This document discusses the history and growth of R, an open-source programming language popular for statistical analysis and graphics. Some key points: - R was created in 1993 at the University of Auckland by Robert Gentleman and Ross Ihaka. It has since grown significantly, with over 5,800 available packages as of November 2014. - R has surged in popularity for analyzing big data, and is now one of the top 10 most popular programming languages. It is especially useful for statistical analysis, data science, and machine learning. - The usage of R is increasing in various industries for working with large and complex data sources. Companies are using it to gain insights from big data and make data-driven

1. ศᯒ㠉࿨䛜䜒䛯䜙䛩䝡䝑䜾䝕䞊䝍䛾ୡ⏺
ᰴᘧ఍♫KSK䜰䝘䝸䝔䜱䜽䝇
2014ᖺ11᭶6᪥
䝕䞊䝍䜰䝘䝸䝇䝖䚷໭ᓥ䚷⪽
cloudera
World
Tokyo
2014

2. 1993ᖺ
஧ே䛾኱Ꮫᩍᤵ䚸Robert
Gentleman䛸
Ross
Ihaka䛜㛤Ⓨ㛤ጞ
䜸䞊䝥䞁䝋䞊䝇R
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3. 1993ᖺ
஧ே䛾኱Ꮫᩍᤵ䚸Robert
Gentleman䛸
Ross
Ihaka䛜㛤Ⓨ㛤ጞ
2000ᖺ
Version
1.0䛾䝸䝸䞊䝇㻌
䜸䞊䝥䞁䝋䞊䝇R
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4. 1993ᖺ
஧ே䛾኱Ꮫᩍᤵ䚸Robert
Gentleman䛸
Ross
Ihaka䛜㛤Ⓨ㛤ጞ
2000ᖺ
Version
1.0䛾䝸䝸䞊䝇㻌
⌧ᅾ䠄2014ᖺ11᭶䠅
Version
3.1.2䛾䝸䝸䞊䝇
䝟䝑䜿䞊䝆ᩘ䜒ከ䛟䛂R䛷ฟ᮶䛺䛔ศᯒ䛿↓䛔䛃䚸
ୡ⏺୰䛾R฼⏝⪅䛿250୓ே௨ୖ䚸䛸ゝ䜟䜜䜛
䜋䛹䛻ᡂ㛗
䜸䞊䝥䞁䝋䞊䝇R
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5. ୡ⏺䛷᭱䜒౑䜟䜜䛶䛔䜛ศᯒ䝋䝣䝖
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www.rexeranalyBcs.com

6. ୡ⏺䛷᭱䜒౑䜟䜜䛶䛔䜛ศᯒ䝋䝣䝖
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7. ୡ⏺䛷᭱䜒౑䜟䜜䛶䛔䜛ศᯒ䝋䝣䝖
R䛳䛶䛔䛴䛛䜙
䛭䜣䛺䛻౑䜟䜜䛶䜛䛾䠛
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8. ศᯒ⪅䛾R฼⏝⋡䛿ቑຍഴྥ
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9. ศᯒ⪅䛾R฼⏝⋡䛿ቑຍഴྥ
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10. ศᯒ⪅䛾R฼⏝⋡䛿ቑຍഴྥ
ศᯒ⪅䛾୰䛷R䛾
฼⏝⪅䛿70%
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11. ศᯒ⪅䛾R฼⏝⋡䛿ቑຍഴྥ
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12. ศᯒ⪅䛾R฼⏝⋡䛿ቑຍഴྥ
㏆ᖺ䛾ቑຍ⋡䛜≉䛻䛩䛤䛔
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13. ศᯒ⪅䛾R฼⏝⋡䛿ቑຍഴྥ
©
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14. ศᯒ⪅䛾R฼⏝⋡䛿ቑຍഴྥ
©
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15. ศᯒ⪅䛾R฼⏝⋡䛿ቑຍഴྥ
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ศᯒ⪅䛾24%䛜R䜢
䝯䜲䞁䝒䞊䝹䛸䛧䛶฼⏝

16. ฼⏝ྍ⬟䛺䝟䝑䜿䞊䝆ᩘ䛿ቑຍഴྥ
hPp://r4stats.com/©
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Partner arBcles/popularity/

17. ฼⏝ྍ⬟䛺䝟䝑䜿䞊䝆ᩘ䛿ቑຍഴྥ
hPp://r4stats.com/arBcles/popularity/
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5,846
䠄2014ᖺ11᭶⌧ᅾ䠅
nrow(available.packages())

