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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: PC1/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 JM1, Naive Bayes generated PDs of 20% with PF of 25%
%
% -- 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:
%
% -- Data from C functions. flight software
% for earth orbiting satellite.
%
% -- 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: 1109
% 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: 77 = 6.94%
% true: 1032 = 93.05%
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
@relation PC1
@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 locCodeAndComment numeric
@attribute lOBlank 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
91,9,3,2,318,2089.21,0.04,27.68,75.47,57833.24,0.7,3212.96,80,44,11,31,29,66,192,126,17,true
109,21,5,18,381,2547.56,0.04,28.37,89.79,72282.68,0.85,4015.7,97,41,12,24,28,75,229,152,38,true
505,106,41,82,2339,20696.93,0.01,75.93,272.58,1571506.88,6.9,87305.94,457,71,48,49,64,397,1397,942,178,true
107,25,7,14,619,4282.78,0.02,52.91,80.95,226588.75,1.43,12588.26,103,32,4,39,35,86,359,260,40,true
74,11,1,8,294,1917.93,0.03,28.77,66.66,55178.46,0.64,3065.47,60,71,14,49,29,63,169,125,21,true
602,136,123,123,2785,25942.69,0.01,105.26,246.47,2730637.23,8.65,151702.06,600,40,2,225,99,538,1641,1144,236,true
29,2,1,2,140,718.1,0.1,9.93,72.35,7127.8,0.24,395.99,28,3,1,8,8,27,73,67,3,true
36,3,1,1,254,1447.91,0.04,23.72,61.05,34338.99,0.48,1907.72,34,2,2,10,15,37,137,117,5,true
70,11,1,6,434,3047.71,0.04,26.63,114.46,81152.69,1.02,4508.48,57,14,13,18,28,102,240,194,21,true
109,20,12,4,223,1322.55,0.04,23.91,55.32,31619.49,0.44,1756.64,89,32,20,17,23,38,144,79,39,true
37,3,1,3,187,1095.44,0.04,24.97,43.87,27356.45,0.37,1519.8,35,15,2,24,21,37,99,88,5,true
90,29,8,9,488,3387.95,0.05,20.69,163.74,70100.61,1.13,3894.48,66,38,24,17,21,102,287,201,57,true
19,2,1,2,71,351.75,0.08,12.66,27.79,4451.81,0.12,247.32,18,25,1,9,15,16,44,27,3,true
152,21,4,5,430,2850.62,0.03,33.3,85.6,94929.66,0.95,5273.87,150,62,2,39,26,73,243,187,41,true
22,5,5,4,100,539.23,0.07,13.94,38.68,7516.89,0.18,417.61,22,0,0,12,17,25,59,41,9,true
69,12,1,1,536,3745.93,0.04,23.38,160.24,87570.07,1.25,4865,68,15,1,17,21,106,300,236,23,true
49,9,1,8,191,1166.73,0.05,21.31,54.76,24859.27,0.39,1381.07,46,1,3,10,25,44,116,75,12,true
48,3,1,2,248,1470.82,0.03,33.59,43.78,49408.04,0.49,2744.89,37,27,11,23,23,38,137,111,5,true
128,19,1,3,494,3310.02,0.02,50.76,65.2,168007.02,1.1,9333.72,107,62,21,34,34,70,285,209,37,true
32,6,1,5,186,1116,0.03,30.72,36.33,34286,0.37,1904.78,30,6,2,11,28,36,107,79,11,true
38,6,6,6,244,1447.1,0.05,21.71,66.64,31422.74,0.48,1745.71,38,6,0,20,19,42,148,96,11,true
34,6,6,6,176,1026.58,0.06,17,60.39,17452.01,0.34,969.56,34,5,0,19,19,38,108,68,11,true
16,3,1,3,60,300,0.11,9.33,32.14,2800,0.1,155.56,16,0,0,8,14,18,36,24,5,true
15,4,3,2,86,457.69,0.07,14.73,31.08,6740.46,0.15,374.47,14,6,1,8,18,22,50,36,7,true
14,3,1,3,47,215.49,0.16,6.43,33.52,1385.31,0.07,76.96,14,0,0,7,10,14,29,18,5,true
22,5,5,4,100,535.76,0.07,14.52,36.9,7779.61,0.18,432.2,22,0,0,13,17,24,59,41,9,true
22,3,1,3,74,370,0.12,8.11,45.57,3004.05,0.12,166.89,22,0,0,15,11,21,43,31,5,true
12,2,1,2,41,187.98,0.16,6.07,30.96,1141.33,0.06,63.41,12,0,0,8,10,14,24,17,3,true
25,8,1,4,110,611,0.08,12.13,50.38,7410.9,0.2,411.72,20,9,5,3,16,31,63,47,15,true
23,4,1,4,101,544.62,0.08,12.22,44.56,6656.52,0.18,369.81,23,0,0,12,15,27,57,44,7,true
8,1,1,1,49,238.04,0.14,7.03,33.87,1672.9,0.08,92.94,8,4,0,6,11,18,26,23,1,true
47,7,1,6,149,890.61,0.08,13.2,67.47,11756.11,0.3,653.12,40,4,7,9,18,45,83,66,13,true
19,3,3,2,77,391.73,0.08,12.25,31.98,4798.75,0.13,266.6,15,14,4,28,14,20,42,35,5,true
64,8,1,8,198,1174.29,0.04,22.28,52.7,26165.5,0.39,1453.64,48,73,16,32,22,39,119,79,12,true
110,25,21,9,663,4404.88,0.02,45.1,97.66,198677.1,1.47,11037.62,97,23,13,37,23,77,361,302,49,true
58,6,1,3,314,1961.85,0.05,20,98.09,39236.98,0.65,2179.83,58,17,0,18,16,60,164,150,11,true
167,26,1,23,671,4888.5,0.04,22.35,218.7,109272.46,1.63,6070.69,166,49,1,39,20,136,367,304,51,true
60,12,4,7,183,1080.96,0.04,26.43,40.9,28568.25,0.36,1587.13,58,0,2,13,25,35,109,74,16,true
14,3,1,1,46,218.72,0.08,12.5,17.5,2734.06,0.07,151.89,13,3,1,2,15,12,26,20,5,true
15,1,1,1,53,232.79,0.26,3.91,59.59,909.35,0.08,50.52,13,7,2,8,5,16,28,25,1,true
120,7,3,4,1002,7090.97,0.02,59.93,118.33,424927.99,2.36,23607.11,120,42,0,36,28,107,544,458,13,true
28,6,1,5,86,477.69,0.07,13.73,34.79,6559.11,0.16,364.4,28,0,0,7,21,26,52,34,8,true
64,12,8,7,368,2358.66,0.03,36.58,64.48,86270.84,0.79,4792.82,54,18,10,80,26,59,202,166,23,true
61,7,1,4,304,1893.56,0.05,19.66,96.31,37229.33,0.63,2068.3,49,0,12,11,16,59,159,145,13,true
3,1,1,1,10,33.22,0.33,3,11.07,99.66,0.01,5.54,3,0,0,1,6,4,6,4,1,true
141,24,9,18,657,4553.49,0.02,51.91,87.72,236376.96,1.52,13132.05,141,50,0,56,32,90,365,292,36,true
6,1,1,1,30,139.32,0.15,6.5,21.43,905.55,0.05,50.31,6,1,0,7,13,12,18,12,1,true
93,17,4,12,409,2680.83,0.03,38.18,70.21,102358.84,0.89,5686.6,93,27,0,31,28,66,229,180,24,true
6,1,1,1,30,139.32,0.15,6.5,21.43,905.55,0.05,50.31,6,1,0,7,13,12,18,12,1,true
31,7,4,4,108,603.18,0.07,14.1,42.78,8504.78,0.2,472.49,28,1,3,9,18,30,61,47,13,true
153,25,6,13,841,5942.58,0.02,61.92,95.98,367939.9,1.98,20441.11,153,55,0,55,33,101,462,379,40,true
63,17,9,7,429,2843.99,0.03,32,88.87,91007.81,0.95,5055.99,57,6,6,5,24,75,229,200,33,true
106,29,20,5,539,3676.08,0.03,39.86,92.23,146524.08,1.23,8140.23,106,39,0,32,28,85,297,242,57,true
23,5,4,3,113,650.3,0.05,20.26,32.1,13174.23,0.22,731.9,21,8,2,9,25,29,66,47,9,true
29,5,5,5,164,920.81,0.05,20.61,44.67,18980.62,0.31,1054.48,29,9,0,7,18,31,93,71,9,true
84,9,1,3,876,6498.04,0.02,46.39,140.08,301439.38,2.17,16746.63,84,20,0,27,31,140,457,419,17,true
17,1,1,1,102,550.02,0.07,13.54,40.63,7446.38,0.18,413.69,16,9,1,12,16,26,58,44,1,true
6,1,1,1,11,34.87,0.5,2,17.43,69.74,0.01,3.87,6,0,0,0,4,5,6,5,1,true
15,4,3,2,86,457.69,0.07,14.73,31.08,6740.46,0.15,374.47,14,5,1,7,18,22,50,36,7,true
