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%%-*- text -*-
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% This is a PROMISE Software Engineering Repository data set made publicly
% available in order to encourage repeatable, verifiable, refutable, and/or
% improvable predictive models of software engineering.
%
% If you publish material based on PROMISE data sets then, please
% follow the acknowledgment guidelines posted on the PROMISE repository
% web page http://promise.site.uottawa.ca/SERepository .
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% 1. Title/Topic: CM1/software defect prediction
% 2. Sources:
%
% -- Creators: NASA, then the NASA Metrics Data Program,
% -- http://mdp.ivv.nasa.gov. Contacts: Mike Chapman,
% Galaxy Global Corporation ([email protected])
% +1-304-367-8341; Pat Callis, NASA, NASA project manager
% for MDP ([email protected]) +1-304-367-8309
%
% -- Donor: Tim Menzies ([email protected])
%
% -- Date: December 2 2004
% 3. Past usage:
%
% 1. How Good is Your Blind Spot Sampling Policy?; 2003; Tim Menzies
% and Justin S. Di Stefano; 2004 IEEE Conference on High Assurance
% Software Engineering (http://menzies.us/pdf/03blind.pdf).
%
% -- Results:
%
% -- Very simple learners (ROCKY) perform as well in this domain
% as more sophisticated methods (e.g. J48, model trees, model
% trees) for predicting detects
%
% -- Many learners have very low false alarm rates.
%
% -- Probability of detection (PD) rises with effort and rarely
% rises above it.
%
% -- High PDs are associated with high PFs (probability of
% failure)
%
% -- PD, PF, effort can change significantly while accuracy
% remains essentially stable
%
% -- With two notable exceptions, detectors learned from one
% data set (e.g. KC2) have nearly they same properties when
% applied to another (e.g. PC2, KC2). Exceptions:
% -- LinesOfCode measures generate wider inter-data-set variances;
% -- Precision's inter-data-set variances vary wildly
%
% 2. "Assessing Predictors of Software Defects", T. Menzies and
% J. DiStefano and A. Orrego and R. Chapman, 2004,
% Proceedings, workshop on Predictive Software Models, Chicago,
% Available from http://menzies.us/pdf/04psm.pdf.
% -- Results:
%
% -- From CM1, Naive Bayes generated PDs of 30% with PF of 10%
%
% -- Naive Bayes out-performs J48 for defect detection
%
% -- When learning on more and more data, little improvement is
% seen after processing 300 examples.
%
% -- PDs are much higher from data collected below the sub-sub-
% system level.
%
% -- Accuracy is a surprisingly uninformative measure of success
% for a defect detector. Two detectors with the same accuracy
% can have widely varying PDs and PFs.
% 4. Relevant information:
%
% -- CM1 is a NASA spacecraft instrument written in "C".
%
% -- Data comes from McCabe and Halstead features extractors of
% source code. These features were defined in the 70s in an attempt
% to objectively characterize code features that are associated with
% software quality. The nature of association is under dispute.
% Notes on McCabe and Halstead follow.
%
% -- The McCabe and Halstead measures are "module"-based where a
% "module" is the smallest unit of functionality. In C or Smalltalk,
% "modules" would be called "function" or "method" respectively.
%
% -- Defect detectors can be assessed according to the following measures:
%
% module actually has defects
% +-------------+------------+
% | no | yes |
% +-----+-------------+------------+
% classifier predicts no defects | no | a | b |
% +-----+-------------+------------+
% classifier predicts some defects | yes | c | d |
% +-----+-------------+------------+
%
% accuracy = acc = (a+d)/(a+b+c+d
% probability of detection = pd = recall = d/(b+d)
% probability of false alarm = pf = c/(a+c)
% precision = prec = d/(c+d)
% effort = amount of code selected by detector
% = (c.LOC + d.LOC)/(Total LOC)
%
% Ideally, detectors have high PDs, low PFs, and low
% effort. This ideal state rarely happens:
%
% -- PD and effort are linked. The more modules that trigger
% the detector, the higher the PD. However, effort also gets
% increases
%
% -- High PD or low PF comes at the cost of high PF or low PD
% (respectively). This linkage can be seen in a standard
% receiver operator curve (ROC). Suppose, for example, LOC> x
% is used as the detector (i.e. we assume large modules have
% more errors). LOC > x represents a family of detectors. At
% x=0, EVERY module is predicted to have errors. This detector
% has a high PD but also a high false alarm rate. At x=0, NO
% module is predicted to have errors. This detector has a low
% false alarm rate but won't detect anything at all. At 0<x<1,
% a set of detectors are generated as shown below:
%
% pd
% 1 | x x x KEY:
% | x . "." denotes the line PD=PF
% | x . "x" denotes the roc curve
% | x . for a set of detectors
% | x .
% | x .
% | x .
% |x .
% |x
% x------------------ pf
% 0 1
%
% Note that:
%
% -- The only way to make no mistakes (PF=0) is to do nothing
% (PD=0)
%
% -- The only way to catch more detects is to make more
% mistakes (increasing PD means increasing PF).
%
% -- Our detector bends towards the "sweet spot" of
% <PD=1,PF=0> but does not reach it.
%
% -- The line pf=pd on the above graph represents the "no information"
% line. If pf=pd then the detector is pretty useless. The better
% the detector, the more it rises above PF=PD towards the "sweet spot".
%
% NOTES ON MCCABE/HALSTEAD
% ========================
% McCabe argued that code with complicated pathways are more
% error-prone. His metrics therefore reflect the pathways within a
% code module.
% @Article{mccabe76,
% title = "A Complexity Measure",
% author = "T.J. McCabe",
% pages = "308--320",
% journal = "IEEE Transactions on Software Engineering",
% year = "1976",
% volume = "2",
% month = "December",
% number = "4"}
%
% Halstead argued that code that is hard to read is more likely to be
% fault prone. Halstead estimates reading complexity by counting the
% number of concepts in a module; e.g. number of unique operators.
% @Book{halstead77,
% Author = "M.H. Halstead",
% Title = "Elements of Software Science",
% Publisher = "Elsevier ",
% Year = 1977}
%
% We study these static code measures since they are useful, easy to
% use, and widely used:
%
% -- USEFUL: E.g. this data set can generate highly accurate
% predictors for defects
%
% -- EASY TO USE: Static code measures (e.g. lines of code, the
% McCabe/Halstead measures) can be automatically and cheaply
% collected.
%
% -- WIDELY USED: Many researchers use static measures to guide
% software quality predictions (see the reference list in the above
% "blind spot" paper. Verification and validation (V\&V) textbooks
% advise using static code complexity measures to decide which
% modules are worthy of manual inspections. Further, we know of
% several large government software contractors that won't review
% software modules _unless_ tools like McCabe predict that they are
% fault prone. Hence, defect detectors have a major economic impact
% when they may force programmers to rewrite code.
%
% Nevertheless, the merits of these metrics has been widely
% criticized. Static code measures are hardly a complete
% characterization of the internals of a function. Fenton offers an
% insightful example where the same functionality is achieved using
% different programming language constructs resulting in different
% static measurements for that module. Fenton uses this example to
% argue the uselessness of static code measures.
% @book{fenton97,
% author = "N.E. Fenton and S.L. Pfleeger",
% title = {Software metrics: a Rigorous \& Practical Approach},
% publisher = {International Thompson Press},
% year = {1997}}
%
% An alternative interpretation of Fenton's example is that static
% measures can never be a definite and certain indicator of the
% presence of a fault. Rather, defect detectors based on static
% measures are best viewed as probabilistic statements that the
% frequency of faults tends to increase in code modules that trigger
% the detector. By definition, such probabilistic statements will
% are not categorical claims with some a non-zero false alarm
% rate. The research challenge for data miners is to ensure that
% these false alarms do not cripple their learned theories.
%
% The McCabe metrics are a collection of four software metrics:
% essential complexity, cyclomatic complexity, design complexity and
% LOC, Lines of Code.
%
% -- Cyclomatic Complexity, or "v(G)", measures the number of
% "linearly independent paths". A set of paths is said to be
% linearly independent if no path in the set is a linear combination
% of any other paths in the set through a program's "flowgraph". A
% flowgraph is a directed graph where each node corresponds to a
% program statement, and each arc indicates the flow of control from
% one statement to another. "v(G)" is calculated by "v(G) = e - n + 2"
% where "G" is a program's flowgraph, "e" is the number of arcs in
% the flowgraph, and "n" is the number of nodes in the
% flowgraph. The standard McCabes rules ("v(G)">10), are used to
% identify fault-prone module.
%
% -- Essential Complexity, or "ev(G)$" is the extent to which a
% flowgraph can be "reduced" by decomposing all the subflowgraphs
% of $G$ that are "D-structured primes". Such "D-structured
% primes" are also sometimes referred to as "proper one-entry
% one-exit subflowgraphs" (for a more thorough discussion of
% D-primes, see the Fenton text referenced above). "ev(G)" is
% calculated using "ev(G)= v(G) - m" where $m$ is the number of
% subflowgraphs of "G" that are D-structured primes.
%
% -- Design Complexity, or "iv(G)", is the cyclomatic complexity of a
% module's reduced flowgraph. The flowgraph, "G", of a module is
% reduced to eliminate any complexity which does not influence the
% interrelationship between design modules. According to McCabe,
% this complexity measurement reflects the modules calling patterns
% to its immediate subordinate modules.
%
% -- Lines of code is measured according to McCabe's line counting
% conventions.
%
% The Halstead falls into three groups: the base measures, the
% derived measures, and lines of code measures.
%
% -- Base measures:
% -- mu1 = number of unique operators
% -- mu2 = number of unique operands
% -- N1 = total occurrences of operators
% -- N2 = total occurrences of operands
% -- length = N = N1 + N2
% -- vocabulary = mu = mu1 + mu2
% -- Constants set for each function:
% -- mu1' = 2 = potential operator count (just the function
% name and the "return" operator)
% -- mu2' = potential operand count. (the number
% of arguments to the module)
%
% For example, the expression "return max(w+x,x+y)" has "N1=4"
% operators "return, max, +,+)", "N2=4" operands (w,x,x,y),
% "mu1=3" unique operators (return, max,+), and "mu2=3" unique
% operands (w,x,y).
