🕷️ Crawler Inspector

URL Lookup

Direct Parameter Lookup

Raw Queries and Responses

1. Shard Calculation

Query:

Response:

Calculated Shard: 180 (from laksa167)

2. Crawled Status Check

Query:

curl -X POST \
  'http://laksa180.int.ahrefs:8124/' \
  -H 'Content-Type: text/plain' \
  -H 'X-ClickHouse-Database: crawler3' \
  -H 'Authorization: Basic YXBpOg==' \
  -d 'SELECT getAhrefsURLFromUnparsed(src_unparsed) AS found_url, ifNull(toUnixTimestamp(download_stamp), 0) AS crawl_time, ifNull(toUnixTimestamp(props_url_first_seen), 0) AS first_indexed_time, download_http_code AS http_code, src_unparsed AS src_unparsed, src_root_hash AS src_root_hash, history_drop_reason AS history_drop_reason, meta_title AS meta_title, meta_descriptions AS meta_descriptions, attrs_boilerpipe_text AS attrs_boilerpipe_text, attrs_markdown AS attrs_markdown, attrs_readable_markdown AS attrs_readable_markdown, meta_canonical AS meta_canonical FROM crawler3.page_info_local FINAL PREWHERE (src_root_hash, src_unparsed) IN ((getAhrefsRootHashFromUnparsed(getAhrefsUnparsedNoserviceFromURL(\'https://catalog.mit.edu/degree-charts/computer-science-economics-data-science-course-6-14/\')), getAhrefsUnparsedNoserviceFromURL(\'https://catalog.mit.edu/degree-charts/computer-science-economics-data-science-course-6-14/\'))) FORMAT JSONEachRow'

Response:

{"found_url":"https:\/\/catalog.mit.edu\/degree-charts\/computer-science-economics-data-science-course-6-14\/","crawl_time":1775587910,"first_indexed_time":1540624684,"http_code":200,"src_unparsed":"edu,mit!catalog,\/degree-charts\/computer-science-economics-data-science-course-6-14\/ s443","src_root_hash":"10722954425220430980","history_drop_reason":null,"meta_title":"Computer Science, Economics, and Data Science (Course 6-14) | MIT Course Catalog","meta_descriptions":[],"attrs_boilerpipe_text":"Computer Science, Economics and Data Science\nBachelor of Science in Computer Science, Economics, and Data Science\nGeneral Institute Requirements (GIRs)\nThe General Institute Requirements include a Communication Requirement that is integrated into both the HASS Requirement and the requirements of each major; see details below.\nSummary of Subject Requirements\nSubjects\nScience Requirement\n6\nHumanities, Arts, and Social Sciences (HASS) Requirement  [between one and three subjects can be from the Departmental Program]; at least two of these subjects must be designated as communication-intensive (CI-H) to fulfill the Communication Requirement.\n8\nRestricted Electives in Science and Technology (REST) Requirement [can be satisfied by\n6.1200[J]\nand\n18.06\nin the Departmental Program]\n2\nLaboratory Requirement (12 units) [can be satisfied by\n14.32\nin the Departmental Program]\n1\nTotal GIR Subjects Required for SB Degree\n17\nPhysical Education Requirement\nSwimming requirement, plus four physical education courses for eight points.\nDepartmental Program\nChoose at least two subjects in the major that are designated as communication-intensive (CI-M) to fulfill the Communication Requirement.\nRequired Subjects\nUnits\nMathematics\n18.06\nLinear Algebra\n12\nComputation\/Algorithms\nSelect 12-18 units of the following:\n12-18\n6.1000\nIntroduction to Programming and Computer Science\n6.100A\n& \n6.100B\nIntroduction to Computer Science Programming in Python\nand Introduction to Computational Thinking and Data Science\n6.100A\n& \n6.1010\nIntroduction to Computer Science Programming in Python\nand Fundamentals of Programming\n6.1200[J]\nMathematics for Computer Science\n12\n6.1210\nIntroduction to Algorithms\n12\n6.1220[J]\nDesign and Analysis of Algorithms\n12\nEconomics\n14.01\nPrinciples of Microeconomics\n2\n12\n14.32\nEconometric Data Science\n12\nIntroductory Probability and Statistics\nSelect one of the following:\n12\n14.30\nIntroduction to Statistical Methods in Economics\n18.600\nProbability and Random Variables\n6.3700\nIntroduction to Probability\nData Science\n6.3900\nIntroduction to Machine Learning\n12\nProject-based\nSelect one of the following:\n9-12\n6.UAR[J]\nSeminar in Undergraduate Advanced Research (12 units, CI-M)\n6.UAT\nOral Communication (CI-M)\n15.276\nCommunicating with Data (CI-M)\nSelect one of the following:\n12\n14.05\nIntermediate Macroeconomics (CI-M)\n2\n14.18\nMathematical Economic Modeling (CI-M)\n14.33\nResearch and Communication in Economics: Topics, Methods, and Implementation (CI-M)\n14.35\nWhy Markets Fail (CI-M)\nElective Subjects\nSelect one of the following computer science electives:\n12\n6.3260[J]\nNetworks\n6.C571[J]\nOptimization Methods\n15.053\nOptimization Methods in Business Analytics\nSelect three economics electives from the list below, including at least one subject from each group\n36\nUnits in Major\n177-186\nUnrestricted Electives\n48-63\nUnits in Major That Also Satisfy the GIRs\n(48-60)\nTotal Units Beyond the GIRs Required for SB Degree\n180-186\nThe units for any subject that counts as one of the 17 GIR subjects cannot also be counted as units required beyond the GIRs.\n1\nSubject has prerequisites that are outside of the program.\n2\n14.03\nMicroeconomic Theory and Public Policy\nis also an acceptable option.\nEconomics Electives\nSelect three of the following, including at least one subject from each group:\n36\nData Science\n14.20\nIndustrial Organization: Competitive Strategy and Public Policy\n14.27\nEconomics of Digitization\n14.36\nAdvanced Econometrics\n14.38\nInference on Causal and Structural Parameters Using ML and AI\n14.39\nLarge-Scale Decision-Making and Inference\n14.41\nPublic Finance and Public Policy\n14.42\nEnvironmental Policy and Economics\n14.43[J]\nEconomics of Energy, Innovation, and Sustainability\n14.44[J]\nEnergy Economics and Policy\n14.45[J]\nClimate and Energy in the Global Economy\n14.64\nLabor Economics and Public Policy\n14.75\nPolitical Economy and Economic Development\n14.76\nFirms, Markets, Trade and Growth\n15.780\nAnalytics of Operations Management\nTheory\n14.04\nIntermediate Microeconomic Theory\n14.12\nEconomic Applications of Game Theory\n14.13\nPsychology and Economics\n14.15[J]\nNetworks\n14.16\nStrategy and Information\n14.19\nMarket Design\n14.26[J]\nOrganizational Economics\n14.54\nInternational Trade\n1\n1\nSubject has prerequisites that are outside of the program.","attrs_markdown":"- [Skip to Content](https:\/\/catalog.mit.edu\/degree-charts\/computer-science-economics-data-science-course-6-14\/#content)\n- [AZ Index](https:\/\/catalog.mit.edu\/azindex\/)\n- [Bulletin Home](https:\/\/catalog.mit.edu\/)\n- [MIT Home](http:\/\/mit.edu\/)\n\n[A – Z](https:\/\/catalog.mit.edu\/azindex\/)[Calendar](https:\/\/catalog.mit.edu\/academic-calendar\/) [Archive](https:\/\/catalog.mit.edu\/archive\/) [Print](https:\/\/catalog.mit.edu\/degree-charts\/computer-science-economics-data-science-course-6-14\/#print-dialog)\n\n[![MIT Bulletin](https:\/\/catalog.mit.edu\/images\/mit-bulletin-logo-25-26.png)](https:\/\/catalog.mit.edu\/)\n\n[![MIT](https:\/\/catalog.mit.edu\/images\/mit-logo.svg)](http:\/\/web.mit.edu\/)\n\nDegree Charts\n\n- [Home](https:\/\/catalog.mit.edu\/)\\>\n- [Degree Charts](https:\/\/catalog.mit.edu\/degree-charts\/)\\>\n- Computer Science, Economics, and Data Science (SB, Course 6-14)\n\nCatalog Navigation\n\n- [This Is 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10-B)](https:\/\/catalog.mit.edu\/degree-charts\/chemical-biological-engineering-course-10-b\/)\n      - [Chemical Engineering (SB, Course 10-C)](https:\/\/catalog.mit.edu\/degree-charts\/chemical-engineering-course-10-c\/)\n      - [Engineering (SB, Course 10-ENG)](https:\/\/catalog.mit.edu\/degree-charts\/engineering-chemical-engineering-course-10-eng\/)\n    - [Civil and Environmental Engineering](https:\/\/catalog.mit.edu\/schools\/engineering\/civil-environmental-engineering\/)\n      \n      Toggle Civil and Environmental Engineering\n      - [Engineering (SB, Course 1-ENG)](https:\/\/catalog.mit.edu\/degree-charts\/engineering-civil-environmental-engineering-course-1-eng\/)\n      - [Civil and Environmental Engineering (MEng)](https:\/\/catalog.mit.edu\/degree-charts\/master-civil-environmental-engineering-course-1p\/)\n    - [Data, Systems, and Society](https:\/\/catalog.mit.edu\/schools\/engineering\/data-systems-society\/)\n    - [Electrical Engineering and Computer Science](https:\/\/catalog.mit.edu\/schools\/engineering\/electrical-engineering-computer-science\/)\n      \n      Toggle Electrical Engineering and Computer Science\n      - [Computation and Cognition (SB, Course 6-9)](https:\/\/catalog.mit.edu\/degree-charts\/computation-cognition-6-9\/)\n      - [Computer Science and Engineering (SB, Course 6-3)](https:\/\/catalog.mit.edu\/degree-charts\/computer-science-engineering-course-6-3\/)\n      - [Computer Science and Molecular Biology (SB, Course 6-7)](https:\/\/catalog.mit.edu\/degree-charts\/computer-science-molecular-biology-course-6-7\/)\n      - [Electrical Engineering with Computing (Course 6-5)](https:\/\/catalog-dev.mit.edu\/degree-charts\/electrical-engineering-computing-course-6-5\/)\n      - [Urban Science and Planning with Computer Science (SB, Course 11-6)](https:\/\/catalog.mit.edu\/degree-charts\/urban-science-planning-computer-science-11-6\/)\n      - [Electrical Engineering and Computer Science (MEng)](https:\/\/catalog.mit.edu\/degree-charts\/master-electrical-engineering-computer-science-course-6-p\/)\n      - [Computer Science and Molecular Biology (MEng)](https:\/\/catalog.mit.edu\/degree-charts\/master-computer-science-molecular-biology-course-6-7p\/)\n    - [Health Sciences and Technology](https:\/\/catalog.mit.edu\/schools\/engineering\/harvard-mit-health-sciences-technology\/)\n    - [Materials Science and Engineering](https:\/\/catalog.mit.edu\/schools\/engineering\/materials-science-engineering\/)\n      \n      Toggle Materials Science and Engineering\n      - [Archaeology and Materials (SB, Course 3-C)](https:\/\/catalog.mit.edu\/degree-charts\/archaeology-materials-course-3-c\/)\n      - [Materials Science and Engineering (SB, Course 3)](https:\/\/catalog.mit.edu\/degree-charts\/materials-science-engineering-course-3\/)\n      - [Materials Science and Engineering (SB, Course 3-A)](https:\/\/catalog.mit.edu\/degree-charts\/materials-science-engineering-course-3-a\/)\n      - [Materials Science and Engineering (PhD)](https:\/\/catalog.mit.edu\/degree-charts\/phd-materials-science-engineering\/)\n    - [Mechanical Engineering](https:\/\/catalog.mit.edu\/schools\/engineering\/mechanical-engineering\/)\n      \n      Toggle Mechanical Engineering\n      - [Mechanical Engineering (SB, Course 2)](https:\/\/catalog.mit.edu\/degree-charts\/mechanical-engineering-course-2\/)\n      - [Mechanical and Ocean Engineering (SB, Course 2-OE)](https:\/\/catalog.mit.edu\/degree-charts\/mechanical-ocean-engineering-course-2-oe\/)\n      - [Engineering (SB, Course 2-A)](https:\/\/catalog.mit.edu\/degree-charts\/mechanical-engineering-course-2-a\/)\n    - [Nuclear Science and Engineering](https:\/\/catalog.mit.edu\/schools\/engineering\/nuclear-science-engineering\/)\n      \n      Toggle Nuclear Science and Engineering\n      - [Nuclear Science and Engineering (SB, Course 22)](https:\/\/catalog.mit.edu\/degree-charts\/nuclear-science-engineering-course-22\/)\n      - [Engineering (SB, Course 22-ENG)](https:\/\/catalog.mit.edu\/degree-charts\/engineering-nuclear-science-engineering-course-22-eng\/)\n  - [School of Humanities, Arts, and Social Sciences](https:\/\/catalog.mit.edu\/schools\/humanities-arts-social-sciences\/)\n    \n    Toggle School of Humanities, Arts, and Social Sciences\n    - [Anthropology](https:\/\/catalog.mit.edu\/schools\/humanities-arts-social-sciences\/anthropology\/)\n      \n      Toggle Anthropology\n      - [Anthropology (SB, Course 21A)](https:\/\/catalog.mit.edu\/degree-charts\/anthropology-course-21a\/)\n    - [Comparative Media Studies\/Writing](https:\/\/catalog.mit.edu\/schools\/humanities-arts-social-sciences\/comparative-media-studies-writing\/)\n      \n      Toggle Comparative Media Studies\/Writing\n      - [Comparative Media Studies (SB, CMS)](https:\/\/catalog.mit.edu\/degree-charts\/comparative-media-studies-cms\/)\n      - [Writing (SB, Course 21W)](https:\/\/catalog.mit.edu\/degree-charts\/writing-course-21w\/)\n    - [Economics](https:\/\/catalog.mit.edu\/schools\/humanities-arts-social-sciences\/economics\/)\n      \n      Toggle Economics\n      - [Data, Economics, and Design of Policy (MASc)](https:\/\/catalog.mit.edu\/degree-charts\/master-applied-science-data-economics-development-policy\/)\n      - [Economics (SB, Course 14-1)](https:\/\/catalog.mit.edu\/degree-charts\/economics-course-14\/)\n      - [Economics (PhD)](https:\/\/catalog.mit.edu\/degree-charts\/phd-economics\/)\n      - [Mathematical Economics (SB, Course 14-2)](https:\/\/catalog.mit.edu\/degree-charts\/mathematical-economics-course-14-2\/)\n    - [Global Languages](https:\/\/catalog.mit.edu\/schools\/humanities-arts-social-sciences\/global-studies-languages\/)\n      \n      Toggle Global Languages\n      - [Global Studies and Languages (SB, Course 21G)](https:\/\/catalog.mit.edu\/degree-charts\/global-studies-languages-course-21g\/)\n    - [History](https:\/\/catalog.mit.edu\/schools\/humanities-arts-social-sciences\/history\/)\n      \n      Toggle History\n      - [History (SB, Course 21H)](https:\/\/catalog.mit.edu\/degree-charts\/history-course-21h\/)\n    - [Humanities](https:\/\/catalog.mit.edu\/schools\/humanities-arts-social-sciences\/humanities\/)\n    - [Linguistics and Philosophy](https:\/\/catalog.mit.edu\/schools\/humanities-arts-social-sciences\/linguistics-philosophy\/)\n      \n      Toggle Linguistics and Philosophy\n      - [Linguistics and Philosophy (SB, Course 24-2)](https:\/\/catalog.mit.edu\/degree-charts\/linguistics-philosophy-course-24-2\/)\n      - [Philosophy (SB, Course 24-1)](https:\/\/catalog.mit.edu\/degree-charts\/philosophy-course-24-1\/)\n      - [Linguistics (SM)](https:\/\/catalog.mit.edu\/degree-charts\/sm-linguistics\/)\n    - [Literature](https:\/\/catalog.mit.edu\/schools\/humanities-arts-social-sciences\/literature\/)\n      \n      Toggle Literature\n      - [Literature (SB, Course 21L)](https:\/\/catalog.mit.edu\/degree-charts\/literature-course-21l\/)\n    - [Music and Theater Arts](https:\/\/catalog.mit.edu\/schools\/humanities-arts-social-sciences\/music-theater-arts\/)\n      \n      Toggle Music and Theater Arts\n      - [Music (SB, Course 21M)](https:\/\/catalog.mit.edu\/degree-charts\/music-course-21m\/)\n      - [Theater Arts (SB, Course 21T)](https:\/\/catalog.mit.edu\/degree-charts\/theater-arts-course-21t\/)\n    - [Political Science](https:\/\/catalog.mit.edu\/schools\/humanities-arts-social-sciences\/political-science\/)\n      \n      Toggle Political Science\n      - [Political Science (SB, Course 17)](https:\/\/catalog.mit.edu\/degree-charts\/political-science-course-17\/)\n    - [Science, Technology, and Society](https:\/\/catalog.mit.edu\/schools\/humanities-arts-social-sciences\/science-technology-society\/)\n      \n      Toggle Science, Technology, and Society\n      - [Science, Technology, and Society\/Second Major (SB, STS)](https:\/\/catalog.mit.edu\/degree-charts\/science-technology-society-sts\/)\n  - [MIT Sloan School of Management](https:\/\/catalog.mit.edu\/schools\/sloan-management\/)\n    \n    Toggle MIT Sloan School of Management\n    - [Management](https:\/\/catalog.mit.edu\/schools\/sloan-management\/management\/)\n      \n      Toggle Management\n      - [Business Analytics (SB, Course 15-2)](https:\/\/catalog.mit.edu\/degree-charts\/business-analytics-course-15-2\/)\n      - [Finance (SB, Course 15-3)](https:\/\/catalog.mit.edu\/degree-charts\/finance-course-15-3\/)\n      - [Management (SB, Course 15-1)](https:\/\/catalog.mit.edu\/degree-charts\/management-course-15-1\/)\n  - [School of Science](https:\/\/catalog.mit.edu\/schools\/science\/)\n    \n    Toggle School of Science\n    - [Biology](https:\/\/catalog.mit.edu\/schools\/science\/biology\/)\n      \n      Toggle Biology\n      - [Biology (SB, Course 7)](https:\/\/catalog.mit.edu\/degree-charts\/biology-course-7\/)\n      - [Chemistry and Biology (SB, Course 5-7)](https:\/\/catalog.mit.edu\/degree-charts\/chemistry-biology-course-5-7\/)\n      - [Computer Science and Molecular Biology (SB, Course 6-7)](https:\/\/catalog.mit.edu\/degree-charts\/computer-science-molecular-biology-course-6-7\/)\n      - [Computer Science and Molecular Biology (MEng)](https:\/\/catalog.mit.edu\/degree-charts\/master-computer-science-molecular-biology-course-6-7p\/)\n    - [Brain and Cognitive Sciences](https:\/\/catalog.mit.edu\/schools\/science\/brain-cognitive-sciences\/)\n      \n      Toggle Brain and Cognitive Sciences\n      - [Brain and Cognitive Sciences (SB, Course 9)](https:\/\/catalog.mit.edu\/degree-charts\/brain-cognitive-sciences-course-9\/)\n      - [Computation and Cognition (SB, Course 6-9)](https:\/\/catalog.mit.edu\/degree-charts\/computation-cognition-6-9\/)\n    - [Chemistry](https:\/\/catalog.mit.edu\/schools\/science\/chemistry\/)\n      \n      Toggle Chemistry\n      - [Chemistry (SB, Course 5)](https:\/\/catalog.mit.edu\/degree-charts\/chemistry-course-5\/)\n      - [Chemistry and Biology (SB, Course 5-7)](https:\/\/catalog.mit.edu\/degree-charts\/chemistry-biology-course-5-7\/)\n    - [Earth, Atmospheric, and Planetary Sciences](https:\/\/catalog.mit.edu\/schools\/science\/earth-atmospheric-planetary-sciences\/)\n      \n      Toggle Earth, Atmospheric, and Planetary Sciences\n      - [Earth, Atmospheric and Planetary Sciences (SB, Course 12)](https:\/\/catalog.mit.edu\/degree-charts\/earth-atmospheric-planetary-sciences-course-12\/)\n    - [Mathematics](https:\/\/catalog.mit.edu\/schools\/science\/mathematics\/)\n      \n      Toggle Mathematics\n      - [Mathematics (SB, Course 18)](https:\/\/catalog.mit.edu\/degree-charts\/mathematics-course-18\/)\n      - [Mathematics (PhD)](https:\/\/catalog.mit.edu\/degree-charts\/phd-mathematics\/)\n      - [Mathematics with Computer Science (SB, Course 18-C)](https:\/\/catalog.mit.edu\/degree-charts\/mathematics-computer-science-course-18-c\/)\n    - [Physics](https:\/\/catalog.mit.edu\/schools\/science\/physics\/)\n      \n      Toggle Physics\n      - [Physics (SB, Course 8)](https:\/\/catalog.mit.edu\/degree-charts\/physics-course-8\/)\n  - [MIT Schwarzman College of Computing](https:\/\/catalog.mit.edu\/schools\/mit-schwarzman-college-computing\/)\n    \n    Toggle MIT Schwarzman College of Computing\n    - [Electrical Engineering and Computer Science](https:\/\/catalog.mit.edu\/schools\/mit-schwarzman-college-computing\/electrical-engineering-computer-science\/)\n    - [Data, Systems, and Society](https:\/\/catalog.mit.edu\/schools\/mit-schwarzman-college-computing\/data-systems-society\/)\n- [Interdisciplinary Programs](https:\/\/catalog.mit.edu\/interdisciplinary\/)\n  \n  Toggle Interdisciplinary Programs\n  - [Undergraduate Programs](https:\/\/catalog.mit.edu\/interdisciplinary\/undergraduate-programs\/)\n    \n    Toggle Undergraduate Programs\n    - [Degrees](https:\/\/catalog.mit.edu\/interdisciplinary\/undergraduate-programs\/degrees\/)\n      \n      Toggle Degrees\n      - [Chemistry and Biology](https:\/\/catalog.mit.edu\/interdisciplinary\/undergraduate-programs\/degrees\/chemistry-biology\/)\n      - [Climate System Science and Engineering](https:\/\/catalog.mit.edu\/interdisciplinary\/undergraduate-programs\/degrees\/climate-system-science-engineering\/)\n      - [Computation and Cognition](https:\/\/catalog.mit.edu\/interdisciplinary\/undergraduate-programs\/degrees\/computation-cognition\/)\n      - [Computer Science and Molecular Biology](https:\/\/catalog.mit.edu\/interdisciplinary\/undergraduate-programs\/degrees\/computer-science-molecular-biology\/)\n      - [Computer Science, Economics, and Data Science](https:\/\/catalog.mit.edu\/interdisciplinary\/undergraduate-programs\/degrees\/computer-science-economics-data-science\/)\n      - [Humanities](https:\/\/catalog.mit.edu\/interdisciplinary\/undergraduate-programs\/degrees\/humanities\/)\n      - [Humanities and Engineering](https:\/\/catalog.mit.edu\/interdisciplinary\/undergraduate-programs\/degrees\/humanities-engineering\/)\n      - [Humanities and Science](https:\/\/catalog.mit.edu\/interdisciplinary\/undergraduate-programs\/degrees\/humanities-science\/)\n      - [Urban Science and Planning with Computer Science](https:\/\/catalog.mit.edu\/interdisciplinary\/undergraduate-programs\/degrees\/urban-science-planning-computer-science\/)\n    - [Minors](https:\/\/catalog.mit.edu\/interdisciplinary\/undergraduate-programs\/minors\/)\n      \n      Toggle Minors\n      - [African and African Diaspora Studies](https:\/\/catalog.mit.edu\/interdisciplinary\/undergraduate-programs\/minors\/minor-african-studies\/)\n      - [American Studies](https:\/\/catalog.mit.edu\/interdisciplinary\/undergraduate-programs\/minors\/minor-american-studies\/)\n      - [Ancient and Medieval Studies](https:\/\/catalog.mit.edu\/interdisciplinary\/undergraduate-programs\/minors\/ancient-medieval-studies\/)\n      - [Applied International Studies](https:\/\/catalog.mit.edu\/interdisciplinary\/undergraduate-programs\/minors\/applied-international-studies\/)\n      - [Asian and Asian Diaspora Studies](https:\/\/catalog.mit.edu\/interdisciplinary\/undergraduate-programs\/minors\/asian-studies\/)\n      - [Astronomy](https:\/\/catalog.mit.edu\/interdisciplinary\/undergraduate-programs\/minors\/astronomy\/)\n      - [Biomedical Engineering](https:\/\/catalog.mit.edu\/interdisciplinary\/undergraduate-programs\/minors\/biomedical-engineering\/)\n      - [Energy Studies](https:\/\/catalog.mit.edu\/interdisciplinary\/undergraduate-programs\/minors\/energy-studies\/)\n      - [Entrepreneurship and Innovation](https:\/\/catalog.mit.edu\/interdisciplinary\/undergraduate-programs\/minors\/entrepreneurship-innovation\/)\n      - [Environment and Sustainability](https:\/\/catalog.mit.edu\/interdisciplinary\/undergraduate-programs\/minors\/environment-sustainability\/)\n      - [Latin American and Latino\/a Studies](https:\/\/catalog.mit.edu\/interdisciplinary\/undergraduate-programs\/minors\/latin-american-latino-studies\/)\n      - [Middle Eastern Studies](https:\/\/catalog.mit.edu\/interdisciplinary\/undergraduate-programs\/minors\/middle-eastern-studies\/)\n      - [Polymers and Soft Matter](https:\/\/catalog.mit.edu\/interdisciplinary\/undergraduate-programs\/minors\/polymers-soft-matter\/)\n      - [Public Policy](https:\/\/catalog.mit.edu\/interdisciplinary\/undergraduate-programs\/minors\/public-policy\/)\n      - [Russian and Eurasian Studies](https:\/\/catalog.mit.edu\/interdisciplinary\/undergraduate-programs\/minors\/russian-eurasian-studies\/)\n      - [Statistics and Data Science](https:\/\/catalog.mit.edu\/interdisciplinary\/undergraduate-programs\/minors\/statistics-data-science\/)\n      - [Women's and Gender Studies](https:\/\/catalog.mit.edu\/interdisciplinary\/undergraduate-programs\/minors\/womens-gender-studies\/)\n  - [Graduate Programs](https:\/\/catalog.mit.edu\/interdisciplinary\/graduate-programs\/)\n    \n    Toggle Graduate Programs\n    - [Advanced Urbanism](https:\/\/catalog.mit.edu\/interdisciplinary\/graduate-programs\/advanced-urbanism\/)\n    - [Computation and Cognition](https:\/\/catalog.mit.edu\/interdisciplinary\/graduate-programs\/computation-cognition\/)\n    - [Computational and Systems Biology](https:\/\/catalog.mit.edu\/interdisciplinary\/graduate-programs\/computational-systems-biology\/)\n    - [Computational Science and Engineering](https:\/\/catalog.mit.edu\/interdisciplinary\/graduate-programs\/computational-science-engineering\/)\n    - [Computer Science and Molecular Biology](https:\/\/catalog.mit.edu\/interdisciplinary\/graduate-programs\/computer-science-molecular-biology\/)\n    - [Computer Science, Economics, and Data Science](https:\/\/catalog.mit.edu\/interdisciplinary\/graduate-programs\/computer-science-economics-data-science\/)\n    - [Health Sciences and Technology](https:\/\/catalog.mit.edu\/interdisciplinary\/graduate-programs\/harvard-mit-health-sciences-technology\/)\n    - [Joint Program with Woods Hole Oceanographic Institution](https:\/\/catalog.mit.edu\/interdisciplinary\/graduate-programs\/joint-program-woods-hole-oceanographic-institution\/)\n    - [Leaders for Global Operations](https:\/\/catalog.mit.edu\/interdisciplinary\/graduate-programs\/leaders-global-operations\/)\n    - [Microbiology](https:\/\/catalog.mit.edu\/interdisciplinary\/graduate-programs\/microbiology\/)\n    - [Music Technology and Computation](https:\/\/catalog.mit.edu\/interdisciplinary\/graduate-programs\/music-technology-computation\/)\n    - [Operations