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{ 8_Y/ q;   D Z[\'].^.,9:;<=>?@ABCJKLMNOPQRSTUVEFI WX uvwxyz{|}~ b$o[Il=H~=kS42"$ <0=242b$0tq6,oM&42$2$2$2$2b$k 7)%[2$2$2$2$2$2$2$2$2b$1wļp|,|k2b$9l|Eh.&tC2$2$2$2$2$2$2$2$2$2$2$2$2$2$2$2$2$2$2$2$2$2$2$2$2b$3srN׵82$2$2$2$2$2$2$2$2$2$2$2$2$2$2$2$2$2$2$2$2$2$2$2$2$2b$+*KFB /2$2b$ U wZ,H,32$2b$?gf}|Q 282R$tVk F2$2$2$2$2$2$2$2b$P!nAl32$2$2$2$2$2$2$2b$a& 4ܾ+2b$m|#VU7j2b$kW°Hc_E22$i&- 2 W$22$iS/ȩzusM$2b$d pH<)u2b$n<B                !0>VOutline09XX  cdClassification2  ?Classifying the observations or data into a predefined class.@@+?  j! Clustering 2   fClustering is the task of segment a diverse group into a number of more similar subgroups or clusters.gg'f  fClass Probability2  *Assign a probability to each class outcome+++*  r)!Association and Affinity Grouping""6!   Determines likelihood of events occurring in combination across subjects (customers), or transactions pertaining to the same  items. '  y0 Description 9   E Extract feature expressions from data set to describe conception. FF+E  z1 Visualization9X    Data visualization is one powerful form of descriptive data mining exercise. The right picture really can be worth a thousand rules since human beings are extremely practiced at extracting meaning from visual scenes. '  {2 Visualization9X    hModeling 9  L Construct a mathematical or physical model to describe activity or stateMM'L  *Data Mining Procedure> ```  [^_`,BData Mining Platforms6  ISAS SPSS (Clementine) Intelligent Miner(IBM) DataEngine DBMiner MSMiner l          fOutline09XX  gLanguages SAS supports@  ZChinese (simplified and traditional) Danish Finnish French German Hebrew Hungarian ItalianZ   HJapanese Korean Norwegian Spanish Swedish Swiss (French and German ThaiH  h(Hardware/System Requirements for Windows6)DX FXDX(  Version 7 Windows 95, 98 , NT, and NT server A file system supporting long file names or NTFS (for NT) 32MB for 95, 98, and NT 64MB for NT server A mouse Netscape 4.07 or IE5 only or higher ^  &    Version 8 Windows 2000, NT, and NT server A file system supporting long file names or NTFS (for NT) 32MB for 2000 and NT 64MB for NT server A mouse Netscape 4.07 or IE5 only or higher @  &   i(Hardware/System Requirements for Solaris2)D F@(  Version 7 Solaris (release 2.6 or 7) 16MB minimum with 8MB additional for each Concurrent user Netscape Navigator 4.08 or higherT :" y   Version 8 Solaris (release 2.6, 7 or higher) 64MB with 8MB additional for each Concurrent user Netscape Navigator 4.08 or higher \ #2%&   j%Hardware/System Requirements for UNIX2&DF@%  Version 7 DIGITAL UNIX, Version 4.0D or Tru64 UNIX, Version 4.0E 48 MB with 8 MB additional for each concurrent user Netscape Navigator, Version 4.06 or higherV Z7ZZ4ZZ+Z   Version 8 DIGITAL UNIX, Version 4.0D or Tru64 UNIX, Version 4.0F 96 MB with 16 MB additional for each concurrent user Netscape Navigator, Version 4.08 or higher ` Z7ZZ5ZZ.Z&   kSystem Components@  SBase SAS Enterprise Miner Enterprise Reporter SAS/ACCESS SAS/AF SAS/ASSIST SAS/CALCTTS   =SAS/CONNECT SAS/EIS SAS/ETS SAS/FSP SAS/GIS SAS/GRAPH SAS/IML>>4+    lSystem Components Cont...@  WSAS/INSIGHT SAS/IntrNet SAS/LAB SAS/MDDB Server SAS/OR SAS/QC SAS/SHARE SAS/SPECTRVIEW XW@  ?    \SAS/STAT SAS/SHARE SAS/SPECTRVIEW SAS/STAT SAS/TOOLKIT SAS/Tutor SAS/Warehouse Administrator] T\  m Using SAS @   When you start SAS in a windowing environment you automatically have access to at least 4 windows. The (enhanced) program editor is a place where you type instructions to SAS. The log window gives you feedback on how SAS interprets your work. The output window displays any printed results from your request. There is also a two pained window. One, Explorer, allows you to look at data sets. The other, Results, acts like a hyperlinked table of contents for the output window.2dP|PdB|B4   )  nTelling SAS what to do.@  You type instructions in the program editor and then push the run button. The instructions you will use for this class will be data steps (to create data sets) and procedures (to analyze data sets). @&   o Data steps @   eIn data steps you can create variables (a variable is just like a box that can hold either numbers or letters). You can do math on variables including using functions that are build into SAS. data work.someData; theAnswer = 1 + 1; run; After you type the instructions you have to tell SAS to actually do the work. Push the running person icon to do this.Z-ZxZ@EEEEEEEEx@N       p Functions @   SAS has thousands of functions built in: data work.blah; numberOne = 1; someTrigThing = sin(numberOne); run; I have tried to document the ones that students frequently need in Lecture 2 of 223. Take a look at the slides labeled Frequently Used Functions.)ZFZZ)@EEE#EEE@h:           qFinding fuctions@(   <& or you can look up the function in the SAS online documentation. One of the useful links in the useful links section of the class website http://www.stanford.edu/class/hrp223/2002f/usefulLinks.html is the SAS online documentation. The URL of SAS OnLineDoc is: http://v9doc.sas.com/sasdoc/ If you enter a bad password 3 times and it will take you to the registration page. Access to the documentation is free.h"B=B?BBxBB           3          z  !0!0$ rExample of a Function@  If you roll a die 50 times what's the chance that you'll get more than 10 "6"'s? data work.pfft; x = 1 - CDF('BINOMIAL',10, 1/6, 50) ; run;NQ<Q@GGGG GGGGGGGGGGGGN6  #  -   s Procedures @   SAS has many built in statistical analysis procedures. The ones you will use for this class are: proc freq  contingency tables See 223 topics 12 and 13 proc logistic  logistic regression See 223 topics 14 and 15lc$c@@@$@ @    tReal data looks like this:@  data work.epi; input subjectID exposure $ disease $; datalines; 1 exposed Diseased 2 exposed Diseased 3 exposed Diseased 4 exposed Diseased 5 exposed notDiseased 6 notExposed notDiseased 7 exposed Diseased 8 exposed Diseased 9 exposed Diseased 10 notExposed notDiseased 11 exposed notDiseased 12 exposed Diseased 13 notExposed Diseased 14 notExposed notDiseased 15 exposed Diseased 16 exposed Diseased 17 exposed notDiseased 18 notExposed notDiseased 19 exposed Diseased 20 exposed Diseased 21 exposed Diseased 22 notExposed notDiseased 23 exposed notDiseased 24 exposed Diseased 25 notExposed notDiseased 26 exposed notDiseased 27 notExposed notDiseased 28 exposed Diseased ; run; @PBBBB~           X         =                    7         A                             uContingency tables@  dYou can get a frequency table like this: proc freq data = work.epi; tables exposure * disease; run;)Z<Z)@EEEEEEEEEE4?  "   vContingency tables analysis@  :proc freq data= epi; tables exposure*disease /chisq; run;;GGGGGGGGGGGGN      w Grouped Data @   You will get grouped data in statistics classes& In a case-control study of 50 patients with pancreatic cancer and 50 hospital controls, 15 patients and 25 controls are non-coffee-drinkers, 15 patients and 10 controls are mid-level coffee drinkers, and 20 patients and 15 controls are high-octane coffee addicts. What are the odds ratios for the association between coffee drinking and pancreatic cancer (comparing high to low, high to none, low to none, and any to none)? ZB  x Grouped Data @   data work.epi; input exposure $ disease $ people; datalines; notExposed diseased 15 notExposed notDiseased 25 little diseased 15 little notDiseased 10 lots diseased 20 lots notDiseased 15 ; run;ZG GGG GGGG   &                         yProblems&  @   6proc freq data = epi; tables exposure * disease; run;7EEEEE EEEEE4  "  z Weighted data@   Fproc freq data = epi; weight people; tables exposure * disease; run;GGGGGG GG GGGGG4  2  {Analysis of weighted data@  xproc freq data = epi; weight people; tables exposure * disease /relrisk; where exposure in ("notExpos", "lots"); run;zyGGGGG GG GGGGGGG GGGGGGh  .      |Formats in Freq@  proc format; value $coffee "lots" = "Exposed" "little" = "Exposed" "notExpos" = "notExpos" ; run; proc freq data = epi; weight people; format exposure $coffee.; tables exposure * disease /relrisk; run; PPGGGGG GGG GGGG GG GG GGGGGGGGG GG GG GGGGGGGGGBH      I     }# Analysis of Formatted Grouped Data $@#B$& "  ~Outline09XX  "The User Interface to SPSS/Windows4#`` ` # The user interface to SPSS/Windows is built around three primary and distinct windows: the Data Editor window the Syntax Editor window and, the Viewer windowhWGPW``Fb`  "The User Interface to SPSS/Windows##` # iIt is important to know in which window one is working because each window supports a specific function. &ji`b"i  "The User Interface to SPSS/Windows##` # sThe type of window -- Data Editor, Syntax Editor, or Viewer -- is identified in the top left corner of each window.tt` t Using DLI SPSS Command Files`  WTo use an SPSS command file from a DLI study, select File and Open from the Menu items.XX` X Using DLI SPSS Command Files`  Select  Syntax as the file type and all files with the .sps file extension will be shown.[[`&9      ! SPSS Features& b?`  qStatistical software that will help: manage data transform data analyze data present data (graphs and tables)x% wx@w#b"b `Mb r " Managing Data& b2`  File management tasks append, merge or write files sort cases select cases (conditionally or randomly) create aggregate or summary fileszwwxYwb$`vb`  #Transforming Data0wb2`  Variable transformation tasks numeric transformations creating new variables (conditionally or unconditionally) recoding existing variables string transformations date and time transformationswwXwPwnwPb$`bXb6b`  $Analyzing Data0wb2`  NStatistical procedures descriptive comparative data-reduction modeling lwwx*wb$`8b O %Presenting Data$wb2  IMethods of displaying results presentation graphics presentation tablesnwwxwb$b",b J &Outline09XX  #Architecture of MSMiner6X(    FMSETL $#.   a&Conceptual Modeling of Data Warehouses''B&&  Modeling data warehouses: dimensions & measures Star schema: A fact table in the middle connected to a set of dimension tables Snowflake schema: A refinement of star schema where some dimensional hierarchy is normalized into a set of smaller dimension tables, forming a shape similar to snowflake Fact constellations: Multiple fact tables share dimension tables, viewed as a collection of stars, therefore called galaxy schema or fact constellation *00 0B FBCFffFB@Fff F'Fff'BFB+Fff4B FBB  bExample of Star Schema@   B cExample of Snowflake Schema@   dExample of Snowflake Schema@   EOLAP   + Meta Data 6   ,-Data Mining Alorithms    Built-in tools Decision Tree Rough Set SOM Associate Rules Visualization Add-in tools HSC SVM Bayesian Networks Neural Networks Fuzzy ClusteringT: =: =2U  <  MU)www.UniSA.edu.au/~shizz/,b.f.h        ]!0 Questions?!6  g,3f,3   /W'+  ` 3333ff3` 3333f33ff3` "3333̙ff3` Kf3̙` &e̙3g3f` f333̙po7` ___f3̙;/f9` ff3Lm` ff3LmNLm>?" dd@*?nAd@q<nAqFLK#M n?" dd@   @@``PR    M`2p>>   (    H ? ?"'g   PUSQdkYkHrh7h_   &  HP ? ?" `   8USQdkYkHre,g7h_ ,{N~ ,{ N~ ,{V~ ,{N~    6  #" `] `}   l*0      6  #" ``    j* 0      6  #" `] `}   ^* 0    `B  s *DjJ"0 `0   NAE ??"OX $0!0B  s *޽h ? ___$̙;/f9___PPT10i.  +D=' = @B + Edge  &@(    Hb? ?"@ b PUSQdkYkHrh7h_     Hhb? ?"  b RUSQdkYkHroRh7h_   68 #" `] `} b l*0      6y #" `]}  b j* 0      6u #" `] `} b ^* 0    B  s *DjJ" 0,$0B  s *޽h ? ___$̙;/f9|___PPT10\.  +ityD0' =+0 ZR( v   s *d*" P   " X*     s *d."    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G(y___PPT10Y+D=' = @B +  p2(  p~ p s *ld" M  " t p <e"? 0*  >Introduction SAS SPSS Intelligent Miner(IBM) MSMiner Summaryj * nA  G$32C$&.     @`H p 0޽h ? ###333GGGggg @`.(  ` ` 6 ` aData Mining Tasks G0  ' ` 0x Pp  sClassification Clustering Class Probability Association or Affinity Grouping Description and Visualization Modeling$t tC$ t H ` 0޽h ? ̙33  d<(  d~ d s *L"'g  " ~ d s *" " H d 0޽h ? ̙33  |<(  |~ | s *P'g   ~ | s * p  H | 0޽h ? ̙33   l<(  l~ l s *"'g  " ~ l s *" ` " H l 0޽h ? ̙33  0<(  ~  s *"'g  " ~  s *" ` " H  0޽h ? ̙33  @<(  ~  s *T"'g  " ~  s *"`09  " H  0޽h ? ̙33  P<(  ~  s *"'g  " ~  s *" ` " H  0޽h ? ̙33  `\(  ~  s *"'g  " R  s *D  3 AJ ?temp@@H  0޽h ? ̙33  pt<(  t~ t s *"'g  " ~ t s *"00  " H t 0޽h ? ̙33m   0 $(    pAanaprocess"`0N V x  c $S0  V     ` ?? g RPlan 3     `$  ??T ]Data Collection 3     `kV  ?? ,  Y Data Access  3     `8 ??p 4 jData management Data Prepare 3     ``{ ??@ ' [ Data Analysis 3      `t ??  g  ]Analysis Report 3      `tV  ??  \Result Display 3  H  0޽h ? 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Uthurusamy, 1996) 1995-1998 KDD (KDD 95-98) Journal of Data Mining and Knowledge Discovery (1997) 1998 ACM SIGKDD, SIGKDD 1999-2002, SIGKDD Explorations International Conference IEEE Data Mining Conference ICIIT02,ICMLC02 PAKDD, SIAM-Data Mining, (IEEE) ICDM etc.nMnnunn6nPnXnLt6P  ,',     %       4           H  0޽h ? ffMMM̙̙T `|(    T"ֳ"ֳ ?R Data Mining Generation  U0    # lgֳgֳAZ ? ? z   f0 ??@   1st Generation: CBAx G3C$K$ C$G$C 4    H  0޽h ? ffMMM̙̙ p(    T"ֳ"ֳ ?R Data Mining Generation  U0    # lgֳgֳA[ ? ?$    f ??p= #2nd Generation:SAS Enterprise Miner"$ $G*#  H  0޽h ? ffMMM̙̙% M(    TH"ֳ"ֳ ?R Data Mining Generation  U0    # lgֳgֳA\ ? ?FP K   f ??`_- 3rd Generation: SPSS ClementineL  G*O*G*&    H  0޽h ? ffMMM̙̙, PT(    T }"ֳ"ֳ ?! 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'  y0 Description 9   E Extract feature expressions from data set to describe conception. FF+E  z1 Visualization9X    Data visualization is one powerful form of descriptive data mining exercise. The right picture really can be worth a thousand rules since human beings are extremely practiced at extracting meaning from visual scenes. '  {2 Visualization9X    hModeling 9  L Construct a mathematical or physical model to describe activity or stateMM'L  *Data Mining Procedure  [^_`,1. Data Mining Systems &   Clementine (SPSS) An integrated data mining development environment for end-users and developers Multiple data mining algorithms and visualization tools IBM Intelligent Miner A wide range of data mining algorithms Scalable mining algorithms Toolkits: neural network algorithms, statistical methods, data preparation, and data visualization tools Tight integration with IBM's DB2 relational database system SAS Enterprise Miner A variety of statistical analysis tools Data warehouse tools and multiple data mining algorithmsaCCCCCa C    /Data Mining Systems &  FMSMiner (Intelligence Science Lab, CAS) Rich multiple data mining algorithms Data warehouse and OLAP Advanced metadata management Powerful ETL module DBMiner (DBMiner Technology Inc.) Multiple data mining modules: discovery-driven OLAP analysis, association, classification, and clustering Efficient, association and sequential-pattern mining functions, and visual classification tool Mining both relational databases and data warehouses Oracle Darwin Multiple data mining algorithms: NN & Decision Tree optimized Loose Integration with Oracle 8i Advanced visualization tools +ZoZ"ZZZ|Z0P0P+CoC"CC CG|C C CN      0Kdnuggets website:$    6http://www.kdnuggets.com/polls/dm_tools_oct_2000.htm 77&4  m!04fOutline09XX  h(Hardware/System Requirements for Windows6)DX FXDX(  Version 7 Windows 95, 98 , NT, and NT server A file system supporting long file names or NTFS (for NT) 32MB for 95, 98, and NT 64MB for NT server A mouse Netscape 4.07 or IE5 only or higher ^  &    Version 8 Windows 2000, NT, and NT server A file system supporting long file names or NTFS (for NT) 32MB for 2000 and NT 64MB for NT server A mouse Netscape 4.07 or IE5 only or higher @  &   i(Hardware/System Requirements for SolarisD)DXD FXDX(  Version 7 Solaris (release 2.6 or 7) 16MB minimum with 8MB additional for each Concurrent user Netscape Navigator 4.08 or higherT :" y   Version 8 Solaris (release 2.6, 7 or higher) 64MB with 8MB additional for each Concurrent user Netscape Navigator 4.08 or higher \ #2%&   j%Hardware/System Requirements for UNIX6&DXFXDX%  Version 7 DIGITAL UNIX, Version 4.0D or Tru64 UNIX, Version 4.0E 48 MB with 8 MB additional for each concurrent user Netscape Navigator, Version 4.06 or higherV Z7ZZ4ZZ+Z   Version 8 DIGITAL UNIX, Version 4.0D or Tru64 UNIX, Version 4.0F 96 MB with 16 MB additional for each concurrent user Netscape Navigator, Version 4.08 or higher ` Z7ZZ5ZZ.Z&   mSystem Components @@   2System Components @@  WSAS/INSIGHT SAS/IntrNet SAS/LAB SAS/MDDB Server SAS/OR SAS/QC SAS/SHARE SAS/SPECTRVIEW XW@  ?   3 Using SAS @   When you start SAS in a windowing environment you automatically have access to at least 4 windows. The (enhanced) program editor is a place where you type instructions to SAS. The log window gives you feedback on how SAS interprets your work. The output window displays any printed results from your request. There is also a two pained window. One, Explorer, allows you to look at data sets. The other, Results, acts like a hyperlinked table of contents for the output window.2dP|PdB|B4   )  nTelling SAS what to do.@  You type instructions in the program editor and then push the run button. The instructions you will use for this class will be data steps (to create data sets) and procedures (to analyze data sets). @&   o Data steps @   eIn data steps you can create variables (a variable is just like a box that can hold either numbers or letters). You can do math on variables including using functions that are build into SAS. data work.someData; theAnswer = 1 + 1; run; After you type the instructions you have to tell SAS to actually do the work. Push the running person icon to do this.Z-ZxZ@EEEEEEEEx@N       p Functions @   SAS has thousands of functions built in: data work.blah; numberOne = 1; someTrigThing = sin(numberOne); run; I have tried to document the ones that students frequently need in Lecture 2 of 223. Take a look at the slides labeled Frequently Used Functions.)ZFZZ)@EEE#EEE@h:           qFinding fuctions@(   <& or you can look up the function in the SAS online documentation. One of the useful links in the useful links section of the class website http://www.stanford.edu/class/hrp223/2002f/usefulLinks.html is the SAS online documentation. The URL of SAS OnLineDoc is: http://v9doc.sas.com/sasdoc/ If you enter a bad password 3 times and it will take you to the registration page. Access to the documentation is free.h"B=B?BBxBB           3          z  !0!0$ rExample of a Function@  If you roll a die 50 times what's the chance that you'll get more than 10 "6"'s? data work.pfft; x = 1 - CDF('BINOMIAL',10, 1/6, 50) ; run;NQ<Q@GGGG GGGGGGGGGGGGN6  #  -   s Procedures @   SAS has many built in statistical analysis procedures. The ones you will use for this class are: proc freq  contingency tables See 223 topics 12 and 13 proc logistic  logistic regression See 223 topics 14 and 15lc$c@@@$@ @    tReal data looks like this:@  data work.epi; input subjectID exposure $ disease $; datalines; 1 exposed Diseased 2 exposed Diseased 3 exposed Diseased 4 exposed Diseased 5 exposed notDiseased 6 notExposed notDiseased 7 exposed Diseased 8 exposed Diseased 9 exposed Diseased 10 notExposed notDiseased 11 exposed notDiseased 12 exposed Diseased 13 notExposed Diseased 14 notExposed notDiseased 15 exposed Diseased 16 exposed Diseased 17 exposed notDiseased 18 notExposed notDiseased 19 exposed Diseased 20 exposed Diseased 21 exposed Diseased 22 notExposed notDiseased 23 exposed notDiseased 24 exposed Diseased 25 notExposed notDiseased 26 exposed notDiseased 27 notExposed notDiseased 28 exposed Diseased ; run; @PBBBB~           X         =                    7         A                             uContingency tables@  dYou can get a frequency table like this: proc freq data = work.epi; tables exposure * disease; run;)Z<Z)@EEEEEEEEEE4?  "   vContingency tables analysis@  :proc freq data= epi; tables exposure*disease /chisq; run;;GGGGGGGGGGGGN      w Grouped Data @   You will get grouped data in statistics classes& In a case-control study of 50 patients with pancreatic cancer and 50 hospital controls, 15 patients and 25 controls are non-coffee-drinkers, 15 patients and 10 controls are mid-level coffee drinkers, and 20 patients and 15 controls are high-octane coffee addicts. What are the odds ratios for the association between coffee drinking and pancreatic cancer (comparing high to low, high to none, low to none, and any to none)? ZB  x Grouped Data @   data work.epi; input exposure $ disease $ people; datalines; notExposed diseased 15 notExposed notDiseased 25 little diseased 15 little notDiseased 10 lots diseased 20 lots notDiseased 15 ; run;ZG GGG GGGG   &                         eه'#-8}³Zxj,?Or 6<#'icqY,|l~-Ʀh|U;:-ٶt!ĝ?N ,|1r>X.݁U*pPlƂOUr'OtnBs:L~NxYe++.^F+Y$D{bVGꮏE+ƒ$&dmKVdcQ$WdSdJ5Q,*`,ajK3h{FOԻ%T`+3mȨFd'%&Ԏpە*h/z+ &L“/ؾ8_\EW\VaIJXteaa"|N\>%r(~Zm!]Y,|bh+wۓ3EhYz#I@ F,=?"kf:.$Vo4OB ]"ڱepއ3Ԃ#TSMsE>X0BwJ2x Q]b {yProblems&  @   6proc freq data = epi; tables exposure * disease; run;7EEEEE EEEEE4  "  z Weighted data@   Fproc freq data = epi; weight people; tables exposure * disease; run;GGGGGG GG GGGGG4  2  {Analysis of weighted data@  xproc freq data = epi; weight people; tables exposure * disease /relrisk; where exposure in ("notExpos", "lots"); run;zyGGGGG GG GGGGGGG GGGGGGh  .      |Formats in Freq@  proc format; value $coffee "lots" = "Exposed" "little" = "Exposed" "notExpos" = "notExpos" ; run; proc freq data = epi; weight people; format exposure $coffee.; tables exposure * disease /relrisk; run; PPGGGGG GGG GGGG GG GG GGGGGGGGG GG GG GGGGGGGGGBH      I     }# Analysis of Formatted Grouped Data $@#B$& "  4#SAS Enterprise Miner: scatter plots@$f &(f &f & $  0Zbf  ~Outline09XX  "The User Interface to SPSS/Windows##@"  The user interface to SPSS/Windows is built around three primary and distinct windows: the Data Editor window the Syntax Editor window and, the Viewer windowXWGPWF  "The User Interface to SPSS/Windows##@"  iIt is important to know in which window one is working because each window supports a specific function. ji"i  "The User Interface to SPSS/Windows##@"  sThe type of window -- Data Editor, Syntax Editor, or Viewer -- is identified in the top left corner of each window.tts  Using DLI SPSS Command Files@  WTo use an SPSS command file from a DLI study, select File and Open from the Menu items.XXW  Using DLI SPSS Command Files@  Select  Syntax as the file type and all files with the .sps file extension will be shown.[[49       ! SPSS Features" B?@   qStatistical software that will help: manage data transform data analyze data present data (graphs and tables)f% wx@w#" Mq  " Managing Data" B2@   File management tasks append, merge or write files sort cases select cases (conditionally or randomly) create aggregate or summary filesjwwxYw$v  #Transforming Data,wB2@  Variable transformation tasks numeric transformations creating new variables (conditionally or unconditionally) recoding existing variables string transformations date and time transformationswwXwPwnwP$X6  $Analyzing Data,wB2@  NStatistical procedures descriptive comparative data-reduction modeling `wwx*w$8N  %Presenting Data"wB2  IMethods of displaying results presentation graphics presentation tablesbwwxw$",I  5#Data Mining Processes by Clementine,$#d d ( $ 6Outline09XX  7*Cluster groupings in IBM Intelligent Miner.+$f &f &( +  &Outline09XX  #Architecture of MSMiner6X(    FMSETL $#.   a&Conceptual Modeling of Data Warehouses''B&&  Modeling data warehouses: dimensions & measures Star schema: A fact table in the middle connected to a set of dimension tables Snowflake schema: A refinement of star schema where some dimensional hierarchy is normalized into a set of smaller dimension tables, forming a shape similar to snowflake Fact constellations: Multiple fact tables share dimension tables, viewed as a collection of stars, therefore called galaxy schema or fact constellation *00 0B FBCFffFB@Fff F'Fff'BFB+Fff4B FBB  bExample of Star Schema@   B cExample of Snowflake Schema@   dExample of Snowflake Schema@   EOLAP   + Meta Data 6   ,-Data Mining Alorithms(     Built-in tools Decision Tree Rough Set SOM Associate Rules Visualization Add-in tools HSC SVM Bayesian Networks Neural Networks Fuzzy ClusteringT: =: =2U  <  MU)www.UniSA.edu.au/~shizz/(B.F.h        ]!0 Questions?!0  F,3F,3   /W'+8*3 @R(    T\p"ֳ"ֳ ?! Data Mining Tools$ UG*    T nA>=  L#MH  0޽h ? 3f3f80___PPT10. kJ  pJ(  ~  s *0,'g  ,   TC, ?"  <$ 0 ,   Bd, ?"s `,$ 0 \SAS/STAT SAS/SHARE SAS/SPECTRVIEW SAS/STAT SAS/TOOLKIT SAS/Tutor SAS/Warehouse Administrator6] nA T\  L#MH  0޽h ? 3f3f80___PPT10. k<  `<(  ~  s *'g   ~  s *  `  H  0޽h ? 3f3f80___PPT10. k   2*(  ~  s *@mp     c $@<$ 0  X  0A?H  0޽h ? ___f3f   ~(  ~  s *`  A   00  p0,$ 0 d& K (  X  0A? PH  0޽h ? 33333   J(  ~  s * M  A   <`?P`o  >Introduction SAS SPSS Intelligent Miner(IBM) MSMiner Summary * nA G$G$3C$&.     @`H  0޽h ? ###333GGGggg   ~(  ~  s *d}`  A X  0A?`PH  0޽h ? ___f3f   PlJ(  l~ l s * M    l <?P`o  >Introduction SAS SPSS Intelligent Miner(IBM) MSMiner Summary * nA .G$ G$3C$&.     @`H l 0޽h ? ###333GGGggg 6.x(  x x Bh%ԔN SSummary <   x 63Ԕ ` aThere exist some data mining systems and it is important to know their power and limitations Visual data mining include data visualization, mining result visualization, mining process visualization and interactive visual mining There are many other scientific and statistical data mining methods developed Also, it is important to study theoretical foundations of data mining Intelligent query answering can be integrated with mining It is important to watch privacy and security issues in data mining&0ZA   @`B x s *f޽h ? ̙330  (  X C      S  @   " H  0޽h ? X(=^r\hS =  / ! $ &: .   1 ) - C0 2 5 8 B U DS [D 8U(   ~A  Chart MSGraph.Chart.80.Microsoft Graph 2000 Vh0J"! { LG/  U;     HTI'J.K.!Q#$%()*+,-./0123456789R: ;< =>?@ABCDESO P VWXYZ[\b$o[Il=H~=kS42"$ <0=242b$0tq6,oM&422$S|oS:}hUk 2b$2U\$r }W*8V\p 2b$xp3ųm$ 2b$<{4Sƻ@>gY2b$k 7)%[2$2$2$2$2$2$2$2$2b$1wļp|,|k2b$9l|Eh.&tC2$2$2$2$2$2$2$2$2$2$2$2$2$2$2$2$2$2$2$2$2$2$2$2$2b$3srN׵82$2$2$2$2$2$2$2$2$2$2$2$2$2$2$2$2$2$2$2$2$2$2$2$2$2b$+*KFB /2$2b$ U wZ,H,32$2b$?gf}|Q 282R$tVk F2$2$2$2$2$2$2$2b$P!nAl32$2$2$2$2$2$2$2b$a& 4ܾ+2b$m|#VU7j2b$kW°Hc_E22$i&- 2 W$2$2b$d pH<)u2b$n<B                 !0>VOutline09XX  cdClassification2  ?Classifying the observations or data into a predefined class.@@+?  j! Clustering 2   fClustering is the task of segment a diverse group into a number of more similar subgroups or clusters.gg'f  fClass Probability2  *Assign a probability to each class outcome+++*  r)!Association and Affinity Grouping""6!   Determines likelihood of events occurring in combination across subjects (customers), or transactions pertaining to the same  items. '  y0 Description 9   E Extract feature expressions from data set to describe conception. FF+E  z1 Visualization9X    Data visualization is one powerful form of descriptive data mining exercise. The right picture really can be worth a thousand rules since human beings are extremely practiced at extracting meaning from visual scenes. '  {2 Visualization9X    hModeling 9  L Construct a mathematical or physical model to describe activity or stateMM'L  *Data Mining Procedure  [^_`,1. Data Mining Systems &   Clementine (SPSS) An integrated data mining development environment for end-users and developers Multiple data mining algorithms and visualization tools IBM Intelligent Miner A wide range of data mining algorithms Scalable mining algorithms Toolkits: neural network algorithms, statistical methods, data preparation, and data visualization tools Tight integration with IBM's DB2 relational database system SAS Enterprise Miner A variety of statistical analysis tools Data warehouse tools and multiple data mining algorithmsaCCCCCa C    /Data Mining Systems &  FMSMiner (Intelligence Science Lab, CAS) Rich multiple data mining algorithms Data warehouse and OLAP Advanced metadata management Powerful ETL module DBMiner (DBMiner Technology Inc.) Multiple data mining modules: discovery-driven OLAP analysis, association, classification, and clustering Efficient, association and sequential-pattern mining functions, and visual classification tool Mining both relational databases and data warehouses Oracle Darwin Multiple data mining algorithms: NN & Decision Tree optimized Loose Integration with Oracle 8i Advanced visualization tools +ZoZ"ZZZ|Z0P0P+CoC"CC CG|C C CN      0Kdnuggets website:$    6http://www.kdnuggets.com/polls/dm_tools_oct_2000.htm 77&4  m!04fOutline09XX  h(Hardware/System Requirements for Windows6)DX FXDX(  Version 7 Windows 95, 98 , NT, and NT server A file system supporting long file names or NTFS (for NT) 32MB for 95, 98, and NT 64MB for NT server A mouse Netscape 4.07 or IE5 only or higher ^  &    Version 8 Windows 2000, NT, and NT server A file system supporting long file names or NTFS (for NT) 32MB for 2000 and NT 64MB for NT server A mouse Netscape 4.07 or IE5 only or higher @  &   i(Hardware/System Requirements for SolarisD)DXD FXDX(  Version 7 Solaris (release 2.6 or 7) 16MB minimum with 8MB additional for each Concurrent user Netscape Navigator 4.08 or higherT :" y   Version 8 Solaris (release 2.6, 7 or higher) 64MB with 8MB additional for each Concurrent user Netscape Navigator 4.08 or higher \ #2%&   j%Hardware/System Requirements for UNIX6&DXFXDX%  Version 7 DIGITAL UNIX, Version 4.0D or Tru64 UNIX, Version 4.0E 48 MB with 8 MB additional for each concurrent user Netscape Navigator, Version 4.06 or higherV Z7ZZ4ZZ+Z   Version 8 DIGITAL UNIX, Version 4.0D or Tru64 UNIX, Version 4.0F 96 MB with 16 MB additional for each concurrent user Netscape Navigator, Version 4.08 or higher ` Z7ZZ5ZZ.Z&   mSystem Components @@   2System Components @@  WSAS/INSIGHT SAS/IntrNet SAS/LAB SAS/MDDB Server SAS/OR SAS/QC SAS/SHARE SAS/SPECTRVIEW XW@  ?   3 Using SAS @   When you start SAS in a windowing environment you automatically have access to at least 4 windows. The (enhanced) program editor is a place where you type instructions to SAS. The log window gives you feedback on how SAS interprets your work. The output window displays any printed results from your request. There is also a two pained window. One, Explorer, allows you to look at data sets. The other, Results, acts like a hyperlinked table of contents for the output window.2dP|PdB|B4   )  nTelling SAS what to do.@  You type instructions in the program editor and then push the run button. The instructions you will use for this class will be data steps (to create data sets) and procedures (to analyze data sets). @&   o Data steps @   eIn data steps you can create variables (a variable is just like a box that can hold either numbers or letters). You can do math on variables including using functions that are build into SAS. data work.someData; theAnswer = 1 + 1; run; After you type the instructions you have to tell SAS to actually do the work. Push the running person icon to do this.Z-ZxZ@EEEEEEEEx@N       p Functions @   SAS has thousands of functions built in: data work.blah; numberOne = 1; someTrigThing = sin(numberOne); run; I have tried to document the ones that students frequently need in Lecture 2 of 223. Take a look at the slides labeled Frequently Used Functions.)ZFZZ)@EEE#EEE@h:           qFinding fuctions@(   <& or you can look up the function in the SAS online documentation. One of the useful links in the useful links section of the class website http://www.stanford.edu/class/hrp223/2002f/usefulLinks.html is the SAS online documentation. The URL of SAS OnLineDoc is: http://v9doc.sas.com/sasdoc/ If you enter a bad password 3 times and it will take you to the registration page. Access to the documentation is free.h"B=B?BBxBB           3          z  !0!0$ rExample of a Function@  If you roll a die 50 times what's the chance that you'll get more than 10 "6"'s? data work.pfft; x = 1 - CDF('BINOMIAL',10, 1/6, 50) ; run;NQ<Q@GGGG GGGGGGGGGGGGN6  #  -   s Procedures @   SAS has many built in statistical analysis procedures. The ones you will use for this class are: proc freq  contingency tables See 223 topics 12 and 13 proc logistic  logistic regression See 223 topics 14 and 15lc$c@@@$@ @    tReal data looks like this:@  data work.epi; input subjectID exposure $ disease $; datalines; 1 exposed Diseased 2 exposed Diseased 3 exposed Diseased 4 exposed Diseased 5 exposed notDiseased 6 notExposed notDiseased 7 exposed Diseased 8 exposed Diseased 9 exposed Diseased 10 notExposed notDiseased 11 exposed notDiseased 12 exposed Diseased 13 notExposed Diseased 14 notExposed notDiseased 15 exposed Diseased 16 exposed Diseased 17 exposed notDiseased 18 notExposed notDiseased 19 exposed Diseased 20 exposed Diseased 21 exposed Diseased 22 notExposed notDiseased 23 exposed notDiseased 24 exposed Diseased 25 notExposed notDiseased 26 exposed notDiseased 27 notExposed notDiseased 28 exposed Diseased ; run; @PBBBB~           X         =                    7         A                             uContingency tables@  dYou can get a frequency table like this: proc freq data = work.epi; tables exposure * disease; run;)Z<Z)@EEEEEEEEEE4?  "   vContingency tables analysis@  :proc freq data= epi; tables exposure*disease /chisq; run;;GGGGGGGGGGGGN      w Grouped Data @   You will get grouped data in statistics classes& In a case-control study of 50 patients with pancreatic cancer and 50 hospital controls, 15 patients and 25 controls are non-coffee-drinkers, 15 patients and 10 controls are mid-level coffee drinkers, and 20 patients and 15 controls are high-octane coffee addicts. What are the odds ratios for the association between coffee drinking and pancreatic cancer (comparing high to low, high to none, low to none, and any to none)? ZB  x Grouped Data @   data work.epi; input exposure $ disease $ people; datalines; notExposed diseased 15 notExposed notDiseased 25 little diseased 15 little notDiseased 10 lots diseased 20 lots notDiseased 15 ; run;ZG GGG GGGG   &                         yProblems&  @   6proc freq data = epi; tables exposure * disease; run;7EEEEE EEEEE4  "  z Weighted data@   Fproc freq data = epi; weight people; tables exposure * disease; run;GGGGGG GG GGGGG4  2  {Analysis of weighted data@  xproc freq data = epi; weight people; tables exposure * disease /relrisk; where exposure in ("notExpos", "lots"); run;zyGGGGG GG GGGGGGG GGGGGGh  .      |Formats in Freq@  proc format; value $coffee "lots" = "Exposed" "little" = "Exposed" "notExpos" = "notExpos" ; run; proc freq data = epi; weight people; format exposure $coffee.; tables exposure * disease /relrisk; run; PPGGGGG GGG GGGG GG GG GGGGGGGGG GG GG GGGGGGGGGBH      I     }# Analysis of Formatted Grouped Data $@#B$& "  4#SAS Enterprise Miner: scatter plots@$f &(f &f & $  0Zbf  ~Outline09XX  "The User Interface to SPSS/Windows##@"  The user interface to SPSS/Windows is built around three primary and distinct windows: the Data Editor window the Syntax Editor window and, the Viewer windowXWGPWF  "The User Interface to SPSS/Windows##@"  iIt is important to know in which window one is working because each window supports a specific function. ji"i  "The User Interface to SPSS/Windows##@"  sThe type of window -- Data Editor, Syntax Editor, or Viewer -- is identified in the top left corner of each window.tts  Using DLI SPSS Command Files@  WTo use an SPSS command file from a DLI study, select File and Open from the Menu items.XXW  Using DLI SPSS Command Files@  Select  Syntax as the file type and all files with the .sps file extension will be shown.[[49       ! SPSS Features" B?@   qStatistical software that will help: manage data transform data analyze data present data (graphs and tables)f% wx@w#" Mq  " Managing Data" B2@   File management tasks append, merge or write files sort cases select cases (conditionally or randomly) create aggregate or summary filesjwwxYw$v  #Transforming Data,wB2@  Variable transformation tasks numeric transformations creating new variables (conditionally or unconditionally) recoding existing variables string transformations date and time transformationswwXwPwnwP$X6  $Analyzing Data,wB2@  NStatistical procedures descriptive comparative data-reduction modeling `wwx*w$8N  %Presenting Data"wB2  IMethods of displaying results presentation graphics presentation tablesbwwxw$",I  5#Data Mining Processes by Clementine,$#d d ( $ 6Outline09XX  7*Cluster groupings in IBM Intelligent Miner.+$f &f &( +  &Outline09XX  #Architecture of MSMiner6X(    FMSETL $#.   a&Conceptual Modeling of Data Warehouses''B&&  Modeling data warehouses: dimensions & measures Star schema: A fact table in the middle connected to a set of dimension tables Snowflake schema: A refinement of star schema where some dimensional hierarchy is normalized into a set of smaller dimension tables, forming a shape similar to snowflake Fact constellations: Multiple fact tables share dimension tables, viewed as a collection of stars, therefore called galaxy schema or fact constellation *00 0B FBCFffFB@Fff F'Fff'BFB+Fff4B FBB  bExample of Star Schema@   B cExample of Snowflake Schema@   dExample of Snowflake Schema@   EOLAP   + Meta Data 6   ,-Data Mining Alorithms(     Built-in tools Decision Tree Rough Set SOM Associate Rules Visualization Add-in tools HSC SVM Bayesian Networks Neural Networks Fuzzy ClusteringT: =: =2U  <  MU)www.UniSA.edu.au/~shizz/(B.F.h        ]!0 Questions?!0  F,3F,3   /W'+8rD  D @ 8U(   ~A  Chart MSGraph.Chart.80.Microsoft Graph 2000 Vh0E  Chart MSGraph.Chart.80.Microsoft Graph 2000 Vhr0E MOVVP Paint.Picture0MOVVPr0F MOVVP Paint.Picture0MOVVPr0G MOVVP Paint.Picture0MOVVP0H Clip (MS_ClipArt_Gallery.50,Microsoft Clip Gallery0I Clip (MS_ClipArt_Gallery.20,Microsoft Clip Galleryvhttp://www.stanford.edu/class/hrp223/2002f/usefulLinks.htmlL8http://v9doc.sas.com/sasdoc/0ZM Picture Word.Picture.80,Microsoft Word Picture0[N Picture Word.Picture.80,Microsoft Word Picture0\O Picture Word.Picture.80,Microsoft Word PictureB].www.UniSA.edu.au/~shizzr0^(Q MOVVP Paint.Picture0MOVVP|mhhttp://www.kdnuggets.com/polls/dm_tools_oct_2000.htm0n-S  Excel.Chart.80*Microsoft Excel Chart/ 0DDTimes New Roman5 |dv 0|( 0 D[SOes New Roman5 |dv 0|( 0  DArialNew Roman5 |dv 0|( 0 "0DWingdingsRoman5 |dv 0|( 0 @DGaramondRoman5 |dv 0|( 0 PDTahomadRoman5 |dv 0|( 0 "`DVerdanaRoman5 |dv 0|( 0 "pDSAS Monospacen5 |dv 0|( 01DTimesnospacen5 |dv 0|( 0 DNSe~ўnospacen5 |dv 0|( 0 DArial Blacken5 |dv 0|( 0 "c .  @n?" dd@  @@``_t,WHOOSH.WAV.WAV 30103RIFFWAVEfmt ++data~~~~~~~~~~~~~~~~~~~~~~~~~~~|||~~~~~zvtvxz|~zvrnlrv||vtrpptz~|xvtv|~~zxvvvz|~xrlhntzzvrrpprrx~|j[QU_|bICCYn[ICY~zlnh]_r|]SUSSjz|x__l~v_]drnUb|nfd_]d]5=rrnj]jz~lMldrx[[_f|YQfWK_xh[zx[CIjzxxdSQz|_fI9WӹM;QnvK;OUx~xj]]YS~ɵlM?plM;CGpٵ[)Kh|% %;xtKQS]ɖbGr|lSnvz~nfS[nëx;Az=+AYݻ|=/1r_ ?|潄W5/Czãf)/pvbMQr|O=OtjdhjlG?G_ɊK3לdQCMpp74 V`VڨŸ5hHLu:SٮL5+Q>Xb2B|hǒcc ϧWig'Sեh/]{VO&ou6Ȃ3|J+xT=~v,|RN[>X`Swc R#\Y~PajCʵ`e%U JmIV;Bټ!b[e:RIVEឦ"6ZZ`|Zd0tJ+LlWJ'nHKV`E"{Tb{8tbOJ(^i؞ I:ǖ+|^ӵplVZk#UVj,L.(-"՘?r|g*(uկZ`S0i;ky=vzQMpoAU$b5lWqySq/Xoz&&oޥv?oF6ޓx7`ʣ>}P[E>U36}}7fV>`.gFiY ;W;1SŷAMz/#?bx͖SAM[hvhYp~~zrvt[]ptWOUtxxd]v~vvxzd_xzh_nrSQltbdp~_lrQ_l][tf]W]~hWfp|fWhnhbU[hzlSCWbYbnxpdhjvjM9Ot]GQ[dpp~hhhdpx~xh]Yntnrp]dlvjQMb|vdjpzxzztljr||_[r~~jb_j|z|xpp~~v]Wh||zx|x|zzndhpxr]Yfntzjl|z||~vppnrzphrxz|~|xtrjjtv~~vz|z||xrrv~xrprtz|||vzxvx|xtx~~~~~~~zxxxx|zxz~~~rrz~|xz~~|vtx|zxz|~~~||zx|||~~zz|zz~~~~|~~||~~||zz|~||z~~~~zxzz|~~~~|~~~|~||~~~~~~~~~~~~~|||~~~~~~~~~~~~~||~~||~||~~~~|||~~~~||||~~~~~~||||~~~~~~~~~~~|~~~~|zz~~~~~~~||||~~||~~~~~|||~~~~~|||~|~|~~~~|z|~~~~~~~|||~~~~~~~~||~~~~~~~~,Whoosh.wav.WAV 40103RIFFWAVEfmt ++data~~~~~~~~~~~~~~~~~~~~~~~~~~~|||~~~~~zvtvxz|~zvrnlrv||vtrpptz~|xvtv|~~zxvvvz|~xrlhntzzvrrpprrx~|j[QU_|bICCYn[ICY~zlnh]_r|]SUSSjz|x__l~v_]drnUb|nfd_]d]5=rrnj]jz~lMldrx[[_f|YQfWK_xh[zx[CIjzxxdSQz|_fI9WӹM;QnvK;OUx~xj]]YS~ɵlM?plM;CGpٵ[)Kh|% %;xtKQS]ɖbGr|lSnvz~nfS[nëx;Az=+AYݻ|=/1r_ ?|潄W5/Czãf)/pvbMQr|O=OtjdhjlG?G_ɊK3לdQCMppW;1SŷAMz/#?bx͖SAM[hvhYp~~zrvt[]ptWOUtxxd]v~vvxzd_xzh_nrSQltbdp~_lrQ_l][tf]W]~hWfp|fWhnhbU[hzlSCWbYbnxpdhjvjM9Ot]GQ[dpp~hhhdpx~xh]Yntnrp]dlvjQMb|vdjpzxzztljr||_[r~~jb_j|z|xpp~~v]Wh||zx|x|zzndhpxr]Yfntzjl|z||~vppnrzphrxz|~|xtrjjtv~~vz|z||xrrv~xrprtz|||vzxvx|xtx~~~~~~~zxxxx|zxz~~~rrz~|xz~~|vtx|zxz|~~~||zx|||~~zz|zz~~~~|~~||~~||zz|~||z~~~~zxzz|~~~~|~~~|~||~~~~~~~~~~~~~|||~~~~~~~~~~~~~||~~||~||~~~~|||~~~~||||~~~~~~||||~~~~~~~~~~~|~~~~|zz~~~~~~~||||~~||~~~~~|||~~~~~|||~|~|~~~~|z|~~~~~~~|||~~~~~~~~||~~~~~~~~ ''x. X0,$62 '"  k  FM N:.)     T             J"! { LG/  U;     HTI'J.K.!Q#$%()*+,-./0123456789R: ;< =>?@ABCDESO P VWXYZ[\b$o[Il=H~=kS42"$ <0=242b$0tq6,oM&422$S|oS:}hUk 2b$2U\$r }W*8V\p 2b$xp3ųm$ 2b$<{4Sƻ@>gY2b$k 7)%[2$2$2$2$2$2$2$2$2b$1wļp|,|k2b$9l|Eh.&tC2$2$2$2$2$2$2$2$2$2$2$2$2$2$2$2$2$2$2$2$2$2$2$2$2b$3srN׵82$2$2$2$2$2$2$2$2$2$2$2$2$2$2$2$2$2$2$2$2$2$2$2$2$2b$+*KFB /2$2b$ U wZ,H,32$2b$?gf}|Q 282R$tVk F2$2$2$2$2$2$2$2b$P!nAl32$2$2$2$2$2$2$2b$a& 4ܾ+2b$m|#VU7j2b$kW°Hc_E22$i&- 2 W$2$2b$d pH<)u2b$n<B                 !0>VOutline09XX  cdClassification2  ?Classifying the observations or data into a predefined class.@@+?  j! Clustering 2   fClustering is the task of segment a diverse group into a number of more similar subgroups or clusters.gg'f  fClass Probability2  *Assign a probability to each class outcome+++*  r)!Association and Affinity Grouping""6!   Determines likelihood of events occurring in combination across subjects (customers), or transactions pertaining to the same  items. '  y0 Description 9   E Extract feature expressions from data set to describe conception. FF+E  z1 Visualization9X    Data visualization is one powerful form of descriptive data mining exercise. The right picture really can be worth a thousand rules since human beings are extremely practiced at extracting meaning from visual scenes. '  {2 Visualization9X    hModeling 9  L Construct a mathematical or physical model to describe activity or stateMM'L  *Data Mining Procedure  [^_`,1. Data Mining Systems &   Clementine (SPSS) An integrated data mining development environment for end-users and developers Multiple data mining algorithms and visualization tools IBM Intelligent Miner A wide range of data mining algorithms Scalable mining algorithms Toolkits: neural network algorithms, statistical methods, data preparation, and data visualization tools Tight integration with IBM's DB2 relational database system SAS Enterprise Miner A variety of statistical analysis tools Data warehouse tools and multiple data mining algorithmsaCCCCCa C    /Data Mining Systems &  FMSMiner (Intelligence Science Lab, CAS) Rich multiple data mining algorithms Data warehouse and OLAP Advanced metadata management Powerful ETL module DBMiner (DBMiner Technology Inc.) Multiple data mining modules: discovery-driven OLAP analysis, association, classification, and clustering Efficient, association and sequential-pattern mining functions, and visual classification tool Mining both relational databases and data warehouses Oracle Darwin Multiple data mining algorithms: NN & Decision Tree optimized Loose Integration with Oracle 8i Advanced visualization tools +ZoZ"ZZZ|Z0P0P+CoC"CC CG|C C CN      0Kdnuggets website:$    6http://www.kdnuggets.com/polls/dm_tools_oct_2000.htm 77&4  m!04fOutline09XX  h(Hardware/System Requirements for Windows6)DX FXDX(  Version 7 Windows 95, 98 , NT, and NT server A file system supporting long file names or NTFS (for NT) 32MB for 95, 98, and NT 64MB for NT server A mouse Netscape 4.07 or IE5 only or higher ^  &    Version 8 Windows 2000, NT, and NT server A file system supporting long file names or NTFS (for NT) 32MB for 2000 and NT 64MB for NT server A mouse Netscape 4.07 or IE5 only or higher @  &   i(Hardware/System Requirements for SolarisD)DXD FXDX(  Version 7 Solaris (release 2.6 or 7) 16MB minimum with 8MB additional for each Concurrent user Netscape Navigator 4.08 or higherT :" y   Version 8 Solaris (release 2.6, 7 or higher) 64MB with 8MB additional for each Concurrent user Netscape Navigator 4.08 or higher \ #2%&   j%Hardware/System Requirements for UNIX6&DXFXDX%  Version 7 DIGITAL UNIX, Version 4.0D or Tru64 UNIX, Version 4.0E 48 MB with 8 MB additional for each concurrent user Netscape Navigator, Version 4.06 or higherV Z7ZZ4ZZ+Z   Version 8 DIGITAL UNIX, Version 4.0D or Tru64 UNIX, Version 4.0F 96 MB with 16 MB additional for each concurrent user Netscape Navigator, Version 4.08 or higher ` Z7ZZ5ZZ.Z&   mSystem Components @@   2System Components @@  WSAS/INSIGHT SAS/IntrNet SAS/LAB SAS/MDDB Server SAS/OR SAS/QC SAS/SHARE SAS/SPECTRVIEW XW@  ?   3 Using SAS @   When you start SAS in a windowing environment you automatically have access to at least 4 windows. The (enhanced) program editor is a place where you type instructions to SAS. The log window gives you feedback on how SAS interprets your work. The output window displays any printed results from your request. There is also a two pained window. One, Explorer, allows you to look at data sets. The other, Results, acts like a hyperlinked table of contents for the output window.2dP|PdB|B4   )  nTelling SAS what to do.@  You type instructions in the program editor and then push the run button. The instructions you will use for this class will be data steps (to create data sets) and procedures (to analyze data sets). @&   o Data steps @   eIn data steps you can create variables (a variable is just like a box that can hold either numbers or letters). You can do math on variables including using functions that are build into SAS. data work.someData; theAnswer = 1 + 1; run; After you type the instructions you have to tell SAS to actually do the work. Push the running person icon to do this.Z-ZxZ@EEEEEEEEx@N       p Functions @   SAS has thousands of functions built in: data work.blah; numberOne = 1; someTrigThing = sin(numberOne); run; I have tried to document the ones that students frequently need in Lecture 2 of 223. Take a look at the slides labeled Frequently Used Functions.)ZFZZ)@EEE#EEE@h:           qFinding fuctions@(   <& or you can look up the function in the SAS online documentation. One of the useful links in the useful links section of the class website http://www.stanford.edu/class/hrp223/2002f/usefulLinks.html is the SAS online documentation. The URL of SAS OnLineDoc is: http://v9doc.sas.com/sasdoc/ If you enter a bad password 3 times and it will take you to the registration page. Access to the documentation is free.h"B=B?BBxBB           3          z  !0!0$ rExample of a Function@  If you roll a die 50 times what's the chance that you'll get more than 10 "6"'s? data work.pfft; x = 1 - CDF('BINOMIAL',10, 1/6, 50) ; run;NQ<Q@GGGG GGGGGGGGGGGGN6  #  -   s Procedures @   SAS has many built in statistical analysis procedures. The ones you will use for this class are: proc freq  contingency tables See 223 topics 12 and 13 proc logistic  logistic regression See 223 topics 14 and 15lc$c@@@$@ @    tReal data looks like this:@  data work.epi; input subjectID exposure $ disease $; datalines; 1 exposed Diseased 2 exposed Diseased 3 exposed Diseased 4 exposed Diseased 5 exposed notDiseased 6 notExposed notDiseased 7 exposed Diseased 8 exposed Diseased 9 exposed Diseased 10 notExposed notDiseased 11 exposed notDiseased 12 exposed Diseased 13 notExposed Diseased 14 notExposed notDiseased 15 exposed Diseased 16 exposed Diseased 17 exposed notDiseased 18 notExposed notDiseased 19 exposed Diseased 20 exposed Diseased 21 exposed Diseased 22 notExposed notDiseased 23 exposed notDiseased 24 exposed Diseased 25 notExposed notDiseased 26 exposed notDiseased 27 notExposed notDiseased 28 exposed Diseased ; run; @PBBBB~           X         =                    7         A                             uContingency tables@  dYou can get a frequency table like this: proc freq data = work.epi; tables exposure * disease; run;)Z<Z)@EEEEEEEEEE4?  "   vContingency tables analysis@  :proc freq data= epi; tables exposure*disease /chisq; run;;GGGGGGGGGGGGN      w Grouped Data @   You will get grouped data in statistics classes& In a case-control study of 50 patients with pancreatic cancer and 50 hospital controls, 15 patients and 25 controls are non-coffee-drinkers, 15 patients and 10 controls are mid-level coffee drinkers, and 20 patients and 15 controls are high-octane coffee addicts. What are the odds ratios for the association between coffee drinking and pancreatic cancer (comparing high to low, high to none, low to none, and any to none)? ZB  x Grouped Data @   data work.epi; input exposure $ disease $ people; datalines; notExposed diseased 15 notExposed notDiseased 25 little diseased 15 little notDiseased 10 lots diseased 20 lots notDiseased 15 ; run;ZG GGG GGGG   &                         yProblems&  @   6proc freq data = epi; tables exposure * disease; run;7EEEEE EEEEE4  "  z Weighted data@   Fproc freq data = epi; weight people; tables exposure * disease; run;GGGGGG GG GGGGG4  2  {Analysis of weighted data@  xproc freq data = epi; weight people; tables exposure * disease /relrisk; where exposure in ("notExpos", "lots"); run;zyGGGGG GG GGGGGGG GGGGGGh  .      |Formats in Freq@  proc format; value $coffee "lots" = "Exposed" "little" = "Exposed" "notExpos" = "notExpos" ; run; proc freq data = epi; weight people; format exposure $coffee.; tables exposure * disease /relrisk; run; PPGGGGG GGG GGGG GG GG GGGGGGGGG GG GG GGGGGGGGGBH      I     }# Analysis of Formatted Grouped Data $@#B$& "  4#SAS Enterprise Miner: scatter plots@$f &(f &f & $  0Zbf  ~Outline09XX  "The User Interface to SPSS/Windows##@"  The user interface to SPSS/Windows is built around three primary and distinct windows: the Data Editor window the Syntax Editor window and, the Viewer windowXWGPWF  "The User Interface to SPSS/Windows##@"  iIt is important to know in which window one is working because each window supports a specific function. ji"i  "The User Interface to SPSS/Windows##@"  sThe type of window -- Data Editor, Syntax Editor, or Viewer -- is identified in the top left corner of each window.tts  Using DLI SPSS Command Files@  WTo use an SPSS command file from a DLI study, select File and Open from the Menu items.XXW  Using DLI SPSS Command Files@  Select  Syntax as the file type and all files with the .sps file extension will be shown.[[49       ! 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Clustering 2  fClustering is the task of segment a diverse group into a number of more similar subgroups or clusters.gg' g fClass Probability2  *Assign a probability to each class outcome+++ + r)!Association and Affinity Grouping"", "  Determines likelihood of events occurring in combination across subjects (customers), or transactions pertaining to the same  items. '  y0 Description 9  E Extract feature expressions from data set to describe conception. FF+ F z1 Visualization9X   Data visualization is one powerful form of descriptive data mining exercise. The right picture really can be worth a thousand rules since human beings are extremely practiced at extracting meaning from visual scenes. '  {2 Visualization9X   hModeling 9  L Construct a mathematical or physical model to describe activity or stateMM' M 9Knowledge Discovery Process*Data Mining Procedure  [^_`,1. Data Mining Systems &   Clementine (SPSS) An integrated data mining development environment for end-users and developers Multiple data mining algorithms and visualization tools IBM Intelligent Miner A wide range of data mining algorithms Scalable mining algorithms Toolkits: neural network algorithms, statistical methods, data preparation, and data visualization tools Tight integration with IBM's DB2 relational database system SAS Enterprise Miner A variety of statistical analysis tools Data warehouse tools and multiple data mining algorithmsaCCCCCa C   /Data Mining Systems &  FMSMiner (Intelligence Science Lab, CAS) Rich multiple data mining algorithms Data warehouse and OLAP Advanced metadata management Powerful ETL module DBMiner (DBMiner Technology Inc.) Multiple data mining modules: discovery-driven OLAP analysis, association, classification, and clustering Efficient, association and sequential-pattern mining functions, and visual classification tool Mining both relational databases and data warehouses Oracle Darwin Multiple data mining algorithms: NN & Decision Tree optimized Loose Integration with Oracle 8i Advanced visualization tools +ZoZ"ZZZ|Z0P0P+CoC"CC CG|C C CN      0Kdnuggets website:$    6http://www.kdnuggets.com/polls/dm_tools_oct_2000.htm 77&4  m 04fOutline09XX  h(Hardware/System Requirements for Windows6)DX FXDX ) Version 7 Windows 95, 98 , NT, and NT server A file system supporting long file names or NTFS (for NT) 32MB for 95, 98, and NT 64MB for NT server A mouse Netscape 4.07 or IE5 only or higher \     Version 8 Windows 2000, NT, and NT server A file system supporting long file names or NTFS (for NT) 32MB for 2000 and NT 64MB for NT server A mouse Netscape 4.07 or IE5 only or higher <          !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGH]JKLMNOPQRSTUVWXYZ[\^_`abcdefghijklmnopqrstuvwxyz{|}~i(Hardware/System Requirements for SolarisD)DXD FXDX ) Version 7 Solaris (release 2.6 or 7) 16MB minimum with 8MB additional for each Concurrent user Netscape Navigator 4.08 or higherT :" y   Version 8 Solaris (release 2.6, 7 or higher) 64MB with 8MB additional for each Concurrent user Netscape Navigator 4.08 or higher \ #2%  j%Hardware/System Requirements for UNIX6&DXFXDX & Version 7 DIGITAL UNIX, Version 4.0D or Tru64 UNIX, Version 4.0E 48 MB with 8 MB additional for each concurrent user Netscape Navigator, Version 4.06 or higherV Z7ZZ4ZZ+Z   Version 8 DIGITAL UNIX, Version 4.0D or Tru64 UNIX, Version 4.0F 96 MB with 16 MB additional for each concurrent user Netscape Navigator, Version 4.08 or higher ` Z7ZZ5ZZ.Z  mSystem Components @@   2System Components @@  WSAS/INSIGHT SAS/IntrNet SAS/LAB SAS/MDDB Server SAS/OR SAS/QC SAS/SHARE SAS/SPECTRVIEW XW2  @  3 Using SAS @  When you start SAS in a windowing environment you automatically have access to at least 4 windows. The (enhanced) program editor is a place where you type instructions to SAS. The log window gives you feedback on how SAS interprets your work. The output window displays any printed results from your request. There is also a two pained window. One, Explorer, allows you to look at data sets. The other, Results, acts like a hyperlinked table of contents for the output window.2dP|PdB|B  nTelling SAS what to do.@  You type instructions in the program editor and then push the run button. The instructions you will use for this class will be data steps (to create data sets) and procedures (to analyze data sets). @  o Data steps @  eIn data steps you can create variables (a variable is just like a box that can hold either numbers or letters). You can do math on variables including using functions that are build into SAS. data work.someData; theAnswer = 1 + 1; run; After you type the instructions you have to tell SAS to actually do the work. Push the running person icon to do this.Z-ZxZ@EEEEEEEEx@@       p Functions @  SAS has thousands of functions built in: data work.blah; numberOne = 1; someTrigThing = sin(numberOne); run; I have tried to document the ones that students frequently need in Lecture 2 of 223. Take a look at the slides labeled Frequently Used Functions.)ZFZZ)@EEE#EEE@Z:          qFinding fuctions@&   <& or you can look up the function in the SAS online documentation. One of the useful links in the useful links section of the class website http://www.stanford.edu/class/hrp223/2002f/usefulLinks.html is the SAS online documentation. The URL of SAS OnLineDoc is: http://v9doc.sas.com/sasdoc/ If you enter a bad password 3 times and it will take you to the registration page. Access to the documentation is free.h"B=B?BBxBBd  ; 3     {  0 0$ rExample of a Function@  If you roll a die 50 times what's the chance that you'll get more than 10 "6"'s? data work.pfft; x = 1 - CDF('BINOMIAL',10, 1/6, 50) ; run;NQ<Q@GGGG GGGGGGGGGGGG&V   .  s Procedures @  SAS has many built in statistical analysis procedures. The ones you will use for this class are: proc freq  contingency tables See 223 topics 12 and 13 proc logistic  logistic regression See 223 topics 14 and 15lc$c@@@$@ @    tReal data looks like this:@  data work.epi; input subjectID exposure $ disease $; datalines; 1 exposed Diseased 2 exposed Diseased 3 exposed Diseased 4 exposed Diseased 5 exposed notDiseased 6 notExposed notDiseased 7 exposed Diseased 8 exposed Diseased 9 exposed Diseased 10 notExposed notDiseased 11 exposed notDiseased 12 exposed Diseased 13 notExposed Diseased 14 notExposed notDiseased 15 exposed Diseased 16 exposed Diseased 17 exposed notDiseased 18 notExposed notDiseased 19 exposed Diseased 20 exposed Diseased 21 exposed Diseased 22 notExposed notDiseased 23 exposed notDiseased 24 exposed Diseased 25 notExposed notDiseased 26 exposed notDiseased 27 notExposed notDiseased 28 exposed Diseased ; run; @PBBBBb         X         =                    7         A                            uContingency tables@  dYou can get a frequency table like this: proc freq data = work.epi; tables exposure * disease; run;)Z<Z)@EEEEEEEEEE&:  #  vContingency tables analysis@  :proc freq data= epi; tables exposure*disease /chisq; run;;GGGGGGGGGGGG@     w Grouped Data @  You will get grouped data in statistics classes& In a case-control study of 50 patients with pancreatic cancer and 50 hospital controls, 15 patients and 25 controls are non-coffee-drinkers, 15 patients and 10 controls are mid-level coffee drinkers, and 20 patients and 15 controls are high-octane coffee addicts. What are the odds ratios for the association between coffee drinking and pancreatic cancer (comparing high to low, high to none, low to none, and any to none)? ZB  x Grouped Data @  data work.epi; input exposure $ disease $ people; datalines; notExposed diseased 15 notExposed notDiseased 25 little diseased 15 little notDiseased 10 lots diseased 20 lots notDiseased 15 ; run;ZG GGG GGGG  '                     yProblems&  @  6proc freq data = epi; tables exposure * disease; run;7EEEEE EEEEE&  # z Weighted data@  Fproc freq data = epi; weight people; tables exposure * disease; run;GGGGGG GG GGGGG&  3 {Analysis of weighted data@  xproc freq data = epi; weight people; tables exposure * disease /relrisk; where exposure in ("notExpos", "lots"); run;zyGGGGG GG GGGGGGG GGGGGGZ  .     |Formats in Freq@  proc format; value $coffee "lots" = "Exposed" "little" = "Exposed" "notExpos" = "notExpos" ; run; proc freq data = epi; weight people; format exposure $coffee.; tables exposure * disease /relrisk; run; PPGGGGG GGG GGGG GG GG GGGGGGGGG GG GG GGGGGGGGGBH      I    }# Analysis of Formatted Grouped Data $@#B$ # 4#SAS Enterprise Miner: scatter plots:$F &(F &F & $  ,ZBF  ~Outline09XX  "The User Interface to SPSS/Windows##@ # The user interface to SPSS/Windows is built around three primary and distinct windows: the Data Editor window the Syntax Editor window and, the Viewer windowXWGPWF  "The User Interface to SPSS/Windows##@ # iIt is important to know in which window one is working because each window supports a specific function. ji" j "The User Interface to SPSS/Windows##@ # sThe type of window -- Data Editor, Syntax Editor, or Viewer -- is identified in the top left corner of each window.tt t Using DLI SPSS Command Files@  WTo use an SPSS command file from a DLI study, select File and Open from the Menu items.XX X Using DLI SPSS Command Files@  Select  Syntax as the file type and all files with the .sps file extension will be shown.[[&9      ! SPSS Features" B?@  qStatistical software that will help: manage data transform data analyze data present data (graphs and tables)f% wx@w#" M r " Managing Data" B2@  File management tasks append, merge or write files sort cases select cases (conditionally or randomly) create aggregate or summary filesjwwxYw$v  #Transforming Data,wB2@  Variable transformation tasks numeric transformations creating new variables (conditionally or unconditionally) recoding existing variables string transformations date and time transformationswwXwPwnwP$X6  $Analyzing Data,wB2@  NStatistical procedures descriptive comparative data-reduction modeling `wwx*w$8 O %Presenting Data"wB2  IMethods of displaying results presentation graphics presentation tablesbwwxw$", J 5#Data Mining Processes by Clementine($#D D ( $ 6Outline09XX  ;About DB2 Intelligent Miner&  HDB2 Intelligent Miner for Data  focused on the large-scale mining, such as large volumes of data, parallel data mining on Windows NT, Sun Solaris, and OS/390  IBMX}  <Main Functionalities&  Cluster analysis Group the data that share similar trends and patterns Classification Predict the outcome based on historical data Association analysis Finding frequent patterns. 6x-5,"       =>?Classification &"7*Cluster groupings in IBM Intelligent Miner*+$F &F &( +  &Outline09XX  #Architecture of MSMiner6X&    FMSETL $#.   a&Conceptual Modeling of Data Warehouses''B& ' Modeling data warehouses: dimensions & measures Star schema: A fact table in the middle connected to a set of dimension tables Snowflake schema: A refinement of star schema where some dimensional hierarchy is normalized into a set of smaller dimension tables, forming a shape similar to snowflake Fact constellations: Multiple fact tables share dimension tables, viewed as a collection of stars, therefore called galaxy schema or fact constellation (00 0B FBCFffFB@Fff F'Fff'BFB+Fff4B FB@  bExample of Star Schema@   B cExample of Snowflake Schema@   dExample of Snowflake Schema@   EOLAP   + Meta Data 6  ,-Data Mining Alorithms&     Built-in tools Decision Tree Rough Set SOM Associate Rules Visualization Add-in tools HSC SVM Bayesian Networks Neural Networks Fuzzy ClusteringT: =: =$U  = MU)www.UniSA.edu.au/~shizz/(B.F.  ] 0 Questions?!0  F,3F,3  /W'+8:  0 0<(  ~  s * 'g    ~  s *  `   H  0޽h ? ̙33   0   + g (  ~  s *'g    8     0 p  F Collection 2 f3  0     Z Processing/Cleansing/Corrections! !f3  0t "` uo MAnalysis/Modeling  2f3  0 0  VPresentation/Visualization  2f3  0$   XApplication/Decision Support  2f3  0>  ` Z  ]!Management/Federation/Warehousing " 2"f3>    B0 C@DE@F ?@8@Hp 0Px H00 @     P    0f HG  @Data  2f3   0؎ ` g E Knowledge 2 f3   Z1? ` ~8 Data is not information; information is not knowledge; knowledge is not wisdom. 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Clustering 2  fClustering is the task of segment a diverse group into a number of more similar subgroups or clusters.gg' g fClass Probability2  *Assign a probability to each class outcome+++ + r)!Association and Affinity Grouping"", "  Determines likelihood of events occurring in combination across subjects (customers), or transactions pertaining to the same  items. '  y0 Description 9  E Extract feature expressions from data set to describe conception. FF+ F z1 Visualization9X   Data visualization is one powerful form of descriptive data mining exercise. The right picture really can be worth a thousand rules since human beings are extremely practiced at extracting meaning from visual scenes. '  {2 Visualization9X   hModeling 9  L Construct a mathematical or physical model to describe activity or stateMM' M 9Knowledge Discovery Process*Data Mining Procedure  [^_`,1. Data Mining Systems &   Clementine (SPSS) An integrated data mining development environment for end-users and developers Multiple data mining algorithms and visualization tools IBM Intelligent Miner A wide range of data mining algorithms Scalable mining algorithms Toolkits: neural network algorithms, statistical methods, data preparation, and data visualization tools Tight integration with IBM's DB2 relational database system SAS Enterprise Miner A variety of statistical analysis tools Data warehouse tools and multiple data mining algorithmsaCCCCCa C   /Data Mining Systems &  FMSMiner (Intelligence Science Lab, CAS) Rich multiple data mining algorithms Data warehouse and OLAP Advanced metadata management Powerful ETL module DBMiner (DBMiner Technology Inc.) Multiple data mining modules: discovery-driven OLAP analysis, association, classification, and clustering Efficient, association and sequential-pattern mining functions, and visual classification tool Mining both relational databases and data warehouses Oracle Darwin Multiple data mining algorithms: NN & Decision Tree optimized Loose Integration with Oracle 8i Advanced visualization tools +ZoZ"ZZZ|Z0P0P+CoC"CC CG|C C CN      0Kdnuggets website:$    6http://www.kdnuggets.com/polls/dm_tools_oct_2000.htm 77&4  m 04fOutline09XX  h(Hardware/System Requirements for Windows6)DX FXDX ) Version 7 Windows 95, 98 , NT, and NT server A file system supporting long file names or NTFS (for NT) 32MB for 95, 98, and NT 64MB for NT server A mouse Netscape 4.07 or IE5 only or higher \     Version 8 Windows 2000, NT, and NT server A file system supporting long file names or NTFS (for NT) 32MB for 2000 and NT 64MB for NT server A mouse Netscape 4.07 or IE5 only or higher <    i(Hardware/System Requirements for SolarisD)DXD FXDX ) Version 7 Solaris (release 2.6 or 7) 16MB minimum with 8MB additional for each Concurrent user Netscape Navigator 4.08 or higherT :" y   Version 8 Solaris (release 2.6, 7 or higher) 64MB with 8MB additional for each Concurrent user Netscape Navigator 4.08 or higher \ #2%  j%Hardware/System Requirements for UNIX6&DXFXDX & Version 7 DIGITAL UNIX, Version 4.0D or Tru64 UNIX, Version 4.0E 48 MB with 8 MB additional for each concurrent user Netscape Navigator, Version 4.06 or higherV Z7ZZ4ZZ+Z   Version 8 DIGITAL UNIX, Version 4.0D or Tru64 UNIX, Version 4.0F 96 MB with 16 MB additional for each concurrent user Netscape Navigator, Version 4.08 or higher ` Z7ZZ5ZZ.Z  mSystem Components @@   2System Components @@  WSAS/INSIGHT SAS/IntrNet SAS/LAB SAS/MDDB Server SAS/OR SAS/QC SAS/SHARE SAS/SPECTRVIEW XW2  @  3 Using SAS @  When you start SAS in a windowing environment you automatically have access to at least 4 windows. The (enhanced) program editor is a place where you type instructions to SAS. The log window gives you feedback on how SAS interprets your work. The output window displays any printed results from your request. There is also a two pained window. One, Explorer, allows you to look at data sets. The other, Results, acts like a hyperlinked table of contents for the output window.2dP|PdB|B  nTelling SAS what to do.@  You type instructions in the program editor and then push the run button. The instructions you will use for this class will be data steps (to create data sets) and procedures (to analyze data sets). @  o Data steps @  eIn data steps you can create variables (a variable is just like a box that can hold either numbers or letters). You can do math on variables including using functions that are build into SAS. data work.someData; theAnswer = 1 + 1; run; After you type the instructions you have to tell SAS to actually do the work. Push the running person icon to do this.Z-ZxZ@EEEEEEEEx@@       p Functions @  SAS has thousands of functions built in: data work.blah; numberOne = 1; someTrigThing = sin(numberOne); run; I have tried to document the ones that students frequently need in Lecture 2 of 223. Take a look at the slides labeled Frequently Used Functions.)ZFZZ)@EEE#EEE@Z:          qFinding fuctions@&   <& or you can look up the function in the SAS online documentation. One of the useful links in the useful links section of the class website http://www.stanford.edu/class/hrp223/2002f/usefulLinks.html is the SAS online documentation. The URL of SAS OnLineDoc is: http://v9doc.sas.com/sasdoc/ If you enter a bad password 3 times and it will take you to the registration page. Access to the documentation is free.h"B=B?BBxBBd  ; 3     {  0 0$ rExample of a Function@  If you roll a die 50 times what's the chance that you'll get more than 10 "6"'s? data work.pfft; x = 1 - CDF('BINOMIAL',10, 1/6, 50) ; run;NQ<Q@GGGG GGGGGGGGGGGG&V   .  s Procedures @  SAS has many built in statistical analysis procedures. The ones you will use for this class are: proc freq  contingency tables See 223 topics 12 and 13 proc logistic  logistic regression See 223 topics 14 and 15lc$c@@@$@ @    tReal data looks like this:@  data work.epi; input subjectID exposure $ disease $; datalines; 1 exposed Diseased 2 exposed Diseased 3 exposed Diseased 4 exposed Diseased 5 exposed notDiseased 6 notExposed notDiseased 7 exposed Diseased 8 exposed Diseased 9 exposed Diseased 10 notExposed notDiseased 11 exposed notDiseased 12 exposed Diseased 13 notExposed Diseased 14 notExposed notDiseased 15 exposed Diseased 16 exposed Diseased 17 exposed notDiseased 18 notExposed notDiseased 19 exposed Diseased 20 exposed Diseased 21 exposed Diseased 22 notExposed notDiseased 23 exposed notDiseased 24 exposed Diseased 25 notExposed notDiseased 26 exposed notDiseased 27 notExposed notDiseased 28 exposed Diseased ; run; @PBBBBb         X         =                    7         A                            uContingency tables@  dYou can get a frequency table like this: proc freq data = work.epi; tables exposure * disease; run;)Z<Z)@EEEEEEEEEE&:  #  vContingency tables analysis@  :proc freq data= epi; tables exposure*disease /chisq; run;;GGGGGGGGGGGG@     w Grouped Data @  You will get grouped data in statistics classes& In a case-control study of 50 patients with pancreatic cancer and 50 hospital controls, 15 patients and 25 controls are non-coffee-drinkers, 15 patients and 10 controls are mid-level coffee drinkers, and 20 patients and 15 controls are high-octane coffee addicts. What are the odds ratios for the association between coffee drinking and pancreatic cancer (comparing high to low, high to none, low to none, and any to none)? ZB  x Grouped Data @  data work.epi; input exposure $ disease $ people; datalines; notExposed diseased 15 notExposed notDiseased 25 little diseased 15 little notDiseased 10 lots diseased 20 lots notDiseased 15 ; run;ZG GGG GGGG  '                     yProblems&  @  6proc freq data = epi; tables exposure * disease; run;7EEEEE EEEEE&  # z Weighted data@  Fproc freq data = epi; weight people; tables exposure * disease; run;GGGGGG GG GGGGG&  3 {Analysis of weighted data@  xproc freq data = epi; weight people; tables exposure * disease /relrisk; where exposure in ("notExpos", "lots"); run;zyGGGGG GG GGGGGGG GGGGGGZ  .     |Formats in Freq@  proc format; value $coffee "lots" = "Exposed" "little" = "Exposed" "notExpos" = "notExpos" ; run; proc freq data = epi; weight people; format exposure $coffee.; tables exposure * disease /relrisk; run; PPGGGGG GGG GGGG GG GG GGGGGGGGG GG GG GGGGGGGGGBH      I    }# Analysis of Formatted Grouped Data $@#B$ # 4#SAS Enterprise Miner: scatter plots:$F &(F &F & $  ,ZBF  ~Outline09XX  "The User Interface to SPSS/Windows##@ # The user interface to SPSS/Windows is built around three primary and distinct windows: the Data Editor window the Syntax Editor window and, the Viewer windowXWGPWF  "The User Interface to SPSS/Windows##@ # iIt is important to know in which window one is working because each window supports a specific function. ji" j "The User Interface to SPSS/Windows##@ # sThe type of window -- Data Editor, Syntax Editor, or Viewer -- is identified in the top left corner of each window.tt t Using DLI SPSS Command Files@  WTo use an SPSS command file from a DLI study, select File and Open from the Menu items.XX X Using DLI SPSS Command Files@  Select  Syntax as the file type and all files with the .sps file extension will be shown.[[&9      ! SPSS Features" B?@  qStatistical software that will help: manage data transform data analyze data present data (graphs and tables)f% wx@w#" M r " Managing Data" B2@  File management tasks append, merge or write files sort cases select cases (conditionally or randomly) create aggregate or summary filesjwwxYw$v  #Transforming Data,wB2@  Variable transformation tasks numeric transformations creating new variables (conditionally or unconditionally) recoding existing variables string transformations date and time transformationswwXwPwnwP$X6  $Analyzing Data,wB2@  NStatistical procedures descriptive comparative data-reduction modeling `wwx*w$8 O %Presenting Data"wB2  IMethods of displaying results presentation graphics presentation tablesbwwxw$", J 5#Data Mining Processes by Clementine($#D D ( $ 6Outline09XX  ;About DB2 Intelligent Miner&  HDB2 Intelligent Miner for Data  focused on the large-scale mining, such as large volumes of data, parallel data mining on Windows NT, Sun Solaris, and OS/390  IBMX}  <Main Functionalities&  Cluster analysis Group the data that share similar trends and patterns Classification Predict the outcome based on historical data Association analysis Finding frequent patterns. 6x-5,"       =>?Classification &"7*Cluster groupings in IBM Intelligent Miner*+$F &F &( +  &Outline09XX  #Architecture of MSMiner6X&    FMSETL $#.   a&Conceptual Modeling of Data Warehouses''B& ' Modeling data warehouses: dimensions & measures Star schema: A fact table in the middle connected to a set of dimension tables Snowflake schema: A refinement of star schema where some dimensional hierarchy is normalized into a set of smaller dimension tables, forming a shape similar to snowflake Fact constellations: Multiple fact tables share dimension tables, viewed as a collection of stars, therefore called galaxy schema or fact constellation (00 0B FBCFffFB@Fff F'Fff'BFB+Fff4B FB@  bExample of Star Schema@   B cExample of Snowflake Schema@   dExample of Snowflake Schema@   EOLAP   + Meta Data 6  ,-Data Mining Alorithms&     Built-in tools Decision Tree Rough Set SOM Associate Rules Visualization Add-in tools HSC SVM Bayesian Networks Neural Networks Fuzzy ClusteringT: =: =$U  = MU)www.UniSA.edu.au/~shizz/(B.F.  ] 0 Questions?!0  F,3F,3  /W'+8:3  0  4s(  4~ 4 s *8a'g5  a ` \ < 4# #" PP  4 S a\ <l VUser Interface3   4 S a\ @< iETL Function and Task3   4 S Вa\ < gMetadata Management3   4 S a\ d< cDatabase Server3  ZB 4 s *DfPlP@ZB  4 s *DfPP ZB  4 s *DfPPdZB  4 s *DfdZB  4 s *Dfl@ZB  4 s *Df H 4 0޽h ? f̙fr8  Β?1S(  <  Chart MSGraph.Chart.80.Microsoft Graph 2000 Vh Chart MSGraph.Chart.80.Microsoft Graph 2000 VhrMOVVP Paint.Picture0MOVVPrMOVVP Paint.Picture0MOVVPrMOVVP Paint.Picture0MOVVPClip (MS_ClipArt_Gallery.50,Microsoft Clip GalleryClip (MS_ClipArt_Gallery.20,Microsoft Clip Galleryvhttp://www.stanford.edu/class/hrp223/2002f/usefulLinks.htmlvhttp://www.stanford.edu/class/hrp223/2002f/usefulLinks.html8http://v9doc.sas.com/sasdoc/8http://v9doc.sas.com/sasdoc/ZPicture Word.Picture.80,Microsoft Word Picture[Picture Word.Picture.80,Microsoft Word Picture\Picture Word.Picture.80,Microsoft Word Picture].www.UniSA.edu.au/~shizz<http://www.unisa.edu.au/~shizzr^(MOVVP Paint.Picture0MOVVPmhhttp://www.kdnuggets.com/polls/dm_tools_oct_2000.htmhhttp://www.kdnuggets.com/polls/dm_tools_oct_2000.htmn- Excel.Chart.80*Microsoft Excel Chart\/ 0DTimes New RomanTT?ܖ 0ܖD[SOes New RomanTT?ܖ 0ܖ DArialNew RomanTT?ܖ 0ܖ"0DWingdingsRomanTT?ܖ 0ܖ@DGaramondRomanTT?ܖ 0ܖPDTahomadRomanTT?ܖ 0ܖ"`DVerdanaRomanTT?ܖ 0ܖ"pDSAS MonospacenTT?ܖ 0ܖ1DTimesnospacenTT?ܖ 0ܖ DNSe~ўnospacenTT?ܖ 0ܖ DArial BlackenTT?ܖ 0ܖ"DHelveticakenTT?ܖ 0ܖh " C .  @n?" dd@  @@``_t,WHOOSH.WAV.WAV 30103RIFFWAVEfmt ++data~~~~~~~~~~~~~~~~~~~~~~~~~~~|||~~~~~zvtvxz|~zvrnlrv||vtrpptz~|xvtv|~~zxvvvz|~xrlhntzzvrrpprrx~|j[QU_|bICCYn[ICY~zlnh]_r|]SUSSjz|x__l~v_]drnUb|nfd_]d]5=rrnj]jz~lMldrx[[_f|YQfWK_xh[zx[CIjzxxdSQz|_fI9WӹM;QnvK;OUx~xj]]YS~ɵlM?plM;CGpٵ[)Kh|% %;xtKQS]ɖbGr|lSnvz~nfS[nëx;Az=+AYݻ|=/1r_ ?|潄W5/Czãf)/pvbMQr|O=OtjdhjlG?G_ɊK3לdQCMppW;1SŷAMz/#?bx͖SAM[hvhYp~~zrvt[]ptWOUtxxd]v~vvxzd_xzh_nrSQltbdp~_lrQ_l][tf]W]~hWfp|fWhnhbU[hzlSCWbYbnxpdhjvjM9Ot]GQ[dpp~hhhdpx~xh]Yntnrp]dlvjQMb|vdjpzxzztljr||_[r~~jb_j|z|xpp~~v]Wh||zx|x|zzndhpxr]Yfntzjl|z||~vppnrzphrxz|~|xtrjjtv~~vz|z||xrrv~xrprtz|||vzxvx|xtx~~~~~~~zxxxx|zxz~~~rrz~|xz~~|vtx|zxz|~~~||zx|||~~zz|zz~~~~|~~||~~||zz|~||z~~~~zxzz|~~~~|~~~|~||~~~~~~~~~~~~~|||~~~~~~~~~~~~~||~~||~||~~~~|||~~~~||||~~~~~~||||~~~~~~~~~~~|~~~~|zz~~~~~~~||||~~||~~~~~|||~~~~~|||~|~|~~~~|z|~~~~~~~|||~~~~~~~~||~~~~~~~~,Whoosh.wav.WAV 40103RIFFWAVEfmt ++data~~~~~~~~~~~~~~~~~~~~~~~~~~~|||~~~~~zvtvxz|~zvrnlrv||vtrpptz~|xvtv|~~zxvvvz|~xrlhntzzvrrpprrx~|j[QU_|bICCYn[ICY~zlnh]_r|]SUSSjz|x__l~v_]drnUb|nfd_]d]5=rrnj]jz~lMldrx[[_f|YQfWK_xh[zx[CIjzxxdSQz|_fI9WӹM;QnvK;OUx~xj]]YS~ɵlM?plM;CGpٵ[)Kh|% %;xtKQS]ɖbGr|lSnvz~nfS[nëx;Az=+AYݻ|=/1r_ ?|潄W5/Czãf)/pvbMQr|O=OtjdhjlG?G_ɊK3לdQCMppW;1SŷAMz/#?bx͖SAM[hvhYp~~zrvt[]ptWOUtxxd]v~vvxzd_xzh_nrSQltbdp~_lrQ_l][tf]W]~hWfp|fWhnhbU[hzlSCWbYbnxpdhjvjM9Ot]GQ[dpp~hhhdpx~xh]Yntnrp]dlvjQMb|vdjpzxzztljr||_[r~~jb_j|z|xpp~~v]Wh||zx|x|zzndhpxr]Yfntzjl|z||~vppnrzphrxz|~|xtrjjtv~~vz|z||xrrv~xrprtz|||vzxvx|xtx~~~~~~~zxxxx|zxz~~~rrz~|xz~~|vtx|zxz|~~~||zx|||~~zz|zz~~~~|~~||~~||zz|~||z~~~~zxzz|~~~~|~~~|~||~~~~~~~~~~~~~|||~~~~~~~~~~~~~||~~||~||~~~~|||~~~~||||~~~~~~||||~~~~~~~~~~~|~~~~|zz~~~~~~~||||~~||~~~~~|||~~~~~|||~|~|~~~~|z|~~~~~~~|||~~~~~~~~||~~~~~~~~ ''5(_-H0,$62 '"  k  GM a:.)