charity data ex

charity data ex - SUMMARY OUTPUT Regression Statistics...

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Unformatted text preview: SUMMARY OUTPUT Regression Statistics Multiple R 0.2493 R Square 0.062151 Adjusted R Square 0.055345 Standard Error 0.418089 Observations 695 ANOVA df Regression Residual Total SS MS F Significance F 5 7.981221 1.596244 9.131919782 2.0E-008 689 120.436 0.174798 694 128.4173 Coefficients Standard Error t Stat Intercept 0.051484 0.164284 0.313384 White 0.00297 0.001738 1.709237 Black 0.001695 0.002359 0.718434 Rec -0.103483 0.019832 -5.217879 Freq 0.013678 0.003929 3.481258 Monet -0.000425 0.000317 -1.341767 Coefficients of Logistic Regression P-value Lower 95%Upper 95% Lower 95.0% Upper 95.0% 0.754083841 -0.271072 0.37404 -0.271072 0.37404 Intercept -2.31 0.087857435 -0.000442 0.006382 -0.000442 0.006382 White 0.0219 0.472733447 -0.002936 0.006325 -0.002936 0.006325 Black 0.0146 2.3975E-007 -0.142422 -0.064544 -0.142422 -0.064544 Rec -0.9202 0.00053055 0.005963 0.021392 0.005963 0.021392 Freq 0.0014 0.180113422 -0.001048 0.000197 -0.001048 0.000197 DATA For First Ten Customers ACCNTNMB Target Response Dollars Target 000116638 0 0 000117099 1 10 000117635 1 10 000118241 0 0 000119802 0 0 000120299 1 5 000120892 0 0 000123083 0 0 000134702 0 0 000452980 0 0 Regression Logit Score Score 42.40% 25.89% 72.73% 32.13% 28.42% 20.32% 20.48% 19.21% 40.59% 25.51% 56.69% 37.26% 59.74% 39.66% 23.53% 9.27% 32.22% 20.51% 28.87% 18.44% First Year 81 81 84 81 83 84 81 83 83 84 First Month datefirst largest contribution sex date largest 12 8112 10 8711 M 12 8112 14 9412 M 06 8406 10 9301 F 12 8112 100 8901 M 12 8312 5 9211 M 12 8412 10 9310 M 12 8112 10 9501 F 12 8312 20 9212 M 12 8312 10 8701 F 12 8412 25 8811 M 30% 40.57% 24.82% notes: The regression model is developed using a forward selection technique where variables are added to the model in the order that best increases the model fit. Variables are added until we reach the point where no meanigful improvement is achieved by adding an additional variable. The logit paramters are estimated using SAS> number contribution number solicitations Month latest dollars contributed life Year latest date last contribution most recent solicitation Most recent contribution $ solicitationpercent white code percent black percent hispanic years school median HHPOPULAT Missing median percent college income 18 145 39 94 10 9410 10 9503 7630 97 2 0 12.8 13 70.6 4594 42 274 40 95 02 9502 10 9503 7700 96 1 0 12.8 12 56.9 9161 7 42 28 94 06 9406 10 9503 7635 98 1 1 12.8 16 64.4 10837 17 527 42 94 05 9405 15 9503 7310 97 2 1 13 18 70.6 8493 14 55 29 94 10 9410 2 9503 7240 97 1 1 13.1 23 61.7 45076 24 140 34 95 05 9505 5 9503 7419 97 1 1 13.1 23 61.7 45076 26 160 42 95 06 9506 5 9503 7430 98 1 1 13 19 61.9 9045 16 200 20 93 06 9306 10 9403 5793 97 2 0 12.8 13 70.6 4594 10 52 28 94 06 9406 5 9503 7664 99 0 0 13.1 22 67.5 7785 12 155 31 94 05 9405 15 9503 7310 95 2 1 15.2 45 75.6 27928 0 0 0 0 0 0 0 0 0 0 Recency Frequency Monetary Monetary Order Monetary Quartiles Monetary Deciles intermediate step 1.00 18 145 30 1 0.407303 1 0.67 42 274 10 1 0.126404 1 1.33 7 42 125 1 1.741573 2 1.42 17 527 4 1 0.042135 1 1.00 14 55 92 1 1.27809 2 0.42 24 140 31 1 0.421348 1 0.33 26 160 24 1 0.323034 1 2.33 16 200 19 1 0.252809 1 1.33 10 52 101 1 1.404494 2 1.42 12 155 27 1 0.365169 1 Female White 0 0 1 0 0 0 1 0 1 0 Black 97 96 98 97 97 97 98 97 99 95 Rec 2 1 1 2 1 1 1 2 0 2 Freq 1.00 0.67 1.33 1.42 1.00 0.42 0.33 2.33 1.33 1.42 Monet 18 42 7 17 14 24 26 16 10 12 145 274 42 527 55 140 160 200 52 155 SUMMARY OUTPUT Dependent Variable is Monetary Value of Contributions Regression Statistics Multiple R 0.178119 R Square 0.031726 Adjusted R Square 0.026113 Standard Error 67.31832 Observations 695 ANOVA df Regression Residual Total SS MS F Significance F 4 102456 25614 5.652113 0.000176 690 3126911 4531.756 694 3229367 Coefficients Standard Error t Stat Intercept 22.28327 12.54008 1.776964 prccollege 0.517282 0.179557 2.880873 populat 0.000182 0.000155 1.174311 Female -18.06147 5.142549 -3.512164 White 0.06727 0.134419 0.500451 P-value Lower 95%Upper 95% Lower 95.0% Upper 95.0% 0.076015 -2.338022 46.90455 -2.338022 46.90455 0.004089 0.164738 0.869826 0.164738 0.869826 0.240676 -0.000122 0.000485 -0.000122 0.000485 0.000473 -28.1584 -7.964552 -28.1584 -7.964552 0.616917 -0.19665 0.33119 -0.19665 0.33119 Expected CLV = $22.3 + $.52*%College + $.000182*Population - $18.06*Female + $.067*%White Notes: This equation suggests that we should target highly educated individuals in densely populated areas. There is also some evidence that whites are more likely to respond with larger contributions and that females tend to have lower lifetime values. SUMMARY OUTPUT Regression Statistics Multiple R 0.176372 R Square 0.031107 Adjusted R Square 0.02549 Standard Error 4.969557 Observations 695 ANOVA df Regression Residual Total SS MS F Significance F 4 547.0993 136.7748 5.538228 0.000216 690 17040.58 24.6965 694 17587.68 Coefficients Standard Error t Stat P-value Lower 95%Upper 95% Lower 95.0% Upper 95.0% Intercept 2.724861 0.639206 4.262883 2.30E-005 1.469838 3.979884 1.469838 3.979884 Female -0.521851 0.380208 -1.372539 0.170342 -1.268355 0.224653 -1.268355 0.224653 MedianIncome 0.010434 0.009906 1.053286 0.292578 -0.009016 0.029884 -0.009016 0.029884 Rec -0.936415 0.230832 -4.0567 5.55E-005 -1.389632 -0.483198 -1.389632 -0.483198 Freq 0.055777 0.034699 1.607467 0.108409 -0.012351 0.123906 -0.012351 0.123906 ACCNTNMB Target Response Dollars Target 000116638 0 0 000117099 1 10 000117635 1 10 000118241 0 0 000119802 0 0 000120299 1 5 000120892 0 0 000123083 0 0 000134702 0 0 000452980 0 0 Dollar Score $3.53 $5.04 $2.02 $3.08 $3.21 $4.32 $3.99 $2.17 $2.22 $2.86 Female 0 0 1 0 0 0 1 0 1 0 MedianIncome Rec 70.6 56.9 64.4 70.6 61.7 61.7 61.9 70.6 67.5 75.6 Freq 1.00 0.67 1.33 1.42 1.00 0.42 0.33 2.33 1.33 1.42 18 42 7 17 14 24 26 16 10 12 SMALLSET ACCNTNMB Target Response Dollars Target Target 000116638 0 0 000117099 1 10 000117635 1 10 000118241 0 0 000119802 0 0 000120299 1 5 000120892 0 0 000123083 0 0 000134702 0 0 000452980 0 0 000828143 0 0 000939230 0 0 000939651 0 0 000940641 0 0 000942092 0 0 000942524 0 0 000943175 1 20 000944000 1 10 001485275 0 0 001689187 1 5 001689626 0 0 001690490 0 0 001690852 1 10 001691654 1 10 001692468 1 3 001692856 1 15 001693253 0 0 001695402 0 0 001696775 0 0 002128340 0 0 002128892 0 0 002130559 1 10 002635039 0 0 002636857 0 0 002637556 1 10 003386541 0 0 003387286 0 0 003388845 0 0 004046229 0 0 004046793 1 10 004048134 1 10 004048787 1 5 004049517 0 0 004411411 1 3 005024776 0 0 005054477 0 0 005302615 1 10 005303802 0 0 005305678 0 0 005312097 0 0 005312769 0 0 005313258 0 0 005315860 0 0 005323663 0 0 005475424 0 0 005683095 0 0 006451064 0 0 006543312 1 5 006552768 1 10 006581024 1 12 006823843 0 0 006867039 0 0 006918837 0 0 007097429 0 0 007117581 0 0 007311608 0 0 007485261 0 0 007627960 1 10 007685074 0 0 007698642 0 0 007764503 1 5 008194754 0 0 008208984 1 5 008334620 1 5 008339022 0 0 008596182 1 10 008863325 0 0 008911653 0 0 008933871 0 0 008958508 0 0 009257071 1 3 009303549 0 0 009366286 0 0 009579102 0 0 009786706 1 3 009863351 0 0 009996496 0 0 010224926 0 0 010295089 0 0 010328113 0 0 010391724 1 5 010512776 1 5 010599532 1 5 010643243 0 0 010711459 1 2 010980860 0 0 011091246 0 0 011150429 0 0 011181071 0 0 011381621 1 10 011386172 1 5 011438173 1 2 011557680 0 0 011757497 0 0 011891064 1 5 012000200 0 0 012053113 0 0 012164785 1 10 012201717 0 0 012307489 0 0 012364410 0 0 012478627 1 10 012511633 0 0 012559048 0 0 012641337 0 0 012884844 0 0 012912352 0 0 013009498 0 0 013072134 0 0 013145240 1 10 013195080 0 0 013232881 0 0 013237748 0 0 013252761 0 0 013294389 0 0 013318763 1 4 013368725 0 0 013418319 0 0 013440912 0 0 013530911 0 0 013556646 0 0 013585207 0 0 013586903 0 0 013596737 0 0 013710118 0 0 013763937 0 0 014224251 0 0 014248362 1 20 014324507 0 0 014324596 1 5 014366732 0 0 014424805 0 0 014475072 0 0 014550959 1 2 014571454 1 5 014682830 0 0 014684469 1 5 014808154 0 0 014876644 1 3 014885271 0 0 014914799 0 0 014948415 0 0 015109694 0 0 015290295 0 0 015538670 0 0 015607254 0 0 015623257 1 10 015697851 0 0 015769267 0 0 015820699 1 10 015847004 0 0 015890869 0 0 015982597 0 0 015994757 0 0 016018248 1 5 016105813 1 3 016116181 0 0 016133742 0 0 016158734 0 0 016242618 0 0 016273060 0 0 016295816 1 7 016353087 0 0 016353161 0 0 016353356 0 0 016365862 0 0 016403835 1 10 016448538 1 5 016471041 0 0 016565078 0 0 016619532 0 0 016661120 0 0 016664904 0 0 016670063 0 0 016678809 0 0 016728750 0 0 016824454 0 0 016857290 0 0 016881785 0 0 016955392 0 0 016965347 0 0 017017238 1 10 017038146 0 0 017081257 0 0 017088197 1 15 017164861 0 0 017208074 0 0 017228500 0 0 017255409 0 0 017285101 0 0 017296068 0 0 017315151 0 0 017316300 0 0 017354763 0 0 017354806 0 0 017399207 0 0 017417364 0 0 017431891 0 0 017476857 0 0 017554754 0 0 017562742 0 0 017597644 0 0 017614235 0 0 017614328 0 0 017640969 0 0 017689467 0 0 017708604 0 0 017741461 0 0 017742995 1 5 017745779 1 10 017766213 0 0 017777283 1 2 017781898 0 0 017890931 0 0 017913104 0 0 017990332 0 0 017995250 0 0 018071303 0 0 018092975 0 0 