Research](https:\/\/catalog.mit.edu\/interdisciplinary\/graduate-programs\/operations-research\/)\n    - [Polymers and Soft Matter](https:\/\/catalog.mit.edu\/interdisciplinary\/graduate-programs\/polymers-soft-matter\/)\n    - [Real Estate Development](https:\/\/catalog.mit.edu\/interdisciplinary\/graduate-programs\/real-estate-development\/)\n    - [Social and Engineering Systems](https:\/\/catalog.mit.edu\/interdisciplinary\/graduate-programs\/social-engineering-systems\/)\n    - [Statistics](https:\/\/catalog.mit.edu\/interdisciplinary\/graduate-programs\/phd-statistics\/)\n    - [Supply Chain Management](https:\/\/catalog.mit.edu\/interdisciplinary\/graduate-programs\/supply-chain-management\/)\n    - [System Design and Management](https:\/\/catalog.mit.edu\/interdisciplinary\/graduate-programs\/system-design-management\/)\n    - [Technology and Policy](https:\/\/catalog.mit.edu\/interdisciplinary\/graduate-programs\/technology-policy\/)\n    - [Transportation](https:\/\/catalog.mit.edu\/interdisciplinary\/graduate-programs\/transportation\/)\n- [Degree Charts](https:\/\/catalog.mit.edu\/degree-charts\/)\n  \n  Toggle Degree Charts\n  - School of Architecture and Planning\n  - [Architecture (SB, Course 4)](https:\/\/catalog.mit.edu\/degree-charts\/architecture-course-4\/)\n  - [Architecture (MArch)](https:\/\/catalog.mit.edu\/degree-charts\/master-architecture\/)\n  - [Architecture Studies (SM)](https:\/\/catalog.mit.edu\/degree-charts\/master-architecture-studies\/)\n  - [Art and Design (SB, Course 4-B)](https:\/\/catalog.mit.edu\/degree-charts\/architecture-course-4-b\/)\n  - [Art, Culture, and Technology (SM)](https:\/\/catalog.mit.edu\/degree-charts\/master-art-culture-technology\/)\n  - [City Planning (SM)](https:\/\/catalog.mit.edu\/degree-charts\/master-city-planning\/)\n  - [Planning (SB, Course 11)](https:\/\/catalog.mit.edu\/degree-charts\/planning-course-11\/)\n  - School of Engineering\n  - [Aeronautics and Astronautics Fields (PhD)](https:\/\/catalog.mit.edu\/degree-charts\/phd-aeronautics-astronautics\/)\n  - [Aerospace Engineering (SB, Course 16)](https:\/\/catalog.mit.edu\/degree-charts\/aerospace-engineering-course-16\/)\n  - [Archaeology and Materials (SB, Course 3-C)](https:\/\/catalog.mit.edu\/degree-charts\/archaeology-materials-course-3-c\/)\n  - [Artificial Intelligence and Decision Making (SB, Course 6-4)](https:\/\/catalog.mit.edu\/degree-charts\/artifical-intelligence-decision-making-course-6-4\/)\n  - [Biological Engineering (SB, Course 20)](https:\/\/catalog.mit.edu\/degree-charts\/biological-engineering-course-20\/)\n  - [Biological Engineering (PhD)](https:\/\/catalog.mit.edu\/degree-charts\/phd-biological-engineering\/)\n  - [Civil and Environmental Engineering (SM)](https:\/\/catalog.mit.edu\/degree-charts\/master-civil-environmental-engineering\/)\n  - [Civil and Environmental Engineering (PhD)](https:\/\/catalog.mit.edu\/degree-charts\/phd-civil-environmental-engineering\/)\n  - [Chemical-Biological Engineering (SB, Course 10-B)](https:\/\/catalog.mit.edu\/degree-charts\/chemical-biological-engineering-course-10-b\/)\n  - [Chemical Engineering (SB, Course 10)](https:\/\/catalog.mit.edu\/degree-charts\/chemical-engineering-course-10\/)\n  - [Chemical Engineering (SB, Course 10-C)](https:\/\/catalog.mit.edu\/degree-charts\/chemical-engineering-course-10-c\/)\n  - [Computer Science and Engineering (SB, Course 6-3)](https:\/\/catalog.mit.edu\/degree-charts\/computer-science-engineering-course-6-3\/)\n  - [Electrical Engineering and Computer Science (MEng)](https:\/\/catalog.mit.edu\/degree-charts\/master-electrical-engineering-computer-science-course-6-p\/)\n  - [Electrical Engineering with Computing (SB, Course 6-5)](https:\/\/catalog.mit.edu\/degree-charts\/electrical-engineering-computing-course-6-5\/)\n  - [Engineering (SB, Course 1-ENG)](https:\/\/catalog.mit.edu\/degree-charts\/engineering-civil-environmental-engineering-course-1-eng\/)\n  - [Engineering (SB, Course 2-A)](https:\/\/catalog.mit.edu\/degree-charts\/mechanical-engineering-course-2-a\/)\n  - [Engineering (SB, Course 10-ENG)](https:\/\/catalog.mit.edu\/degree-charts\/engineering-chemical-engineering-course-10-eng\/)\n  - [Engineering (SB, Course 16-ENG)](https:\/\/catalog.mit.edu\/degree-charts\/engineering-aeronautics-astronautics-course-16-eng\/)\n  - [Engineering (SB, Course 22-ENG)](https:\/\/catalog.mit.edu\/degree-charts\/engineering-nuclear-science-engineering-course-22-eng\/)\n  - [Materials Science and Engineering (SB, Course 3)](https:\/\/catalog.mit.edu\/degree-charts\/materials-science-engineering-course-3\/)\n  - [Materials Science and Engineering (SB, Course 3-A)](https:\/\/catalog.mit.edu\/degree-charts\/materials-science-engineering-course-3-a\/)\n  - [Materials Science and Engineering (PhD)](https:\/\/catalog.mit.edu\/degree-charts\/phd-materials-science-engineering\/)\n  - [Mechanical and Ocean Engineering (SB, Course 2-OE)](https:\/\/catalog.mit.edu\/degree-charts\/mechanical-ocean-engineering-course-2-oe\/)\n  - [Mechanical Engineering (SB, Course 2)](https:\/\/catalog.mit.edu\/degree-charts\/mechanical-engineering-course-2\/)\n  - [Nuclear Science and Engineering (SB, Course 22)](https:\/\/catalog.mit.edu\/degree-charts\/nuclear-science-engineering-course-22\/)\n  - [Nuclear Science and Engineering (PhD)](https:\/\/catalog.mit.edu\/degree-charts\/phd-nuclear-science-engineering\/)\n  - [Social and Engineering Systems (PhD)](https:\/\/catalog.mit.edu\/degree-charts\/phd-social-engineering-systems\/)\n  - School of Humanities, Arts, and Social Sciences\n  - [Anthropology (SB, Course 21A)](https:\/\/catalog.mit.edu\/degree-charts\/anthropology-course-21a\/)\n  - [Comparative Media Studies (SB, CMS)](https:\/\/catalog.mit.edu\/degree-charts\/comparative-media-studies-cms\/)\n  - [Data, Economics, and Design of Policy (MASc)](https:\/\/catalog.mit.edu\/degree-charts\/master-applied-science-data-economics-development-policy\/)\n  - [Economics (SB, Course 14-1)](https:\/\/catalog.mit.edu\/degree-charts\/economics-course-14\/)\n  - [Economics (PhD)](https:\/\/catalog.mit.edu\/degree-charts\/phd-economics\/)\n  - [Global Studies and Languages (SB, Course 21G)](https:\/\/catalog.mit.edu\/degree-charts\/global-studies-languages-course-21g\/)\n  - [History (SB, Course 21H)](https:\/\/catalog.mit.edu\/degree-charts\/history-course-21h\/)\n  - [Humanities (SB, Course 21)](https:\/\/catalog.mit.edu\/degree-charts\/humanities-course-21\/)\n  - [Humanities and Engineering (SB, Course 21E)](https:\/\/catalog.mit.edu\/degree-charts\/humanities-engineering-course-21e\/)\n  - [Humanities and Science (SB, Course 21S)](https:\/\/catalog.mit.edu\/degree-charts\/humanities-science-course-21s\/)\n  - [Linguistics (SM)](https:\/\/catalog.mit.edu\/degree-charts\/sm-linguistics\/)\n  - [Linguistics and Philosophy (SB, Course 24-2)](https:\/\/catalog.mit.edu\/degree-charts\/linguistics-philosophy-course-24-2\/)\n  - [Literature (SB, Course 21L)](https:\/\/catalog.mit.edu\/degree-charts\/literature-course-21l\/)\n  - [Mathematical Economics (SB, Course 14-2)](https:\/\/catalog.mit.edu\/degree-charts\/mathematical-economics-course-14-2\/)\n  - [Music (SB, Course 21M)](https:\/\/catalog.mit.edu\/degree-charts\/music-course-21m\/)\n  - [Philosophy (SB, Course 24-1)](https:\/\/catalog.mit.edu\/degree-charts\/philosophy-course-24-1\/)\n  - [Political Science (SB, Course 17)](https:\/\/catalog.mit.edu\/degree-charts\/political-science-course-17\/)\n  - [Science, Technology, and Society\/Second Major (SB, STS)](https:\/\/catalog.mit.edu\/degree-charts\/science-technology-society-sts\/)\n  - [Science Writing (SM)](https:\/\/catalog.mit.edu\/degree-charts\/master-science-writing\/)\n  - [Theater Arts (SB, Course 21T)](https:\/\/catalog.mit.edu\/degree-charts\/theater-arts-course-21t\/)\n  - [Writing (SB, Course 21W)](https:\/\/catalog.mit.edu\/degree-charts\/writing-course-21w\/)\n  - Sloan School of Management\n  - [Business Analytics (SB, Course 15-2)](https:\/\/catalog.mit.edu\/degree-charts\/business-analytics-course-15-2\/)\n  - [Finance (SB, Course 15-3)](https:\/\/catalog.mit.edu\/degree-charts\/finance-course-15-3\/)\n  - [Management (SB, Course 15-1)](https:\/\/catalog.mit.edu\/degree-charts\/management-course-15-1\/)\n  - School of Science\n  - [Biology (SB, Course 7)](https:\/\/catalog.mit.edu\/degree-charts\/biology-course-7\/)\n  - [Brain and Cognitive Sciences (SB, Course 9)](https:\/\/catalog.mit.edu\/degree-charts\/brain-cognitive-sciences-course-9\/)\n  - [Brain and Cognitive Sciences (PhD)](https:\/\/catalog.mit.edu\/degree-charts\/phd-brain-cognitive-sciences\/)\n  - [Chemistry (SB, Course 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[Computation and Cognition (MEng)](https:\/\/catalog.mit.edu\/degree-charts\/master-computation-cognition-course-6-9p\/)\n  - [Computational and Systems Biology (PhD)](https:\/\/catalog.mit.edu\/degree-charts\/phd-computational-systems-biology\/)\n  - [Computational Science and Engineering (SM)](https:\/\/catalog.mit.edu\/degree-charts\/master-computational-science-engineering\/)\n  - [Computational Science and Engineering (PhD)](https:\/\/catalog.mit.edu\/degree-charts\/phd-computational-science-engineering\/)\n  - [Computer Science and Molecular Biology (MEng)](https:\/\/catalog.mit.edu\/degree-charts\/master-computer-science-molecular-biology-course-6-7p\/)\n  - [Computer Science, Economics, and Data Science (MEng)](https:\/\/catalog.mit.edu\/degree-charts\/master-computer-science-economics-data-science-course-6-14-p\/)\n  - [Engineering and Management (SM)](https:\/\/catalog.mit.edu\/degree-charts\/sm-system-design-management\/)\n  - [Leaders for Global Operations (MBA\/SM and SM)](https:\/\/catalog.mit.edu\/degree-charts\/mba-sm-leaders-global-operations\/)\n  - [Microbiology (PhD)](https:\/\/catalog.mit.edu\/degree-charts\/phd-microbiology\/)\n  - [Music Technology and Computation (SM and MASc)](https:\/\/catalog.mit.edu\/degree-charts\/master-music-technology-computation\/)\n  - [Physical Oceanography (PhD\/ScD)](https:\/\/catalog.mit.edu\/degree-charts\/phd-physical-oceanography\/)\n  - [Real Estate Development (SM)](https:\/\/catalog.mit.edu\/degree-charts\/master-real-estate-development\/)\n  - [Statistics (PhD)](https:\/\/catalog.mit.edu\/degree-charts\/interdisciplinary-doctoral-statistics\/)\n  - [Supply Chain Management (MEng and MASc)](https:\/\/catalog.mit.edu\/degree-charts\/master-supply-chain-management\/)\n  - [Technology and Policy (SM)](https:\/\/catalog.mit.edu\/degree-charts\/master-technology-policy\/)\n  - [Transportation (SM)](https:\/\/catalog.mit.edu\/degree-charts\/master-transportation\/)\n  - [Transportation (PhD)](https:\/\/catalog.mit.edu\/degree-charts\/phd-transportation\/)\n- [Subjects](https:\/\/catalog.mit.edu\/subjects\/)\n  \n  Toggle Subjects\n  - [Aeronautics and Astronautics (Course 16)](https:\/\/catalog.mit.edu\/subjects\/16\/)\n  - [Aerospace Studies (AS)](https:\/\/catalog.mit.edu\/subjects\/as\/)\n  - [Anthropology (Course 21A)](https:\/\/catalog.mit.edu\/subjects\/21a\/)\n  - [Architecture (Course 4)](https:\/\/catalog.mit.edu\/subjects\/4\/)\n  - [Biological Engineering (Course 20)](https:\/\/catalog.mit.edu\/subjects\/20\/)\n  - [Biology (Course 7)](https:\/\/catalog.mit.edu\/subjects\/7\/)\n  - [Brain and Cognitive Sciences (Course 9)](https:\/\/catalog.mit.edu\/subjects\/9\/)\n  - [Chemical Engineering (Course 10)](https:\/\/catalog.mit.edu\/subjects\/10\/)\n  - [Chemistry (Course 5)](https:\/\/catalog.mit.edu\/subjects\/5\/)\n  - [Civil and Environmental Engineering (Course 1)](https:\/\/catalog.mit.edu\/subjects\/1\/)\n  - [Comparative Media Studies \/ Writing (CMS)](https:\/\/catalog.mit.edu\/subjects\/cms\/)\n  - [Comparative Media Studies \/ Writing (Course 21W)](https:\/\/catalog.mit.edu\/subjects\/21w\/)\n  - [Computational and Systems Biology (CSB)](https:\/\/catalog.mit.edu\/subjects\/csb\/)\n  - [Computational Science and Engineering (CSE)](https:\/\/catalog.mit.edu\/subjects\/cse\/)\n  - [Concourse (CC)](https:\/\/catalog.mit.edu\/subjects\/cc\/)\n  - [Data, Systems, and Society (IDS)](https:\/\/catalog.mit.edu\/subjects\/ids\/)\n  - [Earth, Atmospheric, and Planetary Sciences (Course 12)](https:\/\/catalog.mit.edu\/subjects\/12\/)\n  - [Economics (Course 14)](https:\/\/catalog.mit.edu\/subjects\/14\/)\n  - [Edgerton Center (EC)](https:\/\/catalog.mit.edu\/subjects\/ec\/)\n  - [Electrical Engineering and Computer Science (Course 6)](https:\/\/catalog.mit.edu\/subjects\/6\/)\n  - [Engineering Management (EM)](https:\/\/catalog.mit.edu\/subjects\/em\/)\n  - [Experimental Study Group (ES)](https:\/\/catalog.mit.edu\/subjects\/es\/)\n  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21M)](https:\/\/catalog.mit.edu\/subjects\/21m\/)\n  - [Naval Science (NS)](https:\/\/catalog.mit.edu\/subjects\/ns\/)\n  - [Nuclear Science and Engineering (Course 22)](https:\/\/catalog.mit.edu\/subjects\/22\/)\n  - [Physics (Course 8)](https:\/\/catalog.mit.edu\/subjects\/8\/)\n  - [Political Science (Course 17)](https:\/\/catalog.mit.edu\/subjects\/17\/)\n  - [Science, Technology, and Society (STS)](https:\/\/catalog.mit.edu\/subjects\/sts\/)\n  - [Special Programs](https:\/\/catalog.mit.edu\/subjects\/sp\/)\n  - [Supply Chain Management (SCM)](https:\/\/catalog.mit.edu\/subjects\/scm\/)\n  - [Theater Arts (21T)](https:\/\/catalog.mit.edu\/subjects\/21t\/)\n  - [Urban Studies and Planning (Course 11)](https:\/\/catalog.mit.edu\/subjects\/11\/)\n  - [Women's and Gender Studies (WGS)](https:\/\/catalog.mit.edu\/subjects\/wgs\/)\n\n# Computer Science, Economics, and Data Science (Course 6-14)\n[Computer Science, Economics and Data Science](https:\/\/catalog.mit.edu\/interdisciplinary\/undergraduate-programs\/degrees\/computer-science-economics-data-science\/)\n\n## Bachelor of Science in Computer Science, Economics, and Data Science\n### General Institute Requirements (GIRs)\nThe General Institute Requirements include a Communication Requirement that is integrated into both the HASS Requirement and the requirements of each major; see details below.