./     T             02713456J"! { LG/ )U;    D ZTI'J.K.,9Q<$%()CJ,-.N012345679RI W< uvwxyzBCDSO P8" h  <]}i  b$o[Il=H~=kS4"$ <0=24b$0tq6,oM&42$S|oS:}hUk b$2U\$r }W*8V\p b$xp3ųm$ b$<{4Sƻ@>gYb$k 7)%[b$1iqZX͊2R3C*gb$ `AƥiEf AFb$"3%X},$$$$$b$1wļp|,|kb$9l|Eh.&tC$$$$$$$$$$$$$$$$$$$$$$$$b$3srN׵8$$$$$$$$$$$$$$$$$$$$$$$$$b$+*KFB /$b$ U wZ,H,3$b$?gf}|Q 28R$tVk F$$$$$$$b$P!nAl3$$$$$$$b$a& 4ܾ+b$m|#VU7jb$kW°Hc_E$$b$d pH<)ub$n<B               0>VOutline09XX  cdClassification2  ?Classifying the observations or data into a predefined class.@@+ @ j! Clustering 2  fClustering is the task of segment a diverse group into a number of more similar subgroups or clusters.gg' g fClass Probability2  *Assign a probability to each class outcome+++ + r)!Association and Affinity Grouping"", "  Determines likelihood of events occurring in combination across subjects (customers), or transactions pertaining to the same  items. '  y0 Description 9  E Extract feature expressions from data set to describe conception. FF+ F z1 Visualization9X   Data visualization is one powerful form of descriptive data mining exercise. The right picture really can be worth a thousand rules since human beings are extremely practiced at extracting meaning from visual scenes. '  {2 Visualization9X   hModeling 9  L Construct a mathematical or physical model to describe activity or stateMM' M 9Knowledge Discovery Process*Data Mining Procedure  [^_`,1. Data Mining Systems &   Clementine (SPSS) An integrated data mining development environment for end-users and developers Multiple data mining algorithms and visualization tools IBM Intelligent Miner A wide range of data mining algorithms Scalable mining algorithms Toolkits: neural network algorithms, statistical methods, data preparation, and data visualization tools Tight integration with IBM's DB2 relational database system SAS Enterprise Miner A variety of statistical analysis tools Data warehouse tools and multiple data mining algorithmsaCCCCCa C   /Data Mining Systems &  FMSMiner (Intelligence Science Lab, CAS) Rich multiple data mining algorithms Data warehouse and OLAP Advanced metadata management Powerful ETL module DBMiner (DBMiner Technology Inc.) Multiple data mining modules: discovery-driven OLAP analysis, association, classification, and clustering Efficient, association and sequential-pattern mining functions, and visual classification tool Mining both relational databases and data warehouses Oracle Darwin Multiple data mining algorithms: NN & Decision Tree optimized Loose Integration with Oracle 8i Advanced visualization tools +ZoZ"ZZZ|Z0P0P+CoC"CC CG|C C CN      0Kdnuggets website:$    6http://www.kdnuggets.com/polls/dm_tools_oct_2000.htm 77&4  m 04fOutline09XX  h(Hardware/System Requirements for Windows6)DX FXDX ) Version 7 Windows 95, 98 , NT, and NT server A file system supporting long file names or NTFS (for NT) 32MB for 95, 98, and NT 64MB for NT server A mouse Netscape 4.07 or IE5 only or higher \     Version 8 Windows 2000, NT, and NT server A file system supporting long file names or NTFS (for NT) 32MB for 2000 and NT 64MB for NT server A mouse Netscape 4.07 or IE5 only or higher <    i(Hardware/System Requirements for SolarisD)DXD FXDX ) Version 7 Solaris (release 2.6 or 7) 16MB minimum with 8MB additional for each Concurrent user Netscape Navigator 4.08 or higherT :" y   Version 8 Solaris (release 2.6, 7 or higher) 64MB with 8MB additional for each Concurrent user Netscape Navigator 4.08 or higher \ #2%  j%Hardware/System Requirements for UNIX6&DXFXDX & Version 7 DIGITAL UNIX, Version 4.0D or Tru64 UNIX, Version 4.0E 48 MB with 8 MB additional for each concurrent user Netscape Navigator, Version 4.06 or higherV Z7ZZ4ZZ+Z   Version 8 DIGITAL UNIX, Version 4.0D or Tru64 UNIX, Version 4.0F 96 MB with 16 MB additional for each concurrent user Netscape Navigator, Version 4.08 or higher ` Z7ZZ5ZZ.Z  mSystem Components @@   2System Components @@  WSAS/INSIGHT SAS/IntrNet SAS/LAB SAS/MDDB Server SAS/OR SAS/QC SAS/SHARE SAS/SPECTRVIEW XW2  @  3 Using SAS @  When you start SAS in a windowing environment you automatically have access to at least 4 windows. The (enhanced) program editor is a place where you type instructions to SAS. The log window gives you feedback on how SAS interprets your work. The output window displays any printed results from your request. There is also a two pained window. One, Explorer, allows you to look at data sets. The other, Results, acts like a hyperlinked table of contents for the output window.2dP|PdB|B  nTelling SAS what to do.@  You type instructions in the program editor and then push the run button. The instructions you will use for this class will be data steps (to create data sets) and procedures (to analyze data sets). @  o Data steps @  eIn data steps you can create variables (a variable is just like a box that can hold either numbers or letters). You can do math on variables including using functions that are build into SAS. data work.someData; theAnswer = 1 + 1; run; After you type the instructions you have to tell SAS to actually do the work. Push the running person icon to do this.Z-ZxZ@EEEEEEEEx@@       p Functions @  SAS has thousands of functions built in: data work.blah; numberOne = 1; someTrigThing = sin(numberOne); run; I have tried to document the ones that students frequently need in Lecture 2 of 223. Take a look at the slides labeled Frequently Used Functions.)ZFZZ)@EEE#EE      !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghijklmnopqrstuvwxyz{|}~E@Z:          qFinding fuctions@&   <& or you can look up the function in the SAS online documentation. One of the useful links in the useful links section of the class website http://www.stanford.edu/class/hrp223/2002f/usefulLinks.html is the SAS online documentation. The URL of SAS OnLineDoc is: http://v9doc.sas.com/sasdoc/ If you enter a bad password 3 times and it will take you to the registration page. Access to the documentation is free.h"B=B?BBxBBd  ; 3     {  0 0$ rExample of a Function@  If you roll a die 50 times what's the chance that you'll get more than 10 "6"'s? data work.pfft; x = 1 - CDF('BINOMIAL',10, 1/6, 50) ; run;NQ<Q@GGGG GGGGGGGGGGGG&V   .  s Procedures @  SAS has many built in statistical analysis procedures. The ones you will use for this class are: proc freq  contingency tables See 223 topics 12 and 13 proc logistic  logistic regression See 223 topics 14 and 15lc$c@@@$@ @    tReal data looks like this:@  data work.epi; input subjectID exposure $ disease $; datalines; 1 exposed Diseased 2 exposed Diseased 3 exposed Diseased 4 exposed Diseased 5 exposed notDiseased 6 notExposed notDiseased 7 exposed Diseased 8 exposed Diseased 9 exposed Diseased 10 notExposed notDiseased 11 exposed notDiseased 12 exposed Diseased 13 notExposed Diseased 14 notExposed notDiseased 15 exposed Diseased 16 exposed Diseased 17 exposed notDiseased 18 notExposed notDiseased 19 exposed Diseased 20 exposed Diseased 21 exposed Diseased 22 notExposed notDiseased 23 exposed notDiseased 24 exposed Diseased 25 notExposed notDiseased 26 exposed notDiseased 27 notExposed notDiseased 28 exposed Diseased ; run; @PBBBBb         X         =                    7         A                            uContingency tables@  dYou can get a frequency table like this: proc freq data = work.epi; tables exposure * disease; run;)Z<Z)@EEEEEEEEEE&:  #  vContingency tables analysis@  :proc freq data= epi; tables exposure*disease /chisq; run;;GGGGGGGGGGGG@     w Grouped Data @  You will get grouped data in statistics classes& In a case-control study of 50 patients with pancreatic cancer and 50 hospital controls, 15 patients and 25 controls are non-coffee-drinkers, 15 patients and 10 controls are mid-level coffee drinkers, and 20 patients and 15 controls are high-octane coffee addicts. What are the odds ratios for the association between coffee drinking and pancreatic cancer (comparing high to low, high to none, low to none, and any to none)? ZB  x Grouped Data @  data work.epi; input exposure $ disease $ people; datalines; notExposed diseased 15 notExposed notDiseased 25 little diseased 15 little notDiseased 10 lots diseased 20 lots notDiseased 15 ; run;ZG GGG GGGG  '                     yProblems&  @  6proc freq data = epi; tables exposure * disease; run;7EEEEE EEEEE&  # z Weighted data@  Fproc freq data = epi; weight people; tables exposure * disease; run;GGGGGG GG GGGGG&  3 {Analysis of weighted data@  xproc freq data = epi; weight people; tables exposure * disease /relrisk; where exposure in ("notExpos", "lots"); run;zyGGGGG GG GGGGGGG GGGGGGZ  .     |Formats in Freq@  proc format; value $coffee "lots" = "Exposed" "little" = "Exposed" "notExpos" = "notExpos" ; run; proc freq data = epi; weight people; format exposure $coffee.; tables exposure * disease /relrisk; run; PPGGGGG GGG GGGG GG GG GGGGGGGGG GG GG GGGGGGGGGBH      I    }# Analysis of Formatted Grouped Data $@#B$ # 4#SAS Enterprise Miner: scatter plots:$F &(F &F & $  ,ZBF  ~Outline09XX  "The User Interface to SPSS/Windows##@ # The user interface to SPSS/Windows is built around three primary and distinct windows: the Data Editor window the Syntax Editor window and, the Viewer windowXWGPWF  "The User Interface to SPSS/Windows##@ # iIt is important to know in which window one is working because each window supports a specific function. ji" j "The User Interface to SPSS/Windows##@ # sThe type of window -- Data Editor, Syntax Editor, or Viewer -- is identified in the top left corner of each window.tt t Using DLI SPSS Command Files@  WTo use an SPSS command file from a DLI study, select File and Open from the Menu items.XX X Using DLI SPSS Command Files@  Select  Syntax as the file type and all files with the .sps file extension will be shown.[[&9      ! SPSS Features" B?@  qStatistical software that will help: manage data transform data analyze data present data (graphs and tables)f% wx@w#" M r " Managing Data" B2@  File management tasks append, merge or write files sort cases select cases (conditionally or randomly) create aggregate or summary filesjwwxYw$v  #Transforming Data,wB2@  Variable transformation tasks numeric transformations creating new variables (conditionally or unconditionally) recoding existing variables string transformations date and time transformationswwXwPwnwP$X6  $Analyzing Data,wB2@  NStatistical procedures descriptive comparative data-reduction modeling `wwx*w$8 O %Presenting Data"wB2  IMethods of displaying results presentation graphics presentation tablesbwwxw$", J 5#Data Mining Processes by Clementine($#D D ( $ 6Outline09XX  ;About DB2 Intelligent Miner&  HDB2 Intelligent Miner for Data  focused on the large-scale mining, such as large volumes of data, parallel data mining on Windows NT, Sun Solaris, and OS/390  IBMX}  <Main Functionalities&  Cluster analysis Group the data that share similar trends and patterns Classification Predict the outcome based on historical data Association analysis Finding frequent patterns. 6x-5,"       =>?Classification &"7*Cluster groupings in IBM Intelligent Miner*+$F &F &( +  &Outline09XX  #Architecture of MSMiner6X&    FMSETL $#.   a&Conceptual Modeling of Data Warehouses''B& ' Modeling data warehouses: dimensions & measures Star schema: A fact table in the middle connected to a set of dimension tables Snowflake schema: A refinement of star schema where some dimensional hierarchy is normalized into a set of smaller dimension tables, forming a shape similar to snowflake Fact constellations: Multiple fact tables share dimension tables, viewed as a collection of stars, therefore called galaxy schema or fact constellation (00 0B FBCFffFB@Fff F'Fff'BFB+Fff4B FB@  bExample of Star Schema@   B cExample of Snowflake Schema@   dExample of Snowflake Schema@   EOLAP   + Meta Data 6  ,-Data Mining Alorithms&     Built-in tools Decision Tree Rough Set SOM Associate Rules Visualization Add-in tools HSC SVM Bayesian Networks Neural Networks Fuzzy ClusteringT: =: =$U  = MU)www.UniSA.edu.au/~shizz/(B.F.  ] 0 Questions?!0  F,3F,3  /W'+8:r eV?1L(  8  Chart MSGraph.Chart.80.Microsoft Graph 2000 Vh Chart MSGraph.Chart.80.Microsoft Graph 2000 VhrMOVVP Paint.Picture0MOVVPrMOVVP Paint.Picture0MOVVPrMOVVP Paint.Picture0MOVVPClip (MS_ClipArt_Gallery.50,Microsoft Clip GalleryClip (MS_ClipArt_Gallery.20,Microsoft Clip Galleryvhttp://www.stanford.edu/class/hrp223/2002f/usefulLinks.htmlvhttp://www.stanford.edu/class/hrp223/2002f/usefulLinks.html8http://v9doc.sas.com/sasdoc/8http://v9doc.sas.com/sasdoc/ZPicture Word.Picture.80,Microsoft Word Picture[Picture Word.Picture.80,Microsoft Word Picture\Picture Word.Picture.80,Microsoft Word Picturer^(MOVVP 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         0>VOutline09XX  cdClassification2  ?Classifying the observations or data into a predefined class.@@+ @ j! Clustering 2  fClustering is the task of segment a diverse group into a number of more similar subgroups or clusters.gg' g fClass Probability2  *Assign a probability to each class outcome+++ + r)!Association and Affinity Grouping"", "  Determines likelihood of events occurring in combination across subjects (customers), or transactions pertaining to the same  items. '  y0 Description 9  E Extract feature expressions from data set to describe conception. FF+ F z1 Visualization9X   Data visualization is one powerful form of descriptive data mining exercise. The right picture really can be worth a thousand rules since human beings are extremely practiced at extracting meaning from visual scenes. '  {2 Visualization9X   hModeling 9  L Construct a mathematical or physical model to describe activity or stateMM' M 9Knowledge Discovery Process*Data Mining Procedure  [^_`,1. Data Mining Systems &   Clementine (SPSS) An integrated data mining development environment for end-users and developers Multiple data mining algorithms and visualization tools IBM Intelligent Miner A wide range of data mining algorithms Scalable mining algorithms Toolkits: neural network algorithms, statistical methods, data preparation, and data visualization tools Tight integration with IBM's DB2 relational database system SAS Enterprise Miner A variety of statistical analysis tools Data warehouse tools and multiple data mining algorithmsaCCCCCa C   /Data Mining Systems &  FMSMiner (Intelligence Science Lab, CAS) Rich multiple data mining algorithms Data warehouse and OLAP Advanced metadata management Powerful ETL module DBMiner (DBMiner Technology Inc.) Multiple data mining modules: discovery-driven OLAP analysis, association, classification, and clustering Efficient, association and sequential-pattern mining functions, and visual classification tool Mining both relational databases and data warehouses Oracle Darwin Multiple data mining algorithms: NN & Decision Tree optimized Loose Integration with Oracle 8i Advanced visualization tools +ZoZ"ZZZ|Z0P0P+CoC"CC CG|C C CN      0Kdnuggets website:$    6http://www.kdnuggets.com/polls/dm_tools_oct_2000.htm 77&4  m 04fOutline09XX  h(Hardware/System Requirements for Windows6)DX FXDX ) Version 7 Windows 95, 98 , NT, and NT server A file system supporting long file names or NTFS (for NT) 32MB for 95, 98, and NT 64MB for NT server A mouse Netscape 4.07 or IE5 only or higher \     Version 8 Windows 2000, NT, and NT server A file system supporting long file names or NTFS (for NT) 32MB for 2000 and NT 64MB for NT server A mouse Netscape 4.07 or IE5 only or higher <    i(Hardware/System Requirements for SolarisD)DXD FXDX ) Version 7 Solaris (release 2.6 or 7) 16MB minimum with 8MB additional for each Concurrent user Netscape Navigator 4.08 or higherT :" y   Version 8 Solaris (release 2.6, 7 or higher) 64MB with 8MB additional for each Concurrent user Netscape Navigator 4.08 or higher \ #2%  j%Hardware/System Requirements for UNIX6&DXFXDX & Version 7 DIGITAL UNIX, Version 4.0D or Tru64 UNIX, Version 4.0E 48 MB with 8 MB additional for each concurrent user Netscape Navigator, Version 4.06 or higherV Z7ZZ4ZZ+Z   Version 8 DIGITAL UNIX, Version 4.0D or Tru64 UNIX, Version 4.0F 96 MB with 16 MB additional for each concurrent user Netscape Navigator, Version 4.08 or higher ` Z7ZZ5ZZ.Z  mSystem Components @@   2System Components @@  WSAS/INSIGHT SAS/IntrNet SAS/LAB SAS/MDDB Server SAS/OR SAS/QC SAS/SHARE SAS/SPECTRVIEW XW2  @  3 Using SAS @  When you start SAS in a windowing environment you automatically have access to at least 4 windows. The (enhanced) program editor is a place where you type instructions to SAS. The log window gives you feedback on how SAS interprets your work. The output window displays any printed results from your request. There is also a two pained window. One, Explorer, allows you to look at data sets. The other, Results, acts like a hyperlinked table of contents for the output window.2dP|PdB|B  nTelling SAS what to do.@  You type instructions in the program editor and then push the run button. The instructions you will use for this class will be data steps (to create data sets) and procedures (to analyze data sets). @  o Data steps @  eIn data steps you can create variables (a variable is just like a box that can hold either numbers or letters). You can do math on variables including using functions that are build into SAS. data work.someData; theAnswer = 1 + 1; run; After you type the instructions you have to tell SAS to actually do the work. Push the running person icon to do this.Z-ZxZ@EEEEEEEEx@@       p Functions @  SAS has thousands of functions built in: data work.blah; numberOne = 1; someTrigThing = sin(numberOne); run; I have tried to document the ones that students frequently need in Lecture 2 of 223. Take a look at the slides labeled Frequently Used Functions.)ZFZZ)@EEE#EEE@Z:          qFinding fuctions@&   <& or you can look up the function in the SAS online documentation. One of the useful links in the useful links section of the class website http://www.stanford.edu/class/hrp223/2002f/usefulLinks.html is the SAS online documentation. The URL of SAS OnLineDoc is: http://v9doc.sas.com/sasdoc/ If you enter a bad password 3 times and it will take you to the registration page. Access to the documentation is free.h"B=B?BBxBBd  ; 3     {  0 0$ rExample of a Function@  If you roll a die 50 times what's the chance that you'll get more than 10 "6"'s? data work.pfft; x = 1 - CDF('BINOMIAL',10, 1/6, 50) ; run;NQ<Q@GGGG GGGGGGGGGGGG&V   .  