%
% -- Derived measures:
% -- P = volume = V = N * log2(mu) (the number of mental
% comparisons needed to write
% a program of length N)
% -- V* = volume on minimal implementation
% = (2 + mu2')*log2(2 + mu2')
% -- L = program length = V*/N
% -- D = difficulty = 1/L
% -- L' = 1/D
% -- I = intelligence = L'*V'
% -- E = effort to write program = V/L
% -- T = time to write program = E/18 seconds
% 5. Number of instances: 498
% 6. Number of attributes: 22 (5 different lines of code measure,
% 3 McCabe metrics, 4 base Halstead measures, 8 derived
% Halstead measures, a branch-count, and 1 goal field)
% 7. Attribute Information:
%
% 1. loc : numeric % McCabe's line count of code
% 2. v(g) : numeric % McCabe "cyclomatic complexity"
% 3. ev(g) : numeric % McCabe "essential complexity"
% 4. iv(g) : numeric % McCabe "design complexity"
% 5. n : numeric % Halstead total operators + operands
% 6. v : numeric % Halstead "volume"
% 7. l : numeric % Halstead "program length"
% 8. d : numeric % Halstead "difficulty"
% 9. i : numeric % Halstead "intelligence"
% 10. e : numeric % Halstead "effort"
% 11. b : numeric % Halstead
% 12. t : numeric % Halstead's time estimator
% 13. lOCode : numeric % Halstead's line count
% 14. lOComment : numeric % Halstead's count of lines of comments
% 15. lOBlank : numeric % Halstead's count of blank lines
% 16. lOCodeAndComment: numeric
% 17. uniq_Op : numeric % unique operators
% 18. uniq_Opnd : numeric % unique operands
% 19. total_Op : numeric % total operators
% 20. total_Opnd : numeric % total operands
% 21: branchCount : numeric % of the flow graph
% 22. defects : {false,true} % module has/has not one or more
% % reported defects
% 8. Missing attributes: none
% 9. Class Distribution: the class value (defects) is discrete
% false: 449 = 90.16%
% true: 49 = 9.83%
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
@relation CM1
@attribute loc numeric
@attribute v(g) numeric
@attribute ev(g) numeric
@attribute iv(g) numeric
@attribute n numeric
@attribute v numeric
@attribute l numeric
@attribute d numeric
@attribute i numeric
@attribute e numeric
@attribute b numeric
@attribute t numeric
@attribute lOCode numeric
@attribute lOComment numeric
@attribute lOBlank numeric
@attribute locCodeAndComment numeric
@attribute uniq_Op numeric
@attribute uniq_Opnd numeric
@attribute total_Op numeric
@attribute total_Opnd numeric
@attribute branchCount numeric
@attribute defects {false,true}
@data
1.1,1.4,1.4,1.4,1.3,1.3,1.3,1.3,1.3,1.3,1.3,1.3,2,2,2,2,1.2,1.2,1.2,1.2,1.4,false
1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,true
24,5,1,3,63,309.13,0.11,9.5,32.54,2936.77,0.1,163.15,1,0,6,0,15,15,44,19,9,false
20,4,4,2,47,215.49,0.06,16,13.47,3447.89,0.07,191.55,0,0,3,0,16,8,31,16,7,false
24,6,6,2,72,346.13,0.06,17.33,19.97,5999.58,0.12,333.31,0,0,3,0,16,12,46,26,11,false
24,6,6,2,72,346.13,0.06,17.33,19.97,5999.58,0.12,333.31,0,0,3,0,16,12,46,26,11,false
7,1,1,1,11,34.87,0.5,2,17.43,69.74,0.01,3.87,0,0,1,0,4,5,6,5,1,false
12,2,1,2,23,94.01,0.16,6.43,14.62,604.36,0.03,33.58,0,0,7,0,10,7,14,9,3,false
25,5,5,5,107,548.83,0.07,14.25,38.51,7820.87,0.18,434.49,12,16,13,0,15,20,69,38,9,false
46,15,3,1,239,1362.41,0.04,22.3,61.1,30377.95,0.45,1687.66,8,35,22,0,15,37,129,110,29,false
34,5,5,1,155,856.15,0.05,20.76,41.24,17773.08,0.29,987.39,11,28,16,0,19,27,96,59,9,false
10,2,1,1,35,143.06,0.11,9,15.9,1287.55,0.05,71.53,2,4,4,0,9,8,19,16,3,false
23,7,5,1,157,770.38,0.04,28.12,27.4,21659.58,0.26,1203.31,10,17,23,0,17,13,114,43,13,false
23,7,5,1,105,474.97,0.04,27.22,17.45,12929.85,0.16,718.32,10,17,23,0,14,9,70,35,13,false
31,5,1,2,231,1303.73,0.04,27.5,47.41,35852.6,0.43,1991.81,2,15,40,0,22,28,161,70,9,false
24,5,1,2,120,655.13,0.07,15.2,43.1,9958,0.22,553.22,3,20,23,0,19,25,80,40,9,false
13,2,1,1,57,271.03,0.11,9.15,29.61,2480.95,0.09,137.83,6,5,8,0,14,13,40,17,3,false
6,1,1,1,15,55.51,0.25,4,13.88,222.03,0.02,12.33,1,1,2,0,8,5,10,5,1,false
33,2,1,2,135,745.68,0.09,11.65,64.01,8684.99,0.25,482.5,2,0,19,0,12,34,69,66,3,false
6,1,1,1,15,55.51,0.25,4,13.88,222.03,0.02,12.33,1,1,0,0,8,5,10,5,1,false
7,2,1,1,27,105.49,0.08,12,8.79,1265.83,0.04,70.32,0,0,1,0,10,5,15,12,3,false
3,1,1,1,14,48.43,0.23,4.38,11.07,211.89,0.02,11.77,0,0,0,0,7,4,9,5,1,false
7,1,1,1,29,110.41,0.21,4.88,22.65,538.26,0.04,29.9,0,0,0,0,6,8,16,13,1,false
9,3,1,1,41,170.97,0.07,14.14,12.09,2417.96,0.06,134.33,0,0,1,0,11,7,23,18,5,false
11,3,1,1,49,215.22,0.07,14.67,14.67,3156.61,0.07,175.37,0,0,1,0,12,9,27,22,5,false
4,1,1,1,13,39,0.33,3,13,117,0.01,6.5,0,0,0,0,4,4,7,6,1,false
3,1,1,1,7,19.65,0.4,2.5,7.86,49.13,0.01,2.73,0,0,0,0,5,2,5,2,1,false
16,4,1,1,77,370.17,0.05,19.62,18.87,7260.95,0.12,403.39,11,30,7,0,15,13,43,34,7,false
65,12,1,1,541,3327.01,0.02,42.02,79.18,139798.54,1.11,7766.59,5,95,33,0,19,52,311,230,23,false
177,41,6,23,767,5580.79,0.02,54.82,101.81,305928.62,1.86,16996.03,63,31,134,0,45,110,499,268,60,false
14,5,1,3,41,185.47,0.07,15,12.36,2781.99,0.06,154.56,4,5,9,0,15,8,25,16,8,false
361,70,27,46,1844,15345.64,0.01,97.73,157.03,1499684.32,5.12,83315.8,37,191,164,0,69,251,1133,711,110,false
76,13,7,10,298,1948.67,0.03,32.21,60.5,62767.66,0.65,3487.09,3,48,27,0,36,57,196,102,24,false
31,1,1,1,461,2653,0.04,22.83,116.21,60566.12,0.88,3364.78,0,10,4,0,13,41,317,144,1,false
20,3,1,3,71,351.75,0.1,10.29,34.17,3620.93,0.12,201.16,0,0,5,0,14,17,46,25,5,false
27,5,3,3,108,540,0.05,21.86,24.71,11802.86,0.18,655.71,4,5,7,0,18,14,74,34,9,false
15,3,1,3,52,260,0.14,7.18,36.19,1867.89,0.09,103.77,2,24,16,0,13,19,31,21,5,false
13,4,1,4,59,295,0.09,11.03,26.75,3253.68,0.1,180.76,3,8,15,0,15,17,34,25,7,false
32,6,1,6,123,686.95,0.08,12.89,53.31,8852.8,0.23,491.82,5,44,42,0,17,31,76,47,11,false
25,3,1,3,120,684.05,0.07,14.11,48.49,9649.29,0.23,536.07,2,16,19,0,19,33,71,49,5,false
22,4,4,4,75,381.56,0.07,13.42,28.43,5120.93,0.13,284.5,5,10,19,0,15,19,41,34,7,false
28,6,1,4,128,707.02,0.04,23.1,30.61,16332.07,0.24,907.34,5,19,15,0,21,25,73,55,11,false
18,2,1,2,122,625.77,0.04,24.42,25.62,15282.02,0.21,849,3,18,13,0,16,19,64,58,3,false
24,5,1,3,197,1075.51,0.03,39.72,27.08,42716.37,0.36,2373.13,2,20,14,0,21,23,110,87,9,false
62,9,4,6,310,2002.42,0.05,21.19,94.51,42426.35,0.67,2357.02,5,32,26,0,24,64,197,113,17,false
