
| course\_1177b5ab16c01f6a0eef7a2b | course\_3713b88d5df1c7c6aed6f665 |
| course\_c6cb82c0dae5185c7cec8d65 | course\_526f18ca6acb94527ee8f083 |
| course\_c6cb82c0dae5185c7cec8d65 | course\_d7ab287023ed108e85984abd |
| course\_c6cb82c0dae5185c7cec8d65 | course\_6b41ff6cade517e9160c3464 |
| course\_c6cb82c0dae5185c7cec8d65 | course\_5c158f91c031d14bdbb23847 |
| course\_8c99a612c2020145d67e29b1 | course\_5c158f91c031d14bdbb23847 |
| course\_7eacc7c47aaa88034087e337 | course\_5c158f91c031d14bdbb23847 |
| course\_4722ef6b23bfedc23131f60d | course\_5c158f91c031d14bdbb23847 |
| course\_52a1055a4196c042b145bf49 | course\_5c158f91c031d14bdbb23847 |
| course\_ae7006d9c9d1828e4b1577b8 | course\_5c158f91c031d14bdbb23847 |
| course\_c6cb82c0dae5185c7cec8d65 | course\_42d43988349abb6aa4cec6d4 |
| course\_8c99a612c2020145d67e29b1 | course\_42d43988349abb6aa4cec6d4 |
| course\_7eacc7c47aaa88034087e337 | course\_42d43988349abb6aa4cec6d4 |
| course\_4722ef6b23bfedc23131f60d | course\_42d43988349abb6aa4cec6d4 |
| course\_52a1055a4196c042b145bf49 | course\_42d43988349abb6aa4cec6d4 |
| course\_ae7006d9c9d1828e4b1577b8 | course\_42d43988349abb6aa4cec6d4 |
| course\_c6cb82c0dae5185c7cec8d65 | course\_a0504fc493818de15f7bb393 |
| course\_8c99a612c2020145d67e29b1 | course\_a0504fc493818de15f7bb393 |
| course\_7eacc7c47aaa88034087e337 | course\_a0504fc493818de15f7bb393 |
| course\_4722ef6b23bfedc23131f60d | course\_a0504fc493818de15f7bb393 |
| course\_52a1055a4196c042b145bf49 | course\_a0504fc493818de15f7bb393 |
| course\_ae7006d9c9d1828e4b1577b8 | course\_a0504fc493818de15f7bb393 |
| course\_c6cb82c0dae5185c7cec8d65 | course\_4c50b8fe09ffc7f5e07a23e8 |
| course\_8c99a612c2020145d67e29b1 | course\_4c50b8fe09ffc7f5e07a23e8 |
| course\_4722ef6b23bfedc23131f60d | course\_4c50b8fe09ffc7f5e07a23e8 |
| course\_52a1055a4196c042b145bf49 | course\_4c50b8fe09ffc7f5e07a23e8 |
| course\_ae7006d9c9d1828e4b1577b8 | course\_4c50b8fe09ffc7f5e07a23e8 |
| course\_c6cb82c0dae5185c7cec8d65 | course\_0593d58e1f8ad103506a6dfe |
| course\_8c99a612c2020145d67e29b1 | course\_0593d58e1f8ad103506a6dfe |
| course\_7eacc7c47aaa88034087e337 | course\_0593d58e1f8ad103506a6dfe |
| course\_4722ef6b23bfedc23131f60d | course\_0593d58e1f8ad103506a6dfe |
| course\_52a1055a4196c042b145bf49 | course\_0593d58e1f8ad103506a6dfe |
| course\_ae7006d9c9d1828e4b1577b8 | course\_0593d58e1f8ad103506a6dfe |
| course\_c6cb82c0dae5185c7cec8d65 | course\_ac8b1c27fdbde1a0c941dbaf |
| course\_c6cb82c0dae5185c7cec8d65 | course\_a899f2064c95f886680fa00c |
| course\_c6cb82c0dae5185c7cec8d65 | course\_72cf42117e9af4a68de0e39d |
| course\_c6cb82c0dae5185c7cec8d65 | course\_b73d5f7f06f7196e77e84c31 |
| course\_c6cb82c0dae5185c7cec8d65 | course\_a6d56896c154e639fa25048c |
| course\_5c158f91c031d14bdbb23847 | course\_f18d7471c47bfcfa3cd6aedb |
| course\_42d43988349abb6aa4cec6d4 | course\_f18d7471c47bfcfa3cd6aedb |
| course\_a899f2064c95f886680fa00c | course\_f18d7471c47bfcfa3cd6aedb |
| course\_72cf42117e9af4a68de0e39d | course\_f18d7471c47bfcfa3cd6aedb |
| course\_b73d5f7f06f7196e77e84c31 | course\_f18d7471c47bfcfa3cd6aedb |
| course\_d7ab287023ed108e85984abd | course\_3324d21c181e7d4d2e36ba79 |
| course\_42d43988349abb6aa4cec6d4 | course\_3324d21c181e7d4d2e36ba79 |
| course\_a0504fc493818de15f7bb393 | course\_3324d21c181e7d4d2e36ba79 |