18. ฼⏝ྍ⬟䛺䝟䝑䜿䞊䝆ᩘ䛿ቑຍഴྥ
hPp://r4stats.com/arBcles/popularity/
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5,846
䠄2014ᖺ11᭶⌧ᅾ䠅
nrow(available.packages())
ᣦᩘ㛵ᩘⓗ䛻ቑຍ୰

19. 䝟䝑䜿䞊䝆䛷ᵝ䚻䛺ศᯒ䛜ྍ⬟䛻
hPp://www.maths.lancs.ac.uk/~rowlings/R/TaskViews/
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20. 䝟䝑䜿䞊䝆䛷Hadoop䜒
hPps://github.©
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21. 䝥䝻䜾䝷䝭䞁䜾ゝㄒ䛾ேẼ䝷䞁䜻䞁䜾䜢ㄪᰝ
䠄䜹䝔䝂䝸䞊䜢䛂ศᯒ䛃䛻≉໬䛧䛶䛔䛺䛔ㄪᰝ䛷䛩䠅
䛂X
programming䛃㻌䛾᳨⣴ᩘ䜢ᣦᶆ໬䚷䈜X䛻䛿䝥䝻䜾䝷䝭䞁䜾ゝㄒྡ䛜ධ䜛䚹
Google᳨⣴䚸Google䝖䝺䞁䝗䜔TwiPer,
GitHub,
Stack
Overflow䛺䛹10䛾䝋䞊䝇
䜢⏝䛔䛶ᐈほⓗ䛻䝥䝻䜾䝷䝭䞁䜾ゝㄒ䛾ேẼ䜢ㄪᰝ䛧䛶䛔䜛
hPp://spectrum.ieee.org/staBc/interacBve-­‐the-­‐top-­‐programming-­‐languages
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22. 䝥䝻䜾䝷䝭䞁䜾ゝㄒ䛾ேẼ䝷䞁䜻䞁䜾䜢ㄪᰝ
hPp://spectrum.ieee.org/staBc/interacBve-­‐the-­‐top-­‐programming-­‐languages
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23. 䝥䝻䜾䝷䝭䞁䜾ゝㄒ䛾ேẼ䝷䞁䜻䞁䜾䜢ㄪᰝ
hPp://spectrum.ieee.org/staBc/interacBve-­‐the-­‐top-­‐programming-­‐languages
©
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24. 䝥䝻䜾䝷䝭䞁䜾ゝㄒ䛾ேẼ䝷䞁䜻䞁䜾䜢ㄪᰝ
hPp://spectrum.ieee.org/staBc/interacBve-­‐the-­‐top-­‐programming-­‐languages
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R䛿➨9఩䛻䝷䞁䜽䜲䞁

25. 䝥䝻䜾䝷䝭䞁䜾ゝㄒ䛾ேẼ䝷䞁䜻䞁䜾䜢ㄪᰝ
hPp://spectrum.ieee.org/staBc/interacBve-­‐the-­‐top-­‐programming-­‐languages
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26. 䝥䝻䜾䝷䝭䞁䜾ゝㄒ䛾ேẼ䝷䞁䜻䞁䜾䜢ㄪᰝ
R䛸ྠ䛨䜹䝔䝂䝸䞊䛻ศ㢮䛥䜜䜛
SAS䛸ẚ㍑䛧䛶䜒ேẼ䛾㧗䛥䛜ఛ䛘䜛
hPp://spectrum.ieee.org/staBc/interacBve-­‐the-­‐top-­‐programming-­‐languages
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27. ୍᪉䚸䝡䝑䜾䝕䞊䝍䛾ୡ⏺䛿䞉䞉䞉
©
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28. hPp://www.datacenterjournal.com/it/birth-­‐death-­‐big-­‐data/
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29. hPp://www.datacenterjournal.com/it/birth-­‐death-­‐big-­‐data/
©
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30. hPp://www.datacenterjournal.com/it/birth-­‐death-­‐big-­‐data/
©
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Partner