018191485 1 10 018198377 1 5 018205543 0 0 018211741 1 20 018231358 0 0 018237212 0 0 018258900 0 0 018268218 0 0 018268298 0 0 018268318 0 0 018285321 0 0 018286720 0 0 018319659 0 0 018320120 0 0 018320127 0 0 018332094 0 0 018338855 0 0 018348313 0 0 018369892 1 5 018384304 0 0 018421666 0 0 018421756 0 0 018430769 0 0 018430839 1 2 018430857 0 0 018445254 0 0 018458673 0 0 018458723 0 0 018467484 0 0 018492081 0 0 018503445 1 2 018509978 0 0 018531324 0 0 018531549 0 0 018548701 1 5 018556270 0 0 018556273 0 0 018562299 0 0 018565886 0 0 018571476 0 0 018596387 0 0 018596483 0 0 018596516 0 0 018606814 0 0 018634879 1 5 018639330 0 0 018650448 0 0 018680494 1 10 018680594 0 0 018694217 0 0 018727789 0 0 018737239 0 0 018756356 0 0 018768018 1 5 018768019 0 0 018772666 0 0 018772758 0 0 018783709 0 0 018787747 0 0 018815404 0 0 018827546 0 0 018832267 0 0 018848701 1 10 018851202 0 0 018854328 0 0 018872173 0 0 018882061 0 0 018888213 0 0 018902707 0 0 018911819 0 0 018911900 1 5 018918819 1 25 018936811 0 0 018963020 0 0 018976594 0 0 018993564 0 0 019009017 0 0 019029987 0 0 019029991 0 0 019042582 1 20 019056411 0 0 019064263 1 10 019064271 0 0 019076466 0 0 019089360 0 0 019124262 0 0 019124299 0 0 019140307 0 0 019140312 0 0 019151639 0 0 019158568 0 0 019180047 1 10 019192054 0 0 019212563 0 0 019233286 0 0 019252362 0 0 019254435 0 0 019257121 0 0 019272051 0 0 019279909 0 0 019284654 0 0 019288001 1 5 019294768 1 10 019303849 1 5 019308607 0 0 019318076 1 20 019318378 0 0 019318456 0 0 019323223 0 0 019338907 0 0 019347582 0 0 019349898 0 0 019355407 0 0 019355461 1 10 019376643 0 0 019387415 0 0 019396078 0 0 019411266 0 0 019416796 0 0 019428034 0 0 019428081 0 0 019435096 0 0 019435201 1 10 019478954 0 0 019499880 0 0 019499937 0 0 019499978 1 5 019500078 0 0 019509247 1 5 019509319 1 10 019509332 0 0 019519991 0 0 019520031 0 0 019531017 1 30 019531051 0 0 019539989 0 0 019549342 0 0 019561623 0 0 019576871 0 0 019592024 0 0 019592163 0 0 019601941 0 0 019609739 0 0 019617428 0 0 019645520 0 0 019657546 0 0 019667096 1 10 019671989 0 0 019681744 0 0 019684473 0 0 019690129 0 0 019693233 0 0 019709415 0 0 019723090 0 0 019733383 0 0 019735839 0 0 019737602 0 0 019755786 0 0 019761610 0 0 019761626 0 0 019774285 0 0 019786647 1 15 019786739 1 15 019792876 1 15 019813209 0 0 019820388 0 0 019840198 0 0 019849355 0 0 019874260 1 10 019886010 0 0 019886047 1 3 019898872 0 0 019903146 0 0 019908800 0 0 019908842 0 0 019919771 0 0 019934674 0 0 019947440 0 0 019953683 0 0 019967981 0 0 019968023 0 0 019968052 0 0 019968076 0 0 019979628 1 5 019979733 0 0 019992474 1 20 020005847 1 5 020005852 1 5 020005893 1 20 020016430 0 0 020016542 0 0 020042498 0 0 020053327 1 3 020060265 0 0 Year Target 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 Month State 10 MA 10 MA 10 MA 10 MA 10 MA 10 MA 10 MA 10 MA 10 MA 10 NY 10 NY 10 NY 10 NY 10 NY 10 NY 10 NY 10 NY 10 NY 10 FL 10 VA 10 VA 10 VA 10 VA 10 VA 10 VA 10 VA 10 VA 10 VA 10 VA 10 FL 10 FL 10 FL 10 KY 10 KY 10 KY 10 IA 10 IA 10 IA 10 IL 10 IL 10 IL 10 IL 10 IL 10 AR 10 CA 10 CA 10 CA 10 CA 10 CA 10 CA 10 CA 10 CA 10 CA 10 CA 10 VA 10 VA 10 AR 10 CA 10 CA 10 CA 10 IA 10 MA 10 NY 10 IL 10 AR 10 NY 10 VA 10 VA 10 NY 10 VA 10 CA 10 MA 10 VA 10 CA 10 NY 10 NY 10 FL 10 AR 10 CA 10 NY 10 IL 10 NY 10 VA 10 CA 10 IL 10 VA 10 CA 10 VA 10 CA 10 VA 10 MA 10 CA 10 NY 10 VA 10 MA 10 CA 10 MA 10 FL 10 KY 10 CA 10 MA 10 IL 10 MA 10 MA 10 CA 10 NY 10 CA 10 IA 10 IA 10 FL 10 VA 10 MA 10 CA 10 VA 10 CA 10 CA 10 VA 10 CA 10 FL 10 MA 10 CA 10 MA 10 VA 10 MA 10 CA 10 VA 10 CA 10 IA 10 CA 10 CA 10 FL 10 CA 10 CA 10 MA 10 FL 10 CA 10 CA 10 VA 10 CA 10 CA 10 AR 10 KY 10 MA 10 IL 10 CA 10 CA 10 CA 10 MA 10 WY 10 CA 10 VA 10 CA 10 FL 10 VA 10 KY 10 VA 10 KY 10 KY 10 NY 10 CA 10 IL 10 IL 10 VA 10 NY 10 KY 10 IA 10 IL 10 CA 10 NY 10 CA 10 NY 10 FL 10 CA 10 CA 10 CA 10 MA 10 CA 10 IA 10 MA 10 VA 10 CA 10 AR 10 MA 10 FL 10 CA 10 CA 10 CA 10 MA 10 IA 10 IA 10 IL 10 KY 10 CA 10 CA 10 MA 10 NY 10 IL 10 CA 10 FL 10 VA 10 IA 10 CA 10 MA 10 MA 10 MA 10 IL 10 MA 10 VA 10 MA 10 VA 10 FL 10 AR 10 CA 10 CA 10 KY 10 NY 10 MA 10 WY 10 CA 10 MA 10 KY 10 CA 10 VA 10 FL 10 VA 10 VA 10 FL 10 CA 10 IL 10 MA 10 NY 10 VA 10 KY 10 MA 10 CA 10 FL 10 MA 10 MA 10 MA 10 VA 10 VA 10 KY 10 IA 10 IA 10 IL 10 AR 10 AR 10 VA 10 KY 10 CA 10 CA 10 MA 10 MA 10 MA 10 NY 10 VA 10 VA 10 FL 10 IA 10 IL 10 AR 10 CA 10 CA 10 MA 10 NY 10 NY 10 VA 10 VA 10 KY 10 CA 10 CA 10 CA 10 MA 10 CA 10 MA 10 VA 10 CA 10 CA 10 VA 10 IA 10 MA 10 IA 10 CA 10 CA 10 MA 10 MA 10 VA 10 FL 10 CA 10 IA 10 CA 10 CA 10 MA 10 VA 10 FL 10 MA 10 MA 10 NY 10 VA 10 VA 10 FL 10 IA 10 VA 10 IA 10 CA 10 FL 10 CA 10 CA 10 VA 10 IL 10 CA 10 CA 10 NY 10 FL 10 MA 10 MA 10 VA 10 VA 10 KY 10 IA 10 CA 10 NY 10 CA 10 AR 10 CA 10 MA 10 VA 10 KY 10 AR 10 MA 10 NY 10 FL 10 IA 10 IL 10 IA 10 CA 10 CA 10 MA 10 KY 10 IL 10 AR 10 CA 10 CA 10 IL 10 MA 10 VA 10 IA 10 IL 10 CA 10 CA 10 MA 10 MA 10 IA 10 CA 10 CA 10 CA 10 CA 10 MA 10 MA 10 MA 10 NY 10 NY 10 VA 10 VA 10 FL 10 KY 10 IA 10 AR 10 CA 10 CA 10 MA 10 NY 10 VA 10 AR 10 CA 10 MA 10 CA 10 CA 10 NY 10 AR 10 MA 10 CA 10 VA 10 CA 10 CA 10 MA 10 FL 10 KY 10 KY 10 IL 10 CA 10 CA 10 MA 10 VA 10 FL 10 IA 10 IL 10 MA 10 NY 10 NY 10 VA 10 IA 10 FL 10 FL 10 KY 10 IA 10 IL 10 AR 10 CA 10 CA 10 CA 10 CA 10 MA 10 MA 10 NY 10 VA 10 VA 10 VA 10 FL 10 FL 10 IA 10 IL 10 AR First Contribution First Year 0 81 0 81 0 84 2 81 0 83 5 84 2 81 10 83 0 83 3 84 0 82 0 81 0 83 10 83 0 83 1 84 0 81 0 81 0 81 0 81 5 83 0 81 0 83 5 83 5 84 5 81 25 82 10 82 5 84 0 83 0 81 0 81 5 81 0 81 10 84 0 81 0 81 0 81 100 82 3 81 0 81 5 84 5 81 0 81 3 82 0 83 0 84 2 84 10 84 0 81 1 81 7.15 81 0 81 0 81 0 81 5 83 2 85 5 85 2 85 5 85 1 85 5 85 2 85 5 85 5 85 1 85 5 86 5 86 10 86 5 86 2 86 5 86 2 86 5 86 10 86 3 86 5 86 15 86 2 86 10 86 2 87 2 87 25 87 10 87 2 87 5 87 5 87 10 87 5 87 4 87 10 87 5 87 10 87 20 88 2 88 10 88 2 88 3 88 5 88 5 88 5 88 2 88 1 88 2 88 5 89 3 89 4 89 3 89 5 89 5 89 20 89 10 89 25 89 25 89 5 89 3 89 5 89 10 89 3 89 10 90 20 90 5 90 5 90 5 90 2 90 3 90 10 90 10 90 10 90 10 90 5 90 5 90 10 90 2 90 15 90 10 90 2 90 10 90 15 90 5 90 5 90 10 90 5 90 2 90 5 90 5 90 5 90 2 90 25 90 5 90 10 90 5 90 10 90 5 91 5 91 25 91 2 91 10 91 4 91 20 91 5 91 10 91 30 91 30 91 5 91 2 91 20 91 5 91 10 91 5 91 5 91 10 91 20 91 20 91 5 91 2 91 5 91 5 91 5 91 25 91 10 91 5 91 10 91 20 91 25 91 5 92 5 92 5 92 5 92 2 92 3 92 10 92 5 92 10 92 10 92 10 92 2 92 25 92 15 92 10 92 2 92 5 92 20 92 5 92 10 92 5 92 20 92 5 92 5 92 5 92 10 92 10 92 25 92 5 92 5 92 10 92 5 92 5 92 5 92 10 92 5 92 2 92 20 92 10 93 10 93 20 93 10 93 10 93 3 93 15 93 5 93 25 93 10 93 15 93 5 93 5 93 5 93 10 93 10 93 10 93 10 93 5 93 10 93 7.5 93 5 93 5 93 5 93 5 93 5 93 15 93 5 93 20 93 5 93 10 93 5 93 5 93 10 93 10 93 25 93 1 93 10 93 10 93 8 93 10 93 5 93 10 93 7.3 93 10 93 10 93 7.3 93 100 93 5 93 10 93 10 93 5 93 5 93 10 93 10 93 5 93 10 93 10 93 10 93 5 93 10 93 20 93 10 93 7.3 93 18.25 93 8 93 2 93 7.3 93 10 93 5 93 10 93 5 93 7.3 94 5 94 10 94 5 94 10.79 94 7.3 94 3 94 25 94 10 94 3.65 94 8 94 20 94 5 94 7.3 94 5 94 10 94 3 94 5 94 10 94 5 94 20 94 5 94 5 94 20 94 7.3 94 7.3 94 8 94 7.3 94 5 94 10 94 10 94 5 94 5 94 10 94 10 94 5 94 10 94 5 94 7.3 94 10 94 10 94 5 94 10 94 10 94 5 94 7.3 94 10 94 10 94 7.5 94 10 94 5 94 7.3 94 10 94 20 94 5 94 20 94 20 94 10 94 7.5 94 20 94 10 94 10 94 7.3 94 10 94 10 94 8 94 15 94 20 94 5 94 25 94 8.5 94 5 94 5 94 5 94 10 94 7.3 94 20 94 7.5 94 10 94 15 94 5 94 5 94 5 94 5 94 10 94 15 94 3 94 4 94 7.3 94 10 94 5 94 3.65 94 10 94 10 94 5 94 15 94 5 94 10 94 7.3 94 5 94 2 94 5 94 10 94 5 94 2.5 94 7.3 94 2 94 10 94 5 94 5 94 5 94 7.5 94 5 94 7.3 94 3.65 94 5 94 10 94 5 94 5 94 25 94 5 94 7.2 94 10 94 7.5 94 10 94 10 94 4 94 7.3 94 First Month datefirst largest contribution sex date largest 12 8112 10 8711 M 12 8112 14 9412 M 06 8406 10 9301 F 12 8112 100 8901 M 12 8312 5 9211 M 12 8412 10 9310 M 12 8112 10 9501 F 12 8312 20 9212 M 12 8312 10 8701 F 12 8412 25 8811 M 06 8206 8 9102 M 12 8112 10 8511 M 06 8306 20 9312 F 12 8312 100 9505 F 06 8306 5 9505 F 12 8412 10 9204 F 12 8112 100 9502 M 12 8112 5 8206 M 12 8112 50 9201 M 12 8112 5 8306 M 06 8306 20 9501 M 12 8112 50 9002 M 12 8312 10 8711 F 06 8306 15 8610 M 06 8406 5 9505 F 12 8112 10 9304 F 12 8212 25 9003 M 06 8206 20 9408 M 12 8412 25 9412 M 12 8312 10 9306 F 12 8112 10 9412 M 12 8112 15 9005 M 12 8112 15 8306 F 12 8112 20 9005 M 12 8412 10 8412 M 12 8112 5 9403 M 12 8112 25 8406 M 12 8112 10 9210 M 12 8212 100 8612 M 12 8112 15 9107 M 12 8112 20 9105 F 06 8406 15 9402 M 12 8112 5 9304 F 12 8112 5 9504 M 06 8206 5 9502 M 06 8306 25 9401 M 06 8406 10 8901 F 06 8406 20 8912 M 06 8406 10 8901 M 12 8112 20 9412 F 12 8112 5 8905 F 12 8112 20 9403 M 12 8112 10 9108 M 12 8112 20 9408 F 12 8112 20 8712 F 12 8312 50 9308 F 06 8506 5 9301 F 06 8506 10 9506 M 06 8506 7 9107 F 06 8506 15 9312 M 09 8509 10 9201 M 09 8509 8 9001 F 10 8510 3 9401 M 10 8510 10 9211 M 10 8510 10 9309 M 12 8512 10 8901 F 02 8602 10 8804 M 02 8602 8 9505 F 02 8602 20 9205 F 02 8602 15 9401 M 02 8602 5 9112 M 06 8606 10 8804 F 06 8606 15 9312 M 07 8607 5 8607 M 07 8607 50 9303 F 10 8610 10 9202 M 10 8610 5 9506 M 10 8610 15 8610 F 10 8610 5 8712 M 10 8610 75 9503 M 02 8702 3 8811 F 03 8703 5 9411 F 03 8703 32 