29,5,5,5,146,815.4,0.05,18.6,43.84,15166.52,0.27,842.58,29,7,0,5,18,30,84,62,9,true
5,1,1,1,11,34.87,0.5,2,17.43,69.74,0.01,3.87,5,0,0,0,4,5,6,5,1,true
15,3,1,3,53,249.12,0.13,7.7,32.35,1918.25,0.08,106.57,15,0,0,9,11,15,32,21,5,true
5,1,1,1,11,34.87,0.5,2,17.43,69.74,0.01,3.87,5,0,0,0,4,5,6,5,1,true
6,1,1,1,11,34.87,0.5,2,17.43,69.74,0.01,3.87,6,0,0,0,4,5,6,5,1,true
23,4,1,4,101,548.05,0.08,11.79,46.5,6459.19,0.18,358.84,23,0,0,12,15,28,57,44,7,true
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43,9,7,7,186,1084.92,0.07,13.35,81.27,14482.39,0.36,804.58,43,1,0,16,14,43,104,82,17,true
14,4,1,2,69,353.92,0.09,10.88,32.54,3848.89,0.12,213.83,12,7,2,4,15,20,40,29,7,true
16,5,1,2,90,482.18,0.08,12.16,39.65,5863.3,0.16,325.74,13,4,3,3,16,25,52,38,9,true
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24,4,1,1,116,585.15,0.06,16,36.57,9362.4,0.2,520.13,19,6,5,7,12,21,60,56,7,true
17,4,1,1,79,391.38,0.08,12.28,31.88,4805.3,0.13,266.96,15,6,2,8,13,18,45,34,7,true
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27,7,1,4,94,506.88,0.05,21.45,23.63,10872.53,0.17,604.03,27,4,0,20,22,20,55,39,12,true
6,1,1,1,11,34.87,0.5,2,17.43,69.74,0.01,3.87,6,0,0,0,4,5,6,5,1,true
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29,6,1,3,79,398.51,0.08,12.92,30.85,5147.38,0.13,285.97,29,2,0,21,15,18,48,31,8,false
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3,1,1,1,12,41.51,0.29,3.5,11.86,145.3,0.01,8.07,3,0,0,1,7,4,8,4,1,false
10,1,1,1,37,167.37,0.14,7.09,23.6,1186.82,0.06,65.93,10,19,0,11,12,11,24,13,1,false
35,7,5,7,148,843.67,0.06,15.62,54.02,13176.06,0.28,732,34,5,1,22,18,34,89,59,13,false
23,6,5,4,85,446.07,0.1,9.92,44.98,4423.57,0.15,245.75,22,5,1,13,14,24,51,34,11,false
0,1,1,1,2,2,0,0,0,0,0,0,0,0,0,0,2,0,2,0,1,false
0,1,1,1,2,2,0,0,0,0,0,0,0,0,0,0,2,0,2,0,1,false
0,1,1,1,2,2,0,0,0,0,0,0,0,0,0,0,2,0,2,0,1,false
63,11,5,6,267,1692.74,0.03,33.53,50.49,56756.57,0.56,3153.14,63,10,0,31,30,51,153,114,16,false
22,3,1,2,55,241.58,0.12,8.64,27.97,2086.35,0.08,115.91,17,9,5,7,10,11,36,19,5,false
0,1,1,1,2,2,0,0,0,0,0,0,0,0,0,0,2,0,2,0,1,false
8,3,1,3,48,214.05,0.08,12,17.84,2568.63,0.07,142.7,8,0,0,0,11,11,24,24,5,false
142,73,15,60,1061,8015.42,0.02,60.04,133.5,481241.52,2.67,26735.64,139,0,3,8,36,152,554,507,143,false
58,72,70,71,483,2980.07,0.03,33.23,89.69,99019.72,0.99,5501.1,58,0,0,2,17,55,268,215,143,false
22,14,9,1,102,500.5,0.03,31.95,15.66,15993.34,0.17,888.52,21,4,1,4,19,11,65,37,27,false
29,8,6,6,141,765.1,0.04,26.96,28.38,20624.52,0.26,1145.81,29,0,0,1,20,23,79,62,15,false
44,6,1,3,202,1183.31,0.06,16.4,72.17,19400.82,0.39,1077.82,44,15,0,15,15,43,108,94,11,false
0,1,1,1,2,2,0,0,0,0,0,0,0,0,0,0,2,0,2,0,1,false
5,1,1,1,7,19.65,0.5,2,9.83,39.3,0.01,2.18,5,0,0,1,4,3,4,3,1,false
7,1,1,1,28,114.45,0.24,4.2,27.25,480.69,0.04,26.7,7,9,0,6,7,10,16,12,1,false
8,1,1,1,25,97.67,0.18,5.71,17.09,558.13,0.03,31.01,8,9,0,5,8,7,15,10,1,false
16,1,1,1,54,244.27,0.12,8.08,30.24,1972.97,0.08,109.61,16,12,0,11,10,13,33,21,1,false
7,1,1,1,28,114.45,0.24,4.2,27.25,480.69,0.04,26.7,7,9,0,6,7,10,16,12,1,false
8,1,1,1,25,97.67,0.18,5.71,17.09,558.13,0.03,31.01,8,9,0,5,8,7,15,10,1,false
9,1,1,1,31,131.69,0.16,6.11,21.55,804.75,0.04,44.71,9,16,0,10,10,9,20,11,1,false
0,1,1,1,2,2,0,0,0,0,0,0,0,0,0,0,2,0,2,0,1,false
0,1,1,1,2,2,0,0,0,0,0,0,0,0,0,0,2,0,2,0,1,false
3,1,1,1,29,118.54,0.16,6.43,18.44,762.02,0.04,42.33,3,0,0,1,10,7,20,9,1,false
3,1,1,1,4,8,0.67,1.5,5.33,12,0,0.67,3,0,0,0,3,1,3,1,1,false
23,3,1,3,100,495.42,0.08,13.2,37.53,6539.54,0.17,363.31,23,2,0,7,11,20,52,48,5,false
14,2,1,2,63,272.28,0.07,15,18.15,4084.22,0.09,226.9,14,0,0,2,10,10,33,30,3,false
3,1,1,1,5,11.61,0.67,1.5,7.74,17.41,0,0.97,3,0,0,0,3,2,3,2,1,false
0,1,1,1,5,11.61,0.5,2,5.8,23.22,0,1.29,0,0,0,0,4,1,4,1,1,false
27,8,1,8,127,713.07,0.04,22.41,31.82,15978.01,0.24,887.67,27,0,0,2,22,27,72,55,15,false
18,5,3,3,97,512.67,0.05,18.86,27.19,9667.76,0.17,537.1,18,3,0,9,18,21,53,44,9,false
53,3,3,2,296,1907.11,0.06,16.76,113.81,31957.74,0.64,1775.43,51,26,2,48,17,70,158,138,5,false
253,33,13,27,1054,8002.45,0.01,72.75,109.99,582205.62,2.67,32344.76,218,159,35,17,47,146,602,452,51,false
11,2,1,2,40,180.94,0.15,6.87,26.32,1243.98,0.06,69.11,11,14,0,7,11,12,25,15,3,false
10,1,1,1,39,162.63,0.17,5.73,28.4,931.41,0.05,51.74,10,9,0,7,7,11,21,18,1,false
17,1,1,1,60,285.29,0.1,10.21,27.93,2914.07,0.1,161.89,17,18,0,11,13,14,38,22,1,false
11,2,1,2,40,180.94,0.15,6.87,26.32,1243.98,0.06,69.11,11,14,0,7,11,12,25,15,3,false
10,1,1,1,39,162.63,0.17,5.73,28.4,931.41,0.05,51.74,10,9,0,7,7,11,21,18,1,false
15,1,1,1,48,210.83,0.12,8.18,25.77,1724.98,0.07,95.83,15,12,0,14,10,11,30,18,1,false
19,3,1,3,134,727.12,0.09,10.84,67.09,7881.04,0.24,437.84,19,0,0,3,12,31,78,56,5,false
28,2,1,2,175,955.4,0.07,14.63,65.33,13972.73,0.32,776.26,26,0,2,10,12,32,97,78,3,false
4,1,1,1,11,34.87,0.4,2.5,13.95,87.17,0.01,4.84,4,2,0,1,5,4,7,4,1,false
4,1,1,1,12,39.86,0.33,3,13.29,119.59,0.01,6.64,2,3,2,1,6,4,8,4,1,false
62,6,1,5,268,1703.82,0.04,25.45,66.95,43359.38,0.57,2408.85,59,6,3,16,24,58,145,123,11,false
3,2,1,2,5,11.61,0.5,2,5.8,23.22,0,1.29,3,0,0,1,4,1,4,1,3,false
0,1,1,1,5,11.61,0.5,2,5.8,23.22,0,1.29,0,0,0,0,4,1,4,1,1,false
13,3,1,3,50,219.62,0.09,10.91,20.13,2395.81,0.07,133.1,13,1,0,2,10,11,26,24,5,false
16,2,1,2,185,1003.86,0.06,16.47,60.96,16530.21,0.33,918.35,16,8,0,10,13,30,109,76,3,false
5,1,1,1,12,39.86,0.21,4.67,8.54,186.03,0.01,10.33,5,0,0,2,7,3,8,4,1,false
15,3,1,2,45,200.67,0.1,10.5,19.11,2107.08,0.07,117.06,14,0,1,2,11,11,24,21,5,false
91,16,7,10,424,2581.08,0.02,58.5,44.12,150993.43,0.86,8388.52,83,19,8,42,26,42,235,189,24,false
26,5,1,5,86,460.75,0.09,10.67,43.17,4917.61,0.15,273.2,26,18,0,14,15,26,49,37,9,false
11,1,1,1,44,196.21,0.25,3.94,49.83,772.6,0.07,42.92,10,15,1,11,6,16,23,21,1,false
16,1,1,1,54,244.27,0.11,9.17,26.65,2239.16,0.08,124.4,16,15,0,12,11,12,34,20,1,false
26,5,1,5,86,460.75,0.09,10.67,43.17,4917.61,0.15,273.2,26,18,0,14,15,26,49,37,9,false