31. hPp://www.datacenterjournal.com/it/birth-­‐death-­‐big-­‐data/
©
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32. ᆅ⌫ୖ䛾䛩䜉䛶䛾ே䛻5000GB䜢
㉸䛘䜛᝟ሗ㔞䛜䛒䜛᫬௦
hPp://www.datacenterjournal.com/it/birth-­‐death-­‐big-­‐data/
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33. 䜂䛯䛩䜙ቑ䛘䛶䛔䛟䞉䞉䞉
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34. 䜂䛯䛩䜙ቑ䛘䛶䛔䛟䞉䞉䞉
2010ᖺ䛾య㔜䛜123kg䛰䛸䛩䜜䜀䚸
2020ᖺ䛻䛿4000kg(4䝖䞁)䛻䛺䜛
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35. ศᯒ⪅䜔ศᯒᴗົ䜒ቑ䛘䛶䛝䛯䛾䛻䞉䞉䞉
©
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36. 䚷䚷䚷䛿ᵝ䚻䛺ศᯒ䛜䛷䛝䛶䚸
⣲ᬕ䜙䛧䛔䛡䜜䛹䞉䞉䞉
©
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37. 䚷䚷䚷䛿ᵝ䚻䛺ศᯒ䛜䛷䛝䛶䚸
⣲ᬕ䜙䛧䛔䛡䜜䛹䞉䞉䞉
䝡䝑䜾䝕䞊䝍䛻䛺䜛䛸䞉䞉䞉
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38. 㔜䛔
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39. 䛛䛺䜚ᚲṚ
㔜䛔
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40. 䛛䛺䜚ᚲṚ
ᐇ⾜㏿ᗘ䛜㔜䛔
኱つᶍ䝕䞊䝍䛜㔜䛔
䞉䞉䞉䛸䛔䛖䛛ᢅ䛘䛺䛔
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41. ศᯒ㠉࿨䛜䜒䛯䜙䛩䝡䝑䜾䝕䞊䝍䛾ୡ⏺

42. 䈜GLM䠖୍⯡໬⥺ᙧ䝰䝕䝹
䝕䞊䝍௳ᩘ
኱つᶍ䝕䞊䝍䛾ᐇ⾜㏿ᗘ䜢ẚ㍑
᫬㛫䠄⛊䠅
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43. 䈜GLM䠖୍⯡໬⥺ᙧ䝰䝕䝹
䝕䞊䝍௳ᩘ
኱つᶍ䝕䞊䝍䛾ᐇ⾜㏿ᗘ䜢ẚ㍑
᫬㛫䠄⛊䠅
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44. 䈜GLM䠖୍⯡໬⥺ᙧ䝰䝕䝹
኱つᶍ䝕䞊䝍䛾ᐇ⾜㏿ᗘ䜢ẚ㍑
䜸䞊䝥䞁䝋䞊䝇R䛿䝕䞊䝍௳ᩘ䛜25୓௳䛷⣙80⛊
䝕䞊䝍௳ᩘ
᫬㛫䠄⛊䠅
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45. 䈜GLM䠖୍⯡໬⥺ᙧ䝰䝕䝹
䝕䞊䝍௳ᩘ
኱つᶍ䝕䞊䝍䛾ᐇ⾜㏿ᗘ䜢ẚ㍑
᫬㛫䠄⛊䠅
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46. 䈜GLM䠖୍⯡໬⥺ᙧ䝰䝕䝹
኱つᶍ䝕䞊䝍䛾ᐇ⾜㏿ᗘ䜢ẚ㍑
䝺䝪䝸䝳䞊䝅䝵䞁R䛿䝕䞊䝍௳ᩘ䛜500୓௳䛷10⛊௨ୗ
䝕䞊䝍௳ᩘ
᫬㛫䠄⛊䠅
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47. 䈜GLM䠖୍⯡໬⥺ᙧ䝰䝕䝹
኱つᶍ䝕䞊䝍䛾ᐇ⾜㏿ᗘ䜢ẚ㍑
䝺䝪䝸䝳䞊䝅䝵䞁R䛿䝕䞊䝍௳ᩘ䛜500୓௳䛷10⛊௨ୗ
䝕䞊䝍௳ᩘ
᫬㛫䠄⛊䠅
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48. 䈜GLM䠖୍⯡໬⥺ᙧ䝰䝕䝹
኱つᶍ䝕䞊䝍䛾ᐇ⾜㏿ᗘ䜢ẚ㍑
䝺䝪䝸䝳䞊䝅䝵䞁R䛿䝕䞊䝍௳ᩘ䛜500୓௳䛷10⛊௨ୗ
䝕䞊䝍௳ᩘ
᫬㛫䠄⛊䠅
䛧䛛䜒䚸䝯䝰䝸8GB䛾ᬑ㏻䛾䝜䞊䝖PC䛷
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49. 㻾䝴䞊䝄䞊䛷䛒䜜䜀⛣⾜䛿䝇䝮䞊䝈
䜸䞊䝥䞁䝋䞊䝇R䛾グ㍕౛
䝺䝪䝸䝳䞊䝅䝵䞁R䠄ScaleR)䛾グ㍕౛
᪤Ꮡ䛾R䝴䞊䝄䞊䛻䛸䛳䛶䛿䚸
᪂䛧䛔䝟䝑䜿䞊䝆䜢౑䛖ឤぬ䛷䛩