65,12,3,8,263,1653.06,0.07,15.19,108.84,25107.55,0.55,1394.86,0,34,17,0,17,61,154,109,23,false
8,1,1,1,49,181.32,0.14,7,25.9,1269.25,0.06,70.51,0,3,3,0,7,6,37,12,1,false
18,4,1,4,80,428.6,0.13,7.89,54.3,3382.91,0.14,187.94,2,2,12,0,13,28,46,34,7,false
6,1,1,1,11,30.88,0.38,2.67,11.58,82.35,0.01,4.57,1,2,0,0,4,3,7,4,1,false
48,7,1,7,250,1626.95,0.07,14.23,114.37,23143.92,0.54,1285.77,4,28,39,0,20,71,149,101,13,false
127,10,1,10,737,5334.7,0.04,24.9,214.24,132838.37,1.78,7379.91,4,31,77,0,25,126,486,251,19,false
21,4,1,4,77,391.73,0.13,7.64,51.3,2991.43,0.13,166.19,0,23,55,0,12,22,49,28,7,false
32,2,1,2,214,1284,0.05,18.78,68.36,24116.87,0.43,1339.83,1,8,12,0,18,46,118,96,3,false
41,6,1,5,169,985.76,0.06,17.21,57.28,16963.26,0.33,942.4,3,47,40,0,21,36,110,59,11,false
23,5,1,5,51,236.84,0.13,7.85,30.19,1858.26,0.08,103.24,1,20,13,0,12,13,34,17,9,false
8,2,1,1,36,158.12,0.18,5.5,28.75,869.68,0.05,48.32,0,6,7,0,11,10,26,10,3,false
25,4,1,1,95,475,0.07,15,31.67,7125,0.16,395.83,0,8,7,0,16,16,65,30,7,false
8,2,1,1,12,39.86,0.27,3.75,10.63,149.49,0.01,8.3,1,6,3,0,6,4,7,5,3,false
17,3,1,3,102,535.29,0.07,14.57,36.74,7799.92,0.18,433.33,2,2,9,0,17,21,66,36,5,false
38,5,1,5,176,1047.94,0.05,19.25,54.44,20172.82,0.35,1120.71,2,12,12,0,22,40,106,70,9,false
31,5,5,5,140,809.39,0.07,14.84,54.55,12009.6,0.27,667.2,10,9,23,0,18,37,79,61,9,false
21,4,1,3,61,310.34,0.1,10.26,30.24,3185.02,0.1,176.95,0,3,3,0,15,19,35,26,7,false
21,4,1,3,61,310.34,0.1,10.26,30.24,3185.02,0.1,176.95,0,3,3,0,15,19,35,26,7,false
14,2,1,1,25,97.67,0.09,11,8.88,1074.39,0.03,59.69,0,0,3,0,10,5,14,11,3,false
6,1,1,1,16,57.36,0.29,3.5,16.39,200.76,0.02,11.15,0,4,0,0,7,5,11,5,1,false
29,5,1,2,111,569.35,0.05,20.78,27.4,11829.84,0.19,657.21,0,17,6,0,17,18,67,44,9,false
18,3,1,1,91,459.04,0.08,12.89,35.6,5919.2,0.15,328.84,1,11,8,0,14,19,56,35,5,false
55,11,5,8,217,1311.63,0.04,26.83,48.89,35190.17,0.44,1955.01,0,8,17,0,25,41,129,88,21,false
47,3,1,1,150,937.19,0.06,15.65,59.87,14671.27,0.31,815.07,0,39,14,0,21,55,68,82,5,false
32,6,4,2,95,498.55,0.04,22.85,21.82,11393.4,0.17,632.97,2,14,10,0,21,17,58,37,11,false
32,3,1,1,538,3124.36,0.02,53.2,58.73,166215.79,1.04,9234.21,3,13,22,0,16,40,272,266,5,false
38,4,1,1,165,911.39,0.04,24.28,37.54,22126.47,0.3,1229.25,0,11,10,0,19,27,96,69,6,false
14,2,1,1,56,260.06,0.14,7.07,36.78,1838.97,0.09,102.16,0,0,0,0,11,14,38,18,3,false
60,5,1,5,331,2164.46,0.05,22.12,97.85,47876.6,0.72,2659.81,9,14,39,0,26,67,217,114,9,false
10,1,1,1,32,125.02,0.16,6.13,20.41,765.75,0.04,42.54,0,2,5,0,7,8,18,14,1,false
16,3,1,3,73,358.2,0.11,9,39.8,3223.83,0.12,179.1,10,6,9,0,12,18,46,27,5,false
12,2,1,2,33,142.62,0.16,6.11,23.34,871.59,0.05,48.42,0,4,4,0,11,9,23,10,3,false
13,2,1,1,41,174.17,0.1,9.63,18.1,1676.34,0.06,93.13,0,0,3,0,11,8,27,14,3,false
16,2,1,2,42,192.57,0.11,9.1,21.16,1752.37,0.06,97.35,0,13,5,0,14,10,29,13,3,false
27,4,3,3,95,521.73,0.06,18.12,28.78,9456.28,0.17,525.35,3,5,22,0,25,20,66,29,7,false
31,5,4,4,110,604.1,0.06,17.25,35.02,10420.79,0.2,578.93,3,15,19,0,23,22,77,33,9,false
10,1,1,1,10,28.07,0.5,2,14.04,56.15,0.01,3.12,0,1,5,0,4,3,7,3,1,false
37,5,1,3,93,494.94,0.06,16,30.93,7919.03,0.16,439.95,2,28,12,0,20,20,61,32,9,false
8,1,1,1,9,27,0.4,2.5,10.8,67.5,0.01,3.75,0,1,2,0,5,3,6,3,1,false
8,1,1,1,33,134.89,0.16,6.19,21.8,834.61,0.04,46.37,0,2,6,0,9,8,22,11,1,false
9,1,1,1,44,183.48,0.14,7,26.21,1284.34,0.06,71.35,1,5,5,0,9,9,30,14,1,false
9,1,1,1,36,140.65,0.12,8.25,17.05,1160.35,0.05,64.45,0,5,3,0,9,6,25,11,1,false
7,1,1,1,8,22.46,0.4,2.5,8.98,56.15,0.01,3.12,0,1,2,0,5,2,6,2,1,false
26,4,3,2,99,511.82,0.08,13.2,38.77,6756.06,0.17,375.34,0,6,5,0,16,20,66,33,7,false
7,1,1,1,25,97.67,0.17,6,16.28,586.03,0.03,32.56,0,2,5,0,9,6,17,8,1,false
14,1,1,1,86,365.32,0.08,13.05,27.99,4767.45,0.12,264.86,0,6,5,0,9,10,57,29,1,false
9,1,1,1,14,46.51,0.21,4.67,9.97,217.03,0.02,12.06,0,0,4,0,7,3,10,4,1,false
11,1,1,1,23,82.45,0.14,7,11.78,577.18,0.03,32.07,0,0,5,0,8,4,16,7,1,false
34,6,1,3,135,745.68,0.08,12.6,59.16,9398.15,0.25,522.12,0,8,6,0,17,29,92,43,11,false
7,1,1,1,11,34.87,0.29,3.5,9.96,122.04,0.01,6.78,0,1,4,0,7,2,9,2,1,false
31,7,1,5,126,618.27,0.04,23.5,26.31,14529.3,0.21,807.18,2,30,21,0,15,15,79,47,13,false
8,1,1,1,9,27,0.4,2.5,10.8,67.5,0.01,3.75,0,1,2,0,5,3,6,3,1,false
6,1,1,1,10,30,0.33,3,10,90,0.01,5,0,0,2,0,6,2,8,2,1,false
7,1,1,1,10,33.22,0.29,3.5,9.49,116.27,0.01,6.46,0,0,2,0,7,3,7,3,1,false
15,2,1,1,60,285.29,0.13,7.6,37.54,2168.23,0.1,120.46,0,0,7,0,12,15,41,19,3,false
16,1,1,1,64,289.51,0.12,8.36,34.64,2419.46,0.1,134.41,0,0,7,0,9,14,38,26,1,false
19,1,1,1,64,293.44,0.1,9.73,30.16,2855.37,0.1,158.63,0,1,13,0,11,13,41,23,1,false
130,29,7,27,729,5103,0.02,55.88,91.32,285170.84,1.7,15842.82,45,13,53,0,34,94,420,309,57,false
30,4,1,4,122,630.73,0.05,20.71,30.45,13065.14,0.21,725.84,3,3,12,0,15,21,64,58,7,false
34,6,1,6,146,771.67,0.08,12,64.31,9260.02,0.26,514.45,4,0,10,0,12,27,92,54,11,false
20,6,6,2,241,1299.55,0.02,46,28.25,59779.23,0.43,3321.07,1,6,6,0,23,19,165,76,11,false
17,2,1,1,53,252.01,0.07,14.38,17.53,3622.63,0.08,201.26,0,0,7,0,15,12,30,23,3,false
17,2,1,1,53,252.01,0.07,14.38,17.53,3622.63,0.08,201.26,0,0,6,0,15,12,30,23,3,false
26,8,8,1,210,1125.09,0.04,23.02,48.87,25900.42,0.38,1438.91,0,5,3,0,17,24,145,65,15,false
10,1,1,1,22,69.74,0.18,5.63,12.4,392.28,0.02,21.79,0,0,0,0,5,4,13,9,1,false
6,1,1,1,11,36.54,0.33,3,12.18,109.62,0.01,6.09,0,0,0,0,6,4,7,4,1,false
8,1,1,1,11,30.88,0.38,2.67,11.58,82.35,0.01,4.57,0,0,3,0,4,3,7,4,1,false
93,17,7,6,407,2692.19,0.02,48.06,56.02,129374.54,0.9,7187.47,13,55,24,0,35,63,234,173,33,false
128,25,12,9,790,5664.24,0.02,54.33,104.25,307757.08,1.89,17097.62,33,58,2,0,36,108,464,326,49,false
28,3,1,3,103,551.83,0.09,11.69,47.22,6449.49,0.18,358.3,0,11,1,0,17,24,70,33,5,false
19,2,1,2,62,312.75,0.11,9.41,33.23,2943.55,0.1,163.53,0,3,1,0,16,17,42,20,3,false
19,2,1,2,57,282.39,0.11,8.91,31.71,2515.03,0.09,139.72,0,3,2,0,15,16,38,19,3,false
21,3,1,3,62,298.06,0.12,8.63,34.56,2570.73,0.1,142.82,0,2,2,0,12,16,39,23,5,false
154,17,10,13,695,5143.61,0.03,38.57,133.35,198396.43,1.71,11022.02,20,119,26,0,36,133,410,285,28,false
125,18,1,13,438,3131.59,0.02,40.25,77.8,126046.47,1.04,7002.58,13,50,21,0,46,96,270,168,31,false
