Upgrade to Pro — share decks privately, control downloads, hide ads and more …

Tokyo.R #72 初心者セッション3

koriakane
September 01, 2018
130

Tokyo.R #72 初心者セッション3

Tokyo.R #72 初心者セッション可視化パートの資料です。

koriakane

September 01, 2018
Tweet

Transcript

  1.   #

  2.  • R ) ( ) • ) @ .

    . • • T
  3.   • • ) •

  4.  • • • R •

  5. 

  6. 

  7.    • ) • • , ) •

    ( ( ( •
  8.  •   TUS JSJT EBUBGSBNFPCTPGWBSJBCMFT 4FQBM-FOHUIOVN 4FQBM8JEUIOVN 1FUBM-FOHUIOVN

    1FUBM8JEUIOVN 4QFDJFT'BDUPSXMFWFMTTFUPTB WFSTJDPMPS  ʜ BOZ/" JSJT <>'"-4&
  9.  •  

  10. 

  11.  • • ) • ( • •

  12.   QMPU YJSJT4FQBM-FOHUI ZJSJT4FQBM8JEUI  

  13. 

  14.  

  15.  QMPU YJSJT4FQBM-FOHUI ZJSJT4FQBM8JEUI QDI  CH D SFE HSFFO

    CMVF <VODMBTT JSJT4QFDJFT > 1 2 1 3 ) ( 2 2
  16.  QMPU YJSJT4FQBM-FOHUI ZJSJT4FQBM8JEUI QDI  DPMD SFE HSFFO lCMVF

    <VODMBTT JSJT4QFDJFT > GBNJMZl)JSB,BLV1SP/8z YMBC ͕͘ยͷ௕͞ ZMBC ͕͘ยͷ෯ =
  17.  QMPU YJSJT4FQBM-FOHUI ZJSJT4FQBM8JEUI QDI  DPMD SFE HSFFO CMVF

    <VODMBTT JSJT4QFDJFT > MFHFOE UPQMFGU MFHFOEMFWFMT JSJT4QFDJFT QDI  DPMD SFE HSFFO CMVF          
  18. 

  19.  "    #!    

    #!   
  20.  • • 2 Ø Ø ࢖༻͢Δύοέʔδ JOTUBMMQBDLBHFT zHHQMPU MJCSBSZ

    HHQMPU
  21.  . ( ) ) . ) , ) .

    ( , = ( ) =
  22.  ,, ) ) . . )+ + ) +

    , + ) . ,+ ( . =
  23.  +) ) ), , ) , . , )

    + . , ( ), , , =
  24.      • ( . • (

    • . • )( • ) •
  25. ) (

  26.    • ) ( • • ) (

  27.  • R W . • T

  28.  •       • 

         TUS XBML $MBTTFT[email protected]` bUCM`BOEEBUBGSBNF PCTPGWBSJBCMFT %"5&104*9DU GPSNBU 8"-,OVN 
  29. 

  30.   

  31. ( )

  32. QMPU XBML%"5& XBML8"-, UZQFM DPMl%$%z ৭ MXE  ઢͷଠ͞ MUZ

     ઢͷछྨ
  33. 

  34.    •  QBS GBNJMZl)JSB,BLV1SP/8z ೔ຊޠରԠͷ͓·͡ͳ͍ QMPU XBML%"5&

    XBML8"-, UZQFM DPMl%$%z MXE  MUZ  YBYU lOz Y࣠Λදࣔ͠ͳ͍ YMBC ೔෇ ZMBC า਺ BYJT104*9DU  ඳըҐஔɻͰԼ BUTFR BT%BUF  BT%BUF  CZNPOUIT  GPSNBU:N
  35. 

  36.    

  37. ) ( •  μϛʔσʔλΛ࡞੒ [email protected] XBML [email protected]8"-,@ SOPSN 

    NFBO TE  ϓϩοτ QBS GBNJMZl)JSB,BLV1SP/8z ೔ຊޠରԠͷ͓·͡ͳ͍ NBUQMPU [email protected]%"5& [email protected]< D l8"-,z l8"-,@z > UZQFM DPMD %$% % MXE  MUZ  YBYU O  YMBC ೔෇ ZMBC า਺ BYJT104*9DU  BUTFR BT%BUF  BT%BUF  CZNPOUIT  GPSNBU:N ຌྫ΋͚ͭͪΌ͏ MFHFOE UPQMFGU MFHFOED ϫςΫγ μϛʔ DPMD %$% % MXE MUZ
  38. 

  39.  