11,1,1,1,44,193.26,0.24,4.2,46.01,811.7,0.06,45.09,10,15,1,13,6,15,23,21,1,false
17,1,1,1,60,285.29,0.1,10.21,27.93,2914.07,0.1,161.89,17,18,0,11,13,14,38,22,1,false
20,9,9,4,115,616.12,0.05,19.57,31.49,12054.49,0.21,669.69,20,5,0,11,18,23,65,50,17,false
23,3,3,3,107,557.41,0.06,16.37,34.03,9130.93,0.19,507.27,22,1,1,3,16,21,64,43,5,false
30,7,5,5,124,688.77,0.07,13.68,50.36,9420.58,0.23,523.37,29,0,1,11,16,31,71,53,13,false
29,6,5,2,159,873.2,0.04,24,36.38,20956.91,0.29,1164.27,29,6,0,9,18,27,87,72,11,false
8,1,1,1,25,97.67,0.27,3.67,26.64,358.13,0.03,19.9,6,2,2,1,6,9,14,11,1,false
8,2,1,1,27,114.69,0.15,6.67,17.2,764.63,0.04,42.48,8,0,0,0,10,9,15,12,3,false
43,13,3,9,176,1047.94,0.05,20.63,50.81,21613.73,0.35,1200.76,43,0,0,1,22,40,101,75,19,false
45,12,1,5,221,1359.09,0.03,28.6,47.52,38870.09,0.45,2159.45,43,2,2,4,26,45,122,99,20,false
21,8,4,2,83,411.2,0.04,26.13,15.74,10742.56,0.14,596.81,20,1,1,4,19,12,50,33,15,false
3,1,1,1,19,63.12,0.33,3,21.04,189.35,0.02,10.52,3,0,0,0,4,6,10,9,1,false
33,9,1,6,96,484.26,0.1,10,48.43,4842.62,0.16,269.03,33,5,0,13,11,22,56,40,17,false
46,8,1,5,176,1022.09,0.04,24.91,41.03,25462.18,0.34,1414.57,45,7,1,23,22,34,99,77,11,false
18,6,1,4,75,360.55,0.11,8.89,40.56,3204.9,0.12,178.05,15,5,3,3,10,18,43,32,11,false
45,5,1,3,128,736.63,0.07,14.66,50.26,10796.83,0.25,599.82,36,0,9,1,19,35,74,54,13,false
19,2,1,1,118,636.29,0.06,16.62,38.3,10572.26,0.21,587.35,16,16,3,17,16,26,64,54,3,false
8,1,1,1,33,142.62,0.21,4.67,30.56,665.58,0.05,36.98,8,12,0,8,8,12,19,14,1,false
5,1,1,1,13,43.19,0.27,3.75,11.52,161.94,0.01,9,4,1,1,2,6,4,8,5,1,false
11,1,1,1,41,190.4,0.14,6.92,27.5,1318.14,0.06,73.23,11,18,0,11,12,13,26,15,1,false
8,1,1,1,33,142.62,0.21,4.67,30.56,665.58,0.05,36.98,8,12,0,8,8,12,19,14,1,false
5,1,1,1,13,43.19,0.27,3.75,11.52,161.94,0.01,9,4,1,1,2,6,4,8,5,1,false
16,1,1,1,54,244.27,0.11,9.17,26.65,2239.16,0.08,124.4,16,15,0,12,11,12,34,20,1,false
19,3,1,2,161,899.18,0.06,15.45,58.18,13896.4,0.3,772.02,19,13,0,12,15,33,93,68,5,false
27,3,1,3,110,554.88,0.08,12.29,45.16,6817.14,0.18,378.73,27,1,0,4,12,21,67,43,5,false
10,1,1,1,37,148,0.14,7,21.14,1036,0.05,57.56,9,2,1,3,8,8,23,14,1,false
7,2,1,2,40,175.69,0.16,6.38,27.56,1120.04,0.06,62.22,7,3,0,1,9,12,23,17,3,false
17,4,1,3,63,284.98,0.09,11.15,25.55,3178.67,0.09,176.59,17,0,0,0,10,13,34,29,7,false
8,1,1,1,51,216.64,0.22,4.46,48.53,967.16,0.07,53.73,8,0,0,0,5,14,26,25,1,false
21,8,4,2,83,411.2,0.04,26.13,15.74,10742.56,0.14,596.81,20,1,1,4,19,12,50,33,15,false
13,3,3,3,53,249.12,0.08,12.83,19.41,3197.08,0.08,177.62,13,0,0,1,14,12,31,22,5,false
27,8,4,6,105,579.97,0.06,16.8,34.52,9743.56,0.19,541.31,25,0,2,9,21,25,65,40,12,false
14,1,1,1,99,499.4,0.08,12.86,38.84,6420.79,0.17,356.71,14,10,0,22,12,21,54,45,1,false
14,5,1,2,66,317.29,0.05,20,15.86,6345.71,0.11,352.54,12,4,2,6,16,12,36,30,9,false
28,3,1,2,123,667.43,0.11,8.79,75.95,5865.3,0.22,325.85,27,9,1,14,10,33,65,58,5,false
25,6,5,3,93,494.94,0.09,11.31,43.77,5596.62,0.16,310.92,18,1,7,2,14,26,51,42,11,false
19,5,1,2,91,437.47,0.04,24.81,17.63,10852.6,0.15,602.92,16,1,3,5,15,13,48,43,9,false
7,1,1,1,28,114.45,0.24,4.2,27.25,480.69,0.04,26.7,7,9,0,6,7,10,16,12,1,false
6,1,1,1,17,56.47,0.19,5.25,10.76,296.48,0.02,16.47,4,0,2,2,6,4,10,7,1,false
9,1,1,1,31,131.69,0.16,6.11,21.55,804.75,0.04,44.71,9,13,0,9,10,9,20,11,1,false
7,1,1,1,28,114.45,0.24,4.2,27.25,480.69,0.04,26.7,7,9,0,6,7,10,16,12,1,false
6,1,1,1,17,56.47,0.19,5.25,10.76,296.48,0.02,16.47,4,0,2,2,6,4,10,7,1,false
7,1,1,1,29,120.93,0.16,6.25,19.35,755.8,0.04,41.99,7,12,0,12,10,8,19,10,1,false
32,9,1,7,98,498.57,0.1,9.8,50.85,4888.17,0.17,271.56,32,4,0,13,11,23,57,41,17,false
32,7,1,3,120,642.91,0.06,16.96,37.91,10903.69,0.21,605.76,32,8,0,19,16,25,67,53,13,false
64,8,4,2,275,1662.21,0.02,40.3,41.25,66987,0.55,3721.5,62,35,2,19,26,40,151,124,15,false
7,2,1,2,16,57.36,0.33,3,19.12,172.08,0.02,9.56,7,0,0,2,6,6,10,6,3,false
4,2,1,2,13,44.97,0.19,5.25,8.57,236.11,0.01,13.12,4,0,0,0,7,4,7,6,3,false
5,1,1,1,13,43.19,0.17,5.83,7.4,251.91,0.01,14,5,1,0,0,7,3,8,5,1,false
10,2,1,2,54,247.59,0.15,6.5,38.09,1609.32,0.08,89.41,10,0,0,1,8,16,28,26,3,false
10,4,1,1,48,200.16,0.04,23.4,8.55,4683.66,0.07,260.2,10,0,0,1,13,5,30,18,7,false
13,7,4,7,91,450.83,0.03,30.08,14.99,13562.53,0.15,753.47,13,0,0,2,19,12,53,38,13,false
8,4,1,4,28,106.61,0.22,4.5,23.69,479.73,0.04,26.65,5,5,3,6,6,8,16,12,7,false
18,5,3,2,72,356.7,0.07,13.59,26.25,4846.95,0.12,269.28,14,6,4,10,14,17,39,33,9,false
5,1,1,1,12,38.04,0.32,3.12,12.17,118.87,0.01,6.6,5,1,0,2,5,4,7,5,1,false
5,1,1,1,12,38.04,0.32,3.12,12.17,118.87,0.01,6.6,5,1,0,2,5,4,7,5,1,false
11,1,1,1,41,190.4,0.14,6.92,27.5,1318.14,0.06,73.23,11,18,0,11,12,13,26,15,1,false
24,7,4,5,93,504.64,0.06,15.65,32.24,7898.75,0.17,438.82,22,0,2,8,20,23,57,36,11,false
12,3,3,1,36,152.93,0.13,7.78,19.66,1189.42,0.05,66.08,12,4,0,3,10,9,22,14,5,false
3,1,1,1,14,46.51,0.33,3,15.5,139.52,0.02,7.75,1,0,2,0,5,5,8,6,1,false
64,8,4,2,260,1565.82,0.03,37.19,42.11,58228.77,0.52,3234.93,62,38,2,19,25,40,141,119,15,false
12,3,1,2,58,284.6,0.09,11.09,25.67,3155.71,0.09,175.32,11,0,1,0,13,17,29,29,5,false
19,9,6,4,145,786.81,0.04,27.71,28.4,21801.15,0.26,1211.17,19,0,0,2,19,24,75,70,17,false
0,2,1,1,12,39.86,0.33,3,13.29,119.59,0.01,6.64,0,0,0,0,6,4,8,4,3,false
46,14,9,4,238,1533.42,0.04,22.38,68.52,34316.47,0.51,1906.47,46,8,0,42,25,62,127,111,27,false
72,21,1,6,371,2431.75,0.06,16.92,143.69,41152.73,0.81,2286.26,62,16,10,10,16,78,206,165,41,false
47,10,9,7,230,1414.44,0.06,15.9,88.97,22487.01,0.47,1249.28,47,15,0,18,17,54,129,101,19,false
72,3,1,1,412,2681.21,0.05,19.74,135.85,52918.65,0.89,2939.92,65,5,7,10,15,76,212,200,4,false
41,8,3,4,134,784.97,0.06,17.42,45.07,13671.55,0.26,759.53,37,8,4,21,22,36,77,57,14,false
6,1,1,1,16,50.72,0.23,4.38,11.59,221.89,0.02,12.33,4,0,2,2,5,4,9,7,1,false
6,1,1,1,16,50.72,0.23,4.38,11.59,221.89,0.02,12.33,4,0,2,2,5,4,9,7,1,false
9,1,1,1,31,131.69,0.16,6.11,21.55,804.75,0.04,44.71,9,13,0,9,10,9,20,11,1,false