14,2,1,1,24,100.08,0.13,7.86,12.74,786.33,0.03,43.68,0,1,4,0,11,7,14,10,3,false
127,30,8,5,690,4697.07,0.03,36.21,129.72,170066.5,1.57,9448.14,7,39,5,0,25,87,438,252,59,false
12,1,1,1,29,110.41,0.3,3.33,33.12,368.04,0.04,20.45,0,0,0,0,5,9,17,12,1,false
18,2,1,2,72,372.23,0.09,11.63,32,4329.68,0.12,240.54,0,9,2,0,17,19,46,26,3,false
20,3,1,3,89,452.78,0.09,11.56,39.18,5232.17,0.15,290.68,0,3,5,0,16,18,63,26,5,false
36,4,1,4,156,851.67,0.06,17.63,48.31,15014.65,0.28,834.15,2,13,3,0,17,27,100,56,6,false
160,32,7,20,488,3442.98,0.04,22.73,151.5,78244.98,1.15,4346.94,12,33,22,0,29,104,325,163,58,false
47,10,9,7,318,1980.76,0.05,18.86,105.02,37359.42,0.66,2075.52,6,7,8,0,21,54,221,97,19,false
6,1,1,1,6,15.51,0.5,2,7.75,31.02,0.01,1.72,0,0,0,0,4,2,4,2,1,false
6,1,1,1,6,15.51,0.5,2,7.75,31.02,0.01,1.72,0,0,0,0,4,2,4,2,1,false
38,4,3,1,153,892.43,0.07,14.75,60.5,13163.37,0.3,731.3,3,35,2,0,19,38,94,59,7,false
6,1,1,1,6,15.51,0.5,2,7.75,31.02,0.01,1.72,0,0,0,0,4,2,4,2,1,false
12,1,1,1,21,75.28,0.5,2,37.64,150.57,0.03,8.36,0,0,0,0,4,8,13,8,1,false
12,1,1,1,25,92.51,0.38,2.67,34.69,246.7,0.03,13.71,0,0,0,0,4,9,13,12,1,false
9,1,1,1,25,92.51,0.38,2.67,34.69,246.7,0.03,13.71,0,0,0,0,4,9,13,12,1,false
41,2,1,2,241,1472.15,0.06,15.69,93.81,23101.5,0.49,1283.42,0,7,14,0,17,52,145,96,3,false
30,2,1,2,151,852.22,0.07,14.68,58.05,12512.17,0.28,695.12,0,6,5,0,17,33,94,57,3,false
6,1,1,1,7,19.65,0.4,2.5,7.86,49.13,0.01,2.73,0,0,0,0,5,2,5,2,1,false
20,5,1,1,63,288.85,0.05,21,13.75,6065.91,0.1,336.99,0,0,4,0,16,8,42,21,9,false
149,15,11,6,781,5575.99,0.02,46.92,118.83,261640.64,1.86,14535.59,2,65,10,0,31,110,448,333,29,false
6,1,1,1,8,22.46,0.5,2,11.23,44.92,0.01,2.5,0,0,0,0,4,3,5,3,1,false
16,3,1,2,70,353.11,0.13,7.71,45.77,2723.97,0.12,151.33,2,18,10,0,12,21,43,27,5,false
15,1,1,1,46,179.72,0.19,5.25,34.23,943.51,0.06,52.42,0,0,5,0,5,10,25,21,1,false
13,1,1,1,69,298.21,0.06,15.5,19.24,4622.3,0.1,256.79,0,6,5,0,10,10,38,31,1,false
6,1,1,1,13,44.97,0.29,3.5,12.85,157.4,0.01,8.74,0,0,0,0,7,4,9,4,1,false
14,2,1,1,37,151.24,0.11,9.29,16.29,1404.34,0.05,78.02,3,0,4,0,10,7,24,13,3,false
14,2,1,1,37,151.24,0.11,9.29,16.29,1404.34,0.05,78.02,3,0,4,0,10,7,24,13,3,false
27,3,1,1,130,744.63,0.08,12.04,61.85,8964.95,0.25,498.05,0,39,12,0,15,38,69,61,5,false
19,2,1,2,60,300,0.11,9.5,31.58,2850,0.1,158.33,0,6,0,0,16,16,41,19,3,false
21,2,1,2,105,525,0.04,23,22.83,12075,0.18,670.83,6,6,3,0,16,16,59,46,3,false
6,1,1,1,13,43.19,0.27,3.75,11.52,161.94,0.01,9,0,0,1,0,6,4,8,5,1,false
16,3,3,2,40,185.75,0.13,7.64,24.32,1418.49,0.06,78.8,0,5,0,0,14,11,28,12,5,false
55,9,1,3,292,1738.63,0.03,33.32,52.18,57931.89,0.58,3218.44,12,20,10,0,23,39,179,113,17,false
6,1,1,1,5,11.61,0.67,1.5,7.74,17.41,0,0.97,0,0,0,0,3,2,3,2,1,false
9,1,1,1,18,62.27,0.44,2.29,27.24,142.33,0.02,7.91,0,0,1,0,4,7,10,8,1,false
12,1,1,1,29,110.41,0.3,3.33,33.12,368.04,0.04,20.45,0,0,0,0,5,9,17,12,1,false
12,1,1,1,25,92.51,0.38,2.67,34.69,246.7,0.03,13.71,0,0,0,0,4,9,13,12,1,false
69,19,19,13,418,2746.2,0.03,36.57,75.09,100429.38,0.92,5579.41,0,18,24,0,31,64,267,151,37,false
138,25,1,24,625,4677.38,0.04,27.21,171.89,127275.78,1.56,7070.88,1,58,6,0,32,147,375,250,47,false
6,1,1,1,6,15.51,0.5,2,7.75,31.02,0.01,1.72,0,0,0,0,4,2,4,2,1,false
6,1,1,1,6,15.51,0.5,2,7.75,31.02,0.01,1.72,0,0,0,0,4,2,4,2,1,false
72,16,9,7,255,1573.33,0.05,18.26,86.16,28729.02,0.52,1596.06,1,19,6,0,22,50,172,83,31,false
6,1,1,1,4,8,0.67,1.5,5.33,12,0,0.67,0,0,0,0,3,1,3,1,1,false
6,1,1,1,5,11.61,0.5,2,5.8,23.22,0,1.29,0,0,0,0,4,1,4,1,1,false
6,1,1,1,7,19.65,0.4,2.5,7.86,49.13,0.01,2.73,0,0,0,0,5,2,5,2,1,false
6,1,1,1,9,27,0.4,2.5,10.8,67.5,0.01,3.75,0,4,0,0,5,3,6,3,1,false
11,1,1,1,22,73.08,0.47,2.14,34.11,156.61,0.02,8.7,0,0,0,0,3,7,12,10,1,false
23,4,1,4,75,396.41,0.09,11.57,34.26,4586.97,0.13,254.83,1,23,0,0,18,21,48,27,7,false
17,1,1,1,49,221.65,0.26,3.88,57.09,860.54,0.07,47.81,0,9,1,0,6,17,27,22,1,false
60,13,1,6,155,919.26,0.07,13.9,66.12,12780.02,0.31,710,4,15,0,0,20,41,98,57,19,false
32,5,1,3,72,360,0.08,13.24,27.2,4764.71,0.12,264.71,1,0,1,0,15,17,42,30,9,false
16,3,3,1,33,144.95,0.09,10.56,13.72,1531,0.05,85.06,1,0,4,0,13,8,20,13,5,false
42,2,1,2,210,1316.03,0.07,13.88,94.81,18268.21,0.44,1014.9,0,6,1,0,18,59,119,91,3,false
6,1,1,1,8,22.46,0.5,2,11.23,44.92,0.01,2.5,0,0,0,0,4,3,5,3,1,false
14,2,1,1,67,328.76,0.09,11.47,28.66,3771.09,0.11,209.5,6,13,1,0,13,17,37,30,3,false
27,3,1,1,87,456.57,0.12,8.31,54.96,3793.04,0.15,210.72,0,9,0,0,12,26,51,36,5,false
8,1,1,1,24,88.81,0.14,7.2,12.33,639.44,0.03,35.52,0,0,0,0,8,5,15,9,1,false
7,1,1,1,13,39,0.33,3,13,117,0.01,6.5,0,0,0,0,4,4,7,6,1,false
31,5,1,1,67,284.61,0.05,19.94,14.28,5674.43,0.09,315.25,1,4,1,0,11,8,38,29,9,false
8,1,1,1,12,39.86,0.21,4.67,8.54,186.03,0.01,10.33,0,3,0,0,7,3,8,4,1,false
11,1,1,1,29,116,0.09,10.83,10.71,1256.67,0.04,69.81,0,3,0,0,10,6,16,13,1,false
6,1,1,1,4,8,0.67,1.5,5.33,12,0,0.67,0,0,0,0,3,1,3,1,1,false
13,2,1,1,20,74.01,0.29,3.5,21.15,259.02,0.02,14.39,0,0,0,0,7,6,14,6,3,false
6,1,1,1,10,31.7,0.33,3,10.57,95.1,0.01,5.28,0,3,0,0,6,3,7,3,1,false
22,2,1,2,81,421.97,0.09,11.48,36.77,4842.06,0.14,269,0,12,1,0,17,20,54,27,3,false
29,7,5,2,100,508.75,0.04,25.33,20.08,12888.24,0.17,716.01,0,9,5,0,19,15,60,40,13,false
9,1,1,1,81,366.41,0.05,20.22,18.12,7409.59,0.12,411.64,0,2,3,0,14,9,55,26,1,false
16,4,4,1,135,675,0.04,24.37,27.7,16447.5,0.23,913.75,0,3,4,0,17,15,92,43,7,false
92,15,15,15,466,2643.35,0.02,57,46.37,150670.96,0.88,8370.61,27,41,67,0,19,32,274,192,29,false
18,4,4,1,76,369.21,0.07,15.38,24,5680.1,0.12,315.56,7,11,9,0,16,13,51,25,7,false
36,6,1,6,182,1005.29,0.05,21.46,46.84,21576.47,0.34,1198.69,9,22,15,0,19,27,121,61,11,false
5,1,1,1,9,28.53,0.33,3,9.51,85.59,0.01,4.75,1,1,0,0,6,3,6,3,1,false
22,3,1,3,69,341.84,0.07,14.06,24.31,4807.12,0.11,267.06,4,0,6,0,15,16,39,30,5,false
3,1,1,1,7,18.09,0.4,2.5,7.24,45.24,0.01,2.51,0,0,0,0,5,1,6,1,1,false
7,2,1,1,27,105.49,0.08,12,8.79,1265.83,0.04,70.32,0,0,1,0,10,5,15,12,3,false
3,1,1,1,14,48.43,0.23,4.38,11.07,211.89,0.02,11.77,0,0,0,0,7,4,9,5,1,false
7,1,1,1,29,110.41,0.21,4.88,22.65,538.26,0.04,29.9,0,0,0,0,6,8,16,13,1,false
9,3,1,1,41,170.97,0.07,14.14,12.09,2417.96,0.06,134.33,0,0,1,0,11,7,23,18,5,false