50. 䝕䞊䝍ຍᕤ
ScaleR䛾ᑐᛂ䛧䛶䛔䜛ᶵ⬟
§ 䝕䞊䝍䛾ㄞ䜏㎸䜏䠄SAS,
SPSS,
OBDC᥋⥆䛺䛹䠅
§ ኚᩘసᡂ䚸ኚ᥮
§ ኚᩘಖᏑ䚸Factorኚᩘฎ⌮
§ Ḟᦆ್ฎ⌮
§ ୪䜃᭰䛘䚸䝕䞊䝍⤖ྜ䚸ศ๭
§ 䜹䝔䝂䝸䞊ẖ䛾₇⟬㻌(ᖹᆒ䜔ྜィ䛺䛹)
ᇶ♏⤫ィ
§ ᭱ᑠ,᭱኱,ᖹᆒ,୰ኸ್
§ ᅄศ఩
§ ᶆ‽೫ᕪ
§ ศᩓ
§ ┦㛵ಀᩘ
§ ඹศᩓ
§ ᖹ᪉࿴
§ 䝸䝇䜽䞉䜸䝑䝈ẚ
§ 䜽䝻䝇㞟ィ䛚䜘䜃䛭䛾䝃䝬䝸䞊ฟຊ
᳨ᐃ
§ 䜹䜲஧஌᳨ᐃ
§ 䜿䞁䝗䞊䝹䛾㡰఩┦㛵
§ 䝣䜱䝑䝅䝱䞊䛾ṇ☜☜⋡᳨ᐃ
§ T᳨ᐃ䠄Student’s
t-­‐Test䠅
䝃䞁䝥䝸䞁䜾
§ 䝃䝤䝃䞁䝥䝸䞁䜾䠄⾜䝕䞊䝍䛚䜘䜃ኚᩘ䠅
§ 䝷䞁䝎䝮䝃䞁䝥䝹
ண 䝰䝕䝹
§ ᖹ᪉࿴
§ 㔜ᅇᖐศᯒ
§ ୍⯡໬⥺ᙧ䝰䝕䝹䠄GLM䠅family䝟䝷䝯䞊䝍䛾ᣦᐃ䠖
binomial,
Gaussian,
inverse
Gaussian,
Poisson,
Tweedie.
Standard
link
funcBons:
cauchit,
idenBty,
log,
logit,
probit䚸䝴䞊䝄䞊ᐃ⩏䜔䝸䞁䜽ᶵ⬟
§ ศᩓඹศᩓ⾜ิ䚸┦㛵⾜ิ
§ 䝻䝆䝇䝔䜱䝑䜽ᅇᖐ
§ ศ㢮ᮌ䚸ᅇᖐᮌ
§ ண 䚸䝇䝁䜰䝸䞁䜾䝰䝕䝹
§ ṧᕪ
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ኚᩘ㑅ᢥ
§ 䝇䝔䝑䝥䝽䜲䝈ᅇᖐ
䝅䝭䝳䝺䞊䝅䝵䞁
§ 䝅䝭䝳䝺䞊䝅䝵䞁
(౛㻌䝰䞁䝔䜹䝹䝻)
§ 䝟䝷䝺䝹䝷䞁䝎䝮䝘䞁䝞䞊䝆䜵䝛䝺䞊䝍
䜽䝷䝇䝍䞊ศᯒ
§ K-­‐Means
ศ㢮
§ Ỵᐃᮌ
§ 䝷䞁䝎䝮䝣䜷䝺䝇䝖
䝁䞁䝡䝛䞊䝅䝵䞁
rxDataStep䛸rxExec䛷open
source
R䛸
RevoluBon
R
Enterprise䜢㐃ᦠ䛷䛝䜛