12,1,1,1,44,196.21,0.08,12.28,15.98,2409.08,0.07,133.84,12,5,0,7,13,9,27,17,1,false
123,27,8,27,388,2707.18,0.02,42.84,63.2,115969.02,0.9,6442.72,122,6,1,30,46,80,239,149,36,false
24,4,1,4,109,602.07,0.06,16.14,37.27,9725.72,0.2,540.32,24,1,0,9,20,26,67,42,5,false
24,8,3,2,136,660.69,0.02,43.21,15.29,28547.12,0.22,1585.95,24,0,0,0,17,12,75,61,15,false
19,5,1,5,111,590.73,0.08,13,45.44,7679.54,0.2,426.64,19,0,0,1,13,27,57,54,9,false
15,2,1,2,62,287.92,0.09,11.39,25.27,3280.22,0.1,182.23,15,0,0,2,11,14,33,29,3,false
0,2,1,1,12,38.04,0.25,4,9.51,152.16,0.01,8.45,0,0,0,0,6,3,8,4,3,false
0,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,1,false
6,4,4,2,35,153.73,0.13,7.7,19.97,1183.73,0.05,65.76,6,0,0,3,11,10,21,14,7,false
27,9,9,5,98,494.35,0.08,12.68,39,6265.89,0.16,348.11,27,3,0,11,13,20,59,39,17,false
17,5,5,3,61,302.21,0.09,10.78,28.03,3258.16,0.1,181.01,17,3,0,0,15,16,38,23,9,false
32,3,1,1,239,1434,0.06,15.4,93.12,22083.6,0.48,1226.87,32,21,0,48,14,50,129,110,5,false
32,3,1,1,252,1534.04,0.06,17.85,85.96,27376.73,0.51,1520.93,31,21,1,48,16,52,136,116,5,false
63,6,1,4,182,1133.65,0.15,6.87,164.89,7793.81,0.38,432.99,61,50,2,27,11,64,102,80,11,false
4,1,1,1,16,59.21,0.24,4.08,14.5,241.76,0.02,13.43,4,0,0,1,7,6,9,7,1,false
11,2,1,1,17,53.89,0.25,4,13.47,215.55,0.02,11.98,11,0,0,1,6,3,13,4,3,false
7,2,1,2,24,96,0.22,4.5,21.33,432,0.03,24,6,3,1,4,8,8,15,9,3,false
25,6,4,2,175,1016.29,0.05,18.95,53.64,19255.97,0.34,1069.78,23,13,2,8,18,38,95,80,11,false
4,1,1,1,11,34.87,0.25,4,8.72,139.48,0.01,7.75,4,0,0,0,6,3,7,4,1,false
21,7,1,6,139,763.37,0.05,18.48,41.3,14109.14,0.25,783.84,21,0,0,1,16,29,72,67,13,false
11,2,1,2,34,141.78,0.16,6.4,22.15,907.38,0.05,50.41,11,0,0,1,8,10,18,16,3,false
0,2,1,1,12,38.04,0.25,4,9.51,152.16,0.01,8.45,0,0,0,0,6,3,8,4,3,false
66,28,22,17,366,2358.12,0.02,46.25,50.98,109073.64,0.79,6059.65,66,7,0,8,32,55,207,159,52,false
40,9,1,5,247,1508.81,0.03,31.25,48.28,47150.17,0.5,2619.45,40,3,0,17,25,44,137,110,17,false
42,6,1,3,242,1386.16,0.03,38.68,35.84,53612.97,0.46,2978.5,40,16,2,14,22,31,133,109,11,false
16,1,1,1,67,294.29,0.21,4.69,62.78,1379.46,0.1,76.64,16,1,0,2,5,16,37,30,1,false
5,2,1,1,18,68.53,0.17,6,11.42,411.19,0.02,22.84,5,1,0,2,8,6,9,9,3,false
19,5,5,3,70,346.79,0.09,11.53,30.08,3998.33,0.12,222.13,19,4,0,0,14,17,42,28,9,false
28,5,1,5,113,605.4,0.06,17.35,34.89,10506.27,0.2,583.68,28,10,0,6,17,24,64,49,6,false
28,5,1,5,113,605.4,0.06,17.35,34.89,10506.27,0.2,583.68,28,10,0,6,17,24,64,49,6,false
17,3,1,1,40,180.94,0.11,8.73,20.73,1579.13,0.06,87.73,17,7,0,5,12,11,24,16,5,false
9,1,1,1,25,92.51,0.5,2,46.26,185.02,0.03,10.28,9,0,0,2,4,9,16,9,1,false
35,7,3,6,167,956.56,0.04,27.98,34.18,26767.81,0.32,1487.1,33,25,2,23,23,30,94,73,13,false
6,1,1,1,25,83.05,0.25,4,20.76,332.19,0.03,18.46,6,0,0,1,4,6,13,12,1,false
11,1,1,1,86,421.99,0.08,13,32.46,5485.9,0.14,304.77,11,1,0,2,12,18,47,39,1,false
42,7,1,7,156,880.44,0.04,24.62,35.76,21677.08,0.29,1204.28,42,7,0,14,21,29,88,68,9,false
21,5,3,4,53,246.12,0.07,15,16.41,3691.87,0.08,205.1,21,5,0,9,15,10,33,20,9,false
21,7,6,3,70,325.07,0.06,16.25,20,5282.39,0.11,293.47,21,0,0,1,13,12,40,30,13,false
0,2,1,1,12,38.04,0.25,4,9.51,152.16,0.01,8.45,0,0,0,0,6,3,8,4,3,false
36,15,1,8,193,1094.78,0.04,27.02,40.52,29576.11,0.36,1643.12,36,5,0,4,19,32,102,91,29,false
37,8,3,7,250,1561.98,0.04,24.23,64.45,37848.02,0.52,2102.67,37,5,0,18,24,52,145,105,15,false
12,4,1,2,55,272.48,0.12,8.31,32.81,2263.1,0.09,125.73,10,1,2,3,13,18,32,23,7,false
21,6,4,4,80,419.83,0.06,15.5,27.09,6507.43,0.14,361.52,19,0,2,7,19,19,49,31,10,false
10,1,1,1,40,166.8,0.27,3.65,45.65,609.45,0.06,33.86,8,3,2,2,5,13,21,19,1,false
13,1,1,1,49,218.51,0.23,4.31,50.67,942.33,0.07,52.35,11,15,2,9,6,16,26,23,1,false
23,5,1,5,76,365.36,0.07,13.43,27.2,4907.99,0.12,272.67,23,7,0,10,13,15,45,31,9,false
77,11,5,3,153,863.51,0.05,19.55,44.17,16883.11,0.29,937.95,62,12,15,15,21,29,99,54,21,false
4,1,1,1,17,53.89,0.31,3.2,16.84,172.44,0.02,9.58,4,0,0,0,4,5,9,8,1,false
4,1,1,1,11,34.87,0.32,3.12,11.16,108.97,0.01,6.05,4,0,0,0,5,4,6,5,1,false
9,1,1,1,31,114.71,0.05,21.67,5.29,2485.46,0.04,138.08,9,0,0,2,10,3,18,13,1,false
0,2,1,1,12,38.04,0.25,4,9.51,152.16,0.01,8.45,0,0,0,0,6,3,8,4,3,false
21,9,4,7,94,470,0.04,23.8,19.75,11186,0.16,621.44,18,0,3,2,17,15,52,42,15,false
41,9,3,8,290,1833.36,0.04,26.36,69.56,48322.11,0.61,2684.56,41,7,0,19,24,56,167,123,17,false
46,9,1,2,161,908.66,0.04,25.98,34.97,23608.35,0.3,1311.58,45,7,1,21,23,27,100,61,10,false
4,1,1,1,15,51.89,0.28,3.6,14.41,186.81,0.02,10.38,4,0,0,3,6,5,9,6,1,false
3,1,1,1,10,31.7,0.29,3.5,9.06,110.95,0.01,6.16,3,0,0,0,7,2,8,2,1,false
12,2,1,1,27,112.59,0.16,6.25,18.01,703.67,0.04,39.09,12,0,0,2,10,8,17,10,3,false
40,9,1,5,247,1492.97,0.03,33.54,44.52,50068.96,0.5,2781.61,40,3,0,16,25,41,137,110,17,false
9,4,1,4,27,108,0.18,5.5,19.64,594,0.04,33,9,1,0,4,8,8,16,11,7,false
12,2,1,2,23,94.01,0.25,4,23.5,376.05,0.03,20.89,12,3,0,2,8,9,14,9,3,false
3,1,1,1,12,39.86,0.21,4.67,8.54,186.03,0.01,10.33,3,0,0,0,7,3,8,4,1,false
103,19,6,7,716,4670.87,0.02,43.99,106.19,205454.31,1.56,11414.13,101,37,2,31,19,73,378,338,37,false
5,2,1,2,20,78.14,0.18,5.71,13.67,446.5,0.03,24.81,5,0,0,1,8,7,10,10,3,false
16,4,3,3,69,351.03,0.1,9.9,35.44,3476.92,0.12,193.16,16,2,0,2,13,21,37,32,7,false
0,2,1,1,12,39.86,0.33,3,13.29,119.59,0.01,6.64,0,0,0,0,6,4,8,4,3,false
8,3,1,3,31,133.98,0.17,6,22.33,803.88,0.04,44.66,8,0,0,1,10,10,19,12,5,false
77,14,6,10,555,3763.65,0.02,45,83.64,169364.46,1.25,9409.14,77,9,0,25,30,80,315,240,27,false
8,1,1,1,31,124,0.5,2,62,248,0.04,13.78,8,0,0,1,4,12,19,12,1,false
15,3,1,2,51,233.83,0.09,10.58,22.11,2473.23,0.08,137.4,13,3,2,6,11,13,26,25,5,false
5,1,1,1,12,39.86,0.21,4.67,8.54,186.03,0.01,10.33,5,0,0,2,7,3,8,4,1,false
12,3,3,1,32,135.93,0.12,8.25,16.48,1121.45,0.05,62.3,12,4,0,4,11,8,20,12,5,false
44,11,3,8,324,2098.14,0.03,31.21,67.22,65489.41,0.7,3638.3,44,5,0,19,28,61,188,136,21,false
4,1,1,1,20,71.7,0.25,4,17.92,286.8,0.02,15.93,4,2,0,2,6,6,12,8,1,false
15,3,1,3,41,174.17,0.09,11,15.83,1915.82,0.06,106.43,14,1,1,5,11,8,25,16,5,false