11,3,1,1,49,215.22,0.07,14.67,14.67,3156.61,0.07,175.37,0,0,1,0,12,9,27,22,5,false
4,1,1,1,13,39,0.33,3,13,117,0.01,6.5,0,0,0,0,4,4,7,6,1,false
3,1,1,1,7,19.65,0.4,2.5,7.86,49.13,0.01,2.73,0,0,0,0,5,2,5,2,1,false
30,4,1,2,193,1149.16,0.04,25.34,45.35,29117.23,0.38,1617.62,10,22,21,0,25,37,118,75,7,false
5,1,1,1,5,11.61,0.67,1.5,7.74,17.41,0,0.97,1,1,2,0,3,2,3,2,1,false
16,4,1,2,109,591.46,0.04,25.89,22.84,15315.78,0.2,850.88,6,10,9,0,24,19,68,41,7,false
5,1,1,1,5,11.61,0.67,1.5,7.74,17.41,0,0.97,1,1,2,0,3,2,3,2,1,false
15,4,1,2,109,591.46,0.04,25.89,22.84,15315.78,0.2,850.88,7,10,10,0,24,19,68,41,7,false
40,10,1,8,399,2609.12,0.03,31.3,83.37,81653.73,0.87,4536.32,35,31,46,0,27,66,246,153,19,false
5,1,1,1,5,11.61,0.67,1.5,7.74,17.41,0,0.97,1,1,2,0,3,2,3,2,1,false
5,1,1,1,5,11.61,0.67,1.5,7.74,17.41,0,0.97,1,1,2,0,3,2,3,2,1,false
12,2,1,1,100,516.99,0.07,15.21,33.99,7863.73,0.17,436.87,8,14,8,0,17,19,66,34,3,false
5,1,1,1,6,15.51,0.5,2,7.75,31.02,0.01,1.72,1,7,1,0,4,2,4,2,1,false
44,6,1,4,380,2490.74,0.03,34.84,71.49,86774.3,0.83,4820.79,18,28,33,0,32,62,245,135,11,false
31,5,1,5,141,734.53,0.06,16.56,44.36,12163.87,0.24,675.77,5,0,10,0,12,25,72,69,9,false
22,6,1,3,94,503.61,0.05,19.95,25.24,10047.02,0.17,558.17,11,21,25,0,21,20,56,38,11,false
20,4,1,4,122,666.05,0.07,14.44,46.13,9617.77,0.22,534.32,2,13,9,0,19,25,84,38,7,false
27,6,3,5,140,801.91,0.07,14.9,53.81,11951.03,0.27,663.95,4,16,20,0,22,31,98,42,11,false
6,1,1,1,28,121.01,0.2,5,24.2,605.07,0.04,33.61,3,3,3,0,10,10,18,10,1,false
25,2,1,2,140,759.68,0.06,15.45,49.18,11735.7,0.25,651.98,2,4,10,0,14,29,76,64,3,false
10,2,1,1,45,206.32,0.1,9.8,21.05,2021.97,0.07,112.33,5,4,6,0,14,10,31,14,3,false
10,2,1,1,45,206.32,0.1,9.8,21.05,2021.97,0.07,112.33,5,4,6,0,14,10,31,14,3,false
5,1,1,1,5,11.61,0.5,2,5.8,23.22,0,1.29,3,3,2,0,4,1,4,1,1,false
14,3,1,2,56,266.27,0.12,8.62,30.91,2294.05,0.09,127.45,4,8,7,0,14,13,40,16,5,false
20,4,1,4,97,526.35,0.09,11.12,47.35,5850.56,0.18,325.03,3,12,14,0,17,26,63,34,7,false
28,7,5,5,142,809.46,0.07,14.56,55.58,11789.43,0.27,654.97,4,18,19,0,21,31,99,43,13,false
3,1,1,1,11,34.87,0.29,3.5,9.96,122.04,0.01,6.78,0,3,7,0,7,2,9,2,1,false
45,12,5,8,288,1810.2,0.04,26.32,68.78,47644.35,0.6,2646.91,21,29,36,0,28,50,194,94,23,false
7,2,1,2,25,102.19,0.16,6.19,16.52,632.28,0.03,35.13,0,2,2,0,9,8,14,11,3,false
7,2,1,2,25,102.19,0.16,6.19,16.52,632.28,0.03,35.13,0,2,2,0,9,8,14,11,3,false
7,2,1,2,25,102.19,0.16,6.19,16.52,632.28,0.03,35.13,0,2,2,0,9,8,14,11,3,false
7,2,1,2,25,102.19,0.16,6.19,16.52,632.28,0.03,35.13,0,2,2,0,9,8,14,11,3,false
7,2,1,2,25,102.19,0.16,6.19,16.52,632.28,0.03,35.13,0,2,2,0,9,8,14,11,3,false
7,2,1,2,25,102.19,0.16,6.19,16.52,632.28,0.03,35.13,0,2,2,0,9,8,14,11,3,false
7,2,1,2,25,102.19,0.16,6.19,16.52,632.28,0.03,35.13,0,2,2,0,9,8,14,11,3,false
11,2,1,1,32,130.8,0.08,12,10.9,1569.59,0.04,87.2,2,2,3,0,12,5,22,10,3,false
11,2,1,1,48,207.45,0.08,12,17.29,2489.43,0.07,138.3,2,2,3,0,12,8,32,16,3,false
27,8,4,6,93,484.48,0.07,13.74,35.27,6655.21,0.16,369.73,14,22,9,0,18,19,64,29,15,false
10,2,1,2,26,104,0.15,6.67,15.6,693.33,0.03,38.52,4,12,5,0,10,6,18,8,3,false
9,2,1,1,27,110.36,0.12,8.25,13.38,910.48,0.04,50.58,3,3,1,0,11,6,18,9,3,false
9,2,1,1,43,185.84,0.11,9.17,20.27,1703.56,0.06,94.64,3,3,1,0,11,9,28,15,3,false
20,3,1,1,36,147.15,0.07,14.67,10.03,2158.18,0.05,119.9,0,0,5,0,11,6,20,16,5,false
98,10,10,7,486,3428.87,0.04,27.25,125.84,93428.15,1.14,5190.45,6,57,49,0,32,101,314,172,19,false
172,25,15,24,750,5588.41,0.04,22.99,243.12,128457.87,1.86,7136.55,20,56,77,0,27,148,498,252,49,false
6,1,1,1,50,216.1,0.18,5.65,38.22,1221.78,0.07,67.88,0,0,2,0,7,13,29,21,1,false
43,4,1,4,267,1619.65,0.05,19.2,84.37,31093.83,0.54,1727.43,1,29,31,0,19,48,170,97,7,false
36,2,1,2,171,916.14,0.04,24.18,37.89,22153.96,0.31,1230.78,11,31,34,0,19,22,115,56,3,false
21,4,1,3,87,472.09,0.11,9.48,49.79,4476.07,0.16,248.67,11,5,14,0,16,27,55,32,7,false
6,1,1,1,23,92,0.19,5.14,17.89,473.14,0.03,26.29,2,7,2,0,9,7,15,8,1,false
5,1,1,1,14,51.81,0.22,4.5,11.51,233.13,0.02,12.95,2,0,1,0,9,4,10,4,1,false
5,1,1,1,14,53.3,0.22,4.5,11.85,239.86,0.02,13.33,3,0,1,0,9,5,9,5,1,false
8,1,1,1,39,162.63,0.12,8.13,20.02,1321.34,0.05,73.41,5,0,5,0,10,8,26,13,1,false
6,1,1,1,35,143.06,0.15,6.75,21.19,965.66,0.05,53.65,6,0,4,0,9,8,23,12,1,false
16,4,1,2,91,474.06,0.05,19.41,24.42,9202.35,0.16,511.24,1,1,5,0,20,17,58,33,7,false
14,3,1,3,37,167.37,0.1,10.4,16.09,1740.67,0.06,96.7,0,7,4,0,13,10,21,16,5,false
88,19,9,9,492,3289.76,0.02,48.79,67.42,160516.7,1.1,8917.59,6,51,39,0,33,70,285,207,37,false
29,4,1,3,151,912.7,0.05,18.53,49.27,16907.83,0.3,939.32,7,6,18,0,26,40,94,57,6,false
60,21,5,15,809,5767.59,0.01,73.1,78.9,421634.86,1.92,23424.16,16,37,49,0,44,96,490,319,41,false
52,10,3,6,342,2220.21,0.02,46.67,47.58,103609.98,0.74,5756.11,12,25,31,0,36,54,202,140,19,false
7,1,1,1,19,76,0.22,4.5,16.89,342,0.03,19,1,0,1,0,8,8,10,9,1,false
8,1,1,1,34,146.95,0.2,5,29.39,734.73,0.05,40.82,2,5,7,0,8,12,19,15,1,false
20,1,1,1,99,507.8,0.12,8.25,61.55,4189.34,0.17,232.74,3,4,6,0,11,24,63,36,1,false
29,6,1,6,133,707.82,0.04,24,29.49,16987.59,0.24,943.76,7,3,5,0,20,20,85,48,8,false
9,1,1,1,28,114.45,0.14,7.14,16.02,817.49,0.04,45.42,0,0,2,0,10,7,18,10,1,false
15,4,4,2,55,264.4,0.08,12,22.03,3172.85,0.09,176.27,1,0,1,0,16,12,37,18,7,false
14,2,1,1,51,239.72,0.11,9.5,25.23,2277.36,0.08,126.52,2,7,7,0,13,13,32,19,3,false
22,3,1,1,47,215.49,0.12,8.03,26.81,1732.23,0.07,96.24,0,0,1,0,11,13,28,19,4,false
63,15,4,3,262,1626.88,0.03,35.45,45.89,57670.7,0.54,3203.93,5,0,17,0,35,39,183,79,20,false
9,2,1,1,40,178.38,0.14,7.22,24.7,1288.28,0.06,71.57,2,1,3,0,13,9,30,10,3,false
9,2,1,1,39,173.92,0.14,7.22,24.08,1256.07,0.06,69.78,2,0,3,0,13,9,29,10,3,false
17,4,1,2,68,340,0.07,13.6,25,4624,0.11,256.89,1,1,6,0,17,15,44,24,7,false
9,3,3,1,19,70.31,0.21,4.8,14.65,337.48,0.02,18.75,0,0,0,0,8,5,13,6,5,false
10,2,1,1,62,294.8,0.08,12.5,23.58,3685.04,0.1,204.72,4,0,4,0,15,12,42,20,3,false
3,1,1,1,5,11.61,0.5,2,5.8,23.22,0,1.29,0,0,0,0,4,1,4,1,1,false
9,5,5,1,31,124,0.16,6.43,19.29,797.14,0.04,44.29,0,0,0,0,9,7,21,10,9,false
101,19,9,8,677,4887.38,0.02,64.68,75.56,316115.55,1.63,17561.98,44,76,84,0,49,100,413,264,37,false