\n\n| Summary of Subject Requirements | Subjects |\n|---|---|\n| Science Requirement | 6 |\n| Humanities, Arts, and Social Sciences (HASS) Requirement \\[between one and three subjects can be from the Departmental Program\\]; at least two of these subjects must be designated as communication-intensive (CI-H) to fulfill the Communication Requirement. | 8 |\n| Restricted Electives in Science and Technology (REST) Requirement \\[can be satisfied by [6\\.1200\\[J\\]](https:\/\/catalog.mit.edu\/search\/?P=6.1200 \"6.1200[J]\") and [18\\.06](https:\/\/catalog.mit.edu\/search\/?P=18.06 \"18.06\") in the Departmental Program\\] | 2 |\n| Laboratory Requirement (12 units) \\[can be satisfied by [14\\.32](https:\/\/catalog.mit.edu\/search\/?P=14.32 \"14.32\") in the Departmental Program\\] | 1 |\n| **Total GIR Subjects Required for SB Degree** | **17** |\n\n| Physical Education Requirement |   |\n|---|---|\n| Swimming requirement, plus four physical education courses for eight points. |   |\n### Departmental Program\nChoose at least two subjects in the major that are designated as communication-intensive (CI-M) to fulfill the Communication Requirement.\n\n|   |   |   |\n|---|---|---|\n| Required Subjects | **Units** |   |\n| *Mathematics* |   |   |\n| [18\\.06](https:\/\/catalog.mit.edu\/search\/?P=18.06 \"18.06\") | Linear Algebra | 12 |\n| *Computation\/Algorithms* |   |   |\n| *Select 12-18 units of the following:* | 12-18 |   |\n| [6\\.1000](https:\/\/catalog.mit.edu\/search\/?P=6.1000 \"6.1000\") | Introduction to Programming and Computer Science |   |\n| [6\\.100A](https:\/\/catalog.mit.edu\/search\/?P=6.100A \"6.100A\") & [6\\.100B](https:\/\/catalog.mit.edu\/search\/?P=6.100B \"6.100B\") | Introduction to Computer Science Programming in Python and Introduction to Computational Thinking and Data Science |   |\n| [6\\.100A](https:\/\/catalog.mit.edu\/search\/?P=6.100A \"6.100A\") & [6\\.1010](https:\/\/catalog.mit.edu\/search\/?P=6.1010 \"6.1010\") | Introduction to Computer Science Programming in Python and Fundamentals of Programming |   |\n| [6\\.1200\\[J\\]](https:\/\/catalog.mit.edu\/search\/?P=6.1200 \"6.1200[J]\") | Mathematics for Computer Science | 12 |\n| [6\\.1210](https:\/\/catalog.mit.edu\/search\/?P=6.1210 \"6.1210\") | Introduction to Algorithms | 12 |\n| [6\\.1220\\[J\\]](https:\/\/catalog.mit.edu\/search\/?P=6.1220 \"6.1220[J]\") | Design and Analysis of Algorithms | 12 |\n| *Economics* |   |   |\n| [14\\.01](https:\/\/catalog.mit.edu\/search\/?P=14.01 \"14.01\") | Principles of Microeconomics 2 | 12 |\n| [14\\.32](https:\/\/catalog.mit.edu\/search\/?P=14.32 \"14.32\") | Econometric Data Science | 12 |\n| *Introductory Probability and Statistics* |   |   |\n| *Select one of the following:* | 12 |   |\n| [14\\.30](https:\/\/catalog.mit.edu\/search\/?P=14.30 \"14.30\") | Introduction to Statistical Methods in Economics |   |\n| [18\\.600](https:\/\/catalog.mit.edu\/search\/?P=18.600 \"18.600\") | Probability and Random Variables |   |\n| [6\\.3700](https:\/\/catalog.mit.edu\/search\/?P=6.3700 \"6.3700\") | Introduction to Probability |   |\n| *Data Science* |   |   |\n| [6\\.3900](https:\/\/catalog.mit.edu\/search\/?P=6.3900 \"6.3900\") | Introduction to Machine Learning | 12 |\n| *Project-based* |   |   |\n| *Select one of the following:* | 9-12 |   |\n| [6\\.UAR\\[J\\]](https:\/\/catalog.mit.edu\/search\/?P=6.UAR \"6.UAR[J]\") | Seminar in Undergraduate Advanced Research (12 units, CI-M) |   |\n| [6\\.UAT](https:\/\/catalog.mit.edu\/search\/?P=6.UAT \"6.UAT\") | Oral Communication (CI-M) |   |\n| [15\\.276](https:\/\/catalog.mit.edu\/search\/?P=15.276 \"15.276\") | Communicating with Data (CI-M) |   |\n| *Select one of the following:* | 12 |   |\n| [14\\.05](https:\/\/catalog.mit.edu\/search\/?P=14.05 \"14.05\") | Intermediate Macroeconomics (CI-M) 2 |   |\n| [14\\.18](https:\/\/catalog.mit.edu\/search\/?P=14.18 \"14.18\") | Mathematical Economic Modeling (CI-M) |   |\n| [14\\.33](https:\/\/catalog.mit.edu\/search\/?P=14.33 \"14.33\") | Research and Communication in Economics: Topics, Methods, and Implementation (CI-M) |   |\n| [14\\.35](https:\/\/catalog.mit.edu\/search\/?P=14.35 \"14.35\") | Why Markets Fail (CI-M) |   |\n| Elective Subjects |   |   |\n| *Select one of the following computer science electives:* | 12 |   |\n| [6\\.3260\\[J\\]](https:\/\/catalog.mit.edu\/search\/?P=6.3260 \"6.3260[J]\") | Networks |   |\n| [6\\.C571\\[J\\]](https:\/\/catalog.mit.edu\/search\/?P=6.C571 \"6.C571[J]\") | Optimization Methods |   |\n| [15\\.053](https:\/\/catalog.mit.edu\/search\/?P=15.053 \"15.053\") | Optimization Methods in Business Analytics |   |\n| *Select three economics electives from the list below, including at least one subject from each group* | 36 |   |\n| Units in Major | 177-186 |   |\n| Unrestricted Electives | 48-63 |   |\n| Units in Major That Also Satisfy the GIRs | (48-60) |   |\n| Total Units Beyond the GIRs Required for SB Degree | 180-186 |   |\n\nThe units for any subject that counts as one of the 17 GIR subjects cannot also be counted as units required beyond the GIRs.\n\n|   |   |\n|---|---|\n| *1* | *Subject has prerequisites that are outside of the program.* |\n| *2* | *[14\\.03](https:\/\/catalog.mit.edu\/search\/?P=14.03 \"14.03\") Microeconomic Theory and Public Policy is also an acceptable option.* |\n### Economics Electives\n|   |   |   |\n|---|---|---|\n| *Select three of the following, including at least one subject from each group:* | 36 |   |\n| *Data Science* |   |   |\n| [14\\.20](https:\/\/catalog.mit.edu\/search\/?P=14.20 \"14.20\") | Industrial Organization: Competitive Strategy and Public Policy |   |\n| [14\\.27](https:\/\/catalog.mit.edu\/search\/?P=14.27 \"14.27\") | Economics of Digitization |   |\n| [14\\.36](https:\/\/catalog.mit.edu\/search\/?P=14.36 \"14.36\") | Advanced Econometrics |   |\n| [14\\.38](https:\/\/catalog.mit.edu\/search\/?P=14.38 \"14.38\") | Inference on Causal and Structural Parameters Using ML and AI |   |\n| [14\\.39](https:\/\/catalog.mit.edu\/search\/?P=14.39 \"14.39\") | Large-Scale Decision-Making and Inference |   |\n| [14\\.41](https:\/\/catalog.mit.edu\/search\/?P=14.41 \"14.41\") | Public Finance and Public Policy |   |\n| [14\\.42](https:\/\/catalog.mit.edu\/search\/?P=14.42 \"14.42\") | Environmental Policy and Economics |   |\n| [14\\.43\\[J\\]](https:\/\/catalog.mit.edu\/search\/?P=14.43 \"14.43[J]\") | Economics of Energy, Innovation, and Sustainability |   |\n| [14\\.44\\[J\\]](https:\/\/catalog.mit.edu\/search\/?P=14.44 \"14.44[J]\") | Energy Economics and Policy |   |\n| [14\\.45\\[J\\]](https:\/\/catalog.mit.edu\/search\/?P=14.45 \"14.45[J]\") | Climate and Energy in the Global Economy |   |\n| [14\\.64](https:\/\/catalog.mit.edu\/search\/?P=14.64 \"14.64\") | Labor Economics and Public Policy |   |\n| [14\\.75](https:\/\/catalog.mit.edu\/search\/?P=14.75 \"14.75\") | Political Economy and Economic Development |   |\n| [14\\.76](https:\/\/catalog.mit.edu\/search\/?P=14.76 \"14.76\") | Firms, Markets, Trade and Growth |   |\n| [15\\.780](https:\/\/catalog.mit.edu\/search\/?P=15.780 \"15.780\") | Analytics of Operations Management |   |\n| *Theory* |   |   |\n| [14\\.04](https:\/\/catalog.mit.edu\/search\/?P=14.04 \"14.04\") | Intermediate Microeconomic Theory |   |\n| [14\\.12](https:\/\/catalog.mit.edu\/search\/?P=14.12 \"14.12\") | Economic Applications of Game Theory |   |\n| [14\\.13](https:\/\/catalog.mit.edu\/search\/?P=14.13 \"14.13\") | Psychology and Economics |   |\n| [14\\.15\\[J\\]](https:\/\/catalog.mit.edu\/search\/?P=14.15 \"14.15[J]\") | Networks |   |\n| [14\\.16](https:\/\/catalog.mit.edu\/search\/?P=14.16 \"14.16\") | Strategy and Information |   |\n| [14\\.19](https:\/\/catalog.mit.edu\/search\/?P=14.19 \"14.19\") | Market Design |   |\n| [14\\.26\\[J\\]](https:\/\/catalog.mit.edu\/search\/?P=14.26 \"14.26[J]\") | Organizational Economics |   |\n| [14\\.54](https:\/\/catalog.mit.edu\/search\/?P=14.54 \"14.54\") | International Trade 1 |   |\n\n|   |   |\n|---|---|\n| *1* | *Subject has prerequisites that are outside of the program.* |\n\n[Admissions](http:\/\/mitadmissions.org\/apply)[Financial Aid](http:\/\/sfs.mit.edu\/)[Registrar](http:\/\/web.mit.edu\/registrar\/)[IAP](http:\/\/web.mit.edu\/iap\/)[Summer](https:\/\/catalog.mit.edu\/summer\/)[Professional Education](http:\/\/professional.mit.edu\/)[MITx](https:\/\/www.edx.org\/school\/mitx)[K-12](https:\/\/outreach.mit.edu\/)[Campus Map](http:\/\/whereis.mit.edu\/)  \n[Directories](https:\/\/officesdirectory.mit.edu\/)[About the Bulletin](https:\/\/catalog.mit.edu\/about-bulletin\/)[Nondiscrimination Policy](https:\/\/catalog.mit.edu\/nondiscrimination-policy\/)[Changes](https:\/\/catalog.mit.edu\/changelog\/)[Help](https:\/\/catalog.mit.edu\/help\/)[Accessibility](https:\/\/accessibility.mit.edu\/)\n\n![MIT](https:\/\/catalog.mit.edu\/images\/mit-logo-footer.svg)\n\n![MIT Academic Bulletin](https:\/\/catalog.mit.edu\/images\/mit-bulletin-logo-footer-25-26.png)\n\n77 Massachusetts Avenue  \nCambridge, MA 02139-4307\n\n[Back to top](https:\/\/catalog.mit.edu\/degree-charts\/computer-science-economics-data-science-course-6-14\/#header)\n\nPrint Options\n\n[Send Page to Printer](https:\/\/catalog.mit.edu\/degree-charts\/computer-science-economics-data-science-course-6-14\/)\n\n*Print this page.*\n\n[Download PDF of this Page](https:\/\/catalog.mit.edu\/degree-charts\/computer-science-economics-data-science-course-6-14\/computer-science-economics-data-science-course-6-14.pdf)\n\n*The PDF includes all information on this page and its related tabs. Subject (course) information includes any changes approved for the current academic year.*\n\n[Download PDF of the Entire Catalog and\/or Subject Descriptions](https:\/\/catalog.mit.edu\/archive\/)\n\n[Cancel](https:\/\/catalog.mit.edu\/degree-charts\/computer-science-economics-data-science-course-6-14\/)","attrs_readable_markdown":"[Computer Science, Economics and Data Science](https:\/\/catalog.mit.edu\/interdisciplinary\/undergraduate-programs\/degrees\/computer-science-economics-data-science\/)\n\n## Bachelor of Science in Computer Science, Economics, and Data Science\n### General Institute Requirements (GIRs)\nThe General Institute Requirements include a Communication Requirement that is integrated into both the HASS Requirement and the requirements of each major; see details below.