52,4,1,1,224,1312.19,0.05,19.73,66.5,25890.47,0.44,1438.36,41,29,11,24,19,39,143,81,7,false
4,1,1,1,8,22.46,0.4,2.5,8.98,56.15,0.01,3.12,4,0,0,0,5,2,6,2,1,false
12,3,1,3,64,317.07,0.06,16,19.82,5073.1,0.11,281.84,12,0,0,1,16,15,34,30,5,false
7,3,3,3,24,98.1,0.2,5.06,19.38,496.63,0.03,27.59,7,1,0,1,9,8,15,9,5,false
8,2,1,2,29,116,0.1,10,11.6,1160,0.04,64.44,8,0,0,2,10,6,17,12,3,false
28,5,3,4,102,535.29,0.04,24.44,21.9,13084.83,0.18,726.94,28,0,0,6,20,18,58,44,9,false
155,26,17,11,604,4287.21,0.02,44.73,95.85,191759.06,1.43,10653.28,143,7,12,101,34,103,333,271,46,false
9,2,1,2,37,165,0.14,7.08,23.29,1168.74,0.05,64.93,9,2,0,4,10,12,20,17,3,false
3,1,1,1,7,19.65,0.5,2,9.83,39.3,0.01,2.18,2,0,1,1,4,3,4,3,1,false
31,3,1,1,252,1517.64,0.06,17.4,87.22,26406.88,0.51,1467.05,31,27,0,12,15,50,136,116,5,false
3,1,1,1,10,31.7,0.29,3.5,9.06,110.95,0.01,6.16,3,0,0,0,7,2,8,2,1,false
49,10,3,10,326,2094.96,0.04,25.56,81.98,53537.93,0.7,2974.33,49,8,0,19,23,63,186,140,19,false
37,6,1,2,97,541.74,0.07,13.93,38.89,7545.68,0.18,419.2,37,0,0,4,20,28,58,39,11,false
15,2,1,2,60,275.1,0.14,6.9,39.87,1898.17,0.09,105.45,13,7,2,5,9,15,37,23,3,false
18,1,1,1,84,416.15,0.11,9.05,46,3765.19,0.14,209.18,18,2,0,8,10,21,46,38,1,false
144,36,1,17,1070,7270.02,0.01,87.53,83.06,636348.83,2.42,35352.71,102,24,42,62,29,82,575,495,71,false
39,8,1,8,175,977.37,0.04,24.9,39.25,24336.47,0.33,1352.03,39,3,0,5,18,30,92,83,15,false
19,8,8,8,85,428.77,0.05,18.35,23.36,7869.25,0.14,437.18,19,1,0,1,16,17,46,39,15,false
13,2,1,1,43,188.87,0.14,7.13,26.51,1345.7,0.06,74.76,13,0,0,1,9,12,24,19,3,false
89,34,17,15,470,3199.46,0.02,53.33,59.99,170637.7,1.07,9479.87,87,0,2,12,40,72,278,192,55,false
70,20,1,19,213,1346.57,0.04,25.62,52.55,34502.44,0.45,1916.8,70,0,0,24,31,49,132,81,22,false
21,3,1,3,64,322.84,0.1,9.95,32.45,3211.42,0.11,178.41,21,1,0,3,14,19,37,27,4,false
8,1,1,1,19,60.23,0.67,1.5,40.15,90.34,0.02,5.02,8,0,0,1,3,6,13,6,1,false
40,6,3,6,273,1735.61,0.03,31.11,55.79,53996.81,0.58,2999.82,40,7,0,18,28,54,153,120,11,false
48,3,1,1,284,1815.42,0.07,15.11,120.16,27428.6,0.61,1523.81,46,8,2,13,15,69,145,139,5,false
31,3,1,1,252,1517.64,0.06,17.4,87.22,26406.88,0.51,1467.05,31,27,0,11,15,50,136,116,5,false
78,12,1,10,281,1728.08,0.03,39.72,43.51,68640.9,0.58,3813.38,76,3,2,16,28,43,159,122,19,false
5,1,1,1,12,39.86,0.21,4.67,8.54,186.03,0.01,10.33,5,0,0,2,7,3,8,4,1,false
46,10,3,9,335,2174.77,0.04,27.5,79.08,59806.2,0.72,3322.57,46,7,0,20,25,65,192,143,19,false
5,2,1,2,21,85.84,0.13,7.86,10.92,674.43,0.03,37.47,5,0,0,4,10,7,10,11,3,false
69,13,7,8,378,2441.67,0.04,26.83,90.99,65518.01,0.81,3639.89,68,34,1,26,22,66,217,161,25,false
54,7,1,6,154,894.33,0.05,20.71,43.19,18517.95,0.3,1028.77,52,12,2,12,22,34,90,64,12,false
54,5,1,1,507,3543.26,0.04,23.87,148.42,84587.05,1.18,4699.28,54,2,0,19,21,106,266,241,9,false
141,36,1,17,1056,7133.16,0.01,89.75,79.48,640223.79,2.38,35567.99,99,24,42,56,29,79,567,489,71,false
21,5,5,3,111,582.52,0.04,24,24.27,13980.48,0.19,776.69,21,0,0,1,19,19,63,48,9,false
13,3,1,3,45,200.67,0.1,10.5,19.11,2107.08,0.07,117.06,13,1,0,1,11,11,24,21,5,false
7,3,1,1,29,113.3,0.1,9.75,11.62,1104.67,0.04,61.37,7,0,0,1,9,6,16,13,5,false
10,1,1,1,32,130.8,0.26,3.82,34.26,499.41,0.04,27.75,10,0,0,3,6,11,18,14,1,false
41,2,1,2,343,2149.51,0.04,28.31,75.92,60857.94,0.72,3381,41,12,0,14,21,56,192,151,3,false
42,6,1,6,221,1401.11,0.12,8.26,169.61,11574.36,0.47,643.02,37,10,5,5,12,69,126,95,11,false
16,7,7,3,97,426.05,0.05,22,19.37,9373.21,0.14,520.73,16,2,0,8,11,10,57,40,13,false
28,7,5,7,125,694.32,0.06,15.87,43.76,11016.6,0.23,612.03,28,7,0,8,17,30,69,56,13,false
31,3,1,1,252,1517.64,0.06,17.4,87.22,26406.88,0.51,1467.05,31,27,0,12,15,50,136,116,5,false
5,2,1,2,24,101.95,0.11,9.43,10.81,961.25,0.03,53.4,5,0,0,2,12,7,13,11,3,false
8,1,1,1,25,97.67,0.18,5.71,17.09,558.13,0.03,31.01,8,0,0,2,8,7,15,10,1,false
32,4,1,4,102,556.86,0.07,13.54,41.14,7538.26,0.19,418.79,31,12,1,6,17,27,59,43,7,false
83,15,5,6,558,3537.64,0.02,40.15,88.12,142018.98,1.18,7889.94,83,34,0,24,19,62,296,262,29,false
4,1,1,1,8,20.68,0.67,1.5,13.79,31.02,0.01,1.72,4,0,0,5,3,3,5,3,1,false
39,8,5,8,134,767.54,0.05,18.7,41.04,14355.42,0.26,797.52,37,0,2,2,21,32,77,57,13,false
9,3,1,2,37,157.17,0.07,14.57,10.79,2290.24,0.05,127.24,9,1,0,1,12,7,20,17,5,false
5,1,1,1,13,39,0.33,3,13,117,0.01,6.5,5,0,0,0,4,4,7,6,1,false
3,3,1,2,32,135.93,0.11,8.89,15.29,1208.3,0.05,67.13,3,0,0,0,10,9,16,16,5,false
9,1,1,1,65,322.02,0.11,9.16,35.16,2949.05,0.11,163.84,9,2,0,5,12,19,36,29,1,false
31,7,5,4,125,660.68,0.03,32.08,20.59,21196.67,0.22,1177.59,28,19,3,14,21,18,70,55,13,false
37,14,5,1,174,817.88,0.03,29.7,27.54,24290.93,0.27,1349.5,36,20,1,16,11,15,93,81,27,false
50,10,5,7,351,2300.66,0.03,32.88,69.97,75642.93,0.77,4202.39,50,19,0,22,28,66,196,155,19,false
13,1,1,1,70,312.16,0.1,10.38,30.06,3241.66,0.1,180.09,13,0,0,6,9,13,40,30,1,false
76,8,1,4,473,2946.23,0.04,26.51,111.14,78099.28,0.98,4338.85,76,13,0,48,14,61,242,231,15,false
31,3,1,1,252,1517.64,0.06,17.4,87.22,26406.88,0.51,1467.05,31,27,0,11,15,50,136,116,5,false
79,23,1,22,243,1569.64,0.03,28.96,54.19,45461.48,0.52,2525.64,79,0,0,27,34,54,151,92,25,false
12,2,1,2,42,201.91,0.13,7.5,26.92,1514.32,0.07,84.13,11,1,1,4,12,16,22,20,3,false
5,1,1,1,8,20.68,0.5,2,10.34,41.36,0.01,2.3,5,0,0,1,4,2,6,2,1,false
44,6,1,3,182,1052.21,0.05,22.17,47.47,23323.93,0.35,1295.77,43,27,1,11,19,36,98,84,11,false
7,2,1,2,20,76.15,0.2,5,15.23,380.74,0.03,21.15,7,2,0,1,7,7,10,10,3,false
8,2,1,2,33,149.28,0.1,10.4,14.35,1552.49,0.05,86.25,8,0,0,1,13,10,17,16,3,false
14,5,3,3,56,280,0.1,10.11,27.69,2831.11,0.09,157.28,14,1,0,1,14,18,30,26,9,false
4,3,3,3,23,85.11,0.15,6.75,12.61,574.49,0.03,31.92,4,0,0,0,9,4,17,6,5,false
88,36,15,24,516,3538.72,0.03,29.92,118.25,105895.19,1.18,5883.07,84,1,4,13,23,93,274,242,71,false
31,7,5,4,125,669.69,0.03,28.88,23.19,19337.41,0.22,1074.3,26,19,5,19,21,20,70,55,13,false
40,7,3,6,167,969.83,0.06,17.53,55.34,16997.52,0.32,944.31,40,16,0,20,18,38,93,74,13,false