29,8,1,6,555,3695.31,0.02,48.05,76.91,177559.52,1.23,9864.42,28,6,17,0,31,70,338,217,15,false
22,6,5,4,185,1092.77,0.03,29.45,37.1,32187.18,0.36,1788.18,3,8,16,0,27,33,113,72,11,false
106,13,1,11,421,2739.78,0.04,27.04,101.31,74089.87,0.91,4116.1,0,14,51,0,20,71,229,192,25,false
21,3,1,3,86,454.54,0.09,11.25,40.4,5113.63,0.15,284.09,0,6,6,0,15,24,50,36,5,false
10,2,1,2,37,162.52,0.14,7.27,22.35,1181.93,0.05,65.66,0,0,1,0,10,11,21,16,3,false
17,3,1,3,137,718.97,0.04,24.29,29.6,17460.6,0.24,970.03,4,3,9,0,17,21,77,60,5,false
13,3,1,3,71,337.6,0.08,13.2,25.58,4456.28,0.11,247.57,4,0,5,0,12,15,38,33,5,false
4,1,1,1,5,11.61,0.67,1.5,7.74,17.41,0,0.97,0,3,1,0,3,2,3,2,1,false
49,13,8,6,384,2312.59,0.02,55.62,41.58,128629.96,0.77,7146.11,0,22,15,0,28,37,237,147,25,false
49,13,8,6,384,2312.59,0.02,55.62,41.58,128629.96,0.77,7146.11,0,22,15,0,28,37,237,147,25,false
55,14,9,5,366,2272.66,0.02,49.74,45.69,113051.62,0.76,6280.65,1,23,23,0,31,43,228,138,27,false
55,14,9,5,366,2272.66,0.02,49.74,45.69,113051.62,0.76,6280.65,1,23,23,0,31,43,228,138,27,false
17,5,4,2,120,620.39,0.04,23.47,26.43,14560.94,0.21,808.94,1,10,4,0,19,17,78,42,9,false
17,5,4,2,120,620.39,0.04,23.47,26.43,14560.94,0.21,808.94,1,10,4,0,19,17,78,42,9,false
20,5,4,2,127,671.25,0.04,23.16,28.99,15544.65,0.22,863.59,1,5,3,0,20,19,83,44,9,false
20,5,4,2,127,671.25,0.04,23.16,28.99,15544.65,0.22,863.59,1,5,3,0,20,19,83,44,9,false
30,9,9,2,405,2183.89,0.01,76.87,28.41,167872.07,0.73,9326.23,1,12,6,0,23,19,278,127,17,false
45,15,15,2,581,3190.77,0.01,95.66,33.36,305225.84,1.06,16956.99,1,16,9,0,23,22,398,183,29,false
20,6,6,2,241,1299.55,0.02,46,28.25,59779.23,0.43,3321.07,1,6,7,0,23,19,165,76,11,false
41,10,7,2,312,1905.86,0.03,38.79,49.14,73923.53,0.64,4106.85,3,8,6,0,29,40,205,107,19,false
25,8,8,1,228,1252.14,0.04,27.04,46.31,33856.01,0.42,1880.89,0,8,5,0,19,26,154,74,15,false
22,5,1,2,114,602.54,0.05,22.11,27.26,13319.21,0.2,739.96,10,22,6,0,20,19,72,42,9,false
41,4,1,4,247,1453.01,0.04,23.68,61.36,34405.27,0.48,1911.4,0,21,15,0,17,42,130,117,7,false
48,6,5,4,279,1758.75,0.04,24.77,71.01,43561.75,0.59,2420.1,25,13,40,0,25,54,172,107,11,false
24,9,1,8,74,355.74,0.09,11.65,30.54,4143.37,0.12,230.19,0,0,9,0,11,17,38,36,17,false
25,4,1,3,97,480.56,0.04,22.46,21.39,10795.37,0.16,599.74,0,15,16,0,17,14,60,37,7,false
176,23,15,17,696,5219.89,0.03,37.2,140.31,194194.61,1.74,10788.59,6,100,82,0,38,143,416,280,43,false
10,2,1,2,21,75.28,0.14,7,10.75,526.99,0.03,29.28,0,0,1,0,8,4,14,7,3,false
66,9,4,7,342,2203.49,0.03,28.98,76.03,63864.99,0.73,3548.06,5,26,34,0,26,61,206,136,17,false
32,4,1,3,130,744.63,0.06,16.36,45.51,12184.85,0.25,676.94,9,31,22,0,20,33,76,54,7,false
18,2,1,2,70,364.66,0.1,10.29,35.45,3750.81,0.12,208.38,0,12,9,0,16,21,43,27,3,false
3,1,1,1,7,19.65,0.5,2,9.83,39.3,0.01,2.18,0,0,2,0,4,3,4,3,1,false
14,3,3,2,46,218.72,0.07,13.82,15.83,3022.38,0.07,167.91,3,4,12,0,16,11,27,19,5,false
29,4,3,3,133,768.92,0.05,19.35,39.73,14882.34,0.26,826.8,4,21,14,0,24,31,83,50,7,false
104,18,13,7,372,2414.97,0.02,41.38,58.36,99929.77,0.8,5551.65,5,70,38,0,32,58,222,150,35,false
68,12,5,7,187,1130.3,0.05,21.71,52.05,24543.69,0.38,1363.54,4,58,39,0,24,42,111,76,23,false
7,1,1,1,7,18.09,0.5,2,9.05,36.19,0.01,2,1,0,2,0,4,2,5,2,1,false
21,4,1,4,104,567.78,0.06,17.86,31.79,10140.57,0.19,563.36,4,16,19,0,19,25,57,47,7,false
10,2,1,1,24,103.73,0.2,5,20.75,518.63,0.03,28.81,0,0,1,0,10,10,14,10,3,false
19,3,1,3,74,366.61,0.1,9.75,37.6,3574.45,0.12,198.58,9,7,13,0,13,18,47,27,5,false
7,1,1,1,11,34.87,0.29,3.5,9.96,122.04,0.01,6.78,0,0,0,0,7,2,9,2,1,false
8,1,1,1,11,36.54,0.29,3.5,10.44,127.89,0.01,7.11,0,0,0,0,7,3,8,3,1,false
8,1,1,1,11,36.54,0.33,3,12.18,109.62,0.01,6.09,0,0,0,0,6,4,7,4,1,false
8,1,1,1,11,36.54,0.33,3,12.18,109.62,0.01,6.09,0,0,0,0,6,4,7,4,1,false
19,2,1,1,57,261.33,0.09,10.58,24.71,2764.2,0.09,153.57,0,0,3,0,11,13,32,25,3,false
10,2,1,1,23,87.57,0.19,5.4,16.21,472.87,0.03,26.27,1,6,6,0,9,5,17,6,3,false
11,1,1,1,42,155.42,0.16,6.25,24.87,971.37,0.05,53.96,0,1,3,0,5,8,22,20,1,false
9,1,1,1,18,68.53,0.2,5,13.71,342.66,0.02,19.04,0,0,1,0,10,4,14,4,1,false
7,1,1,1,10,33.22,0.33,3,11.07,99.66,0.01,5.54,0,0,0,0,6,4,6,4,1,false
8,1,1,1,46,191.82,0.14,7,27.4,1342.72,0.06,74.6,0,1,2,0,9,9,32,14,1,false
15,2,1,1,42,178.41,0.1,9.63,18.54,1717.22,0.06,95.4,0,0,3,0,11,8,28,14,3,false
10,2,1,2,39,171.3,0.09,10.56,16.21,1809.36,0.06,100.52,4,15,6,0,13,8,26,13,3,false
6,1,1,1,9,27,0.33,3,9,81,0.01,4.5,0,0,0,0,6,2,7,2,1,false
44,6,1,6,152,886.6,0.05,18.91,46.89,16764.79,0.3,931.38,1,16,12,0,24,33,100,52,11,false
8,1,1,1,34,138.97,0.16,6.19,22.46,859.9,0.05,47.77,0,2,6,0,9,8,23,11,1,false
15,2,1,1,62,294.8,0.15,6.87,42.88,2026.77,0.1,112.6,0,0,0,0,11,16,42,20,3,false
7,1,1,1,30,122.62,0.18,5.63,21.8,689.76,0.04,38.32,0,0,0,0,9,8,20,10,1,false
6,1,1,1,26,101.58,0.17,6,16.93,609.47,0.03,33.86,0,0,1,0,9,6,18,8,1,false
15,3,1,3,36,147.15,0.06,18,8.17,2648.68,0.05,147.15,0,0,3,0,12,5,21,15,5,false
70,13,7,9,355,2263.14,0.04,27.86,81.22,63061.03,0.75,3503.39,6,15,25,0,24,59,218,137,25,false
24,4,1,4,91,466.76,0.06,16.94,27.55,7907.54,0.16,439.31,3,2,5,0,18,17,59,32,7,false
6,1,1,1,21,84,0.17,5.79,14.52,486,0.03,27,3,2,5,0,9,7,12,9,1,false
12,3,1,2,106,525.14,0.06,18.12,28.99,9514.39,0.18,528.58,7,9,15,0,14,17,62,44,5,false
5,1,1,1,7,19.65,0.5,2,9.83,39.3,0.01,2.18,2,1,3,0,4,3,4,3,1,false
8,1,1,1,45,187.65,0.09,10.63,17.66,1993.75,0.06,110.76,4,2,5,0,10,8,28,17,1,false
9,2,1,1,43,185.84,0.07,13.5,13.77,2508.88,0.06,139.38,2,2,6,0,12,8,25,18,3,false
9,2,1,1,53,232.79,0.06,17.06,13.64,3972.03,0.08,220.67,2,2,5,0,13,8,32,21,3,false
19,4,1,4,134,731.56,0.05,18.29,40.01,13377.17,0.24,743.18,3,0,4,0,16,28,70,64,7,false
6,1,1,1,13,43.19,0.33,3,14.4,129.56,0.01,7.2,3,2,5,0,5,5,7,6,1,false
25,6,1,6,182,1005.29,0.04,23.73,42.36,23858.84,0.34,1325.49,3,0,4,0,16,30,93,89,11,false
19,3,1,3,72,360,0.1,10.11,35.6,3640,0.12,202.22,1,9,14,0,14,18,46,26,5,false
76,16,10,11,526,3670.05,0.03,33.87,108.35,124313.16,1.22,6906.29,28,17,35,0,32,94,327,199,31,false
35,5,1,5,191,1114.08,0.1,10.11,110.24,11259.34,0.37,625.52,1,0,1,0,10,47,96,95,9,false
8,3,1,2,43,188.87,0.09,10.67,17.71,2014.61,0.06,111.92,7,2,6,0,12,9,27,16,5,false
14,1,1,1,49,196,0.36,2.77,70.78,542.77,0.07,30.15,0,0,0,0,3,13,25,24,1,false