9309 M 03 8703 20 9406 F 06 8706 7 9312 F 07 8707 20 9005 F 08 8708 20 9208 F 10 8710 20 9402 F 10 8710 7 8804 M 10 8710 10 9104 F 10 8710 15 8901 M 11 8711 10 9101 F 12 8712 10 8805 F 02 8802 20 8802 F 02 8802 10 8902 F 03 8803 10 9506 M 06 8806 5 9505 F 06 8806 5 8905 M 07 8807 5 8807 F 09 8809 5 8809 F 09 8809 10 9411 M 09 8809 5 9310 F 10 8810 20 9109 M 12 8812 7 9302 F 02 8902 5 8902 M 03 8903 5 9201 F 03 8903 5 8911 F 04 8904 5 9112 F 04 8904 15 9205 F 06 8906 10 9308 M 06 8906 20 9202 M 07 8907 10 8907 F 08 8908 25 9506 M 09 8909 30 9005 F 09 8909 10 9303 M 10 8910 4 9401 F 10 8910 10 9412 F 11 8911 20 9105 M 12 8912 5 9211 F 01 9001 10 9001 M 01 9001 27 9408 F 02 9002 7 9408 M 02 9002 5 9002 F 02 9002 5 9410 F 02 9002 4 9211 F 02 9002 3 9002 M 02 9002 10 9311 F 02 9002 15 9101 M 02 9002 10 9002 M 03 9003 10 9205 M 03 9003 5 9505 M 03 9003 5 9410 M 03 9003 25 9111 F 03 9003 3 9411 F 03 9003 15 9107 F 03 9003 10 9405 F 06 9006 6 9203 M 07 9007 15 9101 M 07 9007 15 9007 F 07 9007 10 9312 F 08 9008 12 9506 M 09 9009 10 9411 M 09 9009 10 9210 F 09 9009 3 9304 F 09 9009 10 9202 F 09 9009 10 9408 F 09 9009 10 9412 M 10 9010 10 9504 F 10 9010 25 9010 M 10 9010 10 9302 F 10 9010 35 9408 F 10 9010 5 9010 F 12 9012 20 9406 M 02 9102 5 9406 M 03 9103 7.5 9212 M 03 9103 25 9103 M 03 9103 10 9308 F 03 9103 10 9304 F 04 9104 10 9305 M 04 9104 20 9104 F 04 9104 5 9301 F 04 9104 15 9411 F 08 9108 30 9108 M 08 9108 30 9108 M 08 9108 10 9308 F 09 9109 3 9306 F 09 9109 20 9109 M 09 9109 5 9405 F 09 9109 10 9109 F 09 9109 10 9204 F 09 9109 10 9204 F 09 9109 20 9207 M 09 9109 20 9109 M 09 9109 20 9109 F 09 9109 5 9109 M 09 9109 5 9506 F 09 9109 15 9502 M 10 9110 5 9110 F 10 9110 10 9311 F 10 9110 40 9406 F 10 9110 12 9309 F 11 9111 10 9410 F 11 9111 15 9501 M 11 9111 20 9111 M 11 9111 25 9111 M 01 9201 8 9212 F 02 9202 5 9311 F 02 9202 5 9310 F 02 9202 10 9410 F 02 9202 5 9506 F 02 9202 5 9211 F 03 9203 10 9203 F 03 9203 5 9203 F 03 9203 10 9203 M 03 9203 20 9411 F 03 9203 10 9203 F 03 9203 3 9404 F 03 9203 25 9203 M 04 9204 15 9204 M 04 9204 20 9501 F 04 9204 10 9401 M 05 9205 5 9404 F 05 9205 20 9205 F 09 9209 5 9209 M 09 9209 10 9209 M 09 9209 7 9303 M 09 9209 20 9209 F 09 9209 5 9209 F 09 9209 10 9311 F 10 9210 10 9501 M 10 9210 10 9411 F 10 9210 10 9312 M 10 9210 25 9210 M 10 9210 11 9301 M 10 9210 10 9306 F 11 9211 15 9411 F 11 9211 5 9404 F 11 9211 5 9505 F 11 9211 5 9211 F 11 9211 10 9211 F 12 9212 5 9410 F 12 9212 3 9411 F 12 9212 20 9212 F 03 9303 10 9303 F 03 9303 10 9303 M 03 9303 25 9405 M 03 9303 10 9303 F 05 9305 10 9305 M 06 9306 7 9412 F 07 9307 30 9412 F 07 9307 10 9505 F 07 9307 25 9307 F 07 9307 15 9411 M 08 9308 15 9308 M 08 9308 5 9308 F 09 9309 5 9309 F 09 9309 5 9309 F 09 9309 10 9309 M 09 9309 10 9405 F 09 9309 10 9309 F 09 9309 10 9309 F 09 9309 5 9505 F 09 9309 10 9309 M 09 9309 7.5 9309 F 09 9309 10 9505 F 09 9309 5 9309 M 09 9309 5 9309 F 09 9309 5 9309 F 09 9309 5 9309 F 09 9309 15 9504 M 09 9309 5 9309 F 10 9310 20 9310 F 10 9310 5 9404 F 10 9310 10 9310 F 10 9310 5 9310 F 10 9310 5 9310 F 10 9310 15 9402 M 10 9310 10 9310 F 10 9310 25 9310 F 10 9310 2 9404 M 10 9310 10 9310 F 10 9310 10 9310 F 10 9310 8 9310 M 10 9310 10 9310 F 10 9310 5 9310 M 10 9310 10 9406 M 10 9310 12 9504 M 10 9310 10 9310 M 10 9310 10 9310 M 10 9310 7.3 9310 F 10 9310 100 9310 M 10 9310 5 9310 F 10 9310 10 9310 M 10 9310 10 9411 F 10 9310 5 9310 M 10 9310 5 9310 F 10 9310 10 9310 F 10 9310 10 9310 M 11 9311 5 9311 F 11 9311 10 9311 F 11 9311 10 9311 M 11 9311 10 9311 M 11 9311 5 9311 F 11 9311 10 9311 F 11 9311 25 9405 M 11 9311 10 9311 M 11 9311 7.3 9311 F 11 9311 18.25 9311 F 11 9311 8 9311 F 12 9312 5 9505 M 12 9312 7.3 9312 M 12 9312 10 9312 F 12 9312 5 9312 F 12 9312 27 9506 M 12 9312 5 9312 F 01 9401 7.3 9401 F 01 9401 5 9401 M 02 9402 10 9402 F 02 9402 5 9402 F 02 9402 10.79 9402 M 02 9402 7.3 9402 F 02 9402 3 9503 F 02 9402 25 9402 M 02 9402 10 9402 M 02 9402 4 9412 F 03 9403 8 9403 M 03 9403 21 9411 M 03 9403 5 9403 F 03 9403 7.3 9403 F 03 9403 5 9403 F 03 9403 10 9403 F 03 9403 3 9411 F 03 9403 5 9403 F 03 9403 10 9403 F 03 9403 5 9412 F 03 9403 20 9403 F 03 9403 10 9410 F 03 9403 5 9403 F 03 9403 20 9403 M 03 9403 7.3 9403 F 03 9403 7.3 9403 M 03 9403 8 9403 M 03 9403 7.3 9403 F 04 9404 5 9404 F 04 9404 15 9505 F 04 9404 10 9404 F 04 9404 5 9404 F 04 9404 5 9404 F 04 9404 10 9404 M 05 9405 10 9405 F 05 9405 5 9405 M 05 9405 10 9405 F 05 9405 5 9405 F 05 9405 7.3 9405 F 05 9405 10 9405 F 05 9405 10 9405 F 05 9405 5 9405 F 05 9405 10 9405 F 05 9405 10 9405 M 05 9405 5 9405 F 05 9405 7.3 9405 M 05 9405 10 9405 M 05 9405 10 9405 M 05 9405 7.5 9405 M 05 9405 10 9405 M 05 9405 5 9405 M 05 9405 7.3 9405 M 05 9405 10 9405 F 05 9405 20 9405 F 05 9405 5 9505 F 06 9406 20 9406 F 06 9406 25 9505 F 06 9406 10 9406 F 06 9406 7.5 9406 F 06 9406 20 9406 M 06 9406 20 9411 M 06 9406 10 9406 M 06 9406 7.3 9406 M 06 9406 10 9406 M 06 9406 10 9406 M 06 9406 10 9505 M 06 9406 15 9406 M 06 9406 20 9406 F 06 9406 5 9406 F 06 9406 25 9406 M 06 9406 8.5 9406 F 06 9406 5 9406 M 06 9406 5 9410 F 06 9406 5 9406 F 06 9406 10 9406 M 06 9406 7.3 9406 M 06 9406 20 9406 F 06 9406 7.5 9406 F 06 9406 10 9406 M 06 9406 15 9406 F 07 9407 5 9407 F 07 9407 5 9407 F 07 9407 5 9410 M 07 9407 5 9407 M 07 9407 10 9505 M 07 9407 15 9407 M 08 9408 3 9408 M 09 9409 4 9409 F 09 9409 7.3 9409 M 09 9409 10 9409 F 09 9409 5 9409 M 09 9409 3.65 9409 M 09 9409 20 9501 M 09 9409 10 9409 M 09 9409 5 9409 M 09 9409 15 9409 M 09 9409 5 9409 M 09 9409 10 9409 M 09 9409 7.3 9409 F 09 9409 5 9409 F 09 9409 2 9409 F 09 9409 5 9409 M 09 9409 10 9409 F 09 9409 5 9409 F 09 9409 2.5 9409 F 09 9409 7.3 9409 F 09 9409 2 9409 F 09 9409 10 9409 M 09 9409 5 9409 M 09 9409 5 9409 F 09 9409 5 9409 M 09 9409 7.5 9409 F 09 9409 5 9409 M 09 9409 7.3 9409 F 09 9409 3.65 9409 F 09 9409 5 9506 F 09 9409 10 9409 F 10 9410 5 9410 M 10 9410 5 9410 M 10 9410 25 9410 F 10 9410 5 9410 M 10 9410 7.2 9410 F 10 9410 10 9410 F 10 9410 7.5 9410 M 10 9410 10 9410 M 10 9410 10 9410 F 10 9410 4 9410 M 10 9410 7.3 9410 M Page 4 number contribution number solicitations Month latest dollars contributed lifeYear latest date last contribution most recent solicitation Most recent contribution $ solicitation percent white code percent black percent hispanic years school median percent collegemedian HHPOPULAT Missing income 18 145 39 94 10 9410 10 9503 7630 97 2 0 12.8 13 70.6 4594 42 274 40 95 02 9502 10 9503 7700 96 1 0 12.8 12 56.9 9161 7 42 28 94 06 9406 10 9503 7635 98 1 1 12.8 16 64.4 10837 17 527 42 94 05 9405 15 9503 7310 97 2 1 13 18 70.6 8493 14 55 29 94 10 9410 2 9503 7240 97 1 1 13.1 23 61.7 45076 24 140 34 95 05 9505 5 9503 7419 97 1 1 13.1 23 61.7 45076 26 160 42 95 06 9506 5 9503 7430 98 1 1 13 19 61.9 9045 16 200 20 93 06 9306 10 9403 5793 97 2 0 12.8 13 70.6 4594 10 52 28 94 06 9406 5 9503 7664 99 0 0 13.1 22 67.5 7785 12 155 31 94 05 9405 15 9503 7310 95 2 1 15.2 45 75.6 27928 19 110 39 93 02 9302 7 9503 7452 97 1 1 13 20 56.4 28448 22 120 40 95 01 9501 5 9503 7452 98 0 0 13.4 29 62.7 27516 24 177 35 95 02 9502 20 9503 7380 95 3 1 13.4 26 49.4 14055 12 375 36 95 05 9505 100 9503 7372 98 0 1 12.6 13 51.8 23182 18 82 33 95 05 9505 5 9503 7420 98 0 1 12.6 13 51.8 23182 13 39 24 92 04 9204 10 9503 7352 67 27 5 12.1 6 23.9 8534 18 680 41 95 06 9506 20 9503 7361 95 2 1 15.2 45 75.6 27928 11 55 39 94 12 9412 5 9503 7430 95 2 1 15.2 45 75.6 27928 15 275 37 95 05 9505 15 9503 7474 11 52 38 94 10 9410 5 9503 7421 85 8 4 16.7 59 86.4 17021 13 139 36 95 01 9501 20 9503 7474 85 8 4 16.7 59 86.4 17021 20 625 41 95 01 9501 50 9503 7372 73 16 7 15.2 47 69.4 33747 17 130 32 92 10 9210 7.5 9503 7459 73 16 7 15.2 47 69.4 33747 23 220 37 94 11 9411 10 9503 7297 68 22 5 13.9 32 67.4 24374 15 67 33 95 05 9505 5 9503 7419 89 7 2 15.7 53 93.3 9821 25 160 42 94 12 9412 10 9503 7640 90 6 2 16.5 57 106.3 12023 12 185 36 93 05 9305 15 9503 7474 90 6 2 16.5 57 106.3 12023 14 77 34 94 08 9408 20 9503 7361 83 9 4 15.7 50 89.6 19643 17 212 34 94 12 9412 25 9503 7300 68 17 9 14.2 39 71.3 23848 16 105 34 93 06 9306 10 9503 7332 83 15 1 14 33 57.4 17005 19 78 23 95 06 9506 5 9503 7474 51 45 1 13.1 21 33.8 26753 16 157 41 94 11 9411 10 9503 7300 59 40 0 12.5 16 34.2 9330 23 155 43 94 10 9410 5 9503 7419 95 5 0 12.7 16 39.3 39744 10 107 40 90 05 9005 20 9503 7412 94 6 0 12.3 11 31.1 8189 11 66 21 93 11 9311 5 9403 5793 98 2 0 12.2 7 34.8 1265 21 86 34 94 03 9403 5 9503 7427 100 0 1 12.6 11 34.8 1516 28 312 41 95 05 9505 10 9503 7310 99 0 0 12.7 14 53.1 3141 33 225 40 94 10 9410 10 9503 7298 98 1 1 12.6 13 33.8 9381 12 875 39 94 02 9402 75 9503 7372 96 3 0 12.8 16 38.4 52005 31 246 39 95 01 9501 10 9503 7492 96 3 0 12.8 16 38.4 52005 25 286 40 93 09 9309 12 9503 7322 99 0 0 12.8 21 40.6 4171 21 130 33 95 05 9505 5 9503 7417 99 0 0 12.6 7 30.4 427 19 66 32 94 04 9404 3 9503 7248 99 0 1 12.6 12 36.4 5678 25 71 33 95 04 9504 5 9503 7237 55 44 1 12.2 12 31.4 17081 12 56 39 95 02 9502 5 9503 7442 91 0 7 13.5 23 82.4 343 10 132 35 94 11 9411 10 9503 7301 88 2 8 12.4 4 29 4353 11 90 35 95 01 9501 10 9503 7311 86 4 8 13.1 19 53.1 26066 11 71.25 31 93 05 9305 7 9503 7451 65 8 23 12.7 11 42 33076 11 88 34 92 12 9212 5 9503 7667 48 8 40 12.8 14 43.5 42699 13 140 27 95 05 9505 10 9503 7474 83 2 14 12.6 7 43.6 52170 23 