  40.  • 47(2*+)%$(22  (62!&3. 985 '#- • ,0" /1

     ࢖༻͢Δύοέʔδ MJCSBSZ HHQMPU ՄࢹԽ MJCSBSZ UJEZS σʔλՃ޻ MJCSBSZ TDBMF ՄࢹԽͷࡍʹ࣠ͷՃ޻Ͱ࢖͍·͢
  41. ) ( ॎ࣋ͪॲཧ [email protected] UJEZSHBUIFS [email protected]  LFZlWBSJBCMFz WBMVFWBMVF ॎ࣋ͪ

    %"5& ೔෇͸ର৅֎ IFBE [email protected] "UJCCMFY %"5&WBSJBCMFWBMVF EUUNDISECM 8"-, 8"-, 8"-, 8"-, 8"-, 8"-,
  42.  HHQMPU EBUB[email protected] BFT Y%"5& ZWBMVF DPMPVSWBSJBCMF  [email protected] 

    [email protected] [email protected] l)JSB,BLV1SP/8z  ೔ຊޠରԠ MBCT Yl೔෇z Zlา਺z  ໊࣠มߋ [email protected]@NBOVBM WBMVFTD %$% % MBCFMTD 8"-,ϫςΫγ 8"-,@lμϛʔz   ৭ࢦఆ [email protected]@EBUFUJNF CSFBLT[email protected] NPOUI  MBCFMT[email protected] :N Y࣠Λ೔෇ʹ͢Δ
  43. 

  44.    • 2 ( • ) • •

    )
  45.  •  HHQMPU [email protected] BFT %"5&  [email protected] BFT

    Z8"-, DPMPVS %$%  [email protected] BFT Z8"-,@  DPMPVS %  [email protected] [email protected] )JSB,BLV1SP/8  MBCT Y೔෇ Zา਺  [email protected]@NBOVBM WBMVFTD %$% % MBCFMTD %$%ϫςΫγ %μϛʔ    [email protected]@EBUFUJNF CSFBLT[email protected] NPOUI  MBCFMT[email protected] :N
  46.    

  47.    •    TUS XBML $MBTTFT[email protected]`

    bUCM`BOEEBUBGSBNF PCTPGWBSJBCMFT %"5&104*9DU GPSNBU 8&&,%":DIS 8FE5IV'SJ4BU 8"-,OVN  803,@5*.&OVN 
  48.    •  HHQMPU XBML BFT %"5& 

    [email protected] BFT Z8"-, DPMPVS %$%  [email protected] BFT Z803,@5*.& DPMPVS ##  [email protected] [email protected] )JSB,BLV1SP/8  MBCT Y೔෇  [email protected]@NBOVBM WBMVFTD ## %$% MBCFMTD %$%า਺ ##ۈ຿࣌ؒ    [email protected]@EBUFUJNF CSFBLT[email protected] NPOUI  MBCFMT[email protected] :N
  49.    • • 2 . .

  50.    •  HHQMPU XBML BFT %"5& 

    [email protected] BFT Z8"-, DPMPVS %$%  [email protected] BFT ZSFTDBMF XBML803,@5*.& UPSBOHF XBML8"-, DPMPVS ##  [email protected] [email protected] )JSB,BLV1SP/8  MBCT Y೔෇  [email protected]@NBOVBM WBMVFTD ## %$% MBCFMTD %$%า਺ ##ۈ຿࣌ؒ    [email protected]@EBUFUJNF CSFBLT[email protected] NPOUI  MBCFMT[email protected] :N  [email protected]@DPOUJOVPVT zา਺  TFDBYJT [email protected] dSFTDBMF  SBOHF XBML803,@5*.&  OBNFlۈ຿࣌ؒ
  51. 

  52. 

  53. ( )

  54. 

  55.     • • 66 /26 6- 2

    • 66 /26 6- 2 1 -1 : 60/ • • 66 6 -2 20 2 6 6 • 66 6 -2 20 216 16 /2 /26 6 6 .
  56.     • M U • :DDAC CA84

    8B 86 6 ED4 : 4D 99A D 4 BE 8 • M • :DDAC BE 4 9 D:E5 # % % # % # % # % # 99 A D % -/ -1 % # % # % % # % # % % # % % % % -. % % % % % % % - % # % -% % % -. % % - 6 D8 D • :DDAC FFF C 8C:4B8 8D 2B3 4 :4 C 99A D
  57. ( • • 2 : . / 9 00 .

    19 4: 5/ 3: ( 2 6 • 2 : -39: : 4: 1 :2 . / 1 2 6 • 2 : . / 9 00 . 19 4: 5/ 3: 2 6 • c a b • 2 : 13 91919 2 / -691 4: / ) (
  58.  • ../0./20./9 • /99 4 9 / 04- /

    9-4 2 . -497 • /99 - 1-7 - 1 :9 440/02 90 4 0497 : 90 4 9 ../0./20./9
  59.    • 2 - / : • •

    1- # • 1 1 2 . // - / - 2/ 1 22 / /
  60. !