7,1,1,1,27,102.8,0.13,8,12.85,822.39,0.03,45.69,2,1,3,0,8,6,15,12,1,false
27,5,1,4,159,888.01,0.05,20.7,42.9,18381.79,0.3,1021.21,8,19,17,0,23,25,114,45,9,false
20,3,1,2,205,1138.69,0.03,30.2,37.71,34384.39,0.38,1910.24,10,7,16,0,19,28,116,89,5,false
27,6,1,2,279,1627.38,0.03,33.51,48.56,54539.1,0.54,3029.95,14,5,11,0,20,37,155,124,11,false
25,5,1,4,100,552.36,0.05,20.16,27.4,11135.5,0.18,618.64,2,0,5,0,21,25,52,48,9,false
423,96,27,63,2075,17124.28,0.01,125.77,136.16,2153690.63,5.71,119649.48,80,165,81,0,72,233,1261,814,162,false
30,5,1,5,189,1061.18,0.07,13.61,78,14437.64,0.35,802.09,1,0,2,0,11,38,95,94,9,false
10,4,1,3,28,109.39,0.18,5.69,19.23,622.17,0.04,34.57,2,2,20,0,7,8,15,13,7,false
49,16,10,3,399,2602.9,0.03,31.06,83.81,80843.05,0.87,4491.28,35,12,115,0,24,68,223,176,31,false
85,32,12,10,589,4031.99,0.02,51.47,78.34,207526.23,1.34,11529.23,53,27,156,0,32,83,322,267,63,false
8,7,1,1,74,347.83,0.06,16.32,21.3,5681.26,0.12,315.63,15,2,10,0,14,12,46,28,13,false
50,15,9,1,219,1282.9,0.04,25.26,50.79,32401.84,0.43,1800.1,19,53,17,0,21,37,130,89,29,false
165,29,27,22,1118,8593.51,0.02,42.76,200.98,367446.53,2.86,20413.7,61,32,48,0,32,174,653,465,57,false
17,2,1,2,103,505.41,0.11,9.27,54.5,4686.53,0.17,260.36,1,0,1,0,8,22,52,51,3,false
15,4,1,4,55,267.19,0.08,13.07,20.45,3491.27,0.09,193.96,1,0,1,0,14,15,27,28,7,false
61,11,7,10,259,1571.12,0.05,18.72,83.91,29416.66,0.52,1634.26,6,8,17,0,20,47,171,88,21,false
63,12,3,10,493,3343.21,0.02,40.22,83.12,134469,1.11,7470.5,30,18,74,0,31,79,288,205,23,false
16,3,1,3,82,427.18,0.07,15.16,28.18,6475.08,0.14,359.73,8,4,33,0,18,19,50,32,5,false
49,13,1,13,132,773.25,0.05,21.53,35.91,16649.11,0.26,924.95,1,0,1,0,26,32,79,53,16,false
52,14,1,14,142,842.16,0.04,23.03,36.57,19394.56,0.28,1077.48,1,0,1,0,27,34,84,58,18,false
42,7,1,7,263,1633.09,0.1,10.16,160.8,16586.02,0.54,921.45,1,0,4,0,10,64,133,130,13,false
62,13,9,10,271,1655.41,0.05,20.34,81.37,33677.25,0.55,1870.96,5,8,16,0,21,48,178,93,25,false
65,13,3,10,520,3559.65,0.02,43.66,81.52,155431.03,1.19,8635.06,30,19,40,0,33,82,303,217,25,false
75,17,9,11,471,3235.94,0.03,38.3,84.48,123948.13,1.08,6886.01,25,15,77,0,33,84,276,195,33,false
8,2,1,1,14,48.43,0.23,4.38,11.07,211.89,0.02,11.77,0,10,4,0,7,4,9,5,3,false
8,2,1,1,25,106.2,0.16,6.19,17.16,657.1,0.04,36.51,0,5,3,0,11,8,16,9,3,false
3,1,1,1,5,11.61,0.5,2,5.8,23.22,0,1.29,0,0,1,0,4,1,4,1,1,false
4,1,1,1,7,16.25,0.67,1.5,10.84,24.38,0.01,1.35,0,0,0,0,3,2,5,2,1,false
15,4,3,1,52,249.98,0.07,14.68,17.03,3670.2,0.08,203.9,2,14,8,0,17,11,33,19,7,false
8,2,1,1,14,48.43,0.23,4.38,11.07,211.89,0.02,11.77,0,10,4,0,7,4,9,5,3,false
9,2,1,2,26,108.42,0.18,5.5,19.71,596.3,0.04,33.13,0,2,3,0,9,9,15,11,3,false
13,3,1,2,66,313.82,0.07,13.93,22.53,4371.1,0.1,242.84,4,19,13,0,13,14,36,30,5,false
3,1,1,1,5,11.61,0.5,2,5.8,23.22,0,1.29,0,0,1,0,4,1,4,1,1,false
4,1,1,1,7,16.25,0.67,1.5,10.84,24.38,0.01,1.35,0,0,0,0,3,2,5,2,1,false
6,1,1,1,17,64.73,0.22,4.5,14.38,291.26,0.02,16.18,1,7,5,0,9,5,12,5,1,false
6,1,1,1,16,59.21,0.25,4,14.8,236.83,0.02,13.16,1,7,5,0,8,5,11,5,1,false
15,2,1,1,40,183.4,0.09,10.64,17.24,1950.69,0.06,108.37,0,7,7,0,13,11,22,18,3,false
9,1,1,1,21,84,0.19,5.14,16.32,432,0.03,24,0,3,5,0,9,7,13,8,1,false
9,1,1,1,21,84,0.19,5.14,16.32,432,0.03,24,0,3,5,0,9,7,13,8,1,false
20,1,1,1,120,629.75,0.06,16,39.36,10076.02,0.21,559.78,1,19,16,0,16,22,76,44,1,false
7,1,1,1,13,43.19,0.4,2.5,17.27,107.96,0.01,6,2,2,3,0,5,5,8,5,1,false
3,1,1,1,22,85.95,0.2,5,17.19,429.76,0.03,23.88,1,0,3,0,10,5,17,5,1,false
3,1,1,1,21,79.95,0.22,4.5,17.77,359.8,0.03,19.99,1,0,3,0,9,5,16,5,1,false
6,2,1,2,27,112.59,0.16,6.29,17.91,707.7,0.04,39.32,2,6,4,0,11,7,19,8,3,false
7,1,1,1,13,43.19,0.4,2.5,17.27,107.96,0.01,6,2,2,3,0,5,5,8,5,1,false
3,1,1,1,22,85.95,0.2,5,17.19,429.76,0.03,23.88,1,0,3,0,10,5,17,5,1,false
3,1,1,1,21,79.95,0.22,4.5,17.77,359.8,0.03,19.99,1,0,3,0,9,5,16,5,1,false
6,2,1,2,27,112.59,0.16,6.29,17.91,707.7,0.04,39.32,2,6,4,0,11,7,19,8,3,false
2,1,1,1,1,0,0,0,0,0,0,0,0,0,1,0,1,0,1,0,1,false
2,1,1,1,1,0,0,0,0,0,0,0,0,0,1,0,1,0,1,0,1,false
3,1,1,1,1,0,0,0,0,0,0,0,0,12,8,0,1,0,1,0,1,false
4,1,1,1,5,11.61,0.5,2,5.8,23.22,0,1.29,2,0,3,0,4,1,4,1,1,false
9,2,1,1,15,51.89,0.23,4.38,11.86,227.03,0.02,12.61,0,8,2,0,7,4,10,5,3,false
16,1,1,1,88,408.66,0.07,15.32,26.67,6261.24,0.14,347.85,0,4,7,0,11,14,49,39,1,false
5,1,1,1,5,11.61,0.67,1.5,7.74,17.41,0,0.97,1,1,2,0,3,2,3,2,1,false
4,1,1,1,15,47.55,0.27,3.75,12.68,178.31,0.02,9.91,3,1,1,0,5,4,9,6,1,false
5,1,1,1,27,105.49,0.16,6.29,16.78,663.06,0.04,36.84,4,5,2,0,8,7,16,11,1,false
9,2,1,1,39,171.3,0.1,10,17.13,1713,0.06,95.17,2,5,3,0,12,9,24,15,3,false
18,3,1,1,47,215.49,0.12,8.03,26.81,1732.23,0.07,96.24,4,0,2,0,11,13,28,19,4,false
38,10,4,4,142,835.34,0.04,26.1,32,21802.25,0.28,1211.24,4,33,27,0,29,30,88,54,13,false
14,6,5,1,59,277.33,0.06,17.6,15.76,4880.94,0.09,271.16,2,2,6,0,16,10,37,22,11,false
47,13,3,2,150,863.23,0.04,27.86,30.99,24047.21,0.29,1335.96,7,14,20,0,26,28,90,60,21,false
11,2,1,1,29,125.34,0.16,6.11,20.51,765.94,0.04,42.55,0,1,4,0,11,9,19,10,3,false
11,2,1,1,28,121.01,0.16,6.11,19.8,739.53,0.04,41.08,0,2,5,0,11,9,18,10,3,false
11,2,1,1,32,142.7,0.1,9.63,14.83,1373.5,0.05,76.31,1,2,3,0,14,8,21,11,3,false
21,4,4,4,96,492.41,0.1,10.5,46.9,5170.32,0.16,287.24,3,7,7,0,15,20,68,28,7,false
23,4,4,4,96,492.41,0.1,10.5,46.9,5170.32,0.16,287.24,1,5,7,0,15,20,68,28,7,false
13,3,1,3,49,240.44,0.14,7.26,33.1,1746.71,0.08,97.04,0,0,0,0,13,17,30,19,5,false
21,3,1,3,72,377.85,0.09,10.93,34.57,4129.37,0.13,229.41,0,0,0,0,17,21,45,27,5,false
21,3,1,3,72,380.55,0.1,10.43,36.48,3969.82,0.13,220.55,0,0,0,0,17,22,45,27,5,false
22,4,4,3,98,531.77,0.08,12.75,41.71,6780.12,0.18,376.67,0,0,0,0,17,26,59,39,7,false
41,8,6,6,187,1113.43,0.07,14.8,75.22,16481.41,0.37,915.63,1,9,2,0,19,43,120,67,15,false
22,4,3,2,64,310.91,0.07,14.77,21.05,4591.91,0.1,255.11,0,0,5,0,16,13,40,24,7,false
9,3,3,1,24,91.38,0.1,10,9.14,913.77,0.03,50.76,0,0,0,0,10,4,16,8,5,false
50,10,10,9,136,733.36,0.09,11.21,65.44,8218.63,0.24,456.59,0,0,12,0,13,29,86,50,19,false
29,10,10,8,118,640.3,0.05,20.43,31.33,13084.38,0.21,726.91,1,0,8,0,20,23,71,47,19,false
50,10,10,9,138,757.88,0.1,10.16,74.62,7697.18,0.25,427.62,0,0,12,0,13,32,88,50,19,false