48 32 95 01 9501 2 9503 7280 74 8 14 13.3 21 59.5 36863 31 292.15 42 94 12 9412 5 9503 7417 74 8 14 13.3 21 59.5 36863 18 103 36 94 02 9402 10 9503 7311 86 2 7 14.6 41 67.5 29784 20 187 40 95 05 9505 10 9503 7298 74 8 14 13.3 21 59.5 36863 14 205 40 87 12 8712 20 9503 7412 73 16 7 15.2 47 69.4 33747 10 210 35 95 01 9501 35 9503 7482 68 22 5 13.9 32 67.4 24374 9 27 25 93 01 9301 5 9503 7657 55 44 1 12.2 12 31.4 17081 8 55 30 95 06 9506 10 9503 7671 88 2 8 12.4 4 29 4353 19 96 29 94 11 9411 5 9503 7417 74 8 14 13.3 21 59.5 36863 19 151.5 32 95 01 9501 5 9503 7322 86 4 8 13.1 19 53.1 26066 9 37 24 92 01 9201 10 9503 7352 99 0 1 13 20 42.9 3533 10 50 30 93 04 9304 5 9503 7452 99 1 0 12.8 15 59 6526 7 20 22 94 01 9401 3 9503 7252 92 5 1 12.7 15 48.3 20431 11 65 28 94 08 9408 5 9503 7474 99 0 0 12.8 21 40.6 4171 7 43 31 93 09 9309 10 9503 7322 55 44 1 12.2 12 31.4 17081 12 53 26 95 02 9502 5 9501 6967 95 2 1 15.2 45 75.6 27928 7 40 26 95 06 9506 5 9503 7671 83 9 5 15.2 46 82.2 12662 4 23 14 95 05 9505 8 9503 7474 68 17 9 14.2 39 71.3 23848 4 70 29 92 05 9205 20 9503 7482 97 1 1 13 20 56.4 28448 8 67 25 94 01 9401 15 9503 7634 73 16 7 15.2 47 69.4 33747 19 88 25 95 04 9504 5 9503 7420 91 0 7 12.9 14 47.2 33298 14 82 28 93 12 9312 5 9503 7442 98 0 0 12.8 16 64.9 6440 24 119 34 94 05 9405 5 9503 7428 68 17 9 14.2 39 71.3 23848 9 42 27 94 10 9410 5 9503 7501 53 20 24 12.7 9 46.7 64448 17 229 29 95 06 9506 12 9503 7301 98 0 1 12.6 13 51.8 23182 13 70.3 22 95 05 9505 8 9503 7421 97 1 1 13 20 56.4 28448 10 50 29 95 06 9506 5 9503 7432 83 15 1 14 33 57.4 17005 6 55 27 92 02 9202 10 9503 7352 47 53 0 11.4 9 21.8 5009 11 32 22 95 03 9503 3 9503 7240 86 2 7 14.6 41 67.5 29784 10 260 28 95 03 9503 75 9503 7392 98 0 0 13.4 29 62.7 27516 16 37 22 95 03 9503 2 9503 7281 96 3 0 12.8 16 38.4 52005 9 26 21 94 11 9411 5 9503 7418 95 3 1 13.4 26 49.4 14055 8 182 26 94 12 9412 25 9503 7359 72 19 5 14.1 34 79.2 27479 4 40 18 94 06 9406 20 9503 7372 73 5 19 13.5 25 57.6 36574 15 49 20 95 04 9504 3 9503 7248 99 0 1 12.6 12 36.4 5678 14 130 26 94 11 9411 10 9503 7299 70 17 8 15.3 48 66.2 11388 7 70 25 94 05 9405 10 9503 7312 86 4 8 13.1 19 53.1 26066 10 125 24 95 01 9501 15 9503 7299 73 16 7 15.2 47 69.4 33747 10 48 23 94 09 9409 5 9503 7670 83 2 14 12.6 7 43.6 52170 6 34 22 94 05 9405 5 9503 7432 89 7 2 15.7 53 93.3 9821 7 65 25 93 11 9311 5 9503 7442 97 2 1 12.8 16 59.8 16123 7 32 20 95 05 9505 5 9503 7507 64 6 12 14.9 41 53.7 17855 17 79 22 95 06 9506 5 9503 7474 97 1 1 13 20 56.4 28448 9 45 18 95 05 9505 2 9503 7238 68 22 5 13.9 32 67.4 24374 14 52 18 94 11 9411 2 9503 7237 98 1 1 13 19 61.9 9045 6 60 21 95 06 9506 10 9503 7301 53 20 24 12.7 9 46.7 64448 15 44 19 95 05 9505 5 9503 7416 95 2 1 12.8 16 61.7 11041 5 14 19 93 04 9304 2 9503 7700 91 8 1 12.5 8 35.4 9256 8 21 19 94 10 9410 2 9503 7506 99 1 0 12.3 6 37.3 4800 8 34 19 94 12 9412 5 9503 7503 83 2 14 12.6 7 43.6 52170 7 50 23 94 11 9411 10 9503 7301 87 8 1 13 23 71.4 30057 5 19 21 93 10 9310 5 9503 7654 99 0 0 12.8 21 40.6 4171 4 28 20 91 09 9109 20 9503 7412 7 34 19 94 04 9404 5 9503 7431 98 1 1 13 19 61.9 9045 5 23 9 95 06 9506 5 9503 7474 86 2 7 14.6 41 67.5 29784 7 30 18 92 01 9201 5 9503 7472 95 2 1 15.2 45 75.6 27928 12 36 24 94 11 9411 3 9503 7240 65 8 23 12.7 11 42 33076 6 24 15 94 12 9412 5 9503 7649 100 0 0 12.5 13 33.1 1393 5 40 19 92 05 9205 15 9503 7351 100 0 0 12.9 18 59.6 3101 3 20 17 93 08 9308 10 9503 7322 89 8 1 16.4 57 84.5 17743 3 50 20 92 02 9202 20 9503 7412 68 22 5 13.9 32 67.4 24374 6 55 19 94 12 9412 10 9503 7300 97 2 1 12.8 16 59.8 16123 5 120 19 95 06 9506 25 9503 7372 86 2 7 14.6 41 67.5 29784 3 75 19 94 04 9404 20 9503 7372 72 19 5 14.1 34 79.2 27479 2 15 12 93 03 9303 10 9503 7641 86 4 8 13.1 19 53.1 26066 12 30 15 94 12 9412 2 9503 7247 92 0 7 12.7 11 41.7 6345 5 42 17 94 12 9412 10 9503 7301 89 7 2 15.7 53 93.3 9821 3 40 18 92 01 9201 10 9503 7352 91 0 8 13.4 21 47.2 1028 4 18 17 92 11 9211 5 9503 7461 75 21 3 15.2 46 46.9 20803 3 30 18 92 11 9211 10 9503 7342 98 1 1 13 19 61.9 9045 5 97 18 94 11 9411 10 9503 7492 86 4 8 13.1 19 53.1 26066 3 19 17 94 08 9408 7 9503 7422 98 0 0 12.8 16 64.9 6440 5 14 15 94 11 9411 2 9503 7507 85 8 4 16.7 59 86.4 17021 8 29 17 94 10 9410 5 9503 7419 99 0 0 13.1 22 67.5 7785 6 16 15 94 04 9404 3 9503 7251 65 8 23 12.7 11 42 33076 6 16 15 95 01 9501 3 9503 7251 80 16 4 14.8 45 83.1 12109 8 53 20 94 12 9412 8 9503 7660 84 2 10 13.5 28 60.8 378 7 80 17 95 03 9503 15 9503 7299 98 1 1 12.6 13 33.8 9381 4 25 10 94 06 9406 5 9403 5793 52 13 29 12.8 12 53.8 32407 3 25 16 92 11 9211 5 9503 7674 83 2 14 12.6 7 43.6 52170 3 15 12 95 05 9505 5 9503 7442 75 24 1 12.2 13 37.8 15401 5 25 17 94 10 9410 5 9503 7421 73 7 17 12.8 10 44.7 51968 5 70 17 94 11 9411 15 9503 7490 73 5 19 13.5 25 57.6 36574 8 19 14 94 11 9411 3 9503 7508 95 2 1 12.8 16 61.7 11041 7 75 16 94 10 9410 10 9503 7648 75 21 3 15.2 46 46.9 20803 5 50 18 94 05 9405 10 9503 7312 86 2 7 14.6 41 67.5 29784 2 8 13 92 03 9203 6 9503 7472 62 6 29 12.3 8 48.1 22916 12 129.3 17 95 05 9505 10 9503 7300 74 22 2 16.1 57 93.9 20606 1 15 5 90 07 9007 15 9503 7474 76 6 15 13.5 25 58.3 11123 5 35 17 95 06 9506 5 9503 7650 83 2 14 12.6 7 43.6 52170 5 37 16 95 06 9506 12 9503 7302 48 51 0 12.3 15 27.6 9467 6 47 16 94 11 9411 10 9503 7300 97 2 0 12.6 16 40.3 32552 3 20 16 92 10 9210 10 9503 7341 98 1 1 12.8 15 63 13208 5 11 12 94 08 9408 2 9503 7240 96 3 0 12.8 16 38.4 52005 9 70 16 94 12 9412 5 9503 7419 91 0 7 12.9 14 47.2 33298 4 35 16 94 08 9408 10 9503 7301 77 7 14 12.4 4 33.1 7176 8 48 16 95 05 9505 5 9503 7419 73 7 17 12.8 10 44.7 51968 5 25 13 95 04 9504 10 9503 7431 98 1 1 12.8 15 63 13208 4 50 16 94 11 9411 5 9503 7422 82 1 17 12.8 14 44.5 9914 5 43 16 93 02 9302 10 9503 7622 91 0 7 12.9 14 47.2 33298 5 130 16 94 08 9408 35 9503 7361 89 7 2 15.7 53 93.3 9821 8 40 16 94 06 9406 5 9503 7428 86 4 8 13.1 19 53.1 26066 3 50 11 95 04 9504 20 9503 7372 75 24 1 12.2 13 37.8 15401 12 49 13 95 04 9504 3 9503 7237 68 22 5 13.9 32 67.4 24374 4 22.5 13 95 05 9505 5 9503 7421 98 2 0 12 15 23.2 275 5 70 14 94 11 9411 5 9503 7420 56 30 12 14 38 71 13514 11 74 11 95 05 9505 10 9503 7416 95 5 0 12.7 16 39.3 39744 4 35 14 94 11 9411 5 9503 7660 97 2 0 12.6 16 40.3 32552 4 23 10 94 08 9408 4 9503 7684 95 2 1 15.2 45 75.6 27928 6 85 13 93 12 9312 15 9503 7627 52 13 29 12.8 12 53.8 32407 2 10 12 93 01 9301 5 9503 7452 99 0 0 12.8 21 40.6 4171 3 35 13 94 11 9411 15 9503 7302 100 0 0 12.2 4 26.5 1354 1 30 13 91 08 9108 30 9503 7412 90 6 2 16.5 57 106.3 12023 5 100 12 94 11 9411 20 9503 7361 97 1 1 13 20 56.4 28448 10 65 12 95 04 9504 5 9503 7299 94 6 0 12.3 11 31.1 8189 7 17 10 94 12 9412 3 9503 7236 100 0 0 12.6 8 39 1450 1 20 14 91 09 9109 20 9503 7412 100 0 0 12.6 8 33.9 1331 5 22 13 94 05 9405 5 9503 7668 70 13 14 12.8 10 39.6 6815 4 28 13 95 05 9505 8 9503 7421 95 3 1 13.4 26 49.4 14055 5 30 12 94 10 9410 5 9503 7419 77 7 14 12.4 4 33.1 7176 3 20 11 93 06 9306 5 9503 7451 92 5 1 12.7 15 48.3 20431 10 118 12 94 11 9411 15 9503 7299 51 45 1 13.1 21 33.8 26753 2 35 13 92 11 9211 15 9503 7342 65 8 23 12.7 11 42 33076 1 20 13 91 09 9109 20 9503 7412 52 13 29 12.8 12 53.8 32407 2 10 11 93 09 9309 5 9503 7442 91 0 7 12.9 14 47.2 33298 2 7 4 95 06 9506 5 9503 7474 98 1 1 12.8 15 63 13208 6 55 10 95 06 9506 10 9503 7620 70 13 14 12.8 10 39.6 6815 4 20 12 94 05 9405 5 9503 7430 99 0 1 12.6 10 30.7 7427 4 28 12 94 10 9410 8 9503 7420 98 1 1 12.8 15 63 13208 5 140 12 95 04 9504 30 9503 7371 68 17 9 14.2 39 71.3 23848 3 30 13 94 08 9408 8 9503 7649 93 0 5 13.6 28 62 4148 3 25 10 94 10 9410 10 9503 7301 54 44 1 12.1 10 28 12265 6 75 11 95 01 9501 15 9503 7301 87 8 1 13 23 71.4 30057 1 20 12 91 11 9111 20 9503 7412 1 25 12 91 11 9111 25 9503 7412 91 0 8 13.4 21 47.2 1028 3 18 11 95 01 9501 5 9503 7676 83 2 14 12.6 7 43.6 52170 4 20 11 93 11 9311 5 9503 7439 93 1 5 13.1 16 50.8 17031 6 28 10 94 04 9404 3 9503 7248 99 1 0 12.8 15 59 6526 3 20 9 94 10 9410 10 9503 7647 92 0 1 12.5 11 32.5 3242 6 27 10 95 06 9506 5 9503 7418 99 0 0 13.2 23 55.7 23227 5 17 10 94 11 9411 3 9503 7506 100 0 0 12.5 5 29.7 658 2 20 9 94 11 9411 10 9503 7301 97 2 0 12.6 16 40.3 32552 1 5 7 92 03 9203 5 9503 7474 62 5 30 12.3 5 42.7 63719 2 15 8 92 11 9211 5 9503 7461 58 7 30 13 15 60.4 17536 4 65 9 94 11 9411 20 9503 7360 96 1 0 12.8 12 56.9 9161 1 10 8 92 03 9203 10 9503 7352 95 2 1 15.2 45 75.6 27928 4 10 9 94 04 9404 3 9503 7249 100 0 0 12.5 10 25.9 867 1 25 9 92 03 9203 25 9503 7412 73 7 17 12.8 10 44.7 51968 2 25 9 94 10 9410 10 9503 7301 51 45 1 13.1 21 33.8 26753 2 30 9 95 01 9501 20 9410 6721 74 22 2 16.1 57 93.9 20606 2 12 9 94 01 9401 10 9503 7644 100 0 0 12.9 18 59.6 3101 4 17 10 94 04 9404 5 9503 7429 77 7 14 12.4 4 33.1 7176 1 20 10 92 05 9205 20 9503 7412 98 1 1 12.8 16 64.4 10837 3 23 4 94 11 9411 3 9503 7240 99 0 1 12.9 19 68.8 13849 1 10 7 92 09 9209 10 9503 7342 98 0 0 12.8 16 64.9 6440 2 12 10 93 03 9303 7 9503 7452 96 3 0 12.8 16 38.4 52005 1 20 9 92 09 9209 20 9503 7402 99 0 1 12.9 19 68.8 13849 7 35 9 95 05 9505 5 9503 7418 70 17 8 15.3 48 66.2 11388 4 30 9 94 08 9408 10 9503 7299 87 8 1 13 23 71.4 30057 3 20 8 95 01 9501 10 9503 7451 72 19 5 14.1 34 79.2 27479 2 20 9 94 11 9411 10 9503 7301 87 11 2 15.6 50 69.2 34769 3 30 11 93 12 9312 10 9503 7320 52 45 2 10.9 6 22.2 859 1 25 10 92 10 9210 25 