\n\n| Summary of Subject Requirements | Subjects |\n|---|---|\n| Science Requirement | 6 |\n| Humanities, Arts, and Social Sciences (HASS) Requirement \\[between one and three subjects can be from the Departmental Program\\]; at least two of these subjects must be designated as communication-intensive (CI-H) to fulfill the Communication Requirement. | 8 |\n| Restricted Electives in Science and Technology (REST) Requirement \\[can be satisfied by [6\\.1200\\[J\\]](https:\/\/catalog.mit.edu\/search\/?P=6.1200 \"6.1200[J]\") and [18\\.06](https:\/\/catalog.mit.edu\/search\/?P=18.06 \"18.06\") in the Departmental Program\\] | 2 |\n| Laboratory Requirement (12 units) \\[can be satisfied by [14\\.32](https:\/\/catalog.mit.edu\/search\/?P=14.32 \"14.32\") in the Departmental Program\\] | 1 |\n| **Total GIR Subjects Required for SB Degree** | **17** |\n\n| Physical Education Requirement |   |\n|---|---|\n| Swimming requirement, plus four physical education courses for eight points. |   |\n### Departmental Program\nChoose at least two subjects in the major that are designated as communication-intensive (CI-M) to fulfill the Communication Requirement.\n\n|   |   |   |\n|---|---|---|\n| Required Subjects | **Units** |   |\n| *Mathematics* |   |   |\n| [18\\.06](https:\/\/catalog.mit.edu\/search\/?P=18.06 \"18.06\") | Linear Algebra | 12 |\n| *Computation\/Algorithms* |   |   |\n| *Select 12-18 units of the following:* | 12-18 |   |\n| [6\\.1000](https:\/\/catalog.mit.edu\/search\/?P=6.1000 \"6.1000\") | Introduction to Programming and Computer Science |   |\n| [6\\.100A](https:\/\/catalog.mit.edu\/search\/?P=6.100A \"6.100A\") & [6\\.100B](https:\/\/catalog.mit.edu\/search\/?P=6.100B \"6.100B\") | Introduction to Computer Science Programming in Python and Introduction to Computational Thinking and Data Science |   |\n| [6\\.100A](https:\/\/catalog.mit.edu\/search\/?P=6.100A \"6.100A\") & [6\\.1010](https:\/\/catalog.mit.edu\/search\/?P=6.1010 \"6.1010\") | Introduction to Computer Science Programming in Python and Fundamentals of Programming |   |\n| [6\\.1200\\[J\\]](https:\/\/catalog.mit.edu\/search\/?P=6.1200 \"6.1200[J]\") | Mathematics for Computer Science | 12 |\n| [6\\.1210](https:\/\/catalog.mit.edu\/search\/?P=6.1210 \"6.1210\") | Introduction to Algorithms | 12 |\n| [6\\.1220\\[J\\]](https:\/\/catalog.mit.edu\/search\/?P=6.1220 \"6.1220[J]\") | Design and Analysis of Algorithms | 12 |\n| *Economics* |   |   |\n| [14\\.01](https:\/\/catalog.mit.edu\/search\/?P=14.01 \"14.01\") | Principles of Microeconomics 2 | 12 |\n| [14\\.32](https:\/\/catalog.mit.edu\/search\/?P=14.32 \"14.32\") | Econometric Data Science | 12 |\n| *Introductory Probability and Statistics* |   |   |\n| *Select one of the following:* | 12 |   |\n| [14\\.30](https:\/\/catalog.mit.edu\/search\/?P=14.30 \"14.30\") | Introduction to Statistical Methods in Economics |   |\n| [18\\.600](https:\/\/catalog.mit.edu\/search\/?P=18.600 \"18.600\") | Probability and Random Variables |   |\n| [6\\.3700](https:\/\/catalog.mit.edu\/search\/?P=6.3700 \"6.3700\") | Introduction to Probability |   |\n| *Data Science* |   |   |\n| [6\\.3900](https:\/\/catalog.mit.edu\/search\/?P=6.3900 \"6.3900\") | Introduction to Machine Learning | 12 |\n| *Project-based* |   |   |\n| *Select one of the following:* | 9-12 |   |\n| [6\\.UAR\\[J\\]](https:\/\/catalog.mit.edu\/search\/?P=6.UAR \"6.UAR[J]\") | Seminar in Undergraduate Advanced Research (12 units, CI-M) |   |\n| [6\\.UAT](https:\/\/catalog.mit.edu\/search\/?P=6.UAT \"6.UAT\") | Oral Communication (CI-M) |   |\n| [15\\.276](https:\/\/catalog.mit.edu\/search\/?P=15.276 \"15.276\") | Communicating with Data (CI-M) |   |\n| *Select one of the following:* | 12 |   |\n| [14\\.05](https:\/\/catalog.mit.edu\/search\/?P=14.05 \"14.05\") | Intermediate Macroeconomics (CI-M) 2 |   |\n| [14\\.18](https:\/\/catalog.mit.edu\/search\/?P=14.18 \"14.18\") | Mathematical Economic Modeling (CI-M) |   |\n| [14\\.33](https:\/\/catalog.mit.edu\/search\/?P=14.33 \"14.33\") | Research and Communication in Economics: Topics, Methods, and Implementation (CI-M) |   |\n| [14\\.35](https:\/\/catalog.mit.edu\/search\/?P=14.35 \"14.35\") | Why Markets Fail (CI-M) |   |\n| Elective Subjects |   |   |\n| *Select one of the following computer science electives:* | 12 |   |\n| [6\\.3260\\[J\\]](https:\/\/catalog.mit.edu\/search\/?P=6.3260 \"6.3260[J]\") | Networks |   |\n| [6\\.C571\\[J\\]](https:\/\/catalog.mit.edu\/search\/?P=6.C571 \"6.C571[J]\") | Optimization Methods |   |\n| [15\\.053](https:\/\/catalog.mit.edu\/search\/?P=15.053 \"15.053\") | Optimization Methods in Business Analytics |   |\n| *Select three economics electives from the list below, including at least one subject from each group* | 36 |   |\n| Units in Major | 177-186 |   |\n| Unrestricted Electives | 48-63 |   |\n| Units in Major That Also Satisfy the GIRs | (48-60) |   |\n| Total Units Beyond the GIRs Required for SB Degree | 180-186 |   |\n\nThe units for any subject that counts as one of the 17 GIR subjects cannot also be counted as units required beyond the GIRs.\n\n|   |   |\n|---|---|\n| *1* | *Subject has prerequisites that are outside of the program.* |\n| *2* | *[14\\.03](https:\/\/catalog.mit.edu\/search\/?P=14.03 \"14.03\") Microeconomic Theory and Public Policy is also an acceptable option.* |\n### Economics Electives\n|   |   |   |\n|---|---|---|\n| *Select three of the following, including at least one subject from each group:* | 36 |   |\n| *Data Science* |   |   |\n| [14\\.20](https:\/\/catalog.mit.edu\/search\/?P=14.20 \"14.20\") | Industrial Organization: Competitive Strategy and Public Policy |   |\n| [14\\.27](https:\/\/catalog.mit.edu\/search\/?P=14.27 \"14.27\") | Economics of Digitization |   |\n| [14\\.36](https:\/\/catalog.mit.edu\/search\/?P=14.36 \"14.36\") | Advanced Econometrics |   |\n| [14\\.38](https:\/\/catalog.mit.edu\/search\/?P=14.38 \"14.38\") | Inference on Causal and Structural Parameters Using ML and AI |   |\n| [14\\.39](https:\/\/catalog.mit.edu\/search\/?P=14.39 \"14.39\") | Large-Scale Decision-Making and Inference |   |\n| [14\\.41](https:\/\/catalog.mit.edu\/search\/?P=14.41 \"14.41\") | Public Finance and Public Policy |   |\n| [14\\.42](https:\/\/catalog.mit.edu\/search\/?P=14.42 \"14.42\") | Environmental Policy and Economics |   |\n| [14\\.43\\[J\\]](https:\/\/catalog.mit.edu\/search\/?P=14.43 \"14.43[J]\") | Economics of Energy, Innovation, and Sustainability |   |\n| [14\\.44\\[J\\]](https:\/\/catalog.mit.edu\/search\/?P=14.44 \"14.44[J]\") | Energy Economics and Policy |   |\n| [14\\.45\\[J\\]](https:\/\/catalog.mit.edu\/search\/?P=14.45 \"14.45[J]\") | Climate and Energy in the Global Economy |   |\n| [14\\.64](https:\/\/catalog.mit.edu\/search\/?P=14.64 \"14.64\") | Labor Economics and Public Policy |   |\n| [14\\.75](https:\/\/catalog.mit.edu\/search\/?P=14.75 \"14.75\") | Political Economy and Economic Development |   |\n| [14\\.76](https:\/\/catalog.mit.edu\/search\/?P=14.76 \"14.76\") | Firms, Markets, Trade and Growth |   |\n| [15\\.780](https:\/\/catalog.mit.edu\/search\/?P=15.780 \"15.780\") | Analytics of Operations Management |   |\n| *Theory* |   |   |\n| [14\\.04](https:\/\/catalog.mit.edu\/search\/?P=14.04 \"14.04\") | Intermediate Microeconomic Theory |   |\n| [14\\.12](https:\/\/catalog.mit.edu\/search\/?P=14.12 \"14.12\") | Economic Applications of Game Theory |   |\n| [14\\.13](https:\/\/catalog.mit.edu\/search\/?P=14.13 \"14.13\") | Psychology and Economics |   |\n| [14\\.15\\[J\\]](https:\/\/catalog.mit.edu\/search\/?P=14.15 \"14.15[J]\") | Networks |   |\n| [14\\.16](https:\/\/catalog.mit.edu\/search\/?P=14.16 \"14.16\") | Strategy and Information |   |\n| [14\\.19](https:\/\/catalog.mit.edu\/search\/?P=14.19 \"14.19\") | Market Design |   |\n| [14\\.26\\[J\\]](https:\/\/catalog.mit.edu\/search\/?P=14.26 \"14.26[J]\") | Organizational Economics |   |\n| [14\\.54](https:\/\/catalog.mit.edu\/search\/?P=14.54 \"14.54\") | International Trade 1 |   |\n\n|   |   |\n|---|---|\n| *1* | *Subject has prerequisites that are outside of the program.* |","meta_canonical":null}

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URL	https://catalog.mit.edu/degree-charts/computer-science-economics-data-science-course-6-14/
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Meta Title	Computer Science, Economics, and Data Science (Course 6-14) \| MIT Course Catalog
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Boilerpipe Text	Computer Science, Economics and Data Science Bachelor of Science in Computer Science, Economics, and Data Science General Institute Requirements (GIRs) The General Institute Requirements include a Communication Requirement that is integrated into both the HASS Requirement and the requirements of each major; see details below. Summary of Subject Requirements Subjects Science Requirement 6 Humanities, Arts, and Social Sciences (HASS) Requirement [between one and three subjects can be from the Departmental Program]; at least two of these subjects must be designated as communication-intensive (CI-H) to fulfill the Communication Requirement. 8 Restricted Electives in Science and Technology (REST) Requirement [can be satisfied by 6.1200[J] and 18.06 in the Departmental Program] 2 Laboratory Requirement (12 units) [can be satisfied by 14.32 in the Departmental Program] 1 Total GIR Subjects Required for SB Degree 17 Physical Education Requirement Swimming requirement, plus four physical education courses for eight points. Departmental Program Choose at least two subjects in the major that are designated as communication-intensive (CI-M) to fulfill the Communication Requirement. Required Subjects Units Mathematics 18.06 Linear Algebra 12 Computation/Algorithms Select 12-18 units of the following: 12-18 6.1000 Introduction to Programming and Computer Science 6.100A & 6.100B Introduction to Computer Science Programming in Python and Introduction to Computational Thinking and Data Science 6.100A & 6.1010 Introduction to Computer Science Programming in Python and Fundamentals of Programming 6.1200[J] Mathematics for Computer Science 12 6.1210 Introduction to Algorithms 12 6.1220[J] Design and Analysis of Algorithms 12 Economics 14.01 Principles of Microeconomics 2 12 14.32 Econometric Data Science 12 Introductory Probability and Statistics Select one of the following: 12 14.30 Introduction to Statistical Methods in Economics 18.600 Probability and Random Variables 6.3700 Introduction to Probability Data Science 6.3900 Introduction to Machine Learning 12 Project-based Select one of the following: 9-12 6.UAR[J] Seminar in Undergraduate Advanced Research (12 units, CI-M) 6.UAT Oral Communication (CI-M) 15.276 Communicating with Data (CI-M) Select one of the following: 12 14.05 Intermediate Macroeconomics (CI-M) 2 14.18 Mathematical Economic Modeling (CI-M) 14.33 Research and Communication in Economics: Topics, Methods, and Implementation (CI-M) 14.35 Why Markets Fail (CI-M) Elective Subjects Select one of the following computer science electives: 12 6.3260[J] Networks 6.C571[J] Optimization Methods 15.053 Optimization Methods in Business Analytics Select three economics electives from the list below, including at least one subject from each group 36 Units in Major 177-186 Unrestricted Electives 48-63 Units in Major That Also Satisfy the GIRs (48-60) Total Units Beyond the GIRs Required for SB Degree 180-186 The units for any subject that counts as one of the 17 GIR subjects cannot also be counted as units required beyond the GIRs. 1 Subject has prerequisites that are outside of the program. 2 14.03 Microeconomic Theory and Public Policy is also an acceptable option. Economics Electives Select three of the following, including at least one subject from each group: 36 Data Science 14.20 Industrial Organization: Competitive Strategy and Public Policy 14.27 Economics of Digitization 14.36 Advanced Econometrics 14.38 Inference on Causal and Structural Parameters Using ML and AI 14.39 Large-Scale Decision-Making and Inference 14.41 Public Finance and Public Policy 14.42 Environmental Policy and Economics 14.43[J] Economics of Energy, Innovation, and Sustainability 14.44[J] Energy Economics and Policy 14.45[J] Climate and Energy in the Global Economy 14.64 Labor Economics and Public Policy 14.75 Political Economy and Economic Development 14.76 Firms, Markets, Trade and Growth 15.780 Analytics of Operations Management Theory 14.04 Intermediate Microeconomic Theory 14.12 Economic Applications of Game Theory 14.13 Psychology and Economics 14.15[J] Networks 14.16 Strategy and Information 14.19 Market Design 14.26[J] Organizational Economics 14.54 International Trade 1 1 Subject has prerequisites that are outside of the program.