s Procedures @  SAS has many built in statistical analysis procedures. The ones you will use for this class are: proc freq  contingency tables See 223 topics 12 and 13 proc logistic  logistic regression See 223 topics 14 and 15lc$c@@@$@ @    tReal data looks like this:@  data work.epi; input subjectID exposure $ disease $; datalines; 1 exposed Diseased 2 exposed Diseased 3 exposed Diseased 4 exposed Diseased 5 exposed notDiseased 6 notExposed notDiseased 7 exposed Diseased 8 exposed Diseased 9 exposed Diseased 10 notExposed notDiseased 11 exposed notDiseased 12 exposed Diseased 13 notExposed Diseased 14 notExposed notDiseased 15 exposed Diseased 16 exposed Diseased 17 exposed notDiseased 18 notExposed notDiseased 19 exposed Diseased 20 exposed Diseased 21 exposed Diseased 22 notExposed notDiseased 23 exposed notDiseased 24 exposed Diseased 25 notExposed notDiseased 26 exposed notDiseased 27 notExposed notDiseased 28 exposed Diseased ; run; @PBBBBb         X         =                    7         A                            uContingency tables@  dYou can get a frequency table like this: proc freq data = work.epi; tables exposure * disease; run;)Z<Z)@EEEEEEEEEE&:  #  vContingency tables analysis@  :proc freq data= epi; tables exposure*disease /chisq; run;;GGGGGGGGGGGG@     w Grouped Data @  You will get grouped data in statistics classes& In a case-control study of 50 patients with pancreatic cancer and 50 hospital controls, 15 patients and 25 controls are non-coffee-drinkers, 15 patients and 10 controls are mid-level coffee drinkers, and 20 patients and 15 controls are high-octane coffee addicts. What are the odds ratios for the association between coffee drinking and pancreatic cancer (comparing high to low, high to none, low to none, and any to none)? ZB  x Grouped Data @  data work.epi; input exposure $ disease $ people; datalines; notExposed diseased 15 notExposed notDiseased 25 little diseased 15 little notDiseased 10 lots diseased 20 lots notDiseased 15 ; run;ZG GGG GGGG  '                     yProblems&  @  6proc freq data = epi; tables exposure * disease; run;7EEEEE EEEEE&  # z Weighted data@  Fproc freq data = epi; weight people; tables exposure * disease; run;GGGGGG GG GGGGG&  3 {Analysis of weighted data@  xproc freq data = epi; weight people; tables exposure * disease /relrisk; where exposure in ("notExpos", "lots"); run;zyGGGGG GG GGGGGGG GGGGGGZ  .     |Formats in Freq@  proc format; value $coffee "lots" = "Exposed" "little" = "Exposed" "notExpos" = "notExpos" ; run; proc freq data = epi; weight people; format exposure $coffee.; tables exposure * disease /relrisk; run; PPGGGGG GGG GGGG GG GG GGGGGGGGG GG GG GGGGGGGGGBH      I    }# Analysis of Formatted Grouped Data $@#B$ # 4#SAS Enterprise Miner: scatter plots:$F &(F &F & $  ,ZBF  ~Outline09XX  "The User Interface to SPSS/Windows##@ # The user interface to SPSS/Windows is built around three primary and distinct windows: the Data Editor window the Syntax Editor window and, the Viewer windowXWGPWF  "The User Interface to SPSS/Windows##@ # iIt is important to know in which window one is working because each window supports a specific function. ji" j "The User Interface to SPSS/Windows##@ # sThe type of window -- Data Editor, Syntax Editor, or Viewer -- is identified in the top left corner of each window.tt t Using DLI SPSS Command Files@  WTo use an SPSS command file from a DLI study, select File and Open from the Menu items.XX X Using DLI SPSS Command Files@  Select  Syntax as the file type and all files with the .sps file extension will be shown.[[&9      ! SPSS Features" B?@  qStatistical software that will help: manage data transform data analyze data present data (graphs and tables)f% wx@w#" M r " Managing Data" B2@  File management tasks append, merge or write files sort cases select cases (conditionally or randomly) create aggregate or summary filesjwwxYw$v  #Transforming Data,wB2@  Variable transformation tasks numeric transformations creating new variables (conditionally or unconditionally) recoding existing variables string transformations date and time transformationswwXwPwnwP$X6  $Analyzing Data,wB2@  NStatistical procedures descriptive comparative data-reduction modeling `wwx*w$8 O %Presenting Data"wB2  IMethods of displaying results presentation graphics presentation tablesbwwxw$", J 5#Data Mining Processes by Clementine($#D D ( $ 6Outline09XX  ;About DB2 Intelligent Miner&  HDB2 Intelligent Miner for Data  focused on the large-scale mining, such as large volumes of data, parallel data mining on Windows NT, Sun Solaris, and OS/390  IBMX}  <Main Functionalities&  Cluster analysis Group the data that share similar trends and patterns Classification Predict the outcome based on historical data Association analysis Finding frequent patterns. 6x-5,"       =>?Classification &"7*Cluster groupings in IBM Intelligent Miner*+$F &F &( +  &Outline09XX  #Architecture of MSMiner6X&    FMSETL $#.   a&Conceptual Modeling of Data Warehouses''B& ' Modeling data warehouses: dimensions & measures Star schema: A fact table in the middle connected to a set of dimension tables Snowflake schema: A refinement of star schema where some dimensional hierarchy is normalized into a set of smaller dimension tables, forming a shape similar to snowflake Fact constellations: Multiple fact tables share dimension tables, viewed as a collection of stars, therefore called galaxy schema or fact constellation (00 0B FBCFffFB@Fff F'Fff'BFB+Fff4B FB@  bExample of Star Schema@   B cExample of Snowflake Schema@   dExample of Snowflake Schema@   EOLAP   + Meta Data 6  ,-Data Mining Alorithms&     Built-in tools Decision Tree Rough Set SOM Associate Rules Visualization Add-in tools HSC SVM Bayesian Networks Neural Networks Fuzzy ClusteringT: =: =$U  = MU)www.fzcyps.com/shizz/(B.F.   0 Questions?!0  F,3F,3  /W'+8:I  0 L0 XPt(  t t C xh?gֳgֳ ? j  ?  t 3 r?gֳgֳ ?P `P<$  0 ? 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Clustering 2  fClustering is the task of segment a diverse group into a number of more similar subgroups or clusters.gg' g fClass Probability2  *Assign a probability to each class outcome+++ + r)!Association and Affinity Grouping"", "  Determines likelihood of events occurring in combination across subjects (customers), or transactions pertaining to the same  items. '  y0 Description 9  E Extract feature expressions from data set to describe conception. FF+ F z1 Visualization9X   Data visualization is one powerful form of descriptive data mining exercise. The right picture really can be worth a thousand rules since human beings are extremely practiced at extracting meaning from visual scenes. '  {2 Visualization9X   hModeling 9  L Construct a mathematical or physical model to describe activity or stateMM' M 9Knowledge Discovery Process*Data Mining Procedure  [^_`,1. Data Mining Systems &   Clementine (SPSS) An integrated data mining development environment for end-users and developers Multiple data mining algorithms and visualization tools IBM Intelligent Miner A wide range of data mining algorithms Scalable mining algorithms Toolkits: neural network algorithms, statistical methods, data preparation, and data visualization tools Tight integration with IBM's DB2 relational database system SAS Enterprise Miner A variety of statistical analysis tools Data warehouse tools and multiple data mining algorithmsaCCCCCa C   /Data Mining Systems &  FMSMiner (Intelligence Science Lab, CAS) Rich multiple data mining algorithms Data warehouse and OLAP Advanced metadata management Powerful ETL module DBMiner (DBMiner Technology Inc.) Multiple data mining modules: discovery-driven OLAP analysis, association, classification, and clustering Efficient, association and sequential-pattern mining functions, and visual classification tool Mining both relational databases and data warehouses Oracle Darwin Multiple data mining algorithms: NN & Decision Tree optimized Loose Integration with Oracle 8i Advanced visualization tools +ZoZ"ZZZ|Z0P0P+CoC"CC CG|C C CN      0Kdnuggets website:$    6http://www.kdnuggets.com/polls/dm_tools_oct_2000.htm 77&4  m 04fOutline09XX  h(Hardware/System Requirements for Windows6)DX FXDX ) Version 7 Windows 95, 98 , NT, and NT server A file system supporting long file names or NTFS (for NT) 32MB for 95, 98, and NT 64MB for NT server A mouse Netscape 4.07 or IE5 only or higher \     Version 8 Windows 2000, NT, and NT server A file system supporting long file names or NTFS (for NT) 32MB for 2000 and NT 64MB for NT server A mouse Netscape 4.07 or IE5 only or higher <    i(Hardware/System Requirements for SolarisD)DXD FXDX ) Version 7 Solaris (release 2.6 or 7) 16MB minimum with 8MB additional for each Concurrent user Netscape Navigator 4.08 or higherT :" y   Version 8 Solaris (release 2.6, 7 or higher) 64MB with 8MB additional for each Concurrent user Netscape Navigator 4.08 or higher \ #2%  j%Hardware/System Requirements for UNIX6&DXFXDX & Version 7 DIGITAL UNIX, Version 4.0D or Tru64 UNIX, Version 4.0E 48 MB with 8 MB additional for each concurrent user Netscape Navigator, Version 4.06 or higherV Z7ZZ4ZZ+Z   Version 8 DIGITAL UNIX, Version 4.0D or Tru64 UNIX, Version 4.0F 96 MB with 16 MB additional for each concurrent user Netscape Navigator, Version 4.08 or higher ` Z7ZZ5ZZ.Z  mSystem Components @@   2System Components @@  WSAS/INSIGHT SAS/IntrNet SAS/LAB SAS/MDDB Server SAS/OR SAS/QC SAS/SHARE SAS/SPECTRVIEW XW2  @  3 Using SAS @  When you start SAS in a windowing environment you automatically have access to at least 4 windows. The (enhanced) program editor is a place where you type instructions to SAS. The log window gives you feedback on how SAS interprets your work. The output window displays any printed results from your request. There is also a two pained window. One, Explorer, allows you to look at data sets. The other, Results, acts like a hyperlinked table of contents for the output window.2dP|PdB|B  nTelling SAS what to do.@  You type instructions in the program editor and then push the run button. The instructions you will use for this class will be data steps (to create data sets) and procedures (to analyze data sets). @  o Data steps @  eIn data steps you can create variables (a variable is just like a box that can hold either numbers or letters). You can do math on variables including using functions that are build into SAS. data work.someData; theAnswer = 1 + 1; run; After you type the instructions you have to tell SAS to actually do the work. Push the running person icon to do this.Z-ZxZ@EEEEEEEEx@@       p Functions @  SAS has thousands of functions built in: data work.blah; numberOne = 1; someTrigThing = sin(numberOne); run; I have tried to document the ones that students frequently need in Lecture 2 of 223. Take a look at the slides labeled Frequently Used Functions.)ZFZZ)@EEE#EEE@Z:          qFinding fuctions@&   <& or you can look up the function in the SAS online documentation. One of the useful links in the useful links section of the class website http://www.stanford.edu/class/hrp223/2002f/usefulLinks.html is the SAS online documentation. The URL of SAS OnLineDoc is: http://v9doc.sas.com/sasdoc/ If you enter a bad password 3 times and it will take you to the registration page. Access to the documentation is free.h"B=B?BBxBBd  ; 3     {  0 0$ rExample of a Function@  If you roll a die 50 times what's the chance that you'll get more than 10 "6"'s? data work.pfft; x = 1 - CDF('BINOMIAL',10, 1/6, 50) ; run;NQ<Q@GGGG GGGGGGGGGGGG&V   .  s Procedures @  SAS has many built in statistical analysis procedures. The ones you will use for this class are: proc freq  contingency tables See 223 topics 12 and 13 proc logistic  logistic regression See 223 topics 14 and 15lc$c@@@$@ @    tReal data looks like this:@  data work.epi; input subjectID exposure $ disease $; datalines; 1 exposed Diseased 2 exposed Diseased 3 exposed Diseased 4 exposed Diseased 5 exposed notDiseased 6 notExposed notDiseased 7 exposed Diseased 8 exposed Diseased 9 exposed Diseased 10 notExposed notDiseased 11 exposed notDiseased 12 exposed Diseased 13 notExposed Diseased 14 notExposed notDiseased 15 exposed Diseased 16 exposed Diseased 17 exposed notDiseased 18 notExposed notDiseased 19 exposed Diseased 20 exposed Diseased 21 exposed Diseased 22 notExposed notDiseased 23 exposed notDiseased 24 exposed Diseased 25 notExposed notDiseased 26 exposed notDiseased 27 notExposed notDiseased 28 exposed Diseased ; run; @PBBBBb         X         =                    7         A                            uContingency tables@  dYou can get a frequency table like this: proc freq data = work.epi; tables exposure * disease; run;)Z<Z)@EEEEEEEEEE&:  #  vContingency tables analysis@  :proc freq data= epi; tables exposure*disease /chisq; run;;GGGGGGGGGGGG@     w Grouped Data @  You will get grouped data in statistics classes& In a case-control study of 50 patients with pancreatic cancer and 50 hospital controls, 15 patients and 25 controls are non-coffee-drinkers, 15 patients and 10 controls are mid-level coffee drinkers, and 20 patients and 15 controls are high-octane coffee addicts. What are the odds ratios for the association between coffee drinking and pancreatic cancer (comparing high to low, high to none, low to none, and any to none)? ZB  x Grouped Data @  data work.epi; input exposure $ disease $ people; datalines; notExposed diseased 15 notExposed notDiseased 25 little diseased 15 little notDiseased 10 lots diseased 20 lots notDiseased 15 ; run;ZG GGG GGGG  '                     yProblems&  @  6proc freq data = epi; tables exposure * disease; run;7EEEEE EEEEE&  # z Weighted data@  Fproc freq data = epi; weight people; tables exposure * disease; run;GGGGGG GG GGGGG&  3 {Analysis of weighted data@  xproc freq data = epi; weight people; tables exposure * disease /relrisk; where exposure in ("notExpos", "lots"); run;zyGGGGG GG GGGGGGG GGGGGGZ  .     |Formats in Freq@  proc format; value $coffee "lots" = "Exposed" "little" = "Exposed" "notExpos" = "notExpos" ; run; proc freq data = epi; weight people; format exposure $coffee.; tables exposure * disease /relrisk; run; PPGGGGG GGG GGGG GG GG GGGGGGGGG GG GG GGGGGGGGGBH      I    }# Analysis of Formatted Grouped Data $@#B$ # 4#SAS Enterprise Miner: scatter plots:$F &(F &F & $  ,ZBF  ~Outline09XX  "The User Interface to SPSS/Windows##@ # The user interface to SPSS/Windows is built around three primary and distinct windows: the Data Editor window the Syntax Editor window and, the Viewer windowXWGPWF  "The User Interface to SPSS/Windows##@ # iIt is important to know in which window one is working because each window supports a specific function. ji" j "The User Interface to SPSS/Windows##@ # sThe type of window -- Data Editor, Syntax Editor, or Viewer -- is identified in the top left corner of each window.tt t Using DLI SPSS Command Files@  WTo use an SPSS command file from a DLI study, select File and Open from the Menu items.XX X Using DLI SPSS Command Files@  Select  Syntax as the file type and all files with the .sps file extension will be shown.[[&9      ! SPSS Features" B?@  qStatistical software that will help: manage data transform data analyze data present data (graphs and tables)f% wx@w#" M r " Managing Data" B2@  File management tasks append, merge or write files sort cases select cases (conditionally or randomly) create aggregate or summary filesjwwxYw$v  #Transforming Data,wB2@  Variable transformation tasks numeric transformations creating new variables (conditionally or unconditionally) recoding existing variables string transformations date and time transformationswwXwPwnwP$X6  $Analyzing Data,wB2@  NStatistical procedures descriptive comparative data-reduction modeling `wwx*w$8 O %Presenting Data"wB2  IMethods of displaying results presentation graphics presentation tablesbwwxw$", J 5#Data Mining Processes by Clementine($#D D ( $ 6Outline09XX  ;About DB2 Intelligent Miner&  HDB2 Intelligent Miner for Data  focused on the large-scale mining, such as large volumes of data, parallel data mining on Windows NT, Sun Solaris, and OS/390  IBMX}  <Main Functionalities&  Cluster analysis Group the data that share similar trends and patterns Classification Predict the outcome based on historical data Association analysis Finding frequent patterns. 6x-5,"       =  >  ?Classification &"7*Cluster groupings in IBM Intelligent Miner*+$F &F &( +  &Outline09XX  #Architecture of MSMiner6X&    FMSETL $#.   a&Conceptual Modeling of Data Warehouses''B& ' Modeling data warehouses: dimensions & measures Star schema: A fact table in the middle connected to a set of dimension tables Snowflake schema: A refinement of star schema where some dimensional hierarchy is normalized into a set of smaller dimension tables, forming a shape similar to snowflake Fact constellations: Multiple fact tables share dimension tables, viewed as a collection of stars, therefore called galaxy schema or fact constellation (00 0B FBCFffFB@Fff F'Fff'BFB+Fff4B FB@  bExample of Star Schema@   B cExample of Snowflake Schema@   dExample of Snowflake Schema@   EOLAP   + Meta Data 6  ,-Data Mining Alorithms&     Built-in tools Decision Tree Rough Set SOM Associate Rules Visualization Add-in tools HSC SVM Bayesian Networks Neural Networks Fuzzy ClusteringT: =: =$U  = MU@)www.fzcyps.com/shizz/(B.F.   0 Questions?!0  F,3F,3  /W'+8: 0 F>x(  x x B(^ ԔN SSummary <   x 6b Ԕ  qThere exist some data mining systems and it is important to know their power and limitations It is important to study theoretical foundations of data mining Intelligent query answering can be integrated with mining Data Mining is important for decision making(0ZC   @`B x s *f޽h ? ̙33Y 0  (    B$ ԔmL V References  <    6BԔ; 1SAS: http://www.sas.com/ SPSS: http//www.spss.com/ Intelligent Miner: http://www-306.ibm.com/software/data/iminer/fordata/ MSMiner: http://www.fzcyps.com/en/research/msminer.html0xCCCC@CC8CCC           /    )   @`B  s *f޽h ? ̙33rz@V@1d(  8  Chart MSGraph.Chart.80.Microsoft Graph 2000 Vh Chart MSGraph.Chart.80.Microsoft Graph 2000 VhrMOVVP Paint.Picture0MOVVPrMOVVP Paint.Picture0MOVVPrMOVVP Paint.Picture0MOVVPClip (MS_ClipArt_Gallery.50,Microsoft Clip GalleryClip (MS_ClipArt_Gallery.20,Microsoft Clip Galleryvhttp://www.stanford.edu/class/hrp223/2002f/usefulLinks.htmlvhttp://www.stanford.edu/class/hrp223/2002f/usefulLinks.html8http://v9doc.sas.com/sasdoc/8http://v9doc.sas.com/sasdoc/ZPicture Word.Picture.80,Microsoft Word Picture[Picture Word.Picture.80,Microsoft Word Picture\Picture Word.Picture.80,Microsoft Word Picturer^(MOVVP Paint.Picture0MOVVPmhhttp://www.kdnuggets.com/polls/dm_tools_oct_2000.htmhhttp://www.kdnuggets.com/polls/dm_tools_oct_2000.htmn- Excel.Chart.80*Microsoft Excel Chart,www.intsci.ac.cn/shizz:http://www.intsci.ac.cn/shizz\/ 0DTimes New RomanTT.ܖ 0ܖD[SOes New RomanTT.ܖ 0ܖ DArialNew RomanTT.ܖ 0ܖ"0DWingdingsRomanTT.ܖ 0ܖ@DGaramondRomanTT.ܖ 0ܖPDTahomadRomanTT.ܖ 0ܖ"`DVerdanaRomanTT.ܖ 0ܖ"pDSAS MonospacenTT.ܖ 0ܖ1DTimesnospacenTT.ܖ 0ܖ DNSe~ўnospacenTT.ܖ 0ܖ DArial BlackenTT.ܖ 0ܖ"DHelveticakenTT.ܖ 0ܖh " C .  @n?" dd@  @@``_t,WHOOSH.WAV.WAV 30103RIFFWAVEfmt ++data~~~~~~~~~~~~~~~~~~~~~~~~~~~|||~~~~~zvtvxz|~zvrnlrv||vtrpptz~|xvtv|~~zxvvvz|~xrlhntzzvrrpprrx~|j[QU_|bICCYn[ICY~zlnh]_r|]SUSSjz|x__l~v_]drnUb|nfd_]d]5=rrnj]jz~lMldrx[[_f|YQfWK_xh[zx[CIjzxxdSQz|_fI9WӹM;QnvK;OUx~xj]]YS~ɵlM?plM;CGpٵ[)Kh|% %;xtKQS]ɖbGr|lSnvz~nfS[nëx;Az=+AY      !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRݻ|=/1r_ ?|潄W5/Czãf)/pvbMQr|O=OtjdhjlG?G_ɊK3לdQCMppW;1SŷAMz/#?bx͖SAM[hvhYp~~zrvt[]ptWOUtxxd]v~vvxzd_xzh_nrSQltbdp~_lrQ_l][tf]W]~hWfp|fWhnhbU[hzlSCWbYbnxpdhjvjM9Ot]GQ[dpp~hhhdpx~xh]Yntnrp]dlvjQMb|vdjpzxzztljr||_[r~~jb_j|z|xpp~~v]Wh||zx|x|zzndhpxr]Yfntzjl|z||~vppnrzphrxz|~|xtrjjtv~~vz|z||xrrv~xrprtz|||vzxvx|xtx~~~~~~~zxxxx|zxz~~~rrz~|xz~~|vtx|zxz|~~~||zx|||~~zz|zz~~~~|~~||~~||zz|~||z~~~~zxzz|~~~~|~~~|~||~~~~~~~~~~~~~|||~~~~~~~~~~~~~||~~||~||~~~~|||~~~~||||~~~~~~||||~~~~~~~~~~~|~~~~|zz~~~~~~~||||~~||~~~~~|||~~~~~|||~|~|~~~~|z|~~~~~~~|||~~~~~~~~||~~~~~~~~,Whoosh.wav.WAV 40103RIFFWAVEfmt ++data~~~~~~~~~~~~~~~~~~~~~~~~~~~|||~~~~~zvtvxz|~zvrnlrv||vtrpptz~|xvtv|~~zxvvvz|~xrlhntzzvrrpprrx~|j[QU_|bICCYn[ICY~zlnh]_r|]SUSSjz|x__l~v_]drnUb|nfd_]d]5=rrnj]jz~lMldrx[[_f|YQfWK_xh[zx[CIjzxxdSQz|_fI9WӹM;QnvK;OUx~xj]]YS~ɵlM?plM;CGpٵ[)Kh|% %;xtKQS]ɖbGr|lSnvz~nfS[nëx;Az=+AYݻ|=/1r_ ?