| course\_4c50b8fe09ffc7f5e07a23e8 | course\_3324d21c181e7d4d2e36ba79 |
| course\_ac8b1c27fdbde1a0c941dbaf | course\_3324d21c181e7d4d2e36ba79 |
| course\_a899f2064c95f886680fa00c | course\_3324d21c181e7d4d2e36ba79 |
| course\_72cf42117e9af4a68de0e39d | course\_3324d21c181e7d4d2e36ba79 |
| course\_b73d5f7f06f7196e77e84c31 | course\_3324d21c181e7d4d2e36ba79 |
| course\_c6cb82c0dae5185c7cec8d65 | course\_c88d1c382acde7401ca0fe3d |
| course\_8c99a612c2020145d67e29b1 | course\_c88d1c382acde7401ca0fe3d |
| course\_7eacc7c47aaa88034087e337 | course\_c88d1c382acde7401ca0fe3d |
| course\_4722ef6b23bfedc23131f60d | course\_c88d1c382acde7401ca0fe3d |
| course\_52a1055a4196c042b145bf49 | course\_c88d1c382acde7401ca0fe3d |
| course\_ae7006d9c9d1828e4b1577b8 | course\_c88d1c382acde7401ca0fe3d |
| course\_6b41ff6cade517e9160c3464 | course\_dacf0eb4a16cdf2ebb768692 |
| course\_d7ab287023ed108e85984abd | course\_b987800ac125793f875f40b3 |
| course\_ac8b1c27fdbde1a0c941dbaf | course\_b987800ac125793f875f40b3 |
| course\_a899f2064c95f886680fa00c | course\_b987800ac125793f875f40b3 |
| course\_72cf42117e9af4a68de0e39d | course\_b987800ac125793f875f40b3 |
| course\_b73d5f7f06f7196e77e84c31 | course\_b987800ac125793f875f40b3 |
| course\_4dbd0593e4ad9ca1aa81403f | course\_b987800ac125793f875f40b3 |
| course\_1245a2f16ab070911e77a6c1 | course\_b987800ac125793f875f40b3 |
| course\_6b41ff6cade517e9160c3464 | course\_fc96e47deec8b1853edd8055 |
| course\_a899f2064c95f886680fa00c | course\_fc96e47deec8b1853edd8055 |
| course\_72cf42117e9af4a68de0e39d | course\_fc96e47deec8b1853edd8055 |
| course\_5c158f91c031d14bdbb23847 | course\_f19a5353bd9546e002b5f73e |
| course\_42d43988349abb6aa4cec6d4 | course\_f19a5353bd9546e002b5f73e |
| course\_a0504fc493818de15f7bb393 | course\_f19a5353bd9546e002b5f73e |
| course\_4c50b8fe09ffc7f5e07a23e8 | course\_f19a5353bd9546e002b5f73e |
| course\_0593d58e1f8ad103506a6dfe | course\_f19a5353bd9546e002b5f73e |
| course\_8b205832acf6a36a438063ae | course\_f19a5353bd9546e002b5f73e |
| course\_5c158f91c031d14bdbb23847 | course\_f051a3d4704f67d8bedd7b32 |
| course\_42d43988349abb6aa4cec6d4 | course\_f051a3d4704f67d8bedd7b32 |
| course\_a0504fc493818de15f7bb393 | course\_f051a3d4704f67d8bedd7b32 |
| course\_4c50b8fe09ffc7f5e07a23e8 | course\_f051a3d4704f67d8bedd7b32 |
| course\_0593d58e1f8ad103506a6dfe | course\_f051a3d4704f67d8bedd7b32 |
| course\_a899f2064c95f886680fa00c | course\_f051a3d4704f67d8bedd7b32 |
| course\_72cf42117e9af4a68de0e39d | course\_f051a3d4704f67d8bedd7b32 |
| course\_b73d5f7f06f7196e77e84c31 | course\_f051a3d4704f67d8bedd7b32 |
| course\_526f18ca6acb94527ee8f083 | course\_f4bee73bb22fcf1ff1ba3468 |
| course\_d7ab287023ed108e85984abd | course\_f4bee73bb22fcf1ff1ba3468 |
| course\_6b41ff6cade517e9160c3464 | course\_f4bee73bb22fcf1ff1ba3468 |
| course\_ac8b1c27fdbde1a0c941dbaf | course\_f4bee73bb22fcf1ff1ba3468 |
| course\_d7ab287023ed108e85984abd | course\_bd0f970b4ef3268a3019f1f2 |
| course\_5c158f91c031d14bdbb23847 | course\_bd0f970b4ef3268a3019f1f2 |
| course\_42d43988349abb6aa4cec6d4 | course\_bd0f970b4ef3268a3019f1f2 |
| course\_ac8b1c27fdbde1a0c941dbaf | course\_bd0f970b4ef3268a3019f1f2 |
| course\_526f18ca6acb94527ee8f083 | course\_2620967f0c6995041a760c37 |
| course\_d7ab287023ed108e85984abd | course\_2620967f0c6995041a760c37 |