9503 7402 4 29 8 95 05 9505 8 9503 7499 70 13 14 12.8 10 39.6 6815 2 15 9 93 06 9306 10 9503 7331 4 50 9 94 11 9411 15 9503 7299 95 2 1 15.2 45 75.6 27928 2 10 9 94 04 9404 5 9503 7431 97 1 1 13.1 23 61.7 45076 3 15 7 95 05 9505 5 9503 7421 97 0 3 12.9 9 49 530 2 10 9 94 11 9411 5 9503 7421 62 5 30 12.3 5 42.7 63719 4 25 9 95 05 9505 5 9503 7420 97 1 1 13.1 23 61.7 45076 3 15 9 94 10 9410 5 9503 7420 97 2 0 12.6 16 40.3 32552 2 5 4 94 11 9411 3 9503 7474 91 0 7 12.9 14 47.2 33298 1 20 9 92 12 9212 20 9503 7402 83 9 5 15.2 46 82.2 12662 4 25 6 95 01 9501 5 9503 7440 75 21 3 15.2 46 46.9 20803 1 10 6 93 03 9303 10 9503 7332 68 17 9 14.2 39 71.3 23848 3 65 8 94 06 9406 20 9503 7370 90 6 2 16.5 57 106.3 12023 1 10 6 93 03 9303 10 9503 7332 69 26 4 14.1 34 27.6 33437 1 10 6 93 05 9305 10 9503 7638 86 2 7 14.6 41 67.5 29784 3 15 7 94 12 9412 7 9503 7420 96 3 0 12.8 16 38.4 52005 3 55 6 95 06 9506 10 9503 7361 87 8 1 13 23 71.4 30057 4 25 5 95 05 9505 10 9503 7420 95 2 1 15.2 45 75.6 27928 1 25 7 93 07 9307 25 9503 7382 74 22 2 16.1 57 93.9 20606 2 25 6 94 11 9411 15 9503 7621 99 0 0 11.7 3 27 356 1 15 6 93 08 9308 15 9503 7322 98 1 0 13.9 35 74.3 10397 1 5 5 93 08 9308 5 9503 7667 91 0 7 12.9 14 47.2 33298 1 5 5 93 09 9309 5 9503 7442 43 57 1 12 14 33.2 11339 1 5 5 93 09 9309 5 9503 7442 97 2 0 12.8 13 70.6 4594 1 10 6 93 09 9309 10 9503 7322 97 1 1 13.1 23 61.7 45076 2 20 7 94 05 9405 10 9503 7311 87 8 1 13 23 71.4 30057 1 10 6 93 09 9309 10 9503 7322 80 16 4 14.8 45 83.1 12109 1 10 6 93 09 9309 10 9503 7322 80 16 4 14.8 45 83.1 12109 4 18 6 95 05 9505 5 9503 7420 100 0 0 12.2 5 37 2223 1 10 6 93 09 9309 10 9503 7322 100 0 0 12.6 8 39 1450 2 12.5 5 95 05 9505 5 9503 7442 99 0 0 12.6 10 39.4 485 2 15 5 95 05 9505 10 9503 7442 96 3 0 12.8 16 38.4 52005 1 5 5 93 09 9309 5 9503 7442 82 17 1 12.4 15 41.5 7891 1 5 5 93 09 9309 5 9503 7672 80 18 1 12.3 11 40.2 13490 1 5 5 93 09 9309 5 9503 7442 73 16 7 15.2 47 69.4 33747 1 5 5 93 09 9309 5 9503 7442 95 5 0 12.7 16 39.3 39744 4 60 6 95 04 9504 15 9503 7300 86 4 8 13.1 19 53.1 26066 1 5 5 93 09 9309 5 9503 7442 62 5 30 12.3 5 42.7 63719 1 20 7 93 10 9310 20 9503 7382 99 1 0 12.8 15 59 6526 3 12 5 94 10 9410 2 9503 7240 98 1 1 13 19 61.9 9045 1 10 7 93 10 9310 10 9503 7322 87 8 1 13 23 71.4 30057 1 5 5 93 10 9310 5 9503 7442 95 2 1 15.2 45 75.6 27928 1 5 5 93 10 9310 5 9503 7442 56 30 12 14 38 71 13514 3 35 8 94 08 9408 10 9503 7300 68 17 9 14.2 39 71.3 23848 1 10 7 93 10 9310 10 9503 7322 87 11 2 15.6 50 69.2 34769 1 25 7 93 10 9310 25 9503 7382 99 0 0 13.2 23 55.7 23227 4 7 5 95 04 9504 2 9503 7240 100 0 0 12.4 11 32.5 2113 1 10 7 93 10 9310 10 9503 7322 69 30 0 12.3 12 39.7 28720 1 10 7 93 10 9310 10 9503 7322 52 13 29 12.8 12 53.8 32407 1 8 5 93 10 9310 8 9503 7660 91 0 7 12.9 14 47.2 33298 1 10 7 93 10 9310 10 9503 7301 97 1 1 13.1 23 61.7 45076 1 5 5 93 10 9310 5 9503 7651 97 1 1 13 20 56.4 28448 2 20 7 94 06 9406 10 9503 7311 97 1 1 13 20 56.4 28448 3 29.3 5 95 04 9504 12 9503 7301 83 9 5 15.2 46 82.2 12662 1 10 7 93 10 9310 10 9503 7322 83 9 4 15.7 50 89.6 19643 4 25 6 95 05 9505 5 9503 7420 94 6 0 12.3 11 31.1 8189 1 7.3 5 93 10 9310 7.3 9503 7442 62 5 30 12.3 5 42.7 63719 2 125 7 94 12 9412 25 9503 7361 86 2 7 14.6 41 67.5 29784 1 5 5 93 10 9310 5 9503 7442 53 20 24 12.7 9 46.7 64448 1 10 7 93 10 9310 10 9503 7322 3 25 7 95 05 9505 5 9503 7301 83 2 14 12.6 7 43.6 52170 1 5 5 93 10 9310 5 9503 7665 99 0 0 13.1 22 67.5 7785 1 5 3 93 10 9310 5 9503 7474 68 17 9 14.2 39 71.3 23848 2 15 7 95 05 9505 5 9503 7322 86 3 9 12.9 11 45.4 24973 1 10 7 93 10 9310 10 9503 7322 73 7 17 12.8 10 44.7 51968 1 5 5 93 11 9311 5 9503 7442 80 16 4 14.8 45 83.1 12109 1 10 6 93 11 9311 10 9503 7322 99 0 0 13.2 28 52.5 4874 1 10 6 93 11 9311 10 9503 7645 97 1 1 13.1 23 61.7 45076 1 10 6 93 11 9311 10 9503 7646 100 0 0 12.9 18 59.6 3101 3 15 5 95 05 9505 5 9503 7421 83 2 14 12.6 7 43.6 52170 1 10 6 93 11 9311 10 9503 7322 83 2 14 12.6 7 43.6 52170 3 55 6 94 11 9411 10 9503 7630 97 2 0 12.8 13 70.6 4594 1 10 6 93 11 9311 10 9503 7322 98 1 1 12.8 15 63 13208 1 7.3 5 93 11 9311 7.3 9503 7442 72 19 5 14.1 34 79.2 27479 1 18.25 6 93 11 9311 18.25 9503 7322 89 8 1 16.4 57 84.5 17743 5 31 5 95 06 9506 5 9503 7419 73 5 19 13.5 25 57.6 36574 3 12 5 95 05 9505 5 9503 7431 99 0 0 12.5 10 40.2 4856 2 12.3 5 94 12 9412 5 9503 7442 86 4 8 13.1 19 53.1 26066 3 25 6 95 05 9505 10 9503 7421 86 3 9 12.9 11 45.4 24973 1 5 5 93 12 9312 5 9503 7442 97 2 1 13 18 70.6 8493 5 102 6 95 06 9506 27 9503 7360 68 17 9 14.2 39 71.3 23848 1 5 5 93 12 9312 5 9503 7442 75 21 3 15.2 46 46.9 20803 1 7.3 5 94 01 9401 7.3 9503 7432 96 2 1 13.2 26 68.9 21198 1 5 5 94 01 9401 5 9503 7432 98 1 1 12.8 15 63 13208 2 15 5 94 11 9411 5 9503 7421 98 0 0 13.4 29 62.7 27516 1 5 4 94 02 9402 5 9503 7432 73 16 7 15.2 47 69.4 33747 2 15.79 6 95 04 9504 5 9503 7312 68 17 9 14.2 39 71.3 23848 1 7.3 4 94 02 9402 7.3 9503 7432 99 0 0 12.4 11 37.2 1292 3 9 4 95 03 9503 3 9503 7251 99 0 0 13.2 23 55.7 23227 2 50 6 94 11 9411 25 9503 7474 90 6 2 16.5 57 106.3 12023 1 10 5 94 02 9402 10 9503 7495 100 0 0 12.6 12 46 1902 3 9.65 4 95 04 9504 2 9503 7241 62 5 30 12.3 5 42.7 63719 1 8 3 94 03 9403 8 9503 7658 51 45 1 13.1 21 33.8 26753 2 41 4 94 11 9411 21 9503 7361 64 6 12 14.9 41 53.7 17855 1 5 3 94 03 9403 5 9503 7432 58 7 30 13 15 60.4 17536 1 7.3 3 94 03 9403 7.3 9503 7432 68 22 5 13.9 32 67.4 24374 1 5 3 94 03 9403 5 9503 7432 96 3 0 12.8 16 38.4 52005 1 10 5 94 03 9403 10 9503 7312 74 8 14 13.3 21 59.5 36863 2 6 3 94 11 9411 3 9503 7241 88 2 8 12.4 4 29 4353 1 5 3 94 03 9403 5 9503 7432 95 3 1 13.4 26 49.4 14055 1 10 4 94 03 9403 10 9503 7312 60 39 1 12.3 16 35.7 9179 2 10 4 94 12 9412 5 9503 7432 1 20 4 94 03 9403 20 9503 7372 99 0 0 13.1 23 71.6 13069 2 15 3 94 10 9410 10 9503 7301 83 9 5 15.2 46 82.2 12662 1 5 3 94 03 9403 5 9503 7432 73 16 7 15.2 47 69.4 33747 1 20 4 94 03 9403 20 9503 7372 97 2 0 12.6 16 40.3 32552 1 7.3 3 94 03 9403 7.3 9503 7432 98 1 1 12.6 13 33.8 9381 1 7.3 3 94 03 9403 7.3 9503 7432 73 7 17 12.8 10 44.7 51968 1 8 3 94 03 9403 8 9503 7432 95 2 1 15.2 45 75.6 27928 1 7.3 4 94 03 9403 7.3 9503 7432 74 8 14 13.3 21 59.5 36863 1 5 3 94 04 9404 5 9503 7432 54 44 1 12.1 10 28 12265 3 30 4 95 05 9505 15 9503 7421 62 5 30 12.3 5 42.7 63719 1 10 4 94 04 9404 10 9503 7312 98 1 1 12.8 15 63 13208 1 5 3 94 04 9404 5 9503 7649 72 19 5 14.1 34 79.2 27479 1 5 3 94 04 9404 5 9503 7432 95 5 0 12.7 16 39.3 39744 1 10 4 94 04 9404 10 9503 7312 55 44 1 12.2 12 31.4 17081 1 10 4 94 05 9405 10 9503 7638 91 4 2 12.7 12 55 719 1 5 3 94 05 9405 5 9503 7432 98 0 0 13.4 29 62.7 27516 1 10 4 94 05 9405 10 9503 7312 83 15 1 14 33 57.4 17005 2 10 3 94 11 9411 5 9503 7421 100 0 0 12.6 8 37.3 1463 2 12.3 3 94 10 9410 5 9503 7421 99 0 0 12.8 21 40.6 4171 1 10 4 94 05 9405 10 9503 7312 99 0 0 13.2 23 55.7 23227 1 10 4 94 05 9405 10 9503 7622 48 8 40 12.8 14 43.5 42699 1 5 3 94 05 9405 5 9503 7432 70 13 14 12.8 10 39.6 6815 1 10 4 94 05 9405 10 9503 7312 98 1 1 12.8 15 63 13208 2 20 4 94 11 9411 10 9503 7301 98 2 0 12 3 23.8 427 1 5 3 94 05 9405 5 9503 7432 100 0 0 12.6 8 33.9 1331 2 12.3 3 94 11 9411 5 9503 7421 94 6 0 12.2 7 38.9 1273 1 10 4 94 05 9405 10 9503 7621 48 8 40 12.8 14 43.5 42699 2 20 4 95 06 9506 10 9503 7635 64 6 12 14.9 41 53.7 17855 1 7.5 3 94 05 9405 7.5 9503 7432 96 3 0 12.8 16 38.4 52005 1 10 4 94 05 9405 10 9503 7312 96 2 0 13.5 30 73.4 8190 1 5 3 94 05 9405 5 9503 7432 73 16 7 15.2 47 69.4 33747 1 7.3 3 94 05 9405 7.3 9503 7432 100 0 0 12.6 8 37.3 1463 1 10 4 94 05 9405 10 9503 7312 96 3 0 12.8 16 38.4 52005 1 20 4 94 05 9405 20 9503 7372 65 8 23 12.7 11 42 33076 2 10 3 95 05 9505 5 9503 7432 52 13 29 12.8 12 53.8 32407 1 20 4 94 06 9406 20 9503 7372 98 1 1 12.8 16 64.4 10837 2 45 4 95 05 9505 25 9503 7372 96 2 0 13.5 30 73.4 8190 1 10 4 94 06 9406 10 9503 7312 99 0 0 12.7 14 53.1 3141 1 7.5 3 94 06 9406 7.5 9503 7432 86 3 9 12.9 11 45.4 24973 1 20 4 94 06 9406 20 9503 7372 62 5 30 12.3 5 42.7 63719 3 35 4 95 02 9502 5 9503 7361 86 2 7 14.6 41 67.5 29784 1 10 4 94 06 9406 10 9503 7312 91 0 7 12.9 14 47.2 33298 1 7.3 3 94 06 9406 7.3 9503 7432 98 1 0 15.8 50 95.4 13078 2 20 4 94 10 9410 10 9503 7301 87 8 1 13 23 71.4 30057 1 10 4 94 06 9406 10 9503 7312 96 2 0 13.5 30 73.4 8190 2 18 3 95 05 9505 10 9503 7432 97 1 1 13 20 56.4 28448 1 15 4 94 06 9406 15 9503 7312 95 2 1 15.2 45 75.6 27928 4 80 4 95 05 9505 20 9503 7372 80 16 4 14.8 45 83.1 12109 1 5 3 94 06 9406 5 9503 7664 68 22 5 13.9 32 67.4 24374 1 25 4 94 06 9406 25 9503 7372 1 8.5 3 94 06 9406 8.5 9503 7432 95 5 0 12.7 16 39.3 39744 1 5 3 94 06 9406 5 9503 7432 98 1 1 12.6 13 33.8 9381 2 10 3 94 10 9410 5 9503 7421 69 30 0 12.3 12 39.7 28720 1 5 3 94 06 9406 5 9503 7432 93 1 5 13.1 16 50.8 17031 2 15 4 95 05 9505 5 9503 7312 53 20 24 12.7 9 46.7 64448 1 7.3 3 94 06 9406 7.3 9503 7432 97 1 1 13.1 23 61.7 45076 1 20 4 94 06 9406 20 9503 7372 98 0 0 13.4 29 62.7 27516 1 7.5 3 94 06 9406 7.5 9503 7432 89 7 2 15.7 53 93.3 9821 1 10 4 94 06 9406 10 9503 7312 69 30 0 12.3 12 39.7 28720 1 15 4 94 06 9406 15 9503 7312 65 8 23 12.7 11 42 33076 1 5 3 94 07 9407 5 9503 7422 95 2 1 12.8 16 61.7 11041 1 5 3 94 07 9407 5 9503 7422 91 0 7 12.9 14 47.2 33298 2 10 3 94 10 9410 5 9503 7421 73 7 17 12.8 10 44.7 51968 1 5 2 94 07 9407 5 9503 7422 95 2 1 15.2 45 75.6 27928 2 20 3 