11,4,1,2,52,244.42,0.07,14,17.46,3421.92,0.08,190.11,9,0,2,5,14,12,28,24,7,false
21,6,5,6,110,585.41,0.07,15,39.03,8781.18,0.2,487.84,21,7,0,9,15,25,60,50,11,false
28,7,5,7,125,694.32,0.06,15.87,43.76,11016.6,0.23,612.03,28,7,0,8,17,30,69,56,13,false
50,3,1,2,440,2856.42,0.04,28,102.01,79979.63,0.95,4443.31,50,13,0,17,20,70,244,196,5,false
9,1,1,1,64,276.6,0.17,6,46.1,1659.62,0.09,92.2,9,9,0,7,6,14,36,28,1,false
33,6,5,4,108,609.54,0.11,9.14,66.7,5570.49,0.2,309.47,33,4,0,8,14,36,61,47,11,false
21,2,1,2,99,515.74,0.07,14.48,35.63,7465.89,0.17,414.77,21,3,0,8,16,21,61,38,3,false
106,48,1,2,1007,5430.06,0.01,115.43,47.04,626797.86,1.81,34822.1,103,0,3,1,13,29,492,515,95,false
6,2,1,1,21,77.71,0.07,15,5.18,1165.64,0.03,64.76,6,1,0,0,10,3,12,9,3,false
12,4,1,1,48,220.08,0.1,10.05,21.91,2210.79,0.07,122.82,12,0,0,1,13,11,31,17,7,false
6,1,1,1,10,30,0.22,4.5,6.67,135,0.01,7.5,6,0,0,2,6,2,7,3,1,false
50,20,12,7,307,1813.42,0.01,70.29,25.8,127457.2,0.6,7080.96,50,6,0,4,32,28,184,123,37,false
31,7,5,4,125,665.24,0.03,30.39,21.89,20219.83,0.22,1123.32,27,21,4,19,21,19,70,55,13,false
49,1,1,1,283,1628.63,0.18,5.64,288.76,9185.49,0.54,510.31,46,4,3,5,4,50,142,141,1,false
55,15,1,14,159,957.56,0.05,19.67,48.69,18831.94,0.32,1046.22,55,0,0,19,26,39,100,59,17,false
21,6,5,6,109,576.11,0.07,14,41.15,8065.52,0.19,448.08,21,7,0,9,14,25,59,50,11,false
76,8,1,4,473,2946.23,0.04,26.51,111.14,78099.28,0.98,4338.85,76,13,0,48,14,61,242,231,15,false
29,1,1,1,184,1112.17,0.09,10.79,103.05,12003.03,0.37,666.83,29,2,0,8,13,53,96,88,1,false
34,5,1,5,100,542.63,0.08,13.04,41.62,7074.24,0.18,393.01,34,3,0,7,16,27,56,44,7,false
16,4,1,3,59,283.63,0.07,13.5,21.01,3829.06,0.09,212.73,16,3,0,0,14,14,32,27,7,false
5,2,1,1,19,68.11,0.24,4.2,16.21,286.08,0.02,15.89,5,0,0,0,7,5,13,6,3,false
20,10,1,6,113,601.38,0.05,22.09,27.22,13284.98,0.2,738.05,20,0,0,5,18,22,59,54,19,false
9,2,1,2,38,158.46,0.14,7.2,22.01,1140.89,0.05,63.38,9,1,0,3,8,10,20,18,3,false
10,4,1,1,37,154.29,0.05,22.1,6.98,3409.75,0.05,189.43,10,0,0,5,13,5,20,17,7,false
13,2,1,1,75,324.14,0.08,12.33,26.28,3997.78,0.11,222.1,12,1,1,2,8,12,38,37,3,false
40,3,1,2,334,2099.32,0.04,28.18,74.49,59167.8,0.7,3287.1,39,8,1,15,21,57,181,153,5,false
5,1,1,1,17,62.91,0.24,4.08,15.41,256.87,0.02,14.27,5,9,0,3,7,6,10,7,1,false
21,6,5,6,110,585.41,0.07,15,39.03,8781.18,0.2,487.84,21,7,0,9,15,25,60,50,11,false
9,1,1,1,62,301.19,0.09,10.56,28.52,3181.37,0.1,176.74,9,1,0,5,13,16,36,26,1,false
23,1,1,1,85,394.73,0.35,2.86,137.84,1130.36,0.13,62.8,23,0,0,2,3,22,43,42,1,false
12,2,1,1,47,183.62,0.14,7.33,25.04,1346.57,0.06,74.81,11,2,1,3,6,9,25,22,3,false
36,5,1,5,115,631.56,0.07,14.07,44.89,8885.44,0.21,493.64,36,3,0,7,16,29,64,51,7,false
54,11,1,7,214,1284,0.04,27.6,46.52,35438.4,0.43,1968.8,54,7,0,17,24,40,122,92,15,false
6,2,1,2,11,33,0.5,2,16.5,66,0.01,3.67,6,0,0,2,4,4,7,4,3,false
152,53,1,43,2134,15811.64,0,270.66,58.42,4279633.01,5.27,237757.4,152,0,0,14,66,104,1281,853,72,false
20,7,4,3,127,689.14,0.05,20.52,33.58,14141.06,0.23,785.61,20,0,0,1,18,25,70,57,13,false
23,1,1,1,218,1080.01,0.06,17.04,63.37,18407.21,0.36,1022.62,23,7,0,9,8,23,120,98,1,false
49,6,3,4,254,1535.28,0.03,31.02,49.49,47629.26,0.51,2646.07,49,30,0,20,23,43,138,116,11,false
21,6,5,6,109,576.11,0.07,14,41.15,8065.52,0.19,448.08,21,7,0,9,14,25,59,50,11,false
16,2,1,2,73,347.11,0.14,7.37,47.11,2557.63,0.12,142.09,16,0,0,8,8,19,38,35,3,false
22,4,1,4,73,365,0.07,14,26.07,5110,0.12,283.89,21,3,1,8,16,16,45,28,5,false
42,5,1,5,146,858.87,0.07,14.05,61.13,12066.02,0.29,670.33,37,22,5,16,18,41,82,64,9,false
18,1,1,1,123,584.85,0.19,5.3,110.26,3102.25,0.19,172.35,18,5,0,5,4,23,62,61,1,false
16,6,1,1,74,325.03,0.06,16.82,19.33,5466.44,0.11,303.69,16,0,0,3,10,11,37,37,11,false
4,2,1,2,9,28.53,0.33,3,9.51,85.59,0.01,4.75,4,0,0,0,6,3,6,3,3,false
51,12,10,9,272,1644.08,0.03,29.75,55.26,48911.24,0.55,2717.29,50,1,1,5,22,44,153,119,23,false
60,13,12,2,213,1287.46,0.03,28.96,44.45,37289.12,0.43,2071.62,56,4,4,30,25,41,118,95,25,false
77,12,1,7,393,2532.08,0.02,53.47,47.35,135395.77,0.84,7521.99,71,20,6,21,33,54,218,175,20,false
23,6,1,1,141,765.1,0.03,30.07,25.45,23005.27,0.26,1278.07,21,9,2,13,21,22,78,63,11,false
18,3,3,2,83,444.68,0.07,13.7,32.47,6090.14,0.15,338.34,18,10,0,8,18,23,48,35,5,false
19,5,1,4,58,284.6,0.13,8,35.57,2276.8,0.09,126.49,17,9,2,6,12,18,34,24,9,false
27,6,1,5,185,1079.08,0.04,24.5,44.04,26437.57,0.36,1468.75,27,6,0,9,21,36,101,84,11,false
12,3,1,3,22,85.95,0.22,4.5,19.1,386.78,0.03,21.49,11,0,1,5,9,6,16,6,4,false
30,6,1,3,129,691.12,0.06,16.07,43,11109.18,0.23,617.18,27,5,3,13,14,27,67,62,11,false
89,20,12,10,337,2198.44,0.04,23.83,92.24,52396.16,0.73,2910.9,87,35,2,27,23,69,194,143,39,false
10,5,1,2,66,320.63,0.04,23.38,13.72,7494.65,0.11,416.37,9,3,1,2,17,12,33,33,9,false
6,1,1,1,19,68.11,0.31,3.21,21.19,218.94,0.02,12.16,6,0,0,0,5,7,10,9,1,false
50,19,11,12,294,1757.32,0.03,36.22,48.52,63649.28,0.59,3536.07,46,0,4,3,22,41,159,135,37,false
11,1,1,1,55,220,0.22,4.5,48.89,990,0.07,55,11,0,0,4,4,12,28,27,1,false
11,2,1,2,24,86.04,0.35,2.86,30.11,245.83,0.03,13.66,10,7,1,6,5,7,16,8,3,false
5,1,1,1,23,94.01,0.2,5.06,18.57,475.93,0.03,26.44,5,1,0,4,9,8,14,9,1,false
122,15,1,2,532,3503.2,0.02,60.25,58.14,211067.8,1.17,11725.99,120,0,2,18,32,64,291,241,17,false
39,6,3,4,133,779.11,0.06,15.89,49.03,12381.56,0.26,687.86,39,11,0,8,21,37,77,56,11,false
3,1,1,1,7,19.65,0.5,2,9.83,39.3,0.01,2.18,3,3,0,1,4,3,4,3,1,false
27,5,1,3,142,728.36,0.04,22.33,32.61,16266.67,0.24,903.7,27,3,0,12,14,21,75,67,9,false
12,3,1,3,22,85.95,0.22,4.5,19.1,386.78,0.03,21.49,9,2,3,5,9,6,16,6,4,false
5,1,1,1,25,100,0.14,7.07,14.14,707.14,0.03,39.29,5,0,0,1,9,7,14,11,1,false
130,31,23,13,560,3775.22,0.02,42.69,88.43,161178.36,1.26,8954.35,126,60,4,32,27,80,307,253,61,false
84,14,9,8,295,1996.61,0.03,30.58,65.3,61049.26,0.67,3391.63,83,16,1,17,37,72,176,119,24,false
42,2,1,2,471,2867.19,0.04,28.52,100.54,81768.15,0.96,4542.68,42,2,0,3,14,54,251,220,3,false