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Education](https://catalog.mit.edu/mit/research/mit-professional-education/) - [MIT Sea Grant College Program](https://catalog.mit.edu/mit/research/sea-grant/) - [Nuclear Reactor Laboratory](https://catalog.mit.edu/mit/research/nuclear-reactor-laboratory/) - [Operations Research Center](https://catalog.mit.edu/mit/research/operations-research-center/) - [Picower Institute for Learning and Memory](https://catalog.mit.edu/mit/research/picower-institute-learning-memory/) - [Plasma Science and Fusion Center](https://catalog.mit.edu/mit/research/plasma-science-fusion-center/) - [Research Laboratory of Electronics](https://catalog.mit.edu/mit/research/research-laboratory-electronics/) - [Simons Center for the Social Brain](https://catalog.mit.edu/mit/research/simons-center-social-brain/) - [Singapore-MIT Alliance for Research and Technology Centre](https://catalog.mit.edu/mit/research/singapore-mit-alliance-research-technology/) - [Sociotechnical Systems Research 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(SM)](https://catalog.mit.edu/degree-charts/master-art-culture-technology/) - [Architecture Studies (SM)](https://catalog.mit.edu/degree-charts/master-architecture-studies/) - [Media Arts and Sciences](https://catalog.mit.edu/schools/architecture-planning/media-arts-sciences/) - [Urban Studies and Planning](https://catalog.mit.edu/schools/architecture-planning/urban-studies-planning/) Toggle Urban Studies and Planning - [Planning (SB, Course 11)](https://catalog.mit.edu/degree-charts/planning-course-11/) - [Urban Science and Planning with Computer Science (SB, Course 11-6)](https://catalog.mit.edu/degree-charts/urban-science-planning-computer-science-11-6/) - [School of Engineering](https://catalog.mit.edu/schools/engineering/) Toggle School of Engineering - [Aeronautics and Astronautics](https://catalog.mit.edu/schools/engineering/aeronautics-astronautics/) Toggle Aeronautics and Astronautics - [Aeronautics and Astronautics Fields (PhD)](https://catalog.mit.edu/degree-charts/phd-aeronautics-astronautics/) - [Aerospace Engineering (SB, Course 16)](https://catalog.mit.edu/degree-charts/aerospace-engineering-course-16/) - [Engineering (SB, Course 16-ENG)](https://catalog.mit.edu/degree-charts/engineering-aeronautics-astronautics-course-16-eng/) - [Biological Engineering](https://catalog.mit.edu/schools/engineering/biological-engineering/) Toggle Biological Engineering - [Biological Engineering (SB, Course 20)](https://catalog.mit.edu/degree-charts/biological-engineering-course-20/) - [Biological Engineering (PhD)](https://catalog.mit.edu/degree-charts/phd-biological-engineering/) - [Chemical Engineering](https://catalog.mit.edu/schools/engineering/chemical-engineering/) Toggle Chemical Engineering - [Chemical Engineering (SB, Course 10)](https://catalog.mit.edu/degree-charts/chemical-engineering-course-10/) - [Chemical-Biological Engineering (SB, Course 10-B)](https://catalog.mit.edu/degree-charts/chemical-biological-engineering-course-10-b/) - [Chemical Engineering (SB, Course 10-C)](https://catalog.mit.edu/degree-charts/chemical-engineering-course-10-c/) - [Engineering (SB, Course 10-ENG)](https://catalog.mit.edu/degree-charts/engineering-chemical-engineering-course-10-eng/) - [Civil and Environmental Engineering](https://catalog.mit.edu/schools/engineering/civil-environmental-engineering/) Toggle Civil and Environmental Engineering - [Engineering (SB, Course 1-ENG)](https://catalog.mit.edu/degree-charts/engineering-civil-environmental-engineering-course-1-eng/) - [Civil and Environmental Engineering (MEng)](https://catalog.mit.edu/degree-charts/master-civil-environmental-engineering-course-1p/) - [Data, Systems, and Society](https://catalog.mit.edu/schools/engineering/data-systems-society/) - [Electrical Engineering and Computer Science](https://catalog.mit.edu/schools/engineering/electrical-engineering-computer-science/) Toggle Electrical Engineering and Computer Science - [Computation and Cognition (SB, Course 6-9)](https://catalog.mit.edu/degree-charts/computation-cognition-6-9/) - [Computer Science and Engineering (SB, Course 6-3)](https://catalog.mit.edu/degree-charts/computer-science-engineering-course-6-3/) - [Computer Science and Molecular Biology (SB, Course 6-7)](https://catalog.mit.edu/degree-charts/computer-science-molecular-biology-course-6-7/) - [Electrical Engineering with Computing (Course 6-5)](https://catalog-dev.mit.edu/degree-charts/electrical-engineering-computing-course-6-5/) - [Urban Science and Planning with Computer Science (SB, Course 11-6)](https://catalog.mit.edu/degree-charts/urban-science-planning-computer-science-11-6/) - [Electrical Engineering and Computer Science (MEng)](https://catalog.mit.edu/degree-charts/master-electrical-engineering-computer-science-course-6-p/) - [Computer Science and Molecular Biology (MEng)](https://catalog.mit.edu/degree-charts/master-computer-science-molecular-biology-course-6-7p/) - [Health Sciences and Technology](https://catalog.mit.edu/schools/engineering/harvard-mit-health-sciences-technology/) - [Materials Science and Engineering](https://catalog.mit.edu/schools/engineering/materials-science-engineering/) Toggle Materials Science and Engineering - [Archaeology and Materials (SB, Course 3-C)](https://catalog.mit.edu/degree-charts/archaeology-materials-course-3-c/) - [Materials Science and Engineering (SB, Course 3)](https://catalog.mit.edu/degree-charts/materials-science-engineering-course-3/) - [Materials Science and Engineering (SB, Course 3-A)](https://catalog.mit.edu/degree-charts/materials-science-engineering-course-3-a/) - [Materials Science and Engineering (PhD)](https://catalog.mit.edu/degree-charts/phd-materials-science-engineering/) - [Mechanical Engineering](https://catalog.mit.edu/schools/engineering/mechanical-engineering/) Toggle Mechanical Engineering - [Mechanical Engineering (SB, Course 2)](https://catalog.mit.edu/degree-charts/mechanical-engineering-course-2/) - [Mechanical and Ocean Engineering (SB, Course 2-OE)](https://catalog.mit.edu/degree-charts/mechanical-ocean-engineering-course-2-oe/) - [Engineering (SB, Course 2-A)](https://catalog.mit.edu/degree-charts/mechanical-engineering-course-2-a/) - [Nuclear Science and Engineering](https://catalog.mit.edu/schools/engineering/nuclear-science-engineering/) Toggle Nuclear Science and Engineering - [Nuclear Science and Engineering (SB, Course 22)](https://catalog.mit.edu/degree-charts/nuclear-science-engineering-course-22/) - [Engineering (SB, Course 22-ENG)](https://catalog.mit.edu/degree-charts/engineering-nuclear-science-engineering-course-22-eng/) - [School of Humanities, Arts, and Social Sciences](https://catalog.mit.edu/schools/humanities-arts-social-sciences/) Toggle School of Humanities, Arts, and Social Sciences - [Anthropology](https://catalog.mit.edu/schools/humanities-arts-social-sciences/anthropology/) Toggle Anthropology - [Anthropology (SB, Course 21A)](https://catalog.mit.edu/degree-charts/anthropology-course-21a/) - [Comparative Media Studies/Writing](https://catalog.mit.edu/schools/humanities-arts-social-sciences/comparative-media-studies-writing/) Toggle Comparative Media Studies/Writing - [Comparative Media Studies (SB, CMS)](https://catalog.mit.edu/degree-charts/comparative-media-studies-cms/) - [Writing (SB, Course 21W)](https://catalog.mit.edu/degree-charts/writing-course-21w/) - [Economics](https://catalog.mit.edu/schools/humanities-arts-social-sciences/economics/) Toggle Economics - [Data, Economics, and Design of Policy (MASc)](https://catalog.mit.edu/degree-charts/master-applied-science-data-economics-development-policy/) - [Economics (SB, Course 14-1)](https://catalog.mit.edu/degree-charts/economics-course-14/) - [Economics (PhD)](https://catalog.mit.edu/degree-charts/phd-economics/) - [Mathematical Economics (SB, Course 14-2)](https://catalog.mit.edu/degree-charts/mathematical-economics-course-14-2/) - [Global Languages](https://catalog.mit.edu/schools/humanities-arts-social-sciences/global-studies-languages/) Toggle Global Languages - [Global Studies and Languages (SB, Course 21G)](https://catalog.mit.edu/degree-charts/global-studies-languages-course-21g/) - [History](https://catalog.mit.edu/schools/humanities-arts-social-sciences/history/) Toggle History - [History (SB, Course 21H)](https://catalog.mit.edu/degree-charts/history-course-21h/) - [Humanities](https://catalog.mit.edu/schools/humanities-arts-social-sciences/humanities/) - [Linguistics and Philosophy](https://catalog.mit.edu/schools/humanities-arts-social-sciences/linguistics-philosophy/) Toggle Linguistics and Philosophy - [Linguistics and Philosophy (SB, Course 24-2)](https://catalog.mit.edu/degree-charts/linguistics-philosophy-course-24-2/) - [Philosophy (SB, Course 24-1)](https://catalog.mit.edu/degree-charts/philosophy-course-24-1/) - [Linguistics (SM)](https://catalog.mit.edu/degree-charts/sm-linguistics/) - [Literature](https://catalog.mit.edu/schools/humanities-arts-social-sciences/literature/) Toggle Literature - [Literature (SB, Course 21L)](https://catalog.mit.edu/degree-charts/literature-course-21l/) - [Music and Theater Arts](https://catalog.mit.edu/schools/humanities-arts-social-sciences/music-theater-arts/) Toggle Music and Theater Arts - [Music (SB, Course 21M)](https://catalog.mit.edu/degree-charts/music-course-21m/) - [Theater Arts (SB, Course 21T)](https://catalog.mit.edu/degree-charts/theater-arts-course-21t/) - [Political Science](https://catalog.mit.edu/schools/humanities-arts-social-sciences/political-science/) Toggle Political Science - [Political Science (SB, Course 17)](https://catalog.mit.edu/degree-charts/political-science-course-17/) - [Science, Technology, and Society](https://catalog.mit.edu/schools/humanities-arts-social-sciences/science-technology-society/) Toggle Science, Technology, and Society - [Science, Technology, and Society/Second Major (SB, STS)](https://catalog.mit.edu/degree-charts/science-technology-society-sts/) - [MIT Sloan School of Management](https://catalog.mit.edu/schools/sloan-management/) Toggle MIT Sloan School of Management - [Management](https://catalog.mit.edu/schools/sloan-management/management/) Toggle Management - [Business Analytics (SB, Course 15-2)](https://catalog.mit.edu/degree-charts/business-analytics-course-15-2/) - [Finance (SB, Course 15-3)](https://catalog.mit.edu/degree-charts/finance-course-15-3/) - [Management (SB, Course 15-1)](https://catalog.mit.edu/degree-charts/management-course-15-1/) - [School of Science](https://catalog.mit.edu/schools/science/) Toggle School of Science - [Biology](https://catalog.mit.edu/schools/science/biology/) Toggle Biology - [Biology (SB, Course 7)](https://catalog.mit.edu/degree-charts/biology-course-7/) - [Chemistry and Biology (SB, Course 5-7)](https://catalog.mit.edu/degree-charts/chemistry-biology-course-5-7/) - [Computer Science and Molecular Biology (SB, Course 6-7)](https://catalog.mit.edu/degree-charts/computer-science-molecular-biology-course-6-7/) - [Computer Science and Molecular Biology (MEng)](https://catalog.mit.edu/degree-charts/master-computer-science-molecular-biology-course-6-7p/) - [Brain and Cognitive Sciences](https://catalog.mit.edu/schools/science/brain-cognitive-sciences/) Toggle Brain and Cognitive Sciences - [Brain and Cognitive Sciences (SB, Course 9)](https://catalog.mit.edu/degree-charts/brain-cognitive-sciences-course-9/) - [Computation and Cognition (SB, Course 6-9)](https://catalog.mit.edu/degree-charts/computation-cognition-6-9/) - [Chemistry](https://catalog.mit.edu/schools/science/chemistry/) Toggle Chemistry - [Chemistry (SB, Course 5)](https://catalog.mit.edu/degree-charts/chemistry-course-5/) - [Chemistry and Biology (SB, Course 5-7)](https://catalog.mit.edu/degree-charts/chemistry-biology-course-5-7/) - [Earth, Atmospheric, and Planetary Sciences](https://catalog.mit.edu/schools/science/earth-atmospheric-planetary-sciences/) Toggle Earth, Atmospheric, and Planetary Sciences - [Earth, Atmospheric and Planetary Sciences (SB, Course 12)](https://catalog.mit.edu/degree-charts/earth-atmospheric-planetary-sciences-course-12/) - [Mathematics](https://catalog.mit.edu/schools/science/mathematics/) Toggle Mathematics - [Mathematics (SB, Course 18)](https://catalog.mit.edu/degree-charts/mathematics-course-18/) - [Mathematics (PhD)](https://catalog.mit.edu/degree-charts/phd-mathematics/) - [Mathematics with Computer Science (SB, Course 18-C)](https://catalog.mit.edu/degree-charts/mathematics-computer-science-course-18-c/) - [Physics](https://catalog.mit.edu/schools/science/physics/) Toggle Physics - [Physics (SB, Course 8)](https://catalog.mit.edu/degree-charts/physics-course-8/) - [MIT Schwarzman College of Computing](https://catalog.mit.edu/schools/mit-schwarzman-college-computing/) Toggle MIT Schwarzman College of Computing - [Electrical Engineering and Computer Science](https://catalog.mit.edu/schools/mit-schwarzman-college-computing/electrical-engineering-computer-science/) - [Data, Systems, and Society](https://catalog.mit.edu/schools/mit-schwarzman-college-computing/data-systems-society/) - [Interdisciplinary Programs](https://catalog.mit.edu/interdisciplinary/) Toggle Interdisciplinary Programs - [Undergraduate Programs](https://catalog.mit.edu/interdisciplinary/undergraduate-programs/) Toggle Undergraduate Programs - [Degrees](https://catalog.mit.edu/interdisciplinary/undergraduate-programs/degrees/) Toggle Degrees - [Chemistry and Biology](https://catalog.mit.edu/interdisciplinary/undergraduate-programs/degrees/chemistry-biology/) - [Climate System Science and Engineering](https://catalog.mit.edu/interdisciplinary/undergraduate-programs/degrees/climate-system-science-engineering/) - [Computation and Cognition](https://catalog.mit.edu/interdisciplinary/undergraduate-programs/degrees/computation-cognition/) - [Computer Science and Molecular Biology](https://catalog.mit.edu/interdisciplinary/undergraduate-programs/degrees/computer-science-molecular-biology/) - [Computer Science, Economics, and Data Science](https://catalog.mit.edu/interdisciplinary/undergraduate-programs/degrees/computer-science-economics-data-science/) - [Humanities](https://catalog.mit.edu/interdisciplinary/undergraduate-programs/degrees/humanities/) - [Humanities and Engineering](https://catalog.mit.edu/interdisciplinary/undergraduate-programs/degrees/humanities-engineering/) - [Humanities and Science](https://catalog.mit.edu/interdisciplinary/undergraduate-programs/degrees/humanities-science/) - [Urban Science and Planning with Computer Science](https://catalog.mit.edu/interdisciplinary/undergraduate-programs/degrees/urban-science-planning-computer-science/) - [Minors](https://catalog.mit.edu/interdisciplinary/undergraduate-programs/minors/) Toggle