95 05 9505 10 9503 7302 92 8 0 12.1 8 30.5 1230 1 15 3 94 07 9407 15 9503 7302 97 2 1 12.7 13 57.1 17867 1 3 2 94 08 9408 3 9503 7242 62 6 29 12.3 8 48.1 22916 1 4 2 94 09 9409 4 9503 7242 80 16 4 14.8 45 83.1 12109 1 7.3 2 94 09 9409 7.3 9503 7422 89 0 4 13.1 19 31.1 440 1 10 3 94 09 9409 10 9503 7302 62 5 30 12.3 5 42.7 63719 1 5 2 94 09 9409 5 9503 7422 96 1 0 12.8 12 56.9 9161 1 3.65 2 94 09 9409 3.65 9503 7242 87 11 2 15.6 50 69.2 34769 2 30 3 95 01 9501 20 9503 7302 97 2 0 12.6 16 40.3 32552 1 10 3 94 09 9409 10 9503 7302 100 0 0 10.9 1 19.4 1693 1 5 2 94 09 9409 5 9503 7422 100 0 0 12.7 13 36.3 1611 1 15 3 94 09 9409 15 9503 7302 77 7 14 12.4 4 33.1 7176 1 5 2 94 09 9409 5 9503 7422 73 7 17 12.8 10 44.7 51968 1 10 3 94 09 9409 10 9503 7302 100 0 0 13 10 57.8 1045 1 7.3 2 94 09 9409 7.3 9503 7422 80 16 4 14.8 45 83.1 12109 1 5 2 94 09 9409 5 9503 7422 83 15 1 14 33 57.4 17005 1 2 2 94 09 9409 2 9503 7242 95 0 1 12.6 13 37.2 3891 1 5 2 94 09 9409 5 9503 7422 99 0 0 12.3 6 24.1 1521 1 10 3 94 09 9409 10 9503 7302 99 0 1 12.9 19 68.8 13849 1 5 2 94 09 9409 5 9503 7422 85 11 2 12.5 15 38 1 2.5 2 94 09 9409 2.5 9503 7242 98 0 1 12.6 13 51.8 23182 1 7.3 2 94 09 9409 7.3 9503 7422 70 17 8 15.3 48 66.2 11388 1 2 2 94 09 9409 2 9503 7242 99 0 0 13.1 21 58.3 2894 1 10 3 94 09 9409 10 9503 7302 89 8 1 16.4 57 84.5 17743 1 5 2 94 09 9409 5 9503 7422 99 0 0 12.4 11 37.2 1292 1 5 2 94 09 9409 5 9503 7422 99 1 0 12.1 7 33.3 3542 1 5 2 94 09 9409 5 9503 7422 99 0 0 13.2 28 52.5 4874 1 7.5 2 94 09 9409 7.5 9503 7422 96 3 0 12.8 16 38.4 52005 1 5 2 94 09 9409 5 9503 7422 75 23 1 12.5 14 43.9 30812 1 7.3 2 94 09 9409 7.3 9503 7422 83 2 14 12.6 7 43.6 52170 1 3.65 2 94 09 9409 3.65 9503 7242 88 2 8 12.4 4 29 4353 2 10 2 95 06 9506 5 9503 7422 73 5 19 13.5 25 57.6 36574 1 10 3 94 09 9409 10 9503 7302 74 12 12 9.2 13 47 10893 1 5 3 94 10 9410 5 9503 7422 100 0 0 13 10 57.8 1045 1 5 3 94 10 9410 5 9503 7422 97 1 1 13.1 23 61.7 45076 1 25 3 94 10 9410 25 9503 7362 92 5 1 12.7 15 48.3 20431 3 11 2 95 05 9505 4 9503 7422 73 16 7 15.2 47 69.4 33747 1 7.2 3 94 10 9410 7.2 9503 7422 68 22 5 13.9 32 67.4 24374 1 10 3 94 10 9410 10 9503 7302 86 6 3 14.8 43 85.4 19795 1 7.5 3 94 10 9410 7.5 9503 7422 84 13 2 14.1 37 53.7 36053 1 10 3 94 10 9410 10 9503 7302 91 7 1 12.3 9 33.9 3335 1 10 3 94 10 9410 10 9503 7302 98 0 1 13.7 30 54.2 3241 1 4 2 94 10 9410 4 9503 7242 99 1 0 12.8 17 45.2 4084 1 7.3 3 94 10 9410 7.3 9503 7422 80 18 1 12.3 11 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Recency Frequency Monetary Monetary Order Monetary Quartiles Monetary Deciles intermediate step 1.00 18 145 30 1 0.4073 1 0.67 42 274 10 1 0.1264 1 1.33 7 42 125 1 1.74157 2 1.42 17 527 4 1 0.04213 1 1.00 14 55 92 1 1.27809 2 0.42 24 140 31 1 0.42135 1 0.33 26 160 24 1 0.32303 1 2.33 16 200 19 1 0.25281 1 1.33 10 52 101 1 1.40449 2 1.42 12 155 27 1 0.36517 1 2.67 19 110 47 1 0.64607 1 0.75 22 120 43 1 0.58989 1 0.67 24 177 23 1 0.30899 1 0.42 12 375 5 1 0.05618 1 0.42 18 82 61 1 0.8427 1 3.50 13 39 135 1 1.88202 2 0.33 18 680 2 1 0.01404 1 0.83 11 55 95 1 1.32022 2 0.42 15 275 9 1 0.11236 1 1.00 11 52 103 1 1.43258 2 0.75 13 139 34 1 0.46348 1 0.75 20 625 3 1 0.02809 1 3.00 17 130 36 1 0.49157 1 0.92 23 220 15 1 0.19663 1 0.42 15 67 80 1 1.10955 2 0.83 25 160 25 1 0.33708 1 2.42 12 185 21 1 0.2809 1 1.17 14 77 66 1 0.91292 1 0.83 17 212 16 1 0.21067 1 2.33 16 105 49 1 0.67416 1 0.33 19 78 65 1 0.89888 1 0.92 16 157 26 1 0.35112 1 1.00 23 155 28 1 0.37921 1 5.42 10 107 48 1 0.66011 1 1.92 11 66 81 1 1.1236 2 1.58 21 86 58 1 0.80056 1 0.42 28 312 6 1 0.07022 1 1.00 33 225 14 1 0.18258 1 1.67 12 875 1 1 0 1 0.75 31 246 12 1 0.15449 1 2.08 25 286 8 1 0.09831 1 0.42 21 130 39 1 0.53371 1 1.50 19 66 82 1 1.13764 2 0.50 25 71 72 1 0.99719 1 0.67 12 56 90 1 1.25 2 0.92 10 132 35 1 0.47753 1 0.75 11 90 55 1 0.75843 1 2.42 11 71.25 71 1 0.98315 1 2.83 11 88 56 1 0.77247 1 0.42 13 140 33 1 0.44944 1 0.75 23 48 117 1 1.62921 2 0.83 31 292.15 7 1 0.08427 1 1.67 18 103 50 1 0.6882 1 0.42 20 187 20 1 0.26685 1 7.83 14 205 18 1 0.23876 1 0.75 10 210 17 1 0.22472 1 2.75 9 27 173 1 2.41573 3 0.33 8 55 97 1 1.34831 2 0.92 19 96 54 1 0.74438 1 0.75 19 151.5 29 1 0.39326 1 3.75 9 37 136 1 1.89607 2 2.50 10 50 104 1 1.44663 2 1.75 7 20 224 2 3.13202 4 1.17 11 65 87 1 1.20787 2 2.08 7 43 123 1 1.71348 2 0.67 12 53 99 1 1.3764 2 0.33 7 40 130 1 1.8118 2 0.42 4 23 205 2 2.86517 3 3.42 4 70 74 1 1.02528 2 1.75 8 67 79 1 1.09551 2 0.50 19 88 57 1 0.78652 1 1.83 14 82 60 1 0.82865 1 1.42 24 119 45 1 0.61798 1 1.00 9 42 127 1 1.76966 2 0.33 17 229 13 1 0.16854 1 0.42 13 70.3 73 1 1.01124 2 0.33 10 50 110 1 1.5309 2 3.67 6 55 96 1 1.33427 2 0.58 11 32 152 1 2.12079 3 0.58 10 260 11 1 0.14045 1 0.58 16 37 137 1 1.91011 2 0.92 9 26 174 1 2.42978 3 0.83 8 182 22 1 0.29494 1 1.33 4 40 134 1 1.86798 2 0.50 15 49 115 1 1.60112 2 0.92 14 130 38 1 0.51966 1 1.42 7 70 76 1 1.05337 2 0.75 10 125 41 1 0.5618 1 1.08 10 48 116 1 1.61517 2 1.42 6 34 149 1 2.07865 3 1.92 7 65 84 1 1.16573 2 0.42 7 32 151 1 2.10674 3 0.33 17 79 64 1 0.88483 1 0.42 9 45 121 1 1.68539 2 0.92 14 52 102 1 1.41854 2 0.33 6 60 89 1 1.23596 2 0.42 15 44 122 1 1.69944 2 2.50 5 14 309 2 4.32584 5 1.00 8 21 211 2 2.94944 3 0.83 8 34 150 1 2.0927 3 0.92 7 50 105 1 1.46067 2 2.00 5 19 263 2 3.67978 4 4.08 4 28 168 1 2.34551 3 1.50 7 34 148 1 2.06461 3 0.33 5 23 206 2 2.87921 3 3.75 7 30 156 1 2.17697 3 0.92 12 36 139 1 1.9382 2 0.83 6 24 202 2 2.82303 3 3.42 5 40 131 1 1.82584 2 2.17 3 20 231 2 3.23034 4 3.67 3 50 108 1 1.50281 2 0.83 6 55 94 1 1.30618 2 0.33 5 120 44 1 0.60393 1 1.50 3 75 68 1 0.94101 1 2.58 2 15 301 2 4.21348 5 0.83 12 30 162 1 2.26124 3 0.83 5 42 126 1 1.75562 2 3.75 3 40 133 1 1.85393 2 2.92 4 18 268 2 3.75 4 2.92 3 30 154 1 2.14888 3 0.92 5 97 53 1 0.73034 1 1.17 3 19 262 2 3.66573 4 0.92 5 14 308 2 4.3118 5 1.00 8 29 166 1 2.31742 3 1.50 6 16 275 2 3.84831 4 0.75 6 16 274 2 3.83427 4 0.83 8 53 100 1 1.39045 2 0.58 7 80 63 1 0.87079 1 1.33 4 25 196 2 2.73876 3 2.92 3 25 197 2 2.75281 3 0.42 3 15 288 2 4.0309 5 1.00 5 25 201 2 2.80899 3 0.92 5 70 77 1 1.06742 2 0.92 8 19 261 2 3.65169 4 1.00 7 75 69 1 0.95506 1 1.42 5 50 113 1 1.57303 2 3.58 2 8 478 3 6.69944 7 0.42 12 129.3 40 1 0.54775 1 5.25 1 15 304 2 4.25562 5 0.33 5 35 146 1 2.03652 3 0.33 5 37 138 1 1.92416 2 0.92 6 47 119 1 1.6573 2 3.00 3 20 221 2 3.08989 4 1.17 5 11 321 2 4.49438 5 0.83 9 70 78 1 1.08146 2 1.17 4 35 144 1 2.00843 3 0.42 8 48 118 1 1.64326 2 0.50 5 25 178 2 2.48596 3 0.92 4 50 112 1 1.55899 2 2.67 5 43 124 1 1.72753 2 1.17 5 130 37 1 0.50562 1 1.33 8 40 132 1 1.83989 2 0.50 3 50 111 1 1.54494 2 0.50 12 49 114 1 1.58708 2 0.42 4 22.5 207 2 2.89326 3 0.92 5 70 75 1 1.03933 2 0.42 11 74 70 1 0.9691 1 0.92 4 35 142 1 1.98034 2 1.17 4 23 204 2 2.85112 3 1.83 6 85 59 1 0.81461 1 2.75 2 10 417 3 5.8427 6 0.92 3 35 143 1 1.99438 2 4.17 1 30 157 1 2.19101 3 0.92 5 100 52 1 0.71629 1 0.50 10 65 86 1 1.19382 2 0.83 7 17 271 2 3.79213 4 4.08 1 20 243 2 3.39888 4 1.42 5 22 210 2 2.93539 3 0.42 4 28 171 1 2.38764 3 1.00 5 30 161 1 2.24719 3 2.33 3 20 225 2 3.14607 4 0.92 10 118 46 1 0.63202 1 2.92 2 35 145 1 2.02247 3 4.08 1 20 253 2 3.53933 4 2.08 2 10 467 3 6.54494 7 0.33 2 7 551 4 7.72472 8 0.33 6 55 98 1 1.36236 2 1.42 4 20 241 2 3.37079 4 1.00 4 28 170 1 2.3736 3 0.50 5 140 32 1 0.43539 1 1.17 3 30 164 1 2.28933 3 1.00 3 25 191 2 2.66854 3 0.75 6 75 67 1 0.92697 1 3.92 1 20 232 2 3.24438 4 3.92 1 25 194 2 2.71067 3 0.75 3 18 270 2 3.77809 4 1.92 4 20 249 2 3.48315 4 1.50 6 28 169 1 2.35955 3 1.00 3 20 240 2 3.35674 4 0.33 6 27 172 1 2.40169 3 0.92 5 17 272 2 3.80618 4 0.92 2 20 238 2 3.32865 4 3.58 1 5 650 4 9.11517 10 2.92 2 15 305 2 4.26966 5 0.92 4 65 83 1 1.15169 2 3.58 1 10 361 3 5.05618 6 1.50 4 10 416 3 5.82865 6 3.58 1 25 200 2 2.79494 3 1.00 2 25 184 2 2.57022 3 0.75 2 30 158 1 2.20506 3 1.75 2 12 318 2 4.45225 5 1.50 4 17 273 2 3.82022 4 3.42 1 20 212 2 2.96348 3 0.92 3 23 203 2 2.83708 3 3.08 1 10 352 2 4.92978 5 2.58 2 12 319 2 4.46629 5 3.08 1 20 215 2 3.00562 4 0.42 7 35 140 1 1.95225 2 1.17 4 30 155 1 2.16292 3 0.75 3 20 227 2 3.17416 4 0.92 2 20 230 2 3.21629 4 1.83 3 30 160 1 2.23315 3 3.00 1 25 195 2 2.72472 3 0.42 4 29 167 1 2.33146 3 2.33 2 15 293 2 4.10112 5 0.92 4 50 106 1 1.47472 2 1.50 2 10 343 2 4.80337 5 0.42 3 15 299 2 4.18539 5 0.92 2 10 439 3 6.15169 7 0.42 4 25 177 1 2.47191 3 1.00 3 15 292 2 4.08708 5 0.92 2 5 671 4 9.41011 10 2.83 1 20 226 2 3.16011 4 0.75 4 25 183 2 2.55618 3 2.58 1 10 370 3 5.18258 6 1.33 3 65 85 1 1.17978 2 2.58 1 10 375 3 5.25281 6 2.42 1 10 454 3 6.36236 7 0.83 3 15 296 2 4.14326 5 0.33 3 55 93 1 1.29213 2 0.42 4 25 181 2 2.52809 3 2.25 1 25 182 2 2.54213 3 0.92 2 25 187 2 2.61236 3 2.17 1 15 279 2 3.90449 4 2.17 1 5 667 4 9.35393 10 2.08 1 5 605 4 8.48315 9 2.08 1 5 557 4 7.80899 8 2.08 1 10 339 2 4.74719 5 1.42 2 20 218 2 3.04775 4 2.08 1 10 362 3 5.07022 6 2.08 1 10 363 3 5.08427 6 0.42 4 18 269 2 3.76404 4 2.08 1 10 408 3 5.71629 6 0.42 2 12.5 311 2 4.35393 5 0.42 2 15 297 2 4.1573 5 2.08 1 5 642 4 9.00281 10 2.08 1 5 644 4 9.0309 10 2.08 1 5 585 4 8.20225 9 2.08 1 5 608 4 8.52528 9 0.50 4 60 88 1 1.22191 2 2.08 1 5 651 4 9.12921 10 2.00 1 20 214 2 2.99157 3 1.00 3 12 316 2 4.42416 5 2.00 1 10 345 2 4.83146 5 2.00 1 5 580 4 8.13202 9 2.00 1 5 590 4 8.27247 9 