24,6,4,4,111,569.35,0.05,19.5,29.2,11102.33,0.19,616.8,24,3,0,4,15,20,59,52,11,false
4,1,1,1,7,19.65,0.4,2.5,7.86,49.13,0.01,2.73,4,0,0,0,5,2,5,2,1,false
12,7,1,4,84,423.73,0.09,10.86,39.03,4600.49,0.14,255.58,12,0,0,0,12,21,46,38,13,false
17,3,1,3,63,315,0.1,9.72,32.4,3062.5,0.11,170.14,17,0,0,9,14,18,38,25,5,false
118,21,14,10,440,2942.06,0.04,22.73,129.41,66879.33,0.98,3715.52,101,38,17,29,19,84,239,201,41,false
9,2,1,2,18,59.79,0.33,3,19.93,179.38,0.02,9.97,8,5,1,6,5,5,12,6,3,false
39,6,3,4,133,779.11,0.06,15.89,49.03,12381.56,0.26,687.86,39,11,0,8,21,37,77,56,11,false
5,1,1,1,17,62.91,0.24,4.08,15.41,256.87,0.02,14.27,5,9,0,3,7,6,10,7,1,false
69,11,1,7,270,1785.97,0.04,22.5,79.38,40184.36,0.6,2232.46,60,8,9,31,30,68,168,102,18,false
67,11,5,4,284,1774.41,0.04,28.21,62.91,50051.79,0.59,2780.66,64,33,3,13,23,53,154,130,21,false
5,1,1,1,21,84,0.22,4.5,18.67,378,0.03,21,5,2,0,2,8,8,12,9,1,false
4,2,1,1,14,48.43,0.16,6.13,7.91,296.65,0.02,16.48,4,0,0,0,7,4,7,7,3,false
28,4,1,2,108,519.19,0.05,19.13,27.15,9929.59,0.17,551.64,26,7,2,6,12,16,57,51,7,false
3,1,1,1,1,0,0,0,0,0,0,0,3,0,0,0,1,0,1,0,1,false
6,2,1,2,17,64.73,0.21,4.67,13.87,302.05,0.02,16.78,5,3,1,2,8,6,10,7,3,false
34,6,6,6,176,1026.58,0.06,17,60.39,17452.01,0.34,969.56,34,5,0,19,19,38,108,68,11,false
63,20,13,2,375,2363.92,0.02,43.1,54.85,101875.76,0.79,5659.76,60,26,3,31,27,52,209,166,39,false
22,4,1,2,103,555.41,0.05,20.91,26.56,11613.09,0.19,645.17,21,11,1,9,20,22,57,46,7,false
11,2,1,1,63,312.11,0.06,16.39,19.04,5116.45,0.1,284.25,11,7,0,4,17,14,36,27,3,false
49,6,3,4,254,1535.28,0.03,31.02,49.49,47629.26,0.51,2646.07,49,30,0,20,23,43,138,116,11,false
8,2,1,2,32,130.8,0.15,6.67,19.62,871.99,0.04,48.44,8,1,0,2,8,9,17,15,3,false
13,3,1,1,84,416.15,0.05,18.67,22.29,7768.18,0.14,431.57,13,0,0,2,16,15,49,35,5,false
20,2,1,2,51,245.18,0.13,7.44,32.95,1824.39,0.08,101.36,20,0,0,2,11,17,28,23,3,false
12,2,1,2,46,184,0.09,11,16.73,2024,0.06,112.44,12,0,0,0,8,8,24,22,3,false
4,2,1,2,25,102.19,0.12,8.4,12.17,858.37,0.03,47.69,4,0,0,0,12,5,18,7,3,false
5,2,1,2,17,64.73,0.21,4.67,13.87,302.05,0.02,16.78,4,0,1,1,8,6,10,7,3,false
29,9,9,5,136,723.78,0.07,15.35,47.16,11107.27,0.24,617.07,29,2,0,15,14,26,79,57,17,false
76,21,3,2,331,2121.51,0.03,30.42,69.75,64529.21,0.71,3584.96,73,35,3,122,25,60,185,146,41,false
45,11,8,3,203,1227.01,0.04,27.74,44.23,34042.1,0.41,1891.23,43,20,2,24,25,41,112,91,21,false
18,3,3,2,83,444.68,0.07,13.7,32.47,6090.14,0.15,338.34,18,10,0,8,18,23,48,35,5,false
12,1,1,1,61,249.34,0.22,4.62,54.02,1150.78,0.08,63.93,12,0,0,5,4,13,31,30,1,false
28,7,3,2,177,948.29,0.02,41.68,22.75,39528.58,0.32,2196.03,26,9,2,8,22,19,105,72,13,false
20,2,1,2,53,254.79,0.13,7.76,32.81,1978.37,0.08,109.91,20,0,0,2,11,17,29,24,3,false
22,1,1,1,144,786.16,0.06,16,49.13,12578.53,0.26,698.81,22,22,0,11,16,28,88,56,1,false
8,2,1,2,25,95.18,0.18,5.5,17.31,523.51,0.03,29.08,7,0,1,1,7,7,14,11,3,false
12,2,1,1,31,114.71,0.17,6,19.12,688.28,0.04,38.24,11,0,1,1,6,7,17,14,3,false
4,1,1,1,7,19.65,0.4,2.5,7.86,49.13,0.01,2.73,4,0,0,0,5,2,5,2,1,false
46,14,7,11,221,1315.88,0.02,42.62,30.87,56084.29,0.44,3115.79,45,1,1,13,29,33,124,97,26,false
17,3,1,3,73,374.44,0.08,12.63,29.64,4729.74,0.12,262.76,17,0,0,10,16,19,43,30,5,false
76,16,3,4,466,2994.64,0.02,44.63,67.09,133660.73,1,7425.6,73,22,3,41,26,60,260,206,31,false
11,5,5,3,42,189.99,0.1,9.75,19.49,1852.4,0.06,102.91,10,3,1,6,13,10,27,15,9,false
5,1,1,1,22,69.74,0.18,5.63,12.4,392.28,0.02,21.79,5,0,0,2,5,4,13,9,1,false
22,3,3,2,107,591.02,0.07,14.79,39.97,8738.67,0.2,485.48,22,14,0,12,18,28,61,46,5,false
39,6,3,4,133,779.11,0.06,15.89,49.03,12381.56,0.26,687.86,39,11,0,8,21,37,77,56,11,false
29,9,9,5,136,723.78,0.07,15.35,47.16,11107.27,0.24,617.07,29,0,0,14,14,26,79,57,17,false
14,2,1,1,50,226.18,0.1,10.08,22.43,2280.63,0.08,126.7,14,1,0,7,11,12,28,22,3,false
14,3,3,2,39,181.11,0.12,8.67,20.9,1569.62,0.06,87.2,14,0,0,3,13,12,23,16,5,false
14,1,1,1,81,393.5,0.1,10.24,38.45,4027.55,0.13,223.75,14,13,0,4,12,17,52,29,1,false
20,3,1,2,91,450.83,0.07,13.89,32.45,6264.19,0.15,348.01,19,0,1,0,12,19,47,44,5,false
20,3,1,1,88,366.95,0.07,13.36,27.46,4903.83,0.12,272.44,17,0,3,7,7,11,46,42,5,false
33,9,4,5,223,1338,0.03,39.36,34,52659.86,0.45,2925.55,28,1,5,1,29,35,128,95,15,false
20,1,1,1,89,408.06,0.19,5.33,76.51,2176.33,0.14,120.91,20,0,0,5,6,18,57,32,1,false
17,3,1,3,73,374.44,0.08,12.63,29.64,4729.74,0.12,262.76,17,0,0,10,16,19,43,30,5,false
15,3,1,3,50,242.9,0.12,8.4,28.92,2040.35,0.08,113.35,14,0,1,5,14,15,32,18,4,false
15,3,3,1,59,305.03,0.09,11.5,26.52,3507.79,0.1,194.88,15,8,0,5,18,18,36,23,5,false
39,6,3,4,133,779.11,0.06,15.89,49.03,12381.56,0.26,687.86,39,11,0,8,21,37,77,56,11,false
42,11,1,2,136,759.55,0.03,29,26.19,22027.09,0.25,1223.73,38,12,4,27,24,24,78,58,19,false
11,2,1,2,35,160.47,0.14,7,22.92,1123.32,0.05,62.41,11,0,0,7,12,12,21,14,3,false
22,3,1,1,123,591.3,0.08,12.2,48.47,7213.92,0.2,400.77,22,5,0,10,8,20,62,61,5,false
13,1,1,1,89,445,0.14,7.17,62.09,3189.17,0.15,177.18,13,6,0,5,8,24,46,43,1,false
7,1,1,1,17,64.73,0.29,3.5,18.49,226.54,0.02,12.59,7,1,0,1,7,7,10,7,1,false
8,3,1,3,41,160.18,0.06,17,9.42,2723.1,0.05,151.28,8,0,0,0,10,5,24,17,5,false
10,5,5,5,49,230.32,0.06,16,14.4,3685.14,0.08,204.73,10,2,0,1,16,10,29,20,9,false
0,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,1,false
88,34,15,22,466,3109.35,0.02,44.8,69.41,139298.89,1.04,7738.83,88,1,0,9,32,70,270,196,59,false
17,3,1,3,73,371.38,0.08,13.33,27.85,4951.8,0.12,275.1,17,0,0,10,16,18,43,30,5,false
10,3,1,3,38,166.91,0.14,7.27,22.95,1213.88,0.06,67.44,8,1,2,1,10,11,22,16,5,false
12,3,1,3,49,230.32,0.09,11.67,19.74,2687.08,0.08,149.28,12,1,0,7,14,12,29,20,5,false
15,3,3,1,59,305.03,0.09,11.5,26.52,3507.79,0.1,194.88,15,8,0,5,18,18,36,23,5,false
11,2,1,1,63,312.11,0.06,16.39,19.04,5116.45,0.1,284.25,11,7,0,4,17,14,36,27,3,false
84,14,1,6,260,1565.82,0.02,45.43,34.47,71132.77,0.52,3951.82,82,10,2,57,30,35,154,106,23,false
19,4,1,4,91,466.76,0.08,13,35.9,6067.94,0.16,337.11,19,0,0,11,14,21,52,39,7,false