Minors - [African and African Diaspora Studies](https://catalog.mit.edu/interdisciplinary/undergraduate-programs/minors/minor-african-studies/) - [American Studies](https://catalog.mit.edu/interdisciplinary/undergraduate-programs/minors/minor-american-studies/) - [Ancient and Medieval Studies](https://catalog.mit.edu/interdisciplinary/undergraduate-programs/minors/ancient-medieval-studies/) - [Applied International Studies](https://catalog.mit.edu/interdisciplinary/undergraduate-programs/minors/applied-international-studies/) - [Asian and Asian Diaspora Studies](https://catalog.mit.edu/interdisciplinary/undergraduate-programs/minors/asian-studies/) - [Astronomy](https://catalog.mit.edu/interdisciplinary/undergraduate-programs/minors/astronomy/) - [Biomedical Engineering](https://catalog.mit.edu/interdisciplinary/undergraduate-programs/minors/biomedical-engineering/) - [Energy Studies](https://catalog.mit.edu/interdisciplinary/undergraduate-programs/minors/energy-studies/) - [Entrepreneurship and Innovation](https://catalog.mit.edu/interdisciplinary/undergraduate-programs/minors/entrepreneurship-innovation/) - [Environment and Sustainability](https://catalog.mit.edu/interdisciplinary/undergraduate-programs/minors/environment-sustainability/) - [Latin American and Latino/a Studies](https://catalog.mit.edu/interdisciplinary/undergraduate-programs/minors/latin-american-latino-studies/) - [Middle Eastern Studies](https://catalog.mit.edu/interdisciplinary/undergraduate-programs/minors/middle-eastern-studies/) - [Polymers and Soft Matter](https://catalog.mit.edu/interdisciplinary/undergraduate-programs/minors/polymers-soft-matter/) - [Public Policy](https://catalog.mit.edu/interdisciplinary/undergraduate-programs/minors/public-policy/) - [Russian and Eurasian Studies](https://catalog.mit.edu/interdisciplinary/undergraduate-programs/minors/russian-eurasian-studies/) - [Statistics and Data Science](https://catalog.mit.edu/interdisciplinary/undergraduate-programs/minors/statistics-data-science/) - [Women's and Gender Studies](https://catalog.mit.edu/interdisciplinary/undergraduate-programs/minors/womens-gender-studies/) - [Graduate Programs](https://catalog.mit.edu/interdisciplinary/graduate-programs/) Toggle Graduate Programs - [Advanced Urbanism](https://catalog.mit.edu/interdisciplinary/graduate-programs/advanced-urbanism/) - [Computation and Cognition](https://catalog.mit.edu/interdisciplinary/graduate-programs/computation-cognition/) - [Computational and Systems Biology](https://catalog.mit.edu/interdisciplinary/graduate-programs/computational-systems-biology/) - [Computational Science and Engineering](https://catalog.mit.edu/interdisciplinary/graduate-programs/computational-science-engineering/) - [Computer Science and Molecular Biology](https://catalog.mit.edu/interdisciplinary/graduate-programs/computer-science-molecular-biology/) - [Computer Science, Economics, and Data Science](https://catalog.mit.edu/interdisciplinary/graduate-programs/computer-science-economics-data-science/) - [Health Sciences and Technology](https://catalog.mit.edu/interdisciplinary/graduate-programs/harvard-mit-health-sciences-technology/) - [Joint Program with Woods Hole Oceanographic Institution](https://catalog.mit.edu/interdisciplinary/graduate-programs/joint-program-woods-hole-oceanographic-institution/) - [Leaders for Global Operations](https://catalog.mit.edu/interdisciplinary/graduate-programs/leaders-global-operations/) - [Microbiology](https://catalog.mit.edu/interdisciplinary/graduate-programs/microbiology/) - [Music Technology and Computation](https://catalog.mit.edu/interdisciplinary/graduate-programs/music-technology-computation/) - [Operations Research](https://catalog.mit.edu/interdisciplinary/graduate-programs/operations-research/) - [Polymers and Soft Matter](https://catalog.mit.edu/interdisciplinary/graduate-programs/polymers-soft-matter/) - [Real Estate Development](https://catalog.mit.edu/interdisciplinary/graduate-programs/real-estate-development/) - [Social and Engineering Systems](https://catalog.mit.edu/interdisciplinary/graduate-programs/social-engineering-systems/) - [Statistics](https://catalog.mit.edu/interdisciplinary/graduate-programs/phd-statistics/) - [Supply Chain Management](https://catalog.mit.edu/interdisciplinary/graduate-programs/supply-chain-management/) - [System Design and Management](https://catalog.mit.edu/interdisciplinary/graduate-programs/system-design-management/) - [Technology and Policy](https://catalog.mit.edu/interdisciplinary/graduate-programs/technology-policy/) - [Transportation](https://catalog.mit.edu/interdisciplinary/graduate-programs/transportation/) - [Degree Charts](https://catalog.mit.edu/degree-charts/) Toggle Degree Charts - School of Architecture and Planning - [Architecture (SB, Course 4)](https://catalog.mit.edu/degree-charts/architecture-course-4/) - [Architecture (MArch)](https://catalog.mit.edu/degree-charts/master-architecture/) - [Architecture Studies (SM)](https://catalog.mit.edu/degree-charts/master-architecture-studies/) - [Art and Design (SB, Course 4-B)](https://catalog.mit.edu/degree-charts/architecture-course-4-b/) - [Art, Culture, and Technology (SM)](https://catalog.mit.edu/degree-charts/master-art-culture-technology/) - [City Planning (SM)](https://catalog.mit.edu/degree-charts/master-city-planning/) - [Planning (SB, Course 11)](https://catalog.mit.edu/degree-charts/planning-course-11/) - School of Engineering - [Aeronautics and Astronautics Fields (PhD)](https://catalog.mit.edu/degree-charts/phd-aeronautics-astronautics/) - [Aerospace Engineering (SB, Course 16)](https://catalog.mit.edu/degree-charts/aerospace-engineering-course-16/) - [Archaeology and Materials (SB, Course 3-C)](https://catalog.mit.edu/degree-charts/archaeology-materials-course-3-c/) - [Artificial Intelligence and Decision Making (SB, Course 6-4)](https://catalog.mit.edu/degree-charts/artifical-intelligence-decision-making-course-6-4/) - [Biological Engineering (SB, Course 20)](https://catalog.mit.edu/degree-charts/biological-engineering-course-20/) - [Biological Engineering (PhD)](https://catalog.mit.edu/degree-charts/phd-biological-engineering/) - [Civil and Environmental Engineering (SM)](https://catalog.mit.edu/degree-charts/master-civil-environmental-engineering/) - [Civil and Environmental Engineering (PhD)](https://catalog.mit.edu/degree-charts/phd-civil-environmental-engineering/) - [Chemical-Biological Engineering (SB, Course 10-B)](https://catalog.mit.edu/degree-charts/chemical-biological-engineering-course-10-b/) - [Chemical Engineering (SB, Course 10)](https://catalog.mit.edu/degree-charts/chemical-engineering-course-10/) - [Chemical Engineering (SB, Course 10-C)](https://catalog.mit.edu/degree-charts/chemical-engineering-course-10-c/) - [Computer Science and Engineering (SB, Course 6-3)](https://catalog.mit.edu/degree-charts/computer-science-engineering-course-6-3/) - [Electrical Engineering and Computer Science (MEng)](https://catalog.mit.edu/degree-charts/master-electrical-engineering-computer-science-course-6-p/) - [Electrical Engineering with Computing (SB, Course 6-5)](https://catalog.mit.edu/degree-charts/electrical-engineering-computing-course-6-5/) - [Engineering (SB, Course 1-ENG)](https://catalog.mit.edu/degree-charts/engineering-civil-environmental-engineering-course-1-eng/) - [Engineering (SB, Course 2-A)](https://catalog.mit.edu/degree-charts/mechanical-engineering-course-2-a/) - [Engineering (SB, Course 10-ENG)](https://catalog.mit.edu/degree-charts/engineering-chemical-engineering-course-10-eng/) - [Engineering (SB, Course 16-ENG)](https://catalog.mit.edu/degree-charts/engineering-aeronautics-astronautics-course-16-eng/) - [Engineering (SB, Course 22-ENG)](https://catalog.mit.edu/degree-charts/engineering-nuclear-science-engineering-course-22-eng/) - [Materials Science and Engineering (SB, Course 3)](https://catalog.mit.edu/degree-charts/materials-science-engineering-course-3/) - [Materials Science and Engineering (SB, Course 3-A)](https://catalog.mit.edu/degree-charts/materials-science-engineering-course-3-a/) - [Materials Science and Engineering (PhD)](https://catalog.mit.edu/degree-charts/phd-materials-science-engineering/) - [Mechanical and Ocean Engineering (SB, Course 2-OE)](https://catalog.mit.edu/degree-charts/mechanical-ocean-engineering-course-2-oe/) - [Mechanical Engineering (SB, Course 2)](https://catalog.mit.edu/degree-charts/mechanical-engineering-course-2/) - [Nuclear Science and Engineering (SB, Course 22)](https://catalog.mit.edu/degree-charts/nuclear-science-engineering-course-22/) - [Nuclear Science and Engineering (PhD)](https://catalog.mit.edu/degree-charts/phd-nuclear-science-engineering/) - [Social and Engineering Systems (PhD)](https://catalog.mit.edu/degree-charts/phd-social-engineering-systems/) - School of Humanities, Arts, and Social Sciences - [Anthropology (SB, Course 21A)](https://catalog.mit.edu/degree-charts/anthropology-course-21a/) - [Comparative Media Studies (SB, CMS)](https://catalog.mit.edu/degree-charts/comparative-media-studies-cms/) - [Data, Economics, and Design of Policy (MASc)](https://catalog.mit.edu/degree-charts/master-applied-science-data-economics-development-policy/) - [Economics (SB, Course 14-1)](https://catalog.mit.edu/degree-charts/economics-course-14/) - [Economics (PhD)](https://catalog.mit.edu/degree-charts/phd-economics/) - [Global Studies and Languages (SB, Course 21G)](https://catalog.mit.edu/degree-charts/global-studies-languages-course-21g/) - [History (SB, Course 21H)](https://catalog.mit.edu/degree-charts/history-course-21h/) - [Humanities (SB, Course 21)](https://catalog.mit.edu/degree-charts/humanities-course-21/) - [Humanities and Engineering (SB, Course 21E)](https://catalog.mit.edu/degree-charts/humanities-engineering-course-21e/) - [Humanities and Science (SB, Course 21S)](https://catalog.mit.edu/degree-charts/humanities-science-course-21s/) - [Linguistics (SM)](https://catalog.mit.edu/degree-charts/sm-linguistics/) - [Linguistics and Philosophy (SB, Course 24-2)](https://catalog.mit.edu/degree-charts/linguistics-philosophy-course-24-2/) - [Literature (SB, Course 21L)](https://catalog.mit.edu/degree-charts/literature-course-21l/) - [Mathematical Economics (SB, Course 14-2)](https://catalog.mit.edu/degree-charts/mathematical-economics-course-14-2/) - [Music (SB, Course 21M)](https://catalog.mit.edu/degree-charts/music-course-21m/) - [Philosophy (SB, Course 24-1)](https://catalog.mit.edu/degree-charts/philosophy-course-24-1/) - [Political Science (SB, Course 17)](https://catalog.mit.edu/degree-charts/political-science-course-17/) - [Science, Technology, and Society/Second Major (SB, STS)](https://catalog.mit.edu/degree-charts/science-technology-society-sts/) - [Science Writing (SM)](https://catalog.mit.edu/degree-charts/master-science-writing/) - [Theater Arts (SB, Course 21T)](https://catalog.mit.edu/degree-charts/theater-arts-course-21t/) - [Writing (SB, Course 21W)](https://catalog.mit.edu/degree-charts/writing-course-21w/) - Sloan School of Management - [Business Analytics (SB, Course 15-2)](https://catalog.mit.edu/degree-charts/business-analytics-course-15-2/) - [Finance (SB, Course 15-3)](https://catalog.mit.edu/degree-charts/finance-course-15-3/) - [Management (SB, Course 15-1)](https://catalog.mit.edu/degree-charts/management-course-15-1/) - School of Science - [Biology (SB, Course 7)](https://catalog.mit.edu/degree-charts/biology-course-7/) - [Brain and Cognitive Sciences (SB, Course 9)](https://catalog.mit.edu/degree-charts/brain-cognitive-sciences-course-9/) - [Brain and Cognitive Sciences (PhD)](https://catalog.mit.edu/degree-charts/phd-brain-cognitive-sciences/) - [Chemistry (SB, Course 5)](https://catalog.mit.edu/degree-charts/chemistry-course-5/) - [Chemistry (PhD)](https://catalog.mit.edu/degree-charts/phd-chemistry/) - [Earth, Atmospheric and Planetary Sciences (SB, Course 12)](https://catalog.mit.edu/degree-charts/earth-atmospheric-planetary-sciences-course-12/) - [Earth, Atmospheric and Planetary Sciences Fields (PhD)](https://catalog.mit.edu/degree-charts/phd-earth-atmospheric-planetary-sciences/) - [Mathematics (SB, Course 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Bachelor of Science in Computer Science, Economics, and Data Science ### General Institute Requirements (GIRs) The General Institute Requirements include a Communication Requirement that is integrated into both the HASS Requirement and the requirements of each major; see details below. \| Summary of Subject Requirements \| Subjects \| \|---\|---\| \| Science Requirement \| 6 \| \| Humanities, Arts, and Social Sciences (HASS) Requirement \[between one and three subjects can be from the Departmental Program\]; at least two of these subjects must be designated as communication-intensive (CI-H) to fulfill the Communication Requirement. \| 8 \| \| Restricted Electives in Science and Technology (REST) Requirement \[can be satisfied by [6\.1200\[J\]](https://catalog.mit.edu/search/?P=6.1200 "6.1200[J]") and [18\.06](https://catalog.mit.edu/search/?P=18.06 "18.06") in the Departmental Program\] \| 2 \| \| Laboratory Requirement (12 units) \[can be satisfied by [14\.32](https://catalog.mit.edu/search/?P=14.32 "14.32") in the Departmental Program\] \| 1 \| \| Total GIR Subjects Required for SB Degree \| 17 \| \| Physical Education Requirement \| \| \|---\|---\| \| Swimming requirement, plus four physical education courses for eight points. \| \| ### Departmental Program Choose at least two subjects in the major that are designated as communication-intensive (CI-M) to fulfill the Communication Requirement. \| \| \| \| \|---\|---\|---\| \| Required Subjects \| Units \| \| \| Mathematics \| \| \| \| [18\.06](https://catalog.mit.edu/search/?P=18.06 "18.06") \| Linear Algebra \| 12 \| \| Computation/Algorithms \| \| \| \| Select 12-18 units of the following: \| 12-18 \| \| \| [6\.1000](https://catalog.mit.edu/search/?P=6.1000 "6.1000") \| Introduction to Programming and Computer Science \| \| \| [6\.100A](https://catalog.mit.edu/search/?P=6.100A "6.100A") & [6\.100B](https://catalog.mit.edu/search/?P=6.100B "6.100B") \| Introduction to Computer Science Programming in Python and Introduction to Computational Thinking and Data Science \| \| \| [6\.100A](https://catalog.mit.edu/search/?P=6.100A "6.100A") & [6\.1010](https://catalog.mit.edu/search/?P=6.1010 "6.1010") \| Introduction to Computer Science Programming in Python and Fundamentals of Programming \| \| \| [6\.1200\[J\]](https://catalog.mit.edu/search/?P=6.1200 "6.1200[J]") \| Mathematics for Computer Science \| 12 \| \| [6\.1210](https://catalog.mit.edu/search/?P=6.1210 "6.1210") \| Introduction to Algorithms \| 12 \| \| [6\.1220\[J\]](https://catalog.mit.edu/search/?P=6.1220 "6.1220[J]") \| Design and Analysis of Algorithms \| 12 \| \| Economics \| \| \| \| [14\.01](https://catalog.mit.edu/search/?P=14.01 "14.01") \| Principles of Microeconomics 2 \| 12 \| \| [14\.32](https://catalog.mit.edu/search/?P=14.32 "14.32") \| Econometric Data Science \| 12 \| \| Introductory Probability and Statistics \| \| \| \| Select one of the following: \| 12 \| \| \| [14\.30](https://catalog.mit.edu/search/?P=14.30 "14.30") \| Introduction to Statistical Methods in Economics \| \| \| [18\.600](https://catalog.mit.edu/search/?P=18.600 "18.600") \| Probability and Random Variables \| \| \| [6\.3700](https://catalog.mit.edu/search/?P=6.3700 "6.3700") \| Introduction to Probability \| \| \| Data Science \| \| \| \| [6\.3900](https://catalog.mit.edu/search/?P=6.3900 "6.3900") \| Introduction to Machine Learning \| 12 \| \| Project-based \| \| \| \| Select one of the following: \| 9-12 \| \| \| [6\.UAR\[J\]](https://catalog.mit.edu/search/?P=6.UAR "6.UAR[J]") \| Seminar in Undergraduate Advanced Research (12 units, CI-M) \| \| \| [6\.UAT](https://catalog.mit.edu/search/?P=6.UAT "6.UAT") \| Oral Communication (CI-M) \| \| \| [15\.276](https://catalog.mit.edu/search/?P=15.276 "15.276") \| Communicating with Data (CI-M) \| \| \| Select one of the following: \| 12 \| \| \| [14\.05](https://catalog.mit.edu/search/?P=14.05 "14.05") \| Intermediate Macroeconomics (CI-M) 2 \| \| \| [14\.18](https://catalog.mit.edu/search/?P=14.18 "14.18") \| Mathematical Economic Modeling (CI-M) \| \| \| [14\.33](https://catalog.mit.edu/search/?P=14.33 "14.33") \| Research and Communication in Economics: Topics, Methods, and Implementation (CI-M) \| \| \| [14\.35](https://catalog.mit.edu/search/?P=14.35 "14.35") \| Why Markets Fail (CI-M) \| \| \| Elective Subjects \| \| \| \| Select one of the following computer science electives: \| 12 \| \| \| [6\.3260\[J\]](https://catalog.mit.edu/search/?P=6.3260 "6.3260[J]") \| Networks \| \| \| [6\.C571\[J\]](https://catalog.mit.edu/search/?P=6.C571 "6.C571[J]") \| Optimization Methods \| \| \| [15\.053](https://catalog.mit.edu/search/?P=15.053 "15.053") \| Optimization Methods in Business Analytics \| \| \| Select three economics electives from the list below, including at least one subject from each group \| 36 \| \| \| Units in Major \| 177-186 \| \| \| Unrestricted Electives \| 48-63 \| \| \| Units in Major That Also Satisfy the GIRs \| (48-60) \| \| \| Total Units Beyond the GIRs Required for SB Degree \| 180-186 \| \| The units for any subject that counts as one of the 17 GIR subjects cannot also be counted as units required beyond the GIRs. \| \| \| \|---\|---\| \| 1 \| Subject has prerequisites that are outside of the program. \| \| 2 \| [14\.03](https://catalog.mit.edu/search/?P=14.03 "14.03") Microeconomic Theory and Public Policy is also an acceptable option. \| ### Economics Electives \| \| \| \| \|---\|---\|---\| \| Select three of the following, including at least one subject from each group: \| 36 \| \| \| Data Science \| \| \| \| [14\.20](https://catalog.mit.edu/search/?P=14.20 "14.20") \| Industrial Organization: Competitive Strategy and Public Policy \| \| \| [14\.27](https://catalog.mit.edu/search/?P=14.27 "14.27") \| Economics of Digitization \| \| \| [14\.36](https://catalog.mit.edu/search/?P=14.36 "14.36") \| Advanced Econometrics \| \| \| [14\.38](https://catalog.mit.edu/search/?P=14.38 "14.38") \| Inference on Causal and Structural Parameters Using ML and AI \| \| \| [14\.39](https://catalog.mit.edu/search/?P=14.39 "14.39") \| Large-Scale Decision-Making and Inference \| \| \| [14\.41](https://catalog.mit.edu/search/?P=14.41 "14.41") \| Public Finance and Public Policy \| \| \| [14\.42](https://catalog.mit.edu/search/?P=14.42 "14.42") \| Environmental Policy and Economics \| \| \| [14\.43\[J\]](https://catalog.mit.edu/search/?P=14.43 "14.43[J]") \| Economics of Energy, Innovation, and Sustainability \| \| \| [14\.44\[J\]](https://catalog.mit.edu/search/?P=14.44 "14.44[J]") \| Energy Economics and Policy \| \| \| [14\.45\[J\]](https://catalog.mit.edu/search/?P=14.45 "14.45[J]") \| Climate and Energy in the Global Economy \| \| \| [14\.64](https://catalog.mit.edu/search/?P=14.64 "14.64") \| Labor Economics and Public Policy \| \| \| [14\.75](https://catalog.mit.edu/search/?P=14.75 "14.75") \| Political Economy and Economic Development \| \| \| [14\.76](https://catalog.mit.edu/search/?P=14.76 "14.76") \| Firms, Markets, Trade and Growth \| \| \| [15\.780](https://catalog.mit.edu/search/?P=15.780 "15.780") \| Analytics of Operations Management \| \| \| Theory \| \| \| \| [14\.04](https://catalog.mit.edu/search/?P=14.04 "14.04") \| Intermediate Microeconomic Theory \| \| \| [14\.12](https://catalog.mit.edu/search/?P=14.12 "14.12") \| Economic Applications of Game Theory \| \| \| [14\.13](https://catalog.mit.edu/search/?P=14.13 "14.13") \| Psychology and Economics \| \| \| [14\.15\[J\]](https://catalog.mit.edu/search/?P=14.15 "14.15[J]") \| Networks \| \| \| [14\.16](https://catalog.mit.edu/search/?P=14.16 "14.16") \| Strategy and Information \| \| \| [14\.19](https://catalog.mit.edu/search/?P=14.19 "14.19") \| Market Design \| \| \| [14\.26\[J\]](https://catalog.mit.edu/search/?P=14.26 "14.26[J]") \| Organizational Economics \| \| \| [14\.54](https://catalog.mit.edu/search/?P=14.54 "14.54") \| International Trade 1 \| \| \| \| \| \|---\|---\| \| 1 \| Subject has prerequisites that are outside of the program. \| [Admissions](http://mitadmissions.org/apply)[Financial Aid](http://sfs.mit.edu/)[Registrar](http://web.mit.edu/registrar/)[IAP](http://web.mit.edu/iap/)[Summer](https://catalog.mit.edu/summer/)[Professional Education](http://professional.mit.edu/)[MITx](https://www.edx.org/school/mitx)[K-12](https://outreach.mit.edu/)[Campus Map](http://whereis.mit.edu/) [Directories](https://officesdirectory.mit.edu/)[About the Bulletin](https://catalog.mit.edu/about-bulletin/)[Nondiscrimination Policy](https://catalog.mit.edu/nondiscrimination-policy/)[Changes](https://catalog.mit.edu/changelog/)[Help](https://catalog.mit.edu/help/)[Accessibility](https://accessibility.mit.edu/) ![MIT](https://catalog.mit.edu/images/mit-logo-footer.svg) ![MIT Academic Bulletin](https://catalog.mit.edu/images/mit-bulletin-logo-footer-25-26.png) 77 Massachusetts Avenue Cambridge, MA 02139-4307 [Back 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Readable Markdown	[Computer Science, Economics and Data Science](https://catalog.mit.edu/interdisciplinary/undergraduate-programs/degrees/computer-science-economics-data-science/) ## Bachelor of Science in Computer Science, Economics, and Data Science ### General Institute Requirements (GIRs) The General Institute Requirements include a Communication Requirement that is integrated into both the HASS Requirement and the requirements of each major; see details below. \| Summary of Subject Requirements \| Subjects \| \|---\|---\| \| Science Requirement \| 6 \| \| Humanities, Arts, and Social Sciences (HASS) Requirement \[between one and three subjects can be from the Departmental Program\]; at least two of these subjects must be designated as communication-intensive (CI-H) to fulfill the Communication Requirement. \| 8 \| \| Restricted Electives in Science and Technology (REST) Requirement \[can be satisfied by [6\.1200\[J\]](https://catalog.mit.edu/search/?P=6.1200 "6.1200[J]") and [18\.06](https://catalog.mit.edu/search/?P=18.06 "18.06") in the Departmental Program\] \| 2 \| \| Laboratory Requirement (12 units) \[can be satisfied by [14\.32](https://catalog.mit.edu/search/?P=14.32 "14.32") in the Departmental Program\] \| 1 \| \| Total GIR Subjects Required for SB Degree \| 17 \| \| Physical Education Requirement \| \| \|---\|---\| \| Swimming requirement, plus four physical education courses for eight points. \| \| ### Departmental Program Choose at least two subjects in the major that are designated as communication-intensive (CI-M) to fulfill the Communication Requirement. \| \| \| \| \|---\|---\|---\| \| Required Subjects \| Units \| \| \| Mathematics \| \| \| \| [18\.06](https://catalog.mit.edu/search/?P=18.06 "18.06") \| Linear Algebra \| 12 \| \| Computation/Algorithms \| \| \| \| Select 12-18 units of the following: \| 12-18 \| \| \| [6\.1000](https://catalog.mit.edu/search/?P=6.1000 "6.1000") \| Introduction to Programming and Computer Science \| \| \| [6\.100A](https://catalog.mit.edu/search/?P=6.100A "6.100A") & [6\.100B](https://catalog.mit.edu/search/?P=6.100B "6.100B") \| Introduction to Computer Science Programming in Python and Introduction to Computational Thinking and Data Science \| \| \| [6\.100A](https://catalog.mit.edu/search/?P=6.100A "6.100A") & [6\.1010](https://catalog.mit.edu/search/?P=6.1010 "6.1010") \| Introduction to Computer Science Programming in Python and Fundamentals of Programming \| \| \| [6\.1200\[J\]](https://catalog.mit.edu/search/?P=6.1200 "6.1200[J]") \| Mathematics for Computer Science \| 12 \| \| [6\.1210](https://catalog.mit.edu/search/?P=6.1210 "6.1210") \| Introduction to Algorithms \| 12 \| \| [6\.1220\[J\]](https://catalog.mit.edu/search/?P=6.1220 "6.1220[J]") \| Design and Analysis of Algorithms \| 12 \| \| Economics \| \| \| \| [14\.01](https://catalog.mit.edu/search/?P=14.01 "14.01") \| Principles of Microeconomics 2 \| 12 \| \| [14\.32](https://catalog.mit.edu/search/?P=14.32 "14.32") \| Econometric Data Science \| 12 \| \| Introductory Probability and Statistics \| \| \| \| Select one of the following: \| 12 \| \| \| [14\.30](https://catalog.mit.edu/search/?P=14.30 "14.30") \| Introduction to Statistical Methods in Economics \| \| \| [18\.600](https://catalog.mit.edu/search/?P=18.600 "18.600") \| Probability and Random Variables \| \| \| [6\.3700](https://catalog.mit.edu/search/?P=6.3700 "6.3700") \| Introduction to Probability \| \| \| Data Science \| \| \| \| [6\.3900](https://catalog.mit.edu/search/?P=6.3900 "6.3900") \| Introduction to Machine Learning \| 12 \| \| Project-based \| \| \| \| Select one of the following: \| 9-12 \| \| \| [6\.UAR\[J\]](https://catalog.mit.edu/search/?P=6.UAR "6.UAR[J]") \| Seminar in Undergraduate Advanced Research (12 units, CI-M) \| \| \| [6\.UAT](https://catalog.mit.edu/search/?P=6.UAT "6.UAT") \| Oral Communication (CI-M) \| \| \| [15\.276](https://catalog.mit.edu/search/?P=15.276 "15.276") \| Communicating with Data (CI-M) \| \| \| Select one of the following: \| 12 \| \| \| [14\.05](https://catalog.mit.edu/search/?P=14.05 "14.05") \| Intermediate Macroeconomics (CI-M) 2 \| \| \| [14\.18](https://catalog.mit.edu/search/?P=14.18 "14.18") \| Mathematical Economic Modeling (CI-M) \| \| \| [14\.33](https://catalog.mit.edu/search/?P=14.33 "14.33") \| Research and Communication in Economics: Topics, Methods, and Implementation (CI-M) \| \| \| [14\.35](https://catalog.mit.edu/search/?P=14.35 "14.35") \| Why Markets Fail (CI-M) \| \| \| Elective Subjects \| \| \| \| Select one of the following computer science electives: \| 12 \| \| \| [6\.3260\[J\]](https://catalog.mit.edu/search/?P=6.3260 "6.3260[J]") \| Networks \| \| \| [6\.C571\[J\]](https://catalog.mit.edu/search/?P=6.C571 "6.C571[J]") \| Optimization Methods \| \| \| [15\.053](https://catalog.mit.edu/search/?P=15.053 "15.053") \| Optimization Methods in Business Analytics \| \| \| Select three economics electives from the list below, including at least one subject from each group \| 36 \| \| \| Units in Major \| 177-186 \| \| \| Unrestricted Electives \| 48-63 \| \| \| Units in Major That Also Satisfy the GIRs \| (48-60) \| \| \| Total Units Beyond the GIRs Required for SB Degree \| 180-186 \| \| The units for any subject that counts as one of the 17 GIR subjects cannot also be counted as units required beyond the GIRs. \| \| \| \|---\|---\| \| 1 \| Subject has prerequisites that are outside of the program. \| \| 2 \| [14\.03](https://catalog.mit.edu/search/?P=14.03 "14.03") Microeconomic Theory and Public Policy is also an acceptable option. \| ### Economics Electives \| \| \| \| \|---\|---\|---\| \| Select three of the following, including at least one subject from each group: \| 36 \| \| \| Data Science \| \| \| \| [14\.20](https://catalog.mit.edu/search/?P=14.20 "14.20") \| Industrial Organization: Competitive Strategy and Public Policy \| \| \| [14\.27](https://catalog.mit.edu/search/?P=14.27 "14.27") \| Economics of Digitization \| \| \| [14\.36](https://catalog.mit.edu/search/?P=14.36 "14.36") \| Advanced Econometrics \| \| \| [14\.38](https://catalog.mit.edu/search/?P=14.38 "14.38") \| Inference on Causal and Structural Parameters Using ML and AI \| \| \| [14\.39](https://catalog.mit.edu/search/?P=14.39 "14.39") \| Large-Scale Decision-Making and Inference \| \| \| [14\.41](https://catalog.mit.edu/search/?P=14.41 "14.41") \| Public Finance and Public Policy \| \| \| [14\.42](https://catalog.mit.edu/search/?P=14.42 "14.42") \| Environmental Policy and Economics \| \| \| [14\.43\[J\]](https://catalog.mit.edu/search/?P=14.43 "14.43[J]") \| Economics of Energy, Innovation, and Sustainability \| \| \| [14\.44\[J\]](https://catalog.mit.edu/search/?P=14.44 "14.44[J]") \| Energy Economics and Policy \| \| \| [14\.45\[J\]](https://catalog.mit.edu/search/?P=14.45 "14.45[J]") \| Climate and Energy in the Global Economy \| \| \| [14\.64](https://catalog.mit.edu/search/?P=14.64 "14.64") \| Labor Economics and Public Policy \| \| \| [14\.75](https://catalog.mit.edu/search/?P=14.75 "14.75") \| Political Economy and Economic Development \| \| \| [14\.76](https://catalog.mit.edu/search/?P=14.76 "14.76") \| Firms, Markets, Trade and Growth \| \| \| [15\.780](https://catalog.mit.edu/search/?P=15.780 "15.780") \| Analytics of Operations Management \| \| \| Theory \| \| \| \| [14\.04](https://catalog.mit.edu/search/?P=14.04 "14.04") \| Intermediate Microeconomic Theory \| \| \| [14\.12](https://catalog.mit.edu/search/?P=14.12 "14.12") \| Economic Applications of Game Theory \| \| \| [14\.13](https://catalog.mit.edu/search/?P=14.13 "14.13") \| Psychology and Economics \| \| \| [14\.15\[J\]](https://catalog.mit.edu/search/?P=14.15 "14.15[J]") \| Networks \| \| \| [14\.16](https://catalog.mit.edu/search/?P=14.16 "14.16") \| Strategy and Information \| \| \| [14\.19](https://catalog.mit.edu/search/?P=14.19 "14.19") \| Market Design \| \| \| [14\.26\[J\]](https://catalog.mit.edu/search/?P=14.26 "14.26[J]") \| Organizational Economics \| \| \| [14\.54](https://catalog.mit.edu/search/?P=14.54 "14.54") \| International Trade 1 \| \| \| \| \| \|---\|---\| \| 1 \| Subject has prerequisites that are outside of the program. \|
Shard	180 (laksa)
Root Hash	10722954425220430980
Unparsed URL	edu,mit!catalog,/degree-charts/computer-science-economics-data-science-course-6-14/ s443