1.17 3 35 141 1 1.96629 2 2.00 1 10 377 3 5.2809 6 2.00 1 25 189 2 2.64045 3 0.50 4 7 555 4 7.7809 8 2.00 1 10 419 3 5.87079 6 2.00 1 10 440 3 6.16573 7 2.00 1 8 480 3 6.72753 7 2.00 1 10 340 2 4.76124 5 2.00 1 5 573 4 8.03371 9 1.33 2 20 223 2 3.11798 4 0.50 3 29.3 165 1 2.30337 3 2.00 1 10 373 3 5.22472 6 0.42 4 25 188 2 2.6264 3 2.00 1 7.3 531 3 7.44382 8 0.83 2 125 42 1 0.57584 1 2.00 1 5 661 4 9.26966 10 2.00 1 10 326 2 4.56461 5 0.42 3 25 198 2 2.76685 3 2.00 1 5 563 4 7.89326 8 2.00 1 5 595 4 8.3427 9 0.42 2 15 302 2 4.22753 5 2.00 1 10 460 3 6.44663 7 1.92 1 5 583 4 8.17416 9 1.92 1 10 401 3 5.61798 6 1.92 1 10 341 2 4.77528 5 1.92 1 10 407 3 5.70225 6 0.42 3 15 306 2 4.28371 5 1.92 1 10 443 3 6.20787 7 0.92 3 55 91 1 1.26404 2 1.92 1 10 354 2 4.95787 5 1.92 1 7.3 506 3 7.0927 8 1.92 1 18.25 266 2 3.72191 4 0.33 5 31 153 1 2.13483 3 0.42 3 12 317 2 4.4382 5 0.83 2 12.3 314 2 4.39607 5 0.42 3 25 192 2 2.68258 3 1.83 1 5 561 4 7.86517 8 0.33 5 102 51 1 0.70225 1 1.83 1 5 600 4 8.41292 9 1.75 1 7.3 493 3 6.91011 7 1.75 1 5 570 4 7.99157 8 0.92 2 15 281 2 3.93258 4 1.67 1 5 586 4 8.21629 9 0.50 2 15.79 276 2 3.86236 4 1.67 1 7.3 515 3 7.2191 8 0.58 3 9 469 3 6.57303 7 0.92 2 50 109 1 1.51685 2 1.67 1 10 406 3 5.6882 6 0.50 3 9.65 468 3 6.55899 7 1.58 1 8 474 3 6.64326 7 0.92 2 41 128 1 1.78371 2 1.58 1 5 654 4 9.17135 10 1.58 1 7.3 503 3 7.05056 8 1.58 1 5 627 4 8.79213 9 1.58 1 10 447 3 6.26404 7 0.92 2 6 556 4 7.79494 8 1.58 1 5 578 4 8.10393 9 1.58 1 10 388 3 5.43539 6 0.83 2 10 327 2 4.57865 5 1.58 1 20 216 2 3.01966 4 1.00 2 15 284 2 3.97472 4 1.58 1 5 587 4 8.23034 9 1.58 1 20 237 2 3.31461 4 1.58 1 7.3 521 3 7.30337 8 1.58 1 7.3 547 4 7.66854 8 1.58 1 8 471 3 6.60112 7 1.58 1 7.3 537 4 7.52809 8 1.50 1 5 643 4 9.01685 10 0.42 3 30 163 1 2.27528 3 1.50 1 10 355 2 4.97191 5 1.50 1 5 592 4 8.30056 9 1.50 1 5 609 4 8.53933 9 1.50 1 10 422 3 5.91292 6 1.42 1 10 336 2 4.70506 5 1.42 1 5 572 4 8.01966 9 1.42 1 10 382 3 5.35112 6 0.92 2 10 405 3 5.67416 6 1.00 2 12.3 312 2 4.36798 5 1.42 1 10 399 3 5.58989 6 1.42 1 10 434 3 6.08146 7 1.42 1 5 666 4 9.33989 10 1.42 1 10 356 3 4.98596 5 0.92 2 20 239 2 3.3427 4 1.42 1 5 633 4 8.8764 9 0.92 2 12.3 313 2 4.38202 5 1.42 1 10 435 3 6.09551 7 0.33 2 20 256 2 3.58146 4 1.42 1 7.5 488 3 6.83989 7 1.42 1 10 347 2 4.85955 5 1.42 1 5 588 4 8.24438 9 1.42 1 7.3 520 3 7.28933 8 1.42 1 10 410 3 5.74438 6 1.42 1 20 246 2 3.44101 4 0.42 2 10 441 3 6.17978 7 1.33 1 20 213 2 2.97753 3 0.42 2 45 120 1 1.67135 2 1.33 1 10 404 3 5.66011 6 1.33 1 7.5 491 3 6.88202 7 1.33 1 20 252 2 3.52528 4 0.67 3 35 147 1 2.05056 3 1.33 1 10 465 3 6.51685 7 1.33 1 7.3 494 3 6.92416 7 1.00 2 20 219 2 3.0618 4 1.33 1 10 348 2 4.8736 5 0.42 2 18 267 2 3.73596 4 1.33 1 15 283 2 3.96067 4 0.42 4 80 62 1 0.85674 1 1.33 1 5 591 4 8.28652 9 1.33 1 25 185 2 2.58427 3 1.33 1 8.5 470 3 6.58708 7 1.33 1 5 623 4 8.73596 9 1.00 2 10 421 3 5.89888 6 1.33 1 5 647 4 9.07303 10 0.42 2 15 307 2 4.29775 5 1.33 1 7.3 495 3 6.9382 7 1.33 1 20 222 2 3.10393 4 1.33 1 7.5 485 3 6.79775 7 1.33 1 10 420 3 5.88483 6 1.33 1 15 303 2 4.24157 5 1.25 1 5 562 4 7.87921 8 1.25 1 5 668 4 9.36798 10 1.00 2 10 463 3 6.48876 7 1.25 1 5 581 4 8.14607 9 0.42 2 20 245 2 3.42697 4 1.25 1 15 278 2 3.89045 4 1.17 1 3 692 4 9.70506 10 1.08 1 4 672 4 9.42416 10 1.08 1 7.3 530 3 7.42978 8 1.08 1 10 436 3 6.10955 7 1.08 1 5 559 4 7.83708 8 1.08 1 3.65 677 4 9.49438 10 0.75 2 30 159 1 2.2191 3 1.08 1 10 395 3 5.53371 6 1.08 1 5 632 4 8.86236 9 1.08 1 15 300 2 4.19944 5 1.08 1 5 664 4 9.3118 10 1.08 1 10 324 2 4.53652 5 1.08 1 7.3 501 3 7.02247 8 1.08 1 5 603 4 8.45506 9 1.08 1 2 706 4 9.90169 10 1.08 1 5 636 4 8.91854 9 1.08 1 10 334 2 4.67697 5 1.08 1 5 571 4 8.00562 9 1.08 1 2.5 694 4 9.73315 10 1.08 1 7.3 509 3 7.13483 8 1.08 1 2 705 4 9.88764 10 1.08 1 10 384 3 5.37921 6 1.08 1 5 607 4 8.51124 9 1.08 1 5 611 4 8.56742 9 1.08 1 5 621 4 8.70787 9 1.08 1 7.5 489 3 6.85393 7 1.08 1 5 639 4 8.96067 9 1.08 1 7.3 533 3 7.47191 8 1.08 1 3.65 678 4 9.50843 10 0.33 2 10 455 3 6.3764 7 1.08 1 10 459 3 6.43258 7 1.00 1 5 558 4 7.82303 8 1.00 1 5 564 4 7.9073 8 1.00 1 25 179 2 2.5 3 0.42 3 11 320 2 4.48034 5 1.00 1 7.2 550 4 7.71067 8 1.00 1 10 367 3 5.14045 6 1.00 1 7.5 486 3 6.8118 7 1.00 1 10 392 3 5.49157 6 1.00 1 10 403 3 5.64607 6 1.00 1 4 675 4 9.46629 10 prccollege populat Female 13 4594 12 9161 16 10837 18 8493 23 45076 23 45076 19 9045 13 4594 22 7785 45 27928 20 28448 29 27516 26 14055 13 23182 13 23182 6 8534 45 27928 45 27928 0 0 59 17021 59 17021 47 33747 47 33747 32 24374 53 9821 57 12023 57 12023 50 19643 39 23848 33 17005 21 26753 16 9330 16 39744 11 8189 7 1265 11 1516 14 3141 13 9381 16 52005 16 52005 21 4171 7 427 12 5678 12 17081 23 343 4 4353 19 26066 11 33076 14 42699 7 52170 21 36863 21 36863 41 29784 21 36863 47 33747 32 24374 12 17081 4 4353 21 36863 19 26066 20 3533 15 6526 15 20431 21 4171 12 17081 45 27928 46 12662 39 23848 20 28448 47 33747 14 33298 16 6440 39 23848 9 64448 13 23182 20 28448 33 17005 9 5009 41 29784 29 27516 16 52005 26 14055 34 27479 25 36574 12 5678 48 11388 19 26066 47 33747 7 52170 53 9821 16 16123 41 17855 20 28448 32 24374 19 9045 9 64448 16 11041 8 9256 6 4800 7 52170 23 30057 21 4171 0 0 19 9045 41 29784 45 27928 11 33076 13 1393 18 3101 57 17743 32 24374 16 16123 41 29784 34 27479 19 26066 11 6345 53 9821 21 1028 46 20803 19 9045 19 26066 16 6440 59 17021 22 7785 11 33076 45 12109 28 378 13 9381 12 32407 7 52170 13 15401 10 51968 25 36574 16 11041 46 20803 41 29784 8 22916 57 20606 25 11123 7 52170 15 9467 16 32552 15 13208 16 52005 14 33298 4 7176 10 51968 15 13208 14 9914 14 33298 53 9821 19 26066 13 15401 32 24374 15 275 38 13514 16 39744 16 32552 45 27928 12 32407 21 4171 4 1354 57 12023 20 28448 11 8189 8 1450 8 1331 10 6815 26 14055 4 7176 15 20431 21 26753 11 33076 12 32407 14 33298 15 13208 10 6815 10 7427 15 13208 39 23848 28 4148 10 12265 23 30057 0 0 21 1028 7 52170 16 17031 15 6526 11 3242 23 23227 5 658 16 32552 5 63719 15 17536 12 9161 45 27928 10 867 10 51968 21 26753 57 20606 18 3101 4 7176 16 10837 19 13849 16 6440 16 52005 19 13849 48 11388 23 30057 34 27479 50 34769 6 859 0 0 10 6815 0 0 45 27928 23 45076 9 530 5 63719 23 45076 16 32552 14 33298 46 12662 46 20803 39 23848 57 12023 34 33437 41 29784 16 52005 23 30057 45 27928 57 20606 3 356 35 10397 14 33298 14 11339 13 4594 23 45076 23 30057 45 12109 45 12109 5 2223 8 1450 10 485 16 52005 15 7891 11 13490 47 33747 16 39744 19 26066 5 63719 15 6526 19 9045 23 30057 45 27928 38 13514 39 23848 50 34769 23 23227 11 2113 12 28720 12 32407 14 33298 23 45076 20 28448 20 28448 46 12662 50 19643 11 8189 5 63719 41 29784 9 64448 0 0 7 52170 22 7785 39 23848 11 24973 10 51968 45 12109 28 4874 23 45076 18 3101 7 52170 7 52170 13 4594 15 13208 34 27479 57 17743 25 36574 10 4856 19 26066 11 24973 18 8493 39 23848 46 20803 26 21198 15 13208 29 27516 47 33747 39 23848 11 1292 23 23227 57 12023 12 1902 5 63719 21 26753 41 17855 15 17536 32 24374 16 52005 21 36863 4 4353 26 14055 16 9179 0 0 23 13069 46 12662 47 33747 16 32552 13 9381 10 51968 45 27928 21 36863 10 12265 5 63719 15 13208 34 27479 16 39744 12 17081 12 719 29 27516 33 17005 8 1463 21 4171 23 23227 14 42699 10 6815 15 13208 3 427 8 1331 7 1273 14 42699 41 17855 16 52005 30 8190 47 33747 8 1463 16 52005 11 33076 12 32407 16 10837 30 8190 14 3141 11 24973 5 63719 41 29784 14 33298 50 13078 23 30057 30 8190 20 28448 45 27928 45 12109 32 24374 0 0 16 39744 13 9381 12 28720 16 17031 9 64448 23 45076 29 27516 53 9821 12 28720 11 33076 16 11041 14 33298 10 51968 45 27928 8 1230 13 17867 8 22916 45 12109 19 440 5 63719 12 9161 50 34769 16 32552 1 1693 13 1611 4 7176 10 51968 10 1045 45 12109 33 17005 13 3891 6 1521 19 13849 15 0 13 23182 48 11388 21 2894 57 17743 11 1292 7 3542 28 4874 16 52005 14 30812 7 52170 4 4353 25 36574 13 10893 10 1045 23 45076 15 20431 47 33747 32 24374 43 19795 37 36053 9 3335 30 3241 17 4084 White 0 0 1 0 0 0 1 0 1 0 0 0 1 1 1 1 0 0 0 0 0 0 1 0 1 1 0 0 0 1 0 0 1 0 0 0 0 0 0 0 1 0 1 0 0 0 1 0 0 1 1 0 0 1 1 1 1 0 1 0 0 1 0 0 0 1 0 1 1 0 0 1 0 0 1 0 0 1 0 0 1 1 0 1 1 1 1 1 0 1 0 1 1 1 1 0 1 0 1 1 0 1 0 1 0 1 1 1 1 0 0 1 0 1 0 1 1 0 1 0 1 0 1 1 1 0 1 0 0 0 0 0 1 1 1 1 0 0 1 1 0 0 1 1 1 1 0 1 0 1 1 1 0 0 0 0 1 1 0 1 1 1 0 0 1 1 0 1 1 1 1 0 0 1 0 1 0 1 1 1 1 1 0 0 0 1 1 1 1 1 1 1 1 0 1 1 1 0 0 1 0 1 1 0 0 0 1 1 1 0 1 0 0 0 1 1 1 1 1 1 1 1 1 1 0 0 1 0 1 1 1 1 0 0 1 1 1 0 1 1 1 1 0 1 1 0 1 1 1 0 1 1 1 1 1 1 0 1 1 0 1 1 0 1 0 0 0 0 0 1 0 1 0 1 0 1 1 0 1 1 0 0 1 1 0 0 1 1 1 0 0 1 1 0 1 1 0 1 1 0 1 1 0 0 1 0 0 1 1 1 1 1 1 1 1 1 1 1 0 1 0 0 1 1 1 1 1 1 0 1 0 1 1 1 1 1 1 1 0 1 0 0 0 0 0 0 0 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 1 1 0 1 0 1 1 0 0 1 1 0 1 1 1 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 1 1 1 0 1 1 1 1 1 0 0 1 0 1 0 1 1 1 1 0 0 1 0 1 1 0 0 1 0 Black 97 96 98 97 97 97 98 97 99 95 97 98 95 98 98 67 95 95 0 85 85 73 73 68 89 90 90 83 68 83 51 59 95 94 98 100 99 98 96 96 99 99 99 55 91 88 86 65 48 83 74 74 86 74 73 68 55 88 74 86 99 99 92 99 55 95 83 68 97 73 91 98 68 53 98 97 83 47 86 98 96 95 72 73 99 70 86 73 83 89 97 64 97 68 98 53 95 91 99 83 87 99 0 98 86 95 65 100 100 89 68 97 86 72 86 92 89 91 75 98 86 98 85 99 65 80 84 98 52 83 75 73 73 95 75 86 62 74 76 83 48 97 98 96 91 77 73 98 82 91 89 86 75 68 98 56 95 97 95 