29,19,1,8,216,1310.28,0.05,18.55,70.63,24306.94,0.44,1350.39,8,0,5,0,18,49,115,101,37,false
29,7,5,2,100,508.75,0.04,25.33,20.08,12888.24,0.17,716.01,0,9,5,0,19,15,60,40,13,false
9,1,1,1,81,366.41,0.05,20.22,18.12,7409.59,0.12,411.64,0,2,3,0,14,9,55,26,1,false
16,4,4,1,135,675,0.04,24.37,27.7,16447.5,0.23,913.75,0,3,4,0,17,15,92,43,7,false
9,1,1,1,25,104.25,0.2,5,20.85,521.24,0.03,28.96,0,0,0,0,9,9,15,10,1,false
6,1,1,1,19,70.31,0.29,3.43,20.51,241.06,0.02,13.39,0,0,0,0,6,7,11,8,1,false
30,7,3,4,171,955.03,0.03,30.04,31.79,28687.59,0.32,1593.75,0,2,7,0,22,26,100,71,13,false
14,2,1,2,20,71.7,0.35,2.86,25.09,204.86,0.02,11.38,0,0,2,0,5,7,12,8,3,false
56,22,1,12,455,2982.34,0.02,53.98,55.25,160995.7,0.99,8944.21,0,1,10,0,35,59,273,182,40,false
21,3,1,3,214,1207.79,0.04,26.67,45.29,32207.61,0.4,1789.31,1,10,7,0,20,30,134,80,5,false
14,1,1,1,80,380.39,0.11,9.5,40.04,3613.71,0.13,200.76,3,12,7,0,9,18,42,38,1,false
7,1,1,1,8,24,0.5,2,12,48,0.01,2.67,0,0,1,0,4,4,4,4,1,false
16,3,3,1,40,169.92,0.17,5.85,29.05,994.02,0.06,55.22,0,0,3,0,9,10,27,13,5,false
22,3,1,3,229,1335.73,0.04,25.08,53.25,33504.61,0.45,1861.37,1,4,5,0,21,36,143,86,5,false
27,4,1,3,75,360.55,0.09,11.7,30.82,4218.45,0.12,234.36,0,3,9,0,13,15,48,27,7,false
3,1,1,1,12,39.86,0.29,3.5,11.39,139.52,0.01,7.75,0,0,0,0,7,3,9,3,1,false
7,2,1,1,27,105.49,0.08,12,8.79,1265.83,0.04,70.32,0,0,1,0,10,5,15,12,3,false
3,1,1,1,14,48.43,0.23,4.38,11.07,211.89,0.02,11.77,0,0,0,0,7,4,9,5,1,false
7,1,1,1,29,110.41,0.21,4.88,22.65,538.26,0.04,29.9,0,0,0,0,6,8,16,13,1,false
9,3,1,1,41,170.97,0.07,14.14,12.09,2417.96,0.06,134.33,0,0,1,0,11,7,23,18,5,false
11,3,1,1,49,215.22,0.07,14.67,14.67,3156.61,0.07,175.37,0,0,1,0,12,9,27,22,5,false
4,1,1,1,13,39,0.33,3,13,117,0.01,6.5,0,0,0,0,4,4,7,6,1,false
3,1,1,1,7,19.65,0.4,2.5,7.86,49.13,0.01,2.73,0,0,0,0,5,2,5,2,1,false
12,3,1,1,51,227.43,0.1,10.42,21.83,2369.07,0.08,131.62,0,0,1,0,10,12,26,25,5,false
31,4,1,2,141,829.45,0.05,21.52,38.55,17846.19,0.28,991.46,1,19,15,0,27,32,90,51,7,true
29,5,1,3,111,641.73,0.08,12.33,52.03,7914.68,0.21,439.7,4,22,27,0,22,33,74,37,9,true
71,10,8,9,211,1251.39,0.04,27.11,46.15,33930.43,0.42,1885.02,6,45,30,0,26,35,138,73,19,true
15,2,1,2,74,385.5,0.07,14.25,27.05,5493.37,0.13,305.19,0,7,9,0,19,18,47,27,3,true
33,6,1,5,172,989.84,0.05,18.46,53.63,18269.63,0.33,1014.98,7,30,31,0,19,35,104,68,11,true
92,4,1,4,822,6234.84,0.04,26.64,234.02,166113.93,2.08,9228.55,7,46,62,0,24,168,449,373,7,true
44,7,1,7,269,1746.31,0.05,22.12,78.96,38620.28,0.58,2145.57,6,14,36,0,25,65,154,115,13,true
143,13,1,12,695,4996.93,0.04,28.52,175.18,142535.33,1.67,7918.63,11,57,93,0,24,122,405,290,25,true
196,37,21,26,1177,9135.35,0.01,71.54,127.7,653537.1,3.05,36307.62,14,170,155,0,52,165,723,454,71,true
12,1,1,1,37,159.91,0.11,9,17.77,1439.2,0.05,79.96,0,1,7,0,12,8,25,12,1,true
12,1,1,1,37,159.91,0.11,9,17.77,1439.2,0.05,79.96,0,1,7,0,12,8,25,12,1,true
133,30,1,26,605,4185.91,0.01,77.46,54.04,324260.81,1.4,18014.49,3,91,55,0,50,71,385,220,34,true
28,3,1,2,104,557.19,0.07,15.24,36.57,8490.44,0.19,471.69,0,11,9,0,20,21,72,32,5,true
91,20,9,4,568,3740.26,0.02,51.47,72.67,192513.32,1.25,10695.18,20,96,46,0,28,68,318,250,39,true
41,4,3,3,129,745.8,0.08,13.19,56.52,9840.36,0.25,546.69,0,12,1,0,19,36,79,50,7,true
149,20,1,18,702,5081.36,0.03,29.58,171.78,150305.78,1.69,8350.32,0,62,10,0,32,119,482,220,37,true
411,73,30,41,1500,12749.77,0.02,43.41,293.68,553518.63,4.25,30751.03,45,339,42,0,48,314,932,568,141,true
121,15,3,12,537,3817.28,0.04,23.26,164.09,88801.93,1.27,4933.44,3,29,16,0,24,114,316,221,29,true
130,20,9,10,607,4282.56,0.02,51.6,83,220979.91,1.43,12276.66,23,65,12,0,38,95,349,258,37,true
79,12,4,6,201,1227.81,0.07,13.73,89.42,16858.82,0.41,936.6,14,78,2,0,17,52,117,84,23,true
57,9,1,7,213,1318.43,0.03,29.27,45.05,38588.27,0.44,2143.79,6,7,6,0,32,41,138,75,15,true
49,7,1,5,229,1341.48,0.07,13.6,98.6,18250.34,0.45,1013.91,6,4,3,0,15,43,151,78,13,true
58,10,5,1,187,1038.71,0.03,33.52,30.99,34816.7,0.35,1934.26,6,6,9,0,21,26,104,83,19,true
28,3,1,3,148,835.29,0.05,18.67,44.75,15592.09,0.28,866.23,2,11,40,0,20,30,92,56,5,true
13,3,1,3,38,164.23,0.14,7.33,22.4,1204.38,0.05,66.91,2,0,0,0,11,9,26,12,5,true
71,8,1,7,307,1993,0.05,21.94,90.85,43721.41,0.66,2428.97,6,39,25,0,26,64,199,108,15,true
22,2,1,2,114,575.06,0.06,15.43,37.27,8872.37,0.19,492.91,1,19,27,0,12,21,60,54,3,true
22,5,5,3,84,440.83,0.08,12.55,35.13,5531.32,0.15,307.3,0,17,9,0,17,21,53,31,9,true
59,7,1,7,349,2318.71,0.05,22.14,104.75,51324.87,0.77,2851.38,16,23,32,0,26,74,223,126,13,true
19,1,1,1,118,561.08,0.08,12,46.76,6732.92,0.19,374.05,1,3,10,0,8,19,61,57,1,true
89,24,9,19,402,2603.24,0.02,47.6,54.69,123914.45,0.87,6884.14,4,62,30,0,34,55,248,154,32,true
32,4,1,4,121,648.26,0.05,18.57,34.91,12037.08,0.22,668.73,3,24,13,0,19,22,78,43,7,true
74,11,11,9,354,2274.9,0.03,36.74,61.92,83581.43,0.76,4643.41,7,28,31,0,32,54,230,124,21,true
32,4,1,4,117,574.11,0.04,22.75,25.24,13060.92,0.19,725.61,0,4,17,0,14,16,65,52,5,true
107,18,9,10,516,3366.16,0.02,64.92,51.85,218524.86,1.12,12140.27,9,73,51,0,37,55,323,193,35,true
7,1,1,1,30,122.62,0.18,5.63,21.8,689.76,0.04,38.32,0,0,0,0,9,8,20,10,1,true
19,3,1,1,85,439.44,0.1,9.64,45.57,4237.49,0.15,235.42,2,22,12,0,15,21,58,27,5,true
18,3,1,3,60,297.25,0.11,9.47,31.39,2815.15,0.1,156.4,3,34,14,0,14,17,37,23,5,true
22,3,1,3,81,439.53,0.09,11.08,39.66,4871.43,0.15,270.63,3,11,10,0,19,24,53,28,5,true
20,3,1,3,64,330.88,0.1,10.5,31.51,3474.19,0.11,193.01,2,19,8,0,18,18,43,21,5,true
8,1,1,1,24,103.73,0.2,5,20.75,518.63,0.03,28.81,0,7,7,0,10,10,14,10,1,true
44,8,4,7,159,971.26,0.08,13.06,74.36,12685.78,0.32,704.77,2,31,10,0,20,49,95,64,15,true
91,18,7,16,591,4176.06,0.05,21.41,195.05,89412.4,1.39,4967.36,4,18,4,0,22,112,373,218,35,true
47,3,1,3,256,1563.78,0.04,28,55.85,43785.9,0.52,2432.55,2,13,2,0,23,46,144,112,5,true
24,4,3,3,107,587.63,0.05,19.13,30.72,11241.58,0.2,624.53,1,7,4,0,22,23,67,40,7,true
82,11,3,10,475,3155.83,0.02,44.71,70.59,141084.24,1.05,7838.01,9,59,35,0,32,68,285,190,21,true
10,2,1,1,32,150.41,0.15,6.5,23.14,977.69,0.05,54.32,1,12,4,0,13,13,19,13,3,true
28,6,5,5,104,564.33,0.06,16.09,35.08,9078.38,0.19,504.35,2,7,0,0,20,23,67,37,11,true