20,4,1,4,65,309.07,0.09,11.61,26.63,3587.39,0.1,199.3,18,2,2,6,13,14,40,25,6,false
91,15,1,15,382,2300.54,0.02,47.92,48.01,110234.42,0.77,6124.13,90,0,1,21,23,42,207,175,16,false
5,1,1,1,14,50.19,0.33,3,16.73,150.57,0.02,8.36,5,0,0,2,6,6,8,6,1,false
10,2,1,1,68,311.78,0.15,6.79,45.89,2118.25,0.1,117.68,10,9,0,2,7,17,35,33,3,false
48,5,1,5,197,1211.5,0.05,20.2,59.96,24477.25,0.4,1359.85,48,4,0,11,22,49,107,90,9,false
10,3,1,2,37,159.91,0.08,12.75,12.54,2038.87,0.05,113.27,10,1,0,1,12,8,20,17,5,false
42,15,10,8,446,2733.66,0.02,59.06,46.29,161452.64,0.91,8969.59,39,2,3,12,29,41,279,167,27,false
5,1,1,1,31,126.71,0.13,7.88,16.09,997.85,0.04,55.44,5,0,0,1,9,8,17,14,1,false
11,2,1,2,35,160.47,0.14,7,22.92,1123.32,0.05,62.41,11,0,0,7,12,12,21,14,3,false
10,3,1,1,35,148.68,0.06,16.25,9.15,2416.01,0.05,134.22,10,0,0,3,13,6,20,15,5,false
3,1,1,1,7,19.65,0.5,2,9.83,39.3,0.01,2.18,3,1,0,1,4,3,4,3,1,false
13,2,1,2,81,389.4,0.06,18,21.63,7009.12,0.13,389.4,13,3,0,7,14,14,45,36,3,false
83,20,15,7,325,2109.85,0.03,39.17,53.86,82648.01,0.7,4591.56,80,23,3,32,32,58,183,142,39,false
45,11,8,3,203,1227.01,0.04,27.74,44.23,34042.1,0.41,1891.23,43,20,2,24,25,41,112,91,21,false
19,4,1,4,91,466.76,0.08,13,35.9,6067.94,0.16,337.11,19,0,0,11,14,21,52,39,7,false
7,1,1,1,16,55.35,0.24,4.2,13.18,232.47,0.02,12.92,7,0,0,3,6,5,9,7,1,false
13,2,1,2,97,485,0.07,14.03,34.58,6802.76,0.16,377.93,11,3,2,3,13,19,56,41,3,false
13,1,1,1,73,315.5,0.11,8.88,35.51,2803.1,0.11,155.73,13,3,0,1,7,13,40,33,1,false
0,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,1,false
20,5,1,4,149,751.61,0.02,43.85,17.14,32955.41,0.25,1830.86,20,0,0,0,20,13,92,57,9,false
11,2,1,2,35,160.47,0.14,7,22.92,1123.32,0.05,62.41,11,0,0,7,12,12,21,14,3,false
7,3,1,1,40,172.88,0.09,11,15.72,1901.65,0.06,105.65,6,8,1,8,11,9,22,18,5,false
3,1,1,1,7,19.65,0.5,2,9.83,39.3,0.01,2.18,3,0,0,1,4,3,4,3,1,false
7,1,1,1,31,111.13,0.27,3.75,29.64,416.75,0.04,23.15,7,0,0,4,4,8,16,15,1,false
83,20,15,7,325,2115.03,0.02,40.4,52.36,85440.05,0.71,4746.67,80,22,3,32,33,58,183,142,39,false
22,3,3,2,107,591.02,0.07,14.79,39.97,8738.67,0.2,485.48,22,14,0,12,18,28,61,46,5,false
13,2,1,2,54,272.4,0.1,10.35,26.31,2820.11,0.09,156.67,13,0,0,8,16,17,32,22,3,false
7,2,1,1,22,88,0.17,5.83,15.09,513.33,0.03,28.52,6,0,1,0,10,6,15,7,3,false
51,8,5,4,136,775.26,0.07,14.29,54.24,11081.65,0.26,615.65,51,8,0,9,18,34,82,54,15,false
5,1,1,1,14,46.51,0.27,3.75,12.4,174.4,0.02,9.69,4,3,1,0,6,4,9,5,1,false
18,8,3,5,131,697.17,0.04,27.6,25.26,19238.64,0.23,1068.81,18,0,0,3,19,21,70,61,15,false
4,1,1,1,49,208.15,0.1,10,20.81,2081.48,0.07,115.64,4,0,0,0,10,9,31,18,1,false
20,4,1,4,86,454.54,0.07,13.91,32.68,6322.3,0.15,351.24,20,0,0,13,17,22,50,36,7,false
15,7,7,1,79,371.33,0.06,17.5,21.22,6498.36,0.12,361.02,13,7,2,28,13,13,44,35,13,false
3,1,1,1,7,19.65,0.5,2,9.83,39.3,0.01,2.18,3,4,0,1,4,3,4,3,1,false
35,2,1,1,213,1322.61,0.08,13.22,100.04,17485.4,0.44,971.41,35,4,0,8,15,59,109,104,3,false
3,1,1,1,9,27,0.3,3.33,8.1,90,0.01,5,3,0,0,0,5,3,5,4,1,false
15,3,3,1,59,305.03,0.09,11.5,26.52,3507.79,0.1,194.88,15,8,0,5,18,18,36,23,5,false
17,2,1,2,107,573.26,0.07,14.72,38.94,8438.36,0.19,468.8,16,2,1,5,16,25,61,46,3,false
18,7,1,3,124,650.74,0.06,16.19,40.19,10535.84,0.22,585.32,16,5,2,10,17,21,84,40,13,false
61,10,5,2,392,2478.2,0.02,40.23,61.6,99691.06,0.83,5538.39,60,58,1,18,25,55,215,177,19,false
10,2,1,1,115,527.27,0.03,36.4,14.49,19192.65,0.18,1066.26,7,3,3,1,14,10,63,52,3,false
13,4,3,2,61,310.34,0.05,20.17,15.39,6258.43,0.1,347.69,13,0,0,1,22,12,39,22,7,false
6,1,1,1,18,64.53,0.35,2.86,22.59,184.37,0.02,10.24,6,0,0,0,5,7,10,8,1,false
22,5,5,4,100,535.76,0.07,14.52,36.9,7779.61,0.18,432.2,22,0,0,13,17,24,59,41,9,false
6,2,1,1,29,120.93,0.13,7.5,16.12,906.96,0.04,50.39,5,7,1,9,10,8,17,12,3,false
3,1,1,1,7,19.65,0.5,2,9.83,39.3,0.01,2.18,3,1,0,1,4,3,4,3,1,false
13,2,1,2,46,213.62,0.11,8.77,24.36,1873.26,0.07,104.07,13,1,0,8,12,13,27,19,3,false
3,1,1,1,7,19.65,0.5,2,9.83,39.3,0.01,2.18,3,0,0,0,4,3,4,3,1,false
15,3,3,1,59,305.03,0.09,11.5,26.52,3507.79,0.1,194.88,15,8,0,5,18,18,36,23,5,false
10,5,5,5,45,208.97,0.06,16,13.06,3343.58,0.07,185.75,10,2,0,1,16,9,27,18,9,false
10,1,1,1,22,85.95,0.17,6,14.33,515.71,0.03,28.65,10,0,0,1,9,6,14,8,1,false
141,57,42,43,951,6928.42,0.02,59.64,116.17,413206.28,2.31,22955.9,135,3,6,16,34,122,523,428,110,false
22,5,5,4,100,539.23,0.07,13.94,38.68,7516.89,0.18,417.61,22,0,0,12,17,25,59,41,9,false
3,1,1,1,7,19.65,0.5,2,9.83,39.3,0.01,2.18,3,1,0,1,4,3,4,3,1,false
23,7,7,4,104,524.62,0.06,15.84,33.12,8311.04,0.17,461.72,23,0,0,11,14,19,61,43,13,false
5,1,1,1,22,81.41,0.23,4.29,19,348.9,0.03,19.38,5,0,0,1,6,7,12,10,1,false
83,20,15,7,325,2109.85,0.03,39.17,53.86,82648.01,0.7,4591.56,80,23,3,32,32,58,183,142,39,false
40,7,1,3,330,2001.81,0.03,32.98,60.7,66017.11,0.67,3667.62,40,18,0,10,20,47,175,155,12,false
21,6,6,2,87,438.86,0.05,20.19,21.74,8859.53,0.15,492.2,20,0,1,1,17,16,49,38,11,false
45,10,3,8,319,2049.98,0.02,41.71,49.15,85502.74,0.68,4750.15,45,0,0,3,31,55,171,148,19,false
18,6,6,3,78,386.43,0.08,13.18,29.33,5091.75,0.13,282.87,18,0,0,9,14,17,46,32,11,false
5,1,1,1,10,30,0.22,4.5,6.67,135,0.01,7.5,5,0,0,2,6,2,7,3,1,false
20,4,1,4,90,457.87,0.08,13.3,34.43,6089.69,0.15,338.32,20,0,0,11,14,20,52,38,7,false
83,20,15,7,325,2115.03,0.02,40.4,52.36,85440.05,0.71,4746.67,80,22,3,32,33,58,183,142,39,false
5,2,1,2,26,114.2,0.12,8.13,14.06,927.88,0.04,51.55,5,0,0,2,13,8,16,10,3,false
8,1,1,1,21,85.84,0.16,6.43,13.35,551.81,0.03,30.66,8,0,0,1,10,7,12,9,1,false
71,23,19,19,377,2383.37,0.03,38.76,61.49,92377.54,0.79,5132.09,69,0,2,6,26,54,216,161,45,false
14,3,1,3,47,215.49,0.16,6.43,33.52,1385.31,0.07,76.96,14,0,0,7,10,14,29,18,5,false
5,1,1,1,10,30,0.22,4.5,6.67,135,0.01,7.5,5,0,0,2,6,2,7,3,1,false
20,3,1,3,83,435.58,0.08,13.09,33.27,5702.11,0.15,316.78,20,3,0,12,16,22,47,36,5,false
3,1,1,1,9,27,0.3,3.33,8.1,90,0.01,5,3,0,0,0,5,3,5,4,1,false
8,4,3,1,31,126.71,0.07,14.4,8.8,1824.64,0.04,101.37,8,0,0,1,12,5,19,12,7,false