51. Hadoop⎔ቃ䛷䛾ᐇ⾜
䝕䞊䝍䝧䞊䝇ෆᐇ⾜
୪ิ䝴䞊䝄䞊䝁䞊䝗
୪ิศᩓฎ⌮
୪ิฎ⌮
䝬䝹䝏䝇䝺䝑䝗ᐇ⾜
᭱㐺䛺䝯䝰䝸⟶⌮
ᩘ್₇⟬䝷䜲䝤䝷䝸䞊
R+CRAN
ScaleR
ScaleR
ScaleR
ScaleR
DistributedR
DistributedR
DistributedR
Revolution R Open䠄↓ᩱ䠅
䜸䞊䝥䞁䝋䞊䝇䚷R
䝕䞊䝍㔞䞉ศᯒ
㏿ᗘ䛻ᑐ䛩䜛
䝟䝣䜷䞊䝬䞁䝇
©
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Inc.,
RevoluBon
AnalyBcs
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52. 䝡䝑䜾䝕䞊䝍䛾ୡ⏺
Hadoop⎔ቃ䛷䛾ᐇ⾜
䝕䞊䝍䝧䞊䝇ෆᐇ⾜
୪ิ䝴䞊䝄䞊䝁䞊䝗
୪ิศᩓฎ⌮
୪ิฎ⌮
䝬䝹䝏䝇䝺䝑䝗ᐇ⾜
᭱㐺䛺䝯䝰䝸⟶⌮
ᩘ್₇⟬䝷䜲䝤䝷䝸䞊
R+CRAN
ScaleR
ScaleR
ScaleR
ScaleR
DistributedR
DistributedR
DistributedR
Revolution R Open䠄↓ᩱ䠅
䜸䞊䝥䞁䝋䞊䝇䚷R
䝕䞊䝍㔞䞉ศᯒ
㏿ᗘ䛻ᑐ䛩䜛
䝟䝣䜷䞊䝬䞁䝇
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Inc.,
RevoluBon
AnalyBcs
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Partner

53. ©
KSK
AnalyBcs
Inc.,
RevoluBon
AnalyBcs
Japan
Partner

54. Java䛾Map-­‐Reduce䛷ᅇᖐศᯒ
Data
setup
Mapper
Reducer
⣙100⾜䛾Java䝁䞊䝗
䠄䝉䝑䝖䜰䝑䝥䜒ྵ䜐䠅
©
KSK
AnalyBcs
Inc.,
RevoluBon
AnalyBcs
Japan
Partner

55. RevoluBon
R
Enterprise䛷ᅇᖐศᯒ
R䛾ᐇ⾜䛿䛯䛳䛯2⾜
©
KSK
AnalyBcs
Inc.,
RevoluBon
AnalyBcs
Japan
Partner
䠄Hadoop⎔ቃ䠅

56. Complex
Basic
analyBcs
RRE
with
Hadoop
©
KSK
AnalyBcs
Inc.,
RevoluBon
AnalyBcs
Japan
Partner

57. Complex
Basic
analyBcs
RRE
with
Hadoop
©
KSK
AnalyBcs
Inc.,
RevoluBon
AnalyBcs
Japan
Partner

58. Complex
Basic
analyBcs
RRE
with
Hadoop
Rゝㄒ䛰䛡䛷OK
©
KSK
AnalyBcs
Inc.,
RevoluBon
AnalyBcs
Japan
Partner

59. Hadoop䛛?䚷䝃䞊䝞䞊1ྎ䛛?
ศᯒ䛧䛯䛔䝕䞊䝍㔞䛜100GB䛰䛸䛩䜛䛸䞉䞉䞉
©
KSK
AnalyBcs
Inc.,
RevoluBon
AnalyBcs
Japan
Partner
䝃䞊䝞䞊1ྎ䠄8䝁䜰䠅
Hadoop䜽䝷䝇䝍8ྎ

60. Hadoop䛛?䚷䝃䞊䝞䞊1ྎ䛛?
ศᯒ䛧䛯䛔䝕䞊䝍㔞䛜100GB䛰䛸䛩䜛䛸䞉䞉䞉
Hadoop䜽䝷䝇䝍8ྎ
©
KSK
AnalyBcs
Inc.,
RevoluBon
AnalyBcs
Japan
Partner
䝃䞊䝞䞊1ྎ䠄8䝁䜰䠅
ᴫ䛽䚸䝃䞊䝞䞊1ྎ䛾᪉䛜8ಸࠥ10ಸ䛾㏿ᗘ䛷᪩䛔䛷䛩䚹
䚷䚷䚷䠄䈜䝕䞊䝍㔞䛜1TB௨ୖ䛰䛸Hadoop䜢䜸䝇䝇䝯䛧䜎䛩䠅

