Kompilasi Public/Open Dataset

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Open/Public Dataset bermanfaat untuk beberapa hal:

  1. Saat mengerjakan project (e.g. aplikasi online/GIS) yang membutuhkan data sebagai input.
  2. Saat mengajar mata kuliah di Statistik, Data Mining, atau Machine learning, sebagai ilustrasi bagaimana suatu model bekerja dan properties-nya.
  3. Saat memberi tugas ke mahasiswa di mata kuliah-mata kuliah tersebut diatas.
  4. Saat penelitian yang mengusulkan (propose) model baru. Kita membutuhkan open/public dataset sebagai benchmark model yang kita ajukan dengan model (state of the art) yang ada sebelumnya.
  5. Saat melakukan review/survey beberapa metode di Statistik/data mining.
  6. Bagi mahasiswa/pelajar/umum untuk latihan menggunakan software atau belajar suatu metode tertentu.

Berikut ini adalah kompilasi dataset repositories untuk tujuan-tujuan diatas atau tujuan lain. Jika mengetahui sumber data lain yang mungkin bermanfaat bagi orang lain, mohon untuk menginformasikan lewat kolom komentar di bawah agar saya bisa update list-nya (terima kasih sebelumnya).

Basis Data Indonesia:

  1. Dataset Indonesia [data.go.id]
  2. Badan Pusat Statistik (BPS): (Hanya summary data).
  3. UN unglobalpulse research Data on Indonesia
  4. Global Open data Index Indonesia
  5. World bank Data on Indonesia
  6. OECD Data Indonesia
  7. Data Wilayah Indonesia dari Kemendagri
  8. Harga Pangan
  9. Harga Komoditi

Basis Data (Datasets) Umum:

  1. UC Irvine Machine Learning Repository
  2. National Flight Data Center (NFDC)
  3. FAA Data & Research
  4. Flight Delay Information
  5. FAA Aviation Safety Information Analysis and Sharing (ASIAS)
  6. Aircraft Situation Display to Industry (ASDI)
  7. NTSB Accident Database & Synopses
  8. OpenFlights.org
  9. The Center for Innovation in Engineering and Science Education Real time data sites
  10. MIT Airline Data Project
  11. Space – Real-Time Space Weather Data Sources
  12. Politics – Data on the U.S. Congress – A Joint Effort from Brookings and the American Enterprise Institute
  13. Sports – Open Sports Data/API
  14. Sports – Football (Soccer) Stats
  15. Government  – Public Government Data Sets
  16. U.S. Department of Homeland Security Data
  17. Public Data for the State of Utah
  18. Finding Data on the Internet – Inside-R
  19. Nathan Yau’s collection of data sets
  20. Dr. Jerry A. Smith’s Favorite Data sets
  21. Hilary Mason’s “Research Quality” Data-sets
  22. Peter Skomoroch’s list of data sets on Delicious
  23. Data Wrangling blog data set list
  24. DonorsChoose.org – Hacking Education: A Contest for Developers and Data Crunchers
  25. Datasets for “The Elements of Statistical Learning”
  26. Enron Email Dataset
  27. Yandex
  28. The Data Page
  29. Public Data Sets on Amazon
  30. Miami School of Business Statistical Data Sets
  31. Public data put to good use
  32. ASU GeoDA Center Data
  33. European Cities 1M Data Sets
  34. University of Edinburgh School of Informatics Data Sets for Data Mining
  35. Opinion Mining, Sentiment Analysis, and Opinion Spam Detection
  36. Quandl – Intelligenct search for numerical data
  37. Gephi Graph Visualization Sample Data Sets
  38. CitiBike, by NYC Bike Share – Station data
  39. Large Datasets 
  40. Air Quality Notifications
  41. The GDELT Project – Global Database of Events, Language, and Tone
  42. http://www.kdnuggets.com/datasets/index.html
  43. http://goo.gl/9eNqFq  [more from KDNugets]
  44. http://archive.ics.uci.edu/ml/
  45. http://www.stat.ucla.edu/data/
  46. http://lib.stat.cmu.edu/
  47. http://www.umass.edu/statdata/statdata/
  48. http://datamarket.com/data/list/?q=provider:tsdl
  49. http://lib.stat.cmu.edu/DASL/
  50. http://www.statsci.org/data/index.html
  51. http://trec.nist.gov/data.html
  52. http://graphlab.org/resources/datasets.html
  53. http://www.scaleunlimited.com/datasets/public-datasets/
  54. http://www.datawrangling.com/some-datasets-available-on-the
  55. web
  56. http://www.inf.ed.ac.uk/teaching/courses/dme/html/datasets0405.html
  57. http://pami.uwaterloo.ca/~hammouda/webdata/
  58. http://www.daviddlewis.com/resources/testcollections/reuters21578/
  59. http://dumps.wikimedia.org/
  60. http://www.cs.cmu.edu/~WebKB/
  61. http://www.uco.es/~in1rosaj/utiles/datasets.html
  62. http://www.ke.tu-darmstadt.de/resources/eurlex/eurlex.html
  63. KEEL

Semoga bermanfaat,

Cheers,

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