|潄W5/Czãf)/pvbMQr|O=OtjdhjlG?G_ɊK3לdQCMppW;1SŷAMz/#?bx͖SAM[hvhYp~~zrvt[]ptWOUtxxd]v~vvxzd_xzh_nrSQltbdp~_lrQ_l][tf]W]~hWfp|fWhnhbU[hzlSCWbYbnxpdhjvjM9Ot]GQ[dpp~hhhdpx~xh]Yntnrp]dlvjQMb|vdjpzxzztljr||_[r~~jb_j|z|xpp~~v]Wh||zx|x|zzndhpxr]Yfntzjl|z||~vppnrzphrxz|~|xtrjjtv~~vz|z||xrrv~xrprtz|||vzxvx|xtx~~~~~~~zxxxx|zxz~~~rrz~|xz~~|vtx|zxz|~~~||zx|||~~zz|zz~~~~|~~||~~||zz|~||z~~~~zxzz|~~~~|~~~|~||~~~~~~~~~~~~~|||~~~~~~~~~~~~~||~~||~||~~~~|||~~~~||||~~~~~~||||~~~~~~~~~~~|~~~~|zz~~~~~~~||||~~||~~~~~|||~~~~~|||~|~|~~~~|z|~~~~~~~|||~~~~~~~~||~~~~~~~~ ('6+`-H0,$62 '"  k  GM a:.)./     T             02713456J"! { LG/ )U;    D TI'J.K.,9Q<$%()CJ,-.N01234567< 9RI < uvwxyzBCDES P< 8  ,[Li  Pb$o[Il=H~=kS4"$ <0=24b$0tq6,oM&42$S|oS:}hUk b$2U\$r }W*8V\p b$xp3ųm$ b$<{4Sƻ@>gYb$k 7)%[b$1iqZX͊2R3C*gb$ `AƥiEf AFb$"3%X},$$$$$b$1wļp|,|kb$9l|Eh.&tC$$$$$$$$$$$$$$$$$$$$$$$$b$3srN׵8$$$$$$$$$$$$$$$$$$$$$$$$$b$+*KFB /$b$ U wZ,H,3$b$?gf}|Q 28R$tVk F$$$$$$$b$P!nAl3$$$$$$$b$a& 4ܾ+b$m|#VU7jb$kW°Hc_E$$b$d pH<)ub$n<BX          0>VOutline09XX  cdClassification2  ?Classifying the observations or data into a predefined class.@@+ @ j! Clustering 2  fClustering is the task of segment a diverse group into a number of more similar subgroups or clusters.gg' g fClass Probability2  *Assign a probability to each class outcome+++ + r)!Association and Affinity Grouping"", "  Determines likelihood of events occurring in combination across subjects (customers), or transactions pertaining to the same  items. '  y0 Description 9  E Extract feature expressions from data set to describe conception. FF+ F z1 Visualization9X   Data visualization is one powerful form of descriptive data mining exercise. The right picture really can be worth a thousand rules since human beings are extremely practiced at extracting meaning from visual scenes. '  {2 Visualization9X   hModeling 9  L Construct a mathematical or physical model to describe activity or stateMM' M 9Knowledge Discovery Process*Data Mining Procedure  [^_`,1. Data Mining Systems &   Clementine (SPSS) An integrated data mining development environment for end-users and developers Multiple data mining algorithms and visualization tools IBM Intelligent Miner A wide range of data mining algorithms Scalable mining algorithms Toolkits: neural network algorithms, statistical methods, data preparation, and data visualization tools Tight integration with IBM's DB2 relational database system SAS Enterprise Miner A variety of statistical analysis tools Data warehouse tools and multiple data mining algorithmsaCCCCCa C   /Data Mining Systems &  FMSMiner (Intelligence Science Lab, CAS) Rich multiple data mining algorithms Data warehouse and OLAP Advanced metadata management Powerful ETL module DBMiner (DBMiner Technology Inc.) Multiple data mining modules: discovery-driven OLAP analysis, association, classification, and clustering Efficient, association and sequential-pattern mining functions, and visual classification tool Mining both relational databases and data warehouses Oracle Darwin Multiple data mining algorithms: NN & Decision Tree optimized Loose Integration with Oracle 8i Advanced visualization tools +ZoZ"ZZZ|Z0P0P+CoC"CC CG|C C CN      0Kdnuggets website:$    6http://www.kdnuggets.com/polls/dm_tools_oct_2000.htm 77&4  m 04fOutline09XX  h(Hardware/System Requirements for Windows6)DX FXDX ) Version 7 Windows 95, 98 , NT, and NT server A file system supporting long file names or NTFS (for NT) 32MB for 95, 98, and NT 64MB for NT server A mouse Netscape 4.07 or IE5 only or higher \     Version 8 Windows 2000, NT, and NT server A file system supporting long file names or NTFS (for NT) 32MB for 2000 and NT 64MB for NT server A mouse Netscape 4.07 or IE5 only or higher <    i(Hardware/System Requirements for SolarisD)DXD FXDX ) Version 7 Solaris (release 2.6 or 7) 16MB minimum with 8MB additional for each Concurrent user Netscape Navigator 4.08 or higherT :" y   Version 8 Solaris (release 2.6, 7 or higher) 64MB with 8MB additional for each Concurrent user Netscape Navigator 4.08 or higher \ #2%  j%Hardware/System Requirements for UNIX6&DXFXDX & Version 7 DIGITAL UNIX, Version 4.0D or Tru64 UNIX, Version 4.0E 48 MB with 8 MB additional for each concurrent user Netscape Navigator, Version 4.06 or higherV Z7ZZ4ZZ+Z   Version 8 DIGITAL UNIX, Version 4.0D or Tru64 UNIX, Version 4.0F 96 MB with 16 MB additional for each concurrent user Netscape Navigator, Version 4.08 or higher ` Z7ZZ5ZZ.Z  mSystem Components @@   2System Components @@  WSAS/INSIGHT SAS/IntrNet SAS/LAB SAS/MDDB Server SAS/OR SAS/QC SAS/SHARE SAS/SPECTRVIEW XW2  @  3 Using SAS @  When you start SAS in a windowing environment you automatically have access to at least 4 windows. The (enhanced) program editor is a place where you type instructions to SAS. The log window gives you feedback on how SAS interprets your work. The output window displays any printed results from your request. There is also a two pained window. One, Explorer, allows you to look at data sets. The other, Results, acts like a hyperlinked table of contents for the output window.2dP|PdB|B  nTelling SAS what to do.@  You type instructions in the program editor and then push the run button. The instructions you will use for this class will be data steps (to create data sets) and procedures (to analyze data sets). @  o Data steps @  eIn data steps you can create variables (a variable is just like a box that can hold either numbers or letters). You can do math on variables including using functions that are build into SAS. data work.someData; theAnswer = 1 + 1; run; After you type the instructions you have to tell SAS to actually do the work. Push the running person icon to do this.Z-ZxZ@EEEEEEEEx@@       p Functions @  SAS has thousands of functions built in: data work.blah; numberOne = 1; someTrigThing = sin(numberOne); run; I have tried to document the ones that students frequently need in Lecture 2 of 223. Take a look at the slides labeled Frequently Used Functions.)ZFZZ)@EEE#EEE@Z:          qFinding fuctions@&   <& or you can look up the function in the SAS online documentation. One of the useful links in the useful links section of the class website http://www.stanford.edu/class/hrp223/2002f/usefulLinks.html is the SAS online documentation. The URL of SAS OnLineDoc is: http://v9doc.sas.com/sasdoc/ If you enter a bad password 3 times and it will take you to the registration page. Access to the documentation is free.h"B=B?BBxBBd  ; 3     {  0 0$ rExample of a Function@  If you roll a die 50 times what's the chance that you'll get more than 10 "6"'s? data work.pfft; x = 1 - CDF('BINOMIAL',10, 1/6, 50) ; run;NQ<Q@GGGG GGGGGGGGGGGG&V   .  s Procedures @  SAS has many built in statistical analysis procedures. The ones you will use for this class are: proc freq  contingency tables See 223 topics 12 and 13 proc logistic  logistic regression See 223 topics 14 and 15lc$c@@@$@ @    tReal data looks like this:@  data work.epi; input subjectID exposure $ disease $; datalines; 1 exposed Diseased 2 exposed Diseased 3 exposed Diseased 4 exposed Diseased 5 exposed notDiseased 6 notExposed notDiseased 7 exposed Diseased 8 exposed Diseased 9 exposed Diseased 10 notExposed notDiseased 11 exposed notDiseased 12 exposed Diseased 13 notExposed Diseased 14 notExposed notDiseased 15 exposed Diseased 16 exposed Diseased 17 exposed notDiseased 18 notExposed notDiseased 19 exposed Diseased 20 exposed Diseased 21 exposed Diseased 22 notExposed notDiseased 23 exposed notDiseased 24 exposed Diseased 25 notExposed notDiseased 26 exposed notDiseased 27 notExposed notDiseased 28 exposed Diseased ; run; @PBBBBb         X         =                    7         A                            uContingency tables@  dYou can get a frequency table like this: proc freq data = work.epi; tables exposure * disease; run;)Z<Z)@EEEEEEEEEE&:  #  vContingency tables analysis@  :proc freq data= epi; tables exposure*disease /chisq; run;;GGGGGGGGGGGG@     w Grouped Data @  You will get grouped data in statistics classes& In a case-control study of 50 patients with pancreatic cancer and 50 hospital controls, 15 patients and 25 controls are non-coffee-drinkers, 15 patients and 10 controls are mid-level coffee drinkers, and 20 patients and 15 controls are high-octane coffee addicts. What are the odds ratios for the association between coffee drinking and pancreatic cancer (comparing high to low, high to none, low to none, and any to none)? ZB  x Grouped Data @  data work.epi; input exposure $ disease $ people; datalines; notExposed diseased 15 notExposed notDiseased 25 little diseased 15 little notDiseased 10 lots diseased 20 lots notDiseased 15 ; run;ZG GGG GGGG  '                     yProblems&  @  6proc freq data = epi; tables exposure * disease; run;7EEEEE EEEEE&  # z Weighted data@  Fproc freq data = epi; weight people; tables exposure * disease; run;GGGGGG GG GGGGG&  3 {Analysis of weighted data@  xproc freq data = epi; weight people; tables exposure * disease /relrisk; where exposure in ("notExpos", "lots"); run;zyGGGGG GG GGGGGGG GGGGGGZ  .     |Formats in Freq@  proc format; value $coffee "lots" = "Exposed" "little" = "Exposed" "notExpos" = "notExpos" ; run; proc freq data = epi; weight people; format exposure $coffee.; tables exposure * disease /relrisk; run; PPGGGGG GGG GGGG GG GG GGGGGGGGG GG GG GGGGGGGGGBH      I    }# Analysis of Formatted Grouped Data $@#B$ # 4#SAS Enterprise Miner: scatter plots:$F &(F &F & $  ,ZBF  ~Outline09XX  "The User Interface to SPSS/Windows##@ # The user interface to SPSS/Windows is built around three primary and distinct windows: the Data Editor window the Syntax Editor window and, the Viewer windowXWGPWF  "The User Interface to SPSS/Windows##@ # iIt is important to know in which window one is working because each window supports a specific function. ji" j "The User Interface to SPSS/Windows##@ # sThe type of window -- Data Editor, Syntax Editor, or Viewer -- is identified in the top left corner of each window.tt t Using DLI SPSS Command Files@  WTo use an SPSS command file from a DLI study, select File and Open from the Menu items.XX X Using DLI SPSS Command Files@  Select  Syntax as the file type and all files with the .sps file extension will be shown.[[&9      ! SPSS Features" B?@  qStatistical software that will help: manage data transform data analyze data present data (graphs and tables)f% wx@w#" M r " Managing Data" B2@  File management tasks append, merge or write files sort cases select cases (conditionally or randomly) create aggregate or summary filesjwwxYw$v  #Transforming Data,wB2@  Variable transformation tasks numeric transformations creating new variables (conditionally or unconditionally) recoding existing variables string transformations date and time transformationswwXwPwnwP$X6  $Analyzing Data,wB2@  NStatistical procedures descriptive comparative data-reduction modeling `wwx*w$8 O %Presenting Data"wB2  IMethods of displaying results presentation graphics presentation tablesbwwxw$", J 5#Data Mining Processes by Clementine($#D D ( $ 6Outline09XX  ;About DB2 Intelligent Miner&  HDB2 Intelligent Miner for Data  focused on the large-scale mining, such as large volumes of data, parallel data mining on Windows NT, Sun Solaris, and OS/390  IBMX}  <Main Functionalities&  Cluster analysis Group the data that share similar trends and patterns Classification Predict the outcome based on historical data Association analysis Finding frequent patterns. 6x-5,"       =  >  ?Classification &"7*Cluster groupings in IBM Intelligent Miner*+$F &F &( +  &Outline09XX  #Architecture of MSMiner6X&    FMSETL $#.   a&Conceptual Modeling of Data Warehouses''B& ' Modeling data warehouses: dimensions & measures Star schema: A fact table in the middle connected to a set of dimension tables Snowflake schema: A refinement of star schema where some dimensional hierarchy is normalized into a set of smaller dimension tables, forming a shape similar to snowflake Fact constellations: Multiple fact tables share dimension tables, viewed as a collection of stars, therefore called galaxy schema or fact constellation (00 0B FBCFffFB@Fff F'Fff'BFB+Fff4B FB@  bExample of Star Schema@   B cExample of Snowflake Schema@   dExample of Snowflake Schema@   EOLAP   + Meta Data 6  ,-Data Mining Alorithms&     Built-in tools Decision Tree Rough Set SOM Associate Rules Visualization Add-in tools HSC SVM Bayesian Networks Neural Networks Fuzzy ClusteringT: =: =$U  = MU@)www.fzcyps.com/shizz/(B.F.   0 Questions?!0  F,3F,3  /W'+8:r)@1

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Clustering 2   fClustering is the task of segment a diverse group into a number of more similar subgroups or clusters.gg'f  fClass Probability2  *Assign a probability to each class outcome+++*  r)!Association and Affinity Grouping""6!   Determines likelihood of events occurring in combination across subjects (customers), or transactions pertaining to the same  items. '  y0 Description 9   E Extract feature expressions from data set to describe conception. FF+E  z1 Visualization9X    Data visualization is one powerful form of descriptive data mining exercise. The right picture really can be worth a thousand rules since human beings are extremely practiced at extracting meaning from visual scenes. '  {2 Visualization9X    hModeling 9  L Construct a mathematical or physical model to describe activity or stateMM'L  *Data Mining Procedure> ```  [^_`,BData Mining Platforms6  ISAS SPSS (Clementine) Intelligent Miner(IBM) DataEngine DBMiner MSMiner l          fOutline09XX  gLanguages SAS supports@  ZChinese (simplified and traditional) Danish Finnish French German Hebrew Hungarian ItalianZ   HJapanese Korean Norwegian Spanish Swedish Swiss (French and German ThaiH  h(Hardware/System Requirements for Windows6)DX FXDX(  Version 7 Windows 95, 98 , NT, and NT server A file system supporting long file names or NTFS (for NT) 32MB for 95, 98, and NT 64MB for NT server A mouse Netscape 4.07 or IE5 only or higher ^  &    Version 8 Windows 2000, NT, and NT server A file system supporting long file names or NTFS (for NT) 32MB for 2000 and NT 64MB for NT server A mouse Netscape 4.07 or IE5 only or higher @  &   i(Hardware/System Requirements for Solaris2)D F@(  Version 7 Solaris (release 2.6 or 7) 16MB minimum with 8MB additional for each Concurrent user Netscape Navigator 4.08 or higherT :" y   Version 8 Solaris (release 2.6, 7 or higher) 64MB with 8MB additional for each Concurrent user Netscape Navigator 4.08 or higher \ #2%&   j%Hardware/System Requirements for UNIX2&DF@%  Version 7 DIGITAL UNIX, Version 4.0D or Tru64 UNIX, Version 4.0E 48 MB with 8 MB additional for each concurrent user Netscape Navigator, Version 4.06 or higherV Z7ZZ4ZZ+Z   Version 8 DIGITAL UNIX, Version 4.0D or Tru64 UNIX, Version 4.0F 96 MB with 16 MB additional for each concurrent user Netscape Navigator, Version 4.08 or higher ` Z7ZZ5ZZ.Z&   kSystem Components@  SBase SAS Enterprise Miner Enterprise Reporter SAS/ACCESS SAS/AF SAS/ASSIST SAS/CALCTTS   =SAS/CONNECT SAS/EIS SAS/ETS SAS/FSP SAS/GIS SAS/GRAPH SAS/IML>>4+    lSystem Components Cont...@  WSAS/INSIGHT SAS/IntrNet SAS/LAB SAS/MDDB Server SAS/OR SAS/QC SAS/SHARE SAS/SPECTRVIEW XW@  ?    \SAS/STAT SAS/SHARE SAS/SPECTRVIEW SAS/STAT SAS/TOOLKIT SAS/Tutor SAS/Warehouse Administrator] T\  m Using SAS @   When you start SAS in a windowing environment you automatically have access to at least 4 windows. The (enhanced) program editor is a place where you type instructions to SAS. The log window gives you feedback on how SAS interprets your work. The output window displays any printed results from your request. There is also a two pained window. One, Explorer, allows you to look at data sets. The other, Results, acts like a hyperlinked table of contents for the output window.2dP|PdB|B4   )  nTelling SAS what to do.@  You type instructions in the program editor and then push the run button. The instructions you will use for this class will be data steps (to create data sets) and procedures (to analyze data sets). @&   o Data steps @   eIn data steps you can create variables (a variable is just like a box that can hold either numbers or letters). You can do math on variables including using functions that are build into SAS. data work.someData; theAnswer = 1 + 1; run; After you type the instructions you have to tell SAS to actually do the work. Push the running person icon to do this.Z-ZxZ@EEEEEEEEx@N       p Functions @   SAS has thousands of functions built in: data work.blah; numberOne = 1; someTrigThing = sin(numberOne); run; I have tried to document the ones that students frequently need in Lecture 2 of 223. Take a look at the slides labeled Frequently Used Functions.)ZFZZ)@EEE#EEE@h:           qFinding fuctions@(   <& or you can look up the function in the SAS online documenta||||x||||||x|x||x||||||xxx|o[ooBtWt™F_gtBW|gJcttFtogotxgoo|xo|x|||ox|xxx|xxx||x|||||||x|xx|x|||||x|x|x||x|x||x||||xx||||tkt_|o|tk_xNƀ)JۀgtgSk FB%||>gc:ΑtSx)k[[>xk_xx[[cSco[ookc_ooƀkx|So||gxxg|tc|to[|kct|totkgo|oooo||ktt|txtxk||||||xx|xx|txt|||t|||||x||||xx|||tion. One of the useful links in the useful links section of the class website http://www.stanford.edu/class/hrp223/2002f/usefulLinks.html is the SAS online documentation. The URL of SAS OnLineDoc is: http://v9doc.sas.com/sasdoc/ If you enter a bad password 3 times and it will take you to the registration page. Access to the documentation is free.h"B=B?BBxBB           3          z  !0!0$ rExample of a Function@  If you roll a die 50 times what's the chance that you'll get more than 10 "6"'s? data work.pfft; x = 1 - CDF('BINOMIAL',10, 1/6, 50) ; run;NQ<Q@GGGG GGGGGGGGGGGGN6  #  -   s Procedures @   SAS has many built in statistical analysis procedures. The ones you will use for this class are: proc freq  contingency tables See 223 topics 12 and 13 proc logistic  logistic regression See 223 topics 14 and 15lc$c@@@$@ @    tReal data looks like this:@  data work.epi; input subjectID exposure $ disease $; datalines; 1 exposed Diseased 2 exposed Diseased 3 exposed Diseased 4 exposed Diseased 5 exposed notDiseased 6 notExposed notDiseased 7 exposed Diseased 8 exposed Diseased 9 exposed Diseased 10 notExposed notDiseased 11 exposed notDiseased 12 exposed Diseased 13 notExposed Diseased 14 notExposed notDiseased 15 exposed Diseased 16 exposed Diseased 17 exposed notDiseased 18 notExposed notDiseased 19 exposed Diseased 20 exposed Diseased 21 exposed Diseased 22 notExposed notDiseased 23 exposed notDiseased 24 exposed Diseased 25 notExposed notDiseased 26 exposed notDiseased 27 notExposed notDiseased 28 exposed Diseased ; run; @PBBBB~           X         =                    7         A                             uContingency tables@  dYou can get a frequency table like this: proc freq data = work.epi; tables exposure * disease; run;)Z<Z)@EEEEEEEEEE4?  "   vContingency tables analysis@  :proc freq data= epi; tables exposure*disease /chisq; run;;GGGGGGGGGGGGN      w Grouped Data @   You will get grouped data in statistics classes& In a case-control study of 50 patients with pancreatic cancer and 50 hospital controls, 15 patients and 25 controls are non-coffee-drinkers, 15 patients and 10 controls are mid-level coffee drinkers, and 20 patients and 15 controls are high-octane coffee addicts. What are the odds ratios for the association between coffee drinking and pancreatic cancer (comparing high to low, high to none, low to none, and any to none)? ZB  x Grouped Data @   data work.epi; input exposure $ disease $ people; datalines; notExposed diseased 15 notExposed notDiseased 25 little diseased 15 little notDiseased 10 lots diseased 20 lots notDiseased 15 ; run;ZG GGG GGGG   &                         yProblems&  @   6proc freq data = epi; tables exposure * disease; run;7EEEEE EEEEE4  "  z Weighted data@   Fproc freq data = epi; weight people; tables exposure * disease; run;GGGGGG GG GGGGG4  2  {Analysis of weighted data@  xproc freq data = epi; weight people; tables exposure * disease /relrisk; where exposure in ("notExpos", "lots"); run;zyGGGGG GG GGGGGGG GGGGGGh  .      |Formats in Freq@  proc format; value $coffee "lots" = "Exposed" "little" = "Exposed" "notExpos" = "notExpos" ; run; proc freq data = epi; weight people; format exposure $coffee.; tables exposure * disease /relrisk; run; PPGGGGG GGG GGGG GG GG GGGGGGGGG GG GG GGGGGGGGGBH      I     }# Analysis of Formatted Grouped Data $@#B$& "  ~Outline09XX  "The User Interface to SPSS/Windows4#`` ` # The user interface to SPSS/Windows is built around three primary and distinct windows: the Data Editor window the Syntax Editor window and, the Viewer windowhWGPW``Fb`  "The User Interface to SPSS/Windows##` # iIt is important to know in which window one is working because each window supports a specific function. &ji`b"i  "The User Interface to SPSS/Windows##` # sThe type of window -- Data Editor, Syntax Editor, or Viewer -- is identified in the top left corner of each window.tt` t Using DLI SPSS Command Files`  WTo use an SPSS command file from a DLI study, select File and Open from the Menu items.XX` X Using DLI SPSS Command Files`  Select  Syntax as the file type and all files with the .sps file extension will be shown.[[`&9      ! 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Clustering 2  fClustering is the task of segment a diverse group into a number of more similar subgroups or clusters.gg' g fClass Probability2  *Assign a probability to each class outcome+++ + r)!Association and Affinity Grouping""6 "  Determines likelihood of events occurring in combination across subjects (customers), or transactions pertaining to the same  items. '  y0 Description 9  E Extract feature expressions from data set to describe conception. FF+ F z1 Visualization9X   Data visualization is one powerful form of descriptive data mining exercise. The right picture really can be worth a thousand rules since human beings are extremely practiced at extracting meaning from visual scenes. '  {2 Visualization9X   hModeling 9  L Construct a mathematical or physical model to describe activity or stateMM' M *Data Mining Procedure  [^_`,. Data Mining Systems &IBM Intelligent Miner A wide range of data mining algorithms Scalable mining algorithms Toolkits: neural network algorithms, statistical methods, data preparation, and data visualization tools Tight integration with IBM's DB2 relational database system SAS Enterprise Miner A variety of statistical analysis tools Data warehouse tools and multiple data mining algorithms Oracle Darwin Multiple data mining algorithms: NN & Decision Tree optimized Loose Integration with Oracle 8i Advanced visualization toolsPPPaPP|Pa |  /Data Mining Systems &YClementine (SPSS) An integrated data mining development environment for end-users and developers Multiple data mining algorithms and visualization tools MSMiner (Intelligence Science Lab, CAS) Rich multiple data mining algorithms Data warehouse and OLAP Advanced metadata management Powerful ETL module DBMiner (DBMiner Technology Inc.) Multiple data mining modules: discovery-driven OLAP analysis, association, classification, and clustering Efficient, association and sequential-pattern mining functions, and visual classification tool Mining both relational databases and data warehousesPPP-0PqP#0P0P,p    #    >0Kdnuggets website:$  6http://www.kdnuggets.com/polls/dm_tools_oct_2000.htm 77&m 04BData Mining Platforms6  ISAS SPSS (Clementine) Intelligent Miner(IBM) DataEngine DBMiner MSMiner Z-        fOutline09XX  gLanguages SAS supports@  ZChinese (simplified and traditional) Danish Finnish French German Hebrew Hungarian Italian [  HJapanese Korean Norwegian Spanish Swedish Swiss (French and German Thai I h(Hardware/System Requirements for Windows6)DX FXDX ) Version 7 Windows 95, 98 , NT, and NT server A file system supporting long file names or NTFS (for NT) 32MB for 95, 98, and NT 64MB for NT server A mouse Netscape 4.07 or IE5 only or higher \     Version 8 Windows 2000, NT, and NT server A file system supporting long file names or NTFS (for NT) 32MB for 2000 and NT 64MB for NT server A mouse Netscape 4.07 or IE5 only or higher <    i(Hardware/System Requirements for Solaris2)D F@ ) Version 7 Solaris (release 2.6 or 7) 16MB minimum with 8MB additional for each Concurrent user Netscape Navigator 4.08 or higherT :" y   Version 8 Solaris (release 2.6, 7 or higher) 64MB with 8MB additional for each Concurrent user Netscape Navigator 4.08 or higher \ #2%  j%Hardware/System Requirements for UNIX2&DF@ & Version 7 DIGITAL UNIX, Version 4.0D or Tru64 UNIX, Version 4.0E 48 MB with 8 MB additional for each concurrent user Netscape Navigator, Version 4.06 or higherV Z7ZZ4ZZ+Z   Version 8 DIGITAL UNIX, Version 4.0D or Tru64 UNIX, Version 4.0F 96 MB with 16 MB additional for each concurrent user Netscape Navigator, Version 4.08 or higher ` Z7ZZ5ZZ.Z  kSystem Components@  SBase SAS Enterprise Miner Enterprise Reporter SAS/ACCESS SAS/AF SAS/ASSIST SAS/CALCTT T  =SAS/CONNECT SAS/EIS SAS/ETS SAS/FSP SAS/GIS SAS/GRAPH SAS/IML>> > lSystem Components Cont...@  WSAS/INSIGHT SAS/IntrNet SAS/LAB SAS/MDDB Server SAS/OR SAS/QC SAS/SHARE SAS/SPECTRVIEW XW2  @   \SAS/STAT SAS/SHARE SAS/SPECTRVIEW SAS/STAT SAS/TOOLKIT SAS/Tutor SAS/Warehouse Administrator] T ] m Using SAS @  When you start SAS in a windowing environment you automatically have access to at least 4 windows. The (enhanced) program editor is a place where you type instructions to SAS. The log window gives you feedback on how SAS interprets your work. The output window displays any printed results from your request. There is also a two pained window. One, Explorer, allows you to look at data sets. The other, Results, acts like a hyperlinked table of contents for the output window.2dP|PdB|B  nTelling SAS what to do.@  You type instructions in the program editor and then push the run button. The instructions you will use for this class will be data steps (to create data sets) and procedures (to analyze data sets). @  o Data steps @  eIn data steps you can create variables (a variable is just like a box that can hold either numbers or letters). You can do math on variables including using functions that are build into SAS. data work.someData; theAnswer = 1 + 1; run; After you type the instructions you have to tell SAS to actually do the work. Push the running person icon to do this.Z-ZxZ@EEEEEEEEx@@       p Functions @  SAS has thousands of functions built in: data work.blah; numberOne = 1; someTrigThing = sin(numberOne); run; I have tried to document the ones that students frequently need in Lecture 2 of 223. Take a look at the slides labeled Frequently Used Functions.)ZFZZ)@EEE#EEE@Z:          qFinding fuctions@&   <& or you can look up the function in the SAS online documentation. One of the useful links in the useful links section of the class website http://www.stanford.edu/class/hrp223/2002f/usefulLinks.html is the SAS online documentation. The URL of SAS OnLineDoc is: http://v9doc.sas.com/sasdoc/ If you enter a bad password 3 times and it will take you to the registration page. Access to the documentation is free.h"B=B?BBxBBd  ; 3     {  0 0$ rExample of a Function@  If you roll a die 50 times what's the chance that you'll get more than 10 "6"'s? data work.pfft; x = 1 - CDF('BINOMIAL',10, 1/6, 50) ; run;NQ<Q@GGGG GGGGGGGGGGGG&V   .  s Procedures @  SAS has many built in statistical analysis procedures. The ones you will use for this class are: proc freq  contingency tables See 223 topics 12 and 13 proc logistic  logistic regression See 223 topics 14 and 15lc$c@@@$@ @    tReal data looks like this:@  data work.epi; input subjectID exposure $ disease $; datalines; 1 exposed Diseased 2 expn8jlla>Pe^Tfe屽zMy{A'WlE=l2n۲G=6ݴO}v/_F˖w߽:4|髿ݷ /zmؼyɝwnDKS^N[s [e(mxb{GvX{&V9t}2-Jf-h.yf_1swء]>{ڕۭ[_uTwl+_;z_}y/]wm꫻7n]4mxb^}WX'$[ay*Ui=zƿ7|__2w?ף 4ՠAgĮq໿񢢽?lwPYIBEgxJlszj'i.tH'#5kVWEq^QTjXG֢EI8ipCda_O:iUosed Diseased 3 exposed Diseased 4 exposed Diseased 5 exposed notDiseased 6 notExposed notDiseased 7 exposed Diseased 8 exposed Diseased 9 exposed Diseased 10 notExposed notDiseased 11 exposed notDiseased 12 exposed Diseased 13 notExposed Diseased 14 notExposed notDiseased 15 exposed Diseased 16 exposed Diseased 17 exposed notDiseased 18 notExposed notDiseased 19 exposed Diseased 20 exposed Diseased 21 exposed Diseased 22 notExposed notDiseased 23 exposed notDiseased 24 exposed Diseased 25 notExposed notDiseased 26 exposed notDiseased 27 notExposed notDiseased 28 exposed Diseased ; run; @PBBBBb         X         =                    7         A                            uContingency tables@  dYou can get a frequency table like this: proc freq data = work.epi; tables exposure * disease; run;)Z<Z)@EEEEEEEEEE&:  #  vContingency tables analysis@  :proc freq data= epi; tables exposure*disease /chisq; run;;GGGGGGGGGGGG@     w Grouped Data @  You will get grouped data in statistics classes& In a case-control study of 50 patients with pancreatic cancer and 50 hospital controls, 15 patients and 25 controls are non-coffee-drinkers, 15 patients and 10 controls are mid-level coffee drinkers, and 20 patients and 15 controls are high-octane coffee addicts. What are the odds ratios for the association between coffee drinking and pancreatic cancer (comparing high to low, high to none, low to none, and any to none)? ZB  x Grouped Data @  data work.epi; input exposure $ disease $ people; datalines; notExposed diseased 15 notExposed notDiseased 25 little diseased 15 little notDiseased 10 lots diseased 20 lots notDiseased 15 ; run;ZG GGG GGGG  '                     yProblems&  @  6proc freq data = epi; tables exposure * disease; run;7EEEEE EEEEE&  # z Weighted data@  Fproc freq data = epi; weight people; tables exposure * disease; run;GGGGGG GG GGGGG&  3 {Analysis of weighted data@  xproc freq data = epi; weight people; tables exposure * disease /relrisk; where exposure in ("notExpos", "lots"); run;zyGGGGG GG GGGGGGG GGGGGGZ  .     |Formats in Freq@  proc format; value $coffee "lots" = "Exposed" "little" = "Exposed" "notExpos" = "notExpos" ; run; proc freq data = epi; weight people; format exposure $coffee.; tables exposure * disease /relrisk; run; PPGGGGG GGG GGGG GG GG GGGGGGGGG GG GG GGGGGGGGGBH      I    }# Analysis of Formatted Grouped Data $@#B$ # ~Outline09XX  "The User Interface to SPSS/Windows##@ # The user interface to SPSS/Windows is built around three primary and distinct windows: the Data Editor window the Syntax Editor window and, the Viewer windowXWGPWF  "The User Interface to SPSS/Windows##@ # iIt is important to know in which window one is working because each window supports a specific function. ji" j "The User Interface to SPSS/Windows##@ # sThe type of window -- Data Editor, Syntax Editor, or Viewer -- is identified in the top left corner of each window.tt t Using DLI SPSS Command Files@  WTo use an SPSS command file from a DLI study, select File and Open from the Menu items.XX X Using DLI SPSS Command Files@  Select  Syntax as the file type and all files with the .sps file extension will be shown.[[&9      ! SPSS Features" B?@  qStatistical software that will help: manage data transform data analyze data present data (graphs and tables)f% wx@w#" M r " Managing Data" B2@  File management tasks append, merge or write files sort cases select cases (conditionally or randomly) create aggregate or summary filesjwwxYw$v  #Transforming Data,wB2@  Variable transformation tasks numeric transformations creating new variables (conditionally or unconditionally) recoding existing variables string transformations date and time transformationswwXwPwnwP$X6  $Analyzing Data,wB2@  NStatistical procedures descriptive comparative data-reduction modeling `wwx*w$8 O %Presenting Data"wB2  IMethods of displaying results presentation graphics presentation tablesbwwxw$", J &Outline09XX  #Architecture of MSMiner6X&    FMSETL $#.   a&Conceptual Modeling of Data Warehouses''B& ' Modeling data warehouses: dimensions & measures Star schema: A fact table in the middle connected to a set of dimension tables Snowflake schema: A refinement of star schema where some dimensional hierarchy is normalized into a set of smaller dimension tables, forming a shape similar to snowflake Fact constellations: Multiple fact tables share dimension tables, viewed as a collection of stars, therefore called galaxy schema or fact constellation (00 0B FBCFffFB@Fff F'Fff'BFB+Fff4B FB@  bExample of Star Schema@   B cExample of Snowflake Schema@   dExample of Snowflake Schema@   EOLAP   + Meta Data 6  ,-Data Mining Alorithms&     Built-in tools Decision Tree Rough Set SOM Associate Rules Visualization Add-in tools HSC SVM Bayesian Networks Neural Networks Fuzzy ClusteringT: =: =$U  = MU)www.UniSA.edu.au/~shizz/(B.F.  ] 0 Questions?!0  F,3F,3  /W'+  0 L0 <(  ~  s *~ wd   ~  s *\P   H  0޽h ? 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Clustering 2  fClustering is the task of segment a diverse group into a number of more similar subgroups or clusters.gg' g fClass Probability2  *Assign a probability to each class outcome+++ + r)!Association and Affinity Grouping""6 "  Determines likelihood of events occurring in combination across subjects (customers), or transactions pertaining to the same  items. '  y0 Description 9  E Extract feature expressions from data set to describe conception. FF+ F z1 Visualization9X   Data visualization is one powerful form of descriptive data mining exercise. The right picture really can be worth a thousand rules since human beings are extremely practiced at extracting meaning from visual scenes. '  {2 Visualization9X   hModeling 9  L Construct a mathematical or physical model to describe activity or stateMM' M *Data Mining Procedure  [^_`,. Data Mining Systems &IBM Intelligent Miner A wide range of data mining algorithms Scalable mining algorithms Toolkits: neural network algorithms, statistical methods, data preparation, and data visualization tools Tight integration with IBM's DB2 relational database system SAS Enterprise Miner A variety of statistical analysis tools Data warehouse tools and multiple data mining algorithms Oracle Darwin Multiple data mining algorithms: NN & Decision Tree optimized Loose Integration with Oracle 8i Advanced visualization toolsPPPaPP|Pa |  /Data Mining Systems &YClementine (SPSS) An integrated data mining development environment for end-users and developers Multiple data mining algorithms and visualization tools MSMiner (Intelligence Science Lab, CAS) Rich multiple data mining algorithms Data warehouse and OLAP Advanced metadata management Powerful ETL module DBMiner (DBMiner Technology Inc.) Multiple data mining modules: discovery-driven OLAP analysis, association, classification, and clustering Efficient, association and sequential-pattern mining functions, and visual classification tool Mining both relational databases and data warehousesPPP-0PqP#0P0P,p    #    >0Kdnuggets website:$  6http://www.kdnuggets.com/polls/dm_tools_oct_2000.htm 77&m 04BData Mining Platforms6  ISAS SPSS (Clementine) Intelligent Miner(IBM) DataEngine DBMiner MSMiner Z-        fOutline09XX  gLanguages SAS supports@  ZChinese (simplified and traditional) Danish Finnish French German Hebrew Hungarian Italian [  HJapanese Korean Norwegian Spanish Swedish Swiss (French and German Thai I h(Hardware/System Requirements for Windows6)DX FXDX ) Version 7 Windows 95, 98 , NT, and NT server A file system supporting long file names or NTFS (for NT) 32MB for 95, 98, and NT 64MB for NT server A mouse Netscape 4.07 or IE5 only or higher \     Version 8 Windows 2000, NT, and NT server A file system supporting long file names or NTFS (for NT) 32MB for 2000 and NT 64MB for NT server A mouse Netscape 4.07 or IE5 only or higher <    i(Hardware/System Requirements for Solaris2)D F@ ) Version 7 Solaris (release 2.6 or 7) 16MB minimum with 8MB additional for each Concurrent user Netscape Navigator 4.08 or higherT :" y   Version 8 Solaris (release 2.6, 7 or higher) 64MB with 8MB additional for each Concurrent user Netscape Navigator 4.08 or higher \ #2%  j%Hardware/System Requirements for UNIX2&DF@ & Version 7 DIGITAL UNIX, Version 4.0D or Tru64 UNIX, Version 4.0E 48 MB with 8 MB additional for each concurrent user Netscape Navigator, Version 4.06 or higherV Z7ZZ4ZZ+Z   Version 8 DIGITAL UNIX, Version 4.0D or Tru64 UNIX, Version 4.0F 96 MB with 16 MB additional for each concurrent user Netscape Navigator, Version 4.08 or higher ` Z7ZZ5ZZ.Z  kSystem Components@  SBase SAS Enterprise Miner Enterprise Reporter SAS/ACCESS SAS/AF SAS/ASSIST SAS/CALCTT T  =SAS/CONNECT SAS/EIS SAS/ETS SAS/FSP SAS/GIS SAS/GRAPH SAS/IML>> > lSystem Components Cont...@  WSAS/INSIGHT SAS/IntrNet SAS/LAB SAS/MDDB Server SAS/OR SAS/QC SAS/SHARE SAS/SPECTRVIEW XW2  @   \SAS/STAT SAS/SHARE SAS/SPECTRVIEW SAS/STAT SAS/TOOLKIT SAS/Tutor SAS/Warehouse Administrator] T ] m Using SAS @  When you start SAS in a windowing environment you automatically have access to at least 4 windows. The (enhanced) program editor is a place where you type instructions to SAS. The log window gives you feedback on how SAS interprets your work. The output window displays any printed results from your request. There is also a two pained window. One, Explorer, allows you to look at data sets. The other, Results, acts like a hyperlinked table of contents for the output window.2dP|PdB|B  nTelling SAS what to do.@  You type instructions in the program editor and then push the run button. The instructions you will use for this class will be data steps (to create data sets) and procedures (to analyze data sets). @  o Data steps @  eIn data steps you can create variables (a variable is just like a box that can hold either numbers or letters). You can do math on variables including using functions that are build into SAS. data work.someData; theAnswer = 1 + 1; run; After you type the instructions you have to tell SAS to actually do the work. 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