61. ᑟධᐇ⦼䚷⡿ᅜෆ200♫௨ୖ䚸ୡ⏺䛷䛿2000♫௨ୖ
Finance
Insurance
Healthcare
Life
Sciences
Academic
Gov’t
Consumer
Info
Svcs
Manuf
Tech
©
KSK
AnalyBcs
Inc.,
RevoluBon
AnalyBcs
Japan
Partner

62. 䝡䝑䜾䝕䞊䝍䛾ୡ⏺
ࠥ஦౛⤂௓ࠥ
©
KSK
AnalyBcs
Inc.,
RevoluBon
AnalyBcs
Japan
Partner

63. ஦౛⤂௓䠍
௻ᴗᴫせ
䝬䝹䝏䝏䝱䝛䝹䞉䝬䞊䜿䝔䜱䞁䜾䛸ศᯒ䝋䝣䝖䜴䜵䜰䛾㛤Ⓨ䜢⾜
䛔䜽䝷䜲䜰䞁䝖䛻䝃䞊䝡䝇䛾ᥦ౪䜢⾜䛖䚹ᡂ㛗௻ᴗ䛷䛒䜚䜲䝜
䝧䞊䝔䜱䝤䚸㧗䛔䝁䝇䝖ព㆑䜢ᣢ䛴䚹᪥ḟ䛷50୓௳䛾䝇䝁䜰䝸
䞁䜾䜢⾜䛖䛜᫬㛫䛜䛛䛛䜛䛣䛸䛜ㄢ㢟
୺䛺ືస⎔ቃ
Hadoopୖ䛷RevoluBon
R
Enterprise䜢฼⏝
䠄䛣䜜䜎䛷䛿SAS䛸Open
Source
R䜢฼⏝䠅
©
KSK
AnalyBcs
Inc.,
RevoluBon
AnalyBcs
Japan
Partner

64. ஦౛⤂௓䠍
䝋䝸䝳䞊䝅䝵䞁
4ಸ௨ୖ䛾㏿ᗘᨵၿ
DataSong䛾㢳ᐈ䛾୍䛴䛷䛒䜛䜴䜱䝸䜰䝮䝈䞉䝋䝜䝬䠄䜻䝑䝏䞁⏝
ရྲྀᢅ䠅䛻ᑐ䛧䚸ศᯒ⎔ቃ䛜኱つᶍ䛛䛴ᣑᙇྍ⬟䛻䛺䛳䛯䛣
䛸䛷䚸ᙼ䜙䛾䛚ᐈ䛥䜎୍ே䜂䛸䜚䛾᭱㐺໬䜢䝃䝫䞊䝖䛷䛝䛯䚹
୍䛴䛾䜻䝱䞁䝨䞊䞁㈝䛰䛡䛷25୓䝗䝹䛾๐ῶ䛻䛴䛺䛜䜛䚹
䝡䝑䜾䝕䞊䝍䛻ᑐ䛧䛶ඛ㐍ⓗ䛺ᡭἲ䛷䛒䜛୍⯡໬ຍἲ䝰䝕䝹
䛻䜘䜛⏕Ꮡ᫬㛫ศᯒ䜢⏝䛔䜛䛣䛸䛷㎿㏿䛺㛤Ⓨ䛸㢳ᐈู䛾ᒎ
㛤䛜ྍ⬟䛻䛺䛳䛯
©
KSK
AnalyBcs
Inc.,
RevoluBon
AnalyBcs
Japan
Partner

65. ஦౛⤂௓䠍
䛂⚾㐩䛾䝕䞊䝍䛿᪤䛻䝔䝷䝞䜲䝖⣭䛻㐩䛧䚸௒ᚋ䜒ᛴ㏿䛻ቑ䛘
⥆䛡䛶䛔䜛䛣䛸䛛䜙䚸RevoluBon
R
Enterprise䛾኱つᶍ䛛䛴ᣑ
ᙇྍ⬟䛺⎔ቃ䜢㑅ᢥ䛧䜎䛧䛯䚹50୓௳䜢ᚑ᮶䛾4ಸ௨ୖ䛾㏿
ᗘ䛷ฎ⌮䛥䜜䛶䛔䜎䛩䚹䛭䛾㏿ᗘ䛜ぢ஦䛻ᶵ⬟䛧䛶䛔䜎䛩䛃
©
KSK
AnalyBcs
Inc.,
RevoluBon
AnalyBcs
Japan
Partner
DataSong
CEO,
John
Wallace
䛚ᐈ䛥䜎䛾ኌ