52 99 100 90 97 94 100 100 70 95 77 92 51 65 52 91 98 70 99 98 68 93 54 87 0 91 83 93 99 92 99 100 97 62 58 96 95 100 73 51 74 100 77 98 99 98 96 99 70 87 72 87 52 0 70 0 95 97 97 62 97 97 91 83 75 68 90 69 86 96 87 95 74 99 98 91 43 97 97 87 80 80 100 100 99 96 82 80 73 95 86 62 99 98 87 95 56 68 87 99 100 69 52 91 97 97 97 83 83 94 62 86 53 0 83 99 68 86 73 80 99 97 100 83 83 97 98 72 89 73 99 86 86 97 68 75 96 98 98 73 68 99 99 90 100 62 51 64 58 68 96 74 88 95 60 0 99 83 73 97 98 73 95 74 54 62 98 72 95 55 91 98 83 100 99 99 48 70 98 98 100 94 48 64 96 96 73 100 96 65 52 98 96 99 86 62 86 91 98 87 96 97 95 80 68 0 95 98 69 93 53 97 98 89 69 65 95 91 73 95 92 97 62 80 89 62 96 87 97 100 100 77 73 100 80 83 95 99 99 85 98 70 99 89 99 99 99 96 75 83 88 73 74 100 97 92 73 68 86 84 91 98 99 Female 2 1 1 2 1 1 1 2 0 2 1 0 3 0 0 27 2 2 0 8 8 16 16 22 7 6 6 9 17 15 45 40 5 6 2 0 0 1 3 3 0 0 0 44 0 2 4 8 8 2 8 8 2 8 16 22 44 2 8 4 0 1 5 0 44 2 9 17 1 16 0 0 17 20 0 1 15 53 2 0 3 3 19 5 0 17 4 16 2 7 2 6 1 22 1 20 2 8 1 2 8 0 0 1 2 2 8 0 0 8 22 2 2 19 4 0 7 0 21 1 4 0 8 0 8 16 2 1 13 2 24 7 5 2 21 2 6 22 6 2 51 2 1 3 0 7 7 1 1 0 7 4 24 22 2 30 5 2 2 13 0 0 6 1 6 0 0 13 3 7 5 45 8 13 0 1 13 0 1 17 0 44 8 0 0 2 1 1 0 0 0 2 5 7 1 2 0 7 45 22 0 7 1 0 0 3 0 17 8 19 11 45 0 13 0 2 1 0 5 1 2 0 9 21 17 6 26 2 3 8 2 22 0 1 0 57 2 1 8 16 16 0 0 0 3 17 18 16 5 4 5 1 1 8 2 30 17 11 0 0 30 13 0 1 1 1 9 9 6 5 2 20 0 2 0 17 3 7 16 0 1 0 2 2 2 1 19 8 5 0 4 3 2 17 21 2 1 0 16 17 0 0 6 0 5 45 6 7 22 3 8 2 3 39 0 0 9 16 2 1 7 2 8 44 5 1 19 5 44 4 0 15 0 0 0 8 13 1 2 0 6 8 6 3 2 16 0 3 8 13 1 2 0 3 5 2 0 1 8 2 1 2 16 22 0 5 1 30 1 20 1 0 7 30 8 2 0 7 2 8 2 6 16 0 5 1 11 2 0 0 7 7 0 16 15 0 0 0 11 0 17 0 8 0 1 0 3 23 2 2 5 12 0 1 5 16 22 6 13 7 0 1 0 0 1 0 0 0 1 0 1 0 0 0 1 1 1 1 0 0 0 0 0 0 1 0 1 1 0 0 0 1 0 0 1 0 0 0 0 0 0 0 1 0 1 0 0 0 1 0 0 1 1 0 0 1 1 1 1 0 1 0 0 1 0 0 0 1 0 1 1 0 0 1 0 0 1 0 0 1 0 0 1 1 0 1 1 1 1 1 0 1 0 1 1 1 1 0 1 0 1 1 0 1 0 1 0 1 1 1 1 0 0 1 0 1 0 1 1 0 1 0 1 0 1 1 1 0 1 0 0 0 0 0 1 1 1 1 0 0 1 1 0 0 1 1 1 1 0 1 0 1 1 1 0 0 0 0 1 1 0 1 1 1 0 0 1 1 0 1 1 1 1 0 0 1 0 1 0 1 1 1 1 1 0 0 0 1 1 1 1 1 1 1 1 0 1 1 1 0 0 1 0 1 1 0 0 0 1 1 1 0 1 0 0 0 1 1 1 1 1 1 1 1 1 1 0 0 1 0 1 1 1 1 0 0 1 1 1 0 1 1 1 1 0 1 1 0 1 1 1 0 1 1 1 1 1 1 0 1 1 0 1 1 0 1 0 0 0 0 0 1 0 1 0 1 0 1 1 0 1 1 0 0 1 1 0 0 1 1 1 0 0 1 1 0 1 1 0 1 1 0 1 1 0 0 1 0 0 1 1 1 1 1 1 1 1 1 1 1 0 1 0 0 1 1 1 1 1 1 0 1 0 1 1 1 1 1 1 1 0 1 0 0 0 0 0 0 0 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 1 1 0 1 0 1 1 0 0 1 1 0 1 1 1 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 1 1 1 0 1 1 1 1 1 0 0 1 0 1 0 1 1 1 1 0 0 1 0 1 1 0 0 1 0 MedianIncome Rec 70.6 56.9 64.4 70.6 61.7 61.7 61.9 70.6 67.5 75.6 56.4 62.7 49.4 51.8 51.8 23.9 75.6 75.6 0 86.4 86.4 69.4 69.4 67.4 93.3 106.3 106.3 89.6 71.3 57.4 33.8 34.2 39.3 31.1 34.8 34.8 53.1 33.8 38.4 38.4 40.6 30.4 36.4 31.4 82.4 29 53.1 42 43.5 43.6 59.5 59.5 67.5 59.5 69.4 67.4 31.4 29 59.5 53.1 42.9 59 48.3 40.6 31.4 75.6 82.2 71.3 56.4 69.4 47.2 64.9 71.3 46.7 51.8 56.4 57.4 21.8 67.5 62.7 38.4 49.4 79.2 57.6 36.4 66.2 53.1 69.4 43.6 93.3 59.8 53.7 56.4 67.4 61.9 46.7 61.7 35.4 37.3 43.6 71.4 40.6 0 61.9 67.5 75.6 42 33.1 59.6 84.5 67.4 59.8 67.5 79.2 53.1 41.7 93.3 47.2 46.9 61.9 53.1 64.9 86.4 67.5 42 83.1 60.8 33.8 53.8 43.6 37.8 44.7 57.6 61.7 46.9 67.5 48.1 93.9 58.3 43.6 27.6 40.3 63 38.4 47.2 33.1 44.7 63 44.5 47.2 93.3 53.1 37.8 67.4 23.2 71 39.3 40.3 75.6 53.8 40.6 26.5 106.3 56.4 31.1 39 33.9 39.6 49.4 33.1 48.3 33.8 42 53.8 47.2 63 39.6 30.7 63 71.3 62 28 71.4 0 47.2 43.6 50.8 59 32.5 55.7 29.7 40.3 42.7 60.4 56.9 75.6 25.9 44.7 33.8 93.9 59.6 33.1 64.4 68.8 64.9 38.4 68.8 66.2 71.4 79.2 69.2 22.2 0 39.6 0 75.6 61.7 49 42.7 61.7 40.3 47.2 82.2 46.9 71.3 106.3 27.6 67.5 38.4 71.4 75.6 93.9 27 74.3 47.2 33.2 70.6 61.7 71.4 83.1 83.1 37 39 39.4 38.4 41.5 40.2 69.4 39.3 53.1 42.7 59 61.9 71.4 75.6 71 71.3 69.2 55.7 32.5 39.7 53.8 47.2 61.7 56.4 56.4 82.2 89.6 31.1 42.7 67.5 46.7 0 43.6 67.5 71.3 45.4 44.7 83.1 52.5 61.7 59.6 43.6 43.6 70.6 63 79.2 84.5 57.6 40.2 53.1 45.4 70.6 71.3 46.9 68.9 63 62.7 69.4 71.3 37.2 55.7 106.3 46 42.7 33.8 53.7 60.4 67.4 38.4 59.5 29 49.4 35.7 0 71.6 82.2 69.4 40.3 33.8 44.7 75.6 59.5 28 42.7 63 79.2 39.3 31.4 55 62.7 57.4 37.3 40.6 55.7 43.5 39.6 63 23.8 33.9 38.9 43.5 53.7 38.4 73.4 69.4 37.3 38.4 42 53.8 64.4 73.4 53.1 45.4 42.7 67.5 47.2 95.4 71.4 73.4 56.4 75.6 83.1 67.4 0 39.3 33.8 39.7 50.8 46.7 61.7 62.7 93.3 39.7 42 61.7 47.2 44.7 75.6 30.5 57.1 48.1 83.1 31.1 42.7 56.9 69.2 40.3 19.4 36.3 33.1 44.7 57.8 83.1 57.4 37.2 24.1 68.8 38 51.8 66.2 58.3 84.5 37.2 33.3 52.5 38.4 43.9 43.6 29 57.6 47 57.8 61.7 48.3 69.4 67.4 85.4 53.7 33.9 54.2 45.2 Freq 1.00 0.67 1.33 1.42 1.00 0.42 0.33 2.33 1.33 1.42 2.67 0.75 0.67 0.42 0.42 3.50 0.33 0.83 0.42 1.00 0.75 0.75 3.00 0.92 0.42 0.83 2.42 1.17 0.83 2.33 0.33 0.92 1.00 5.42 1.92 1.58 0.42 1.00 1.67 0.75 2.08 0.42 1.50 0.50 0.67 0.92 0.75 2.42 2.83 0.42 0.75 0.83 1.67 0.42 7.83 0.75 2.75 0.33 0.92 0.75 3.75 2.50 1.75 1.17 2.08 0.67 0.33 0.42 3.42 1.75 0.50 1.83 1.42 1.00 0.33 0.42 0.33 3.67 0.58 0.58 0.58 0.92 0.83 1.33 0.50 0.92 1.42 0.75 1.08 1.42 1.92 0.42 0.33 0.42 0.92 0.33 0.42 2.50 1.00 0.83 0.92 2.00 4.08 1.50 0.33 3.75 0.92 0.83 3.42 2.17 3.67 0.83 0.33 1.50 2.58 0.83 0.83 3.75 2.92 2.92 0.92 1.17 0.92 1.00 1.50 0.75 0.83 0.58 1.33 2.92 0.42 1.00 0.92 0.92 1.00 1.42 3.58 0.42 5.25 0.33 0.33 0.92 3.00 1.17 0.83 1.17 0.42 0.50 0.92 2.67 1.17 1.33 0.50 0.50 0.42 0.92 0.42 0.92 1.17 1.83 2.75 0.92 4.17 0.92 0.50 0.83 4.08 1.42 0.42 1.00 2.33 0.92 2.92 4.08 2.08 0.33 0.33 1.42 1.00 0.50 1.17 1.00 0.75 3.92 3.92 0.75 1.92 1.50 1.00 0.33 0.92 0.92 3.58 2.92 0.92 3.58 1.50 3.58 1.00 0.75 1.75 1.50 3.42 0.92 3.08 2.58 3.08 0.42 1.17 0.75 0.92 1.83 3.00 0.42 2.33 0.92 1.50 0.42 0.92 0.42 1.00 0.92 2.83 0.75 2.58 1.33 2.58 2.42 0.83 0.33 0.42 2.25 0.92 2.17 2.17 2.08 2.08 2.08 1.42 2.08 2.08 0.42 2.08 0.42 0.42 2.08 2.08 2.08 2.08 0.50 2.08 2.00 1.00 2.00 2.00 2.00 1.17 2.00 2.00 0.50 2.00 2.00 2.00 2.00 2.00 1.33 0.50 2.00 0.42 2.00 0.83 2.00 2.00 0.42 2.00 2.00 0.42 2.00 1.92 1.92 1.92 1.92 0.42 1.92 0.92 1.92 1.92 1.92 0.33 0.42 0.83 0.42 1.83 0.33 1.83 1.75 1.75 0.92 1.67 0.50 1.67 0.58 0.92 1.67 0.50 1.58 0.92 1.58 1.58 1.58 1.58 0.92 1.58 1.58 0.83 1.58 1.00 1.58 1.58 1.58 1.58 1.58 1.58 1.50 0.42 1.50 1.50 1.50 1.50 1.42 1.42 1.42 0.92 1.00 1.42 1.42 1.42 1.42 0.92 1.42 0.92 1.42 0.33 1.42 1.42 1.42 1.42 1.42 1.42 0.42 1.33 0.42 1.33 1.33 1.33 0.67 1.33 1.33 1.00 1.33 0.42 1.33 0.42 1.33 1.33 1.33 1.33 1.00 1.33 0.42 1.33 1.33 1.33 1.33 1.33 1.25 1.25 1.00 1.25 0.42 1.25 1.17 1.08 1.08 1.08 1.08 1.08 0.75 1.08 1.08 1.08 1.08 1.08 1.08 1.08 1.08 1.08 1.08 1.08 1.08 1.08 1.08 1.08 1.08 1.08 1.08 1.08 1.08 1.08 1.08 0.33 1.08 1.00 1.00 1.00 0.42 1.00 1.00 1.00 1.00 1.00 1.00 Monet 18 42 7 17 14 24 26 16 10 12 19 22 24 12 18 13 18 11 15 11 13 20 17 23 15 25 12 14 17 16 19 16 23 10 11 21 28 33 12 31 25 21 19 25 12 10 11 11 11 13 23 31 18 20 14 10 9 8 19 19 9 10 7 11 7 12 7 4 4 8 19 14 24 9 17 13 10 6 11 10 16 9 8 4 15 14 7 10 10 6 7 7 17 9 14 6 15 5 8 8 7 5 4 7 5 7 12 6 5 3 3 6 5 3 2 12 5 3 4 3 5 3 5 8 6 6 8 7 4 3 3 5 5 8 7 5 2 12 1 5 5 6 3 5 9 4 8 5 4 5 5 8 3 12 4 5 11 4 4 6 2 3 1 5 10 7 1 5 4 5 3 10 2 1 2 2 6 4 4 5 3 3 6 1 1 3 4 6 3 6 5 2 1 2 4 1 4 1 2 2 2 4 1 3 1 2 1 7 4 3 2 3 1 4 2 4 2 3 2 4 3 2 1 4 1 3 1 1 3 3 4 1 2 1 1 1 1 1 2 1 1 4 1 2 2 1 1 1 1 4 1 1 3 1 1 1 3 1 1 4 1 1 1 1 1 2 3 1 4 1 2 1 1 3 1 1 2 1 1 1 1 1 3 1 3 1 1 1 5 3 2 3 1 5 1 1 1 2 1 2 1 3 2 1 3 1 2 1 1 1 1 2 1 1 2 1 2 1 1 1 1 1 1 1 3 1 1 1 1 1 1 1 2 2 1 1 1 1 2 1 2 1 2 1 1 1 1 1 1 2 1 2 1 1 1 3 1 1 2 1 2 1 4 1 1 1 1 2 1 2 1 1 1 1 1 1 1 2 1 2 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 3 1 1 1 1 1 1 145 274 42 527 55 140 160 200 52 155 110 120 177 375 82 39 680 55 275 52 139 625 130 220 67 160 185 77 212 105 78 157 155 107 66 86 312 225 875 246 286 130 66 71 56 132 90 71.25 88 140 48 292.15 103 187 205 210 27 55 96 151.5 37 50 20 65 43 53 40 23 70 67 88 82 119 42 229 70.3 50 55 32 260 37 26 182 40 49 130 70 125 48 34 65 32 79 45 52 60 44 14 21 34 50 19 28 34 23 30 36 24 40 20 50 55 120 75 15 30 42 40 18 30 97 19 14 29 16 16 53 80 25 25 15 25 70 19 75 50 8 129.3 15 35 37 47 20 11 70 35 48 25 50 43 130 40 50 49 22.5 70 74 35 23 85 10 35 30 100 65 17 20 22 28 30 20 118 35 20 10 7 55 20 28 140 30 25 75 20 25 18 20 28 20 27 17 20 5 15 65 10 10 25 25 30 12 17 20 23 10 12 20 35 30 20 20 30 25 29 15 50 10 15 10 25 15 5 20 25 10 65 10 10 15 55 25 25 25 15 5 5 5 10 20 10 10 18 10 12.5 15 5 5 5 5 60 5 20 12 10 5 5 35 10 25 7 10 10 8 10 5 20 29.3 10 25 7.3 125 5 10 25 5 5 15 10 5 10 10 10 15 10 55 10 7.3 18.25 31 12 12.3 25 5 102 5 7.3 5 15 5 15.79 7.3 9 50 10 9.65 8 41 5 7.3 5 10 6 5 10 10 20 15 5 20 7.3 7.3 8 7.3 5 30 10 5 5 10 10 5 10 10 12.3 10 10 5 10 20 5 12.3 10 20 7.5 10 5 7.3 10 20 10 20 45 10 7.5 20 35 10 7.3 20 10 18 15 80 5 25 8.5 5 10 5 15 7.3 20 7.5 10 15 5 5 10 5 20 15 3 4 7.3 10 5 3.65 30 10 5 15 5 10 7.3 5 2 5 10 5 2.5 7.3 2 10 5 5 5 7.5 5 7.3 3.65 10 10 5 5 25 11 7.2 10 7.5 10 10 4 ...
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This note was uploaded on 11/21/2011 for the course BUS 443 taught by Professor Michaellewis during the Spring '11 term at Emory.

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