| course\_6b41ff6cade517e9160c3464 | course\_2620967f0c6995041a760c37 |
| course\_5c158f91c031d14bdbb23847 | course\_2620967f0c6995041a760c37 |
| course\_42d43988349abb6aa4cec6d4 | course\_2620967f0c6995041a760c37 |
| course\_a0504fc493818de15f7bb393 | course\_2620967f0c6995041a760c37 |
| course\_4c50b8fe09ffc7f5e07a23e8 | course\_2620967f0c6995041a760c37 |
| course\_0593d58e1f8ad103506a6dfe | course\_2620967f0c6995041a760c37 |
| course\_ac8b1c27fdbde1a0c941dbaf | course\_2620967f0c6995041a760c37 |
| course\_a899f2064c95f886680fa00c | course\_2620967f0c6995041a760c37 |
| course\_72cf42117e9af4a68de0e39d | course\_2620967f0c6995041a760c37 |
| course\_b73d5f7f06f7196e77e84c31 | course\_2620967f0c6995041a760c37 |
| course\_4dbd0593e4ad9ca1aa81403f | course\_2620967f0c6995041a760c37 |
| course\_1245a2f16ab070911e77a6c1 | course\_2620967f0c6995041a760c37 |
| course\_8b205832acf6a36a438063ae | course\_2620967f0c6995041a760c37 |
| course\_1177b5ab16c01f6a0eef7a2b | course\_4659324d93459bdfdda706a3 |
| course\_0593d58e1f8ad103506a6dfe | course\_933f1083fa0a93c61a84975e |
| course\_8b205832acf6a36a438063ae | course\_933f1083fa0a93c61a84975e |
| course\_b61b3a2720bc1995e3b37da8 | course\_933f1083fa0a93c61a84975e |
| course\_1177b5ab16c01f6a0eef7a2b | course\_933f1083fa0a93c61a84975e |
| course\_124cc798935d51b85f686dc3 | course\_933f1083fa0a93c61a84975e |
| course\_ab0b263a9e9d35c04bf46fee | course\_933f1083fa0a93c61a84975e |
| course\_1177b5ab16c01f6a0eef7a2b | course\_62b662f1be1da3a473a4f775 |
| course\_0593d58e1f8ad103506a6dfe | course\_9464ca6a02dddd07c82ffc2d |
| course\_8b205832acf6a36a438063ae | course\_9464ca6a02dddd07c82ffc2d |
| course\_b61b3a2720bc1995e3b37da8 | course\_9464ca6a02dddd07c82ffc2d |
| course\_1177b5ab16c01f6a0eef7a2b | course\_9464ca6a02dddd07c82ffc2d |
| course\_124cc798935d51b85f686dc3 | course\_9464ca6a02dddd07c82ffc2d |
| course\_ab0b263a9e9d35c04bf46fee | course\_9464ca6a02dddd07c82ffc2d |
| course\_1177b5ab16c01f6a0eef7a2b | course\_0c5f557eac5fe74224f32e80 |
| course\_526f18ca6acb94527ee8f083 | course\_0c5f557eac5fe74224f32e80 |
| course\_f4bee73bb22fcf1ff1ba3468 | course\_0c5f557eac5fe74224f32e80 |
| course\_77d58c85bd38c319b02d4f1c | course\_33f61fe349d91253df20f14b |
| course\_06709394a3289f7b66928134 | course\_33f61fe349d91253df20f14b |
| course\_03208f43cc16707621f17c5a | course\_33f61fe349d91253df20f14b |
| course\_fa1565cd023f05a39899b356 | course\_33f61fe349d91253df20f14b |
| course\_b96e0e6d354068e3c5886d1e | course\_054fb4f0d08ea29f91467540 |
| course\_58c7a7e44004192c2da3f9bd | course\_3ff16672106778c5691eb003 |
| course\_054fb4f0d08ea29f91467540 | course\_3ff16672106778c5691eb003 |
| course\_ee0304bd443b8e23900feb79 | course\_4004100af40c0ed5c56b1dbc |
| course\_b96e0e6d354068e3c5886d1e | course\_65b23e479152cd2287745803 |
| course\_c6cb82c0dae5185c7cec8d65 | course\_4dbd0593e4ad9ca1aa81403f |
| course\_4722ef6b23bfedc23131f60d | course\_8b205832acf6a36a438063ae |
| course\_8c99a612c2020145d67e29b1 | course\_8b205832acf6a36a438063ae |
| course\_124cc798935d51b85f686dc3 | course\_8b205832acf6a36a438063ae |
| course\_1892a0df3dfd0788ad8a857d | course\_8b205832acf6a36a438063ae |
| course\_f4c1d40f8af1545c1ccf8488 | course\_8b205832acf6a36a438063ae |
| course\_e417e49826c79d82de86997c | course\_8b205832acf6a36a438063ae |