66. ஦౛⤂௓䠎
௻ᴗᴫせ
䝭䝳䞊䝅䜾䝬♫䛿3500ே䜢㉸䛘䜛䝕䞊䝍䝃䜲䜶䞁䝇䛾ᑓ㛛ᐙ䜢
᭷䛩䜛ศᯒ䛾᭱኱ᡭ௻ᴗ䚹䝡䝑䜾䝕䞊䝍䜢ά⏝䛧䛯ពᛮỴᐃ
䜢᥎㐍䛧䛶䛔䜛
୺䛺ືస⎔ቃ
RevoluBon
R
Enterprise䚸Rhadoop䛸rmr䝟䝑䜿䞊䝆䜢฼⏝
䠄䛣䜜䜎䛷䛿SAS䛸EDW䜢฼⏝䠅
©
KSK
AnalyBcs
Inc.,
RevoluBon
AnalyBcs
Japan
Partner

67. ஦౛⤂௓䠎
䝋䝸䝳䞊䝅䝵䞁
24᫬㛫䛾ฎ⌮䛜4᫬㛫௨ୗ䚸䜘䜚ከ䛟䛾
䝕䞊䝍䛷䝰䝕䝹100ಶ䛜సᡂ䛷䛝䛯
Fortune500䛾኱ᡭ௻ᴗྥ䛡䛻䚸➨஧ୡ௦䛸䜒ゝ䛘䜛ศᯒ㛤Ⓨ
ᚋ䛩䛠ᒎ㛤䛷䛝䜛኱つᶍ䝕䞊䝍䛾㧗㏿ศᯒ䛻䜘䜛ศᯒ䜰䝥䝸
䜿䞊䝅䝵䞁䜢ᥦ౪䛩䜛䛣䛸䛜䛷䛝䛯䚹
䛭䛾䛯䜑䚸୙ṇ᳨▱䜔ඃⰋ㢳ᐈศᯒ䚸䝬䝹䝏䝏䝱䝛䝹䞉䝬䞊䜿
䝔䜱䞁䜾ศᯒ䚸ᅾᗜ䞉䝃䝥䝷䜲䝏䜵䞊䞁ศᯒ䛺䛹䛷䛣䛾㡿ᇦ䛷䛾
ඛ⾜⪅฼┈䜢ᚓ䜛⬟ຊ䛜ᚓ䜙䜜䛯䚹
©
KSK
AnalyBcs
Inc.,
RevoluBon
AnalyBcs
Japan
Partner

68. ஦౛⤂௓䠎
䛚ᐈ䛥䜎䛾ኌ
䛂ᡃ䚻䛿RevoluBon
AnalyBcs♫䛾Hadoop⎔ቃ䛷R䛜౑䛘䜛rmr
䝟䝑䜿䞊䝆䜢౑䛔䚸኱つᶍ䛺䝕䞊䝍䜢୪ิ໬䛧䛶㧗㏿䛻ィ⟬
䛩䜛䛣䛸䛜䛷䛝䜎䛧䛯䛃
VP
/
Head
of
InnovaBon
Development,
Zubin
Dowlaty
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AnalyBcs
Inc.,
RevoluBon
AnalyBcs
Japan
Partner

69. 䛤୙᫂䛺Ⅼ䛜䛤䛦䛔䜎
䛧䛯䜙䛚Ẽ㍍䛻䝤䞊䝇
䜈䛚❧䛱ᐤ䜚ୗ䛥䛔
ᰴᘧ఍♫KSK䜰䝘䝸䝔䜱䜽䝇䚷
䝉䞊䝹䝇 䝬䞊䜿䝔䜱䞁䜾䜾䝹䞊䝥
www.ksk-anl.com sales@ksk-anl.com
䝺䝪䝸䝳䞊䝅䝵䞁R᪥ᮏㄒ䝃䜲䝖
http://www.r-analytics.jp/
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KSK
AnalyBcs
Inc.,
RevoluBon
AnalyBcs
Japan
Partner