Data-Password-zxcvbn-1.0.4000755001750001750 013500137732 15353 5ustar00dakkardakkar000000000000Changes100644001750001750 121713500137732 16730 0ustar00dakkardakkar000000000000Data-Password-zxcvbn-1.0.41.0.4 2019-06-12 10:03:16+01:00 Europe/London - improve matching against the "user_info" dictionary: more cases are caught, and generally with lower scores 1.0.3 2019-05-15 16:54:46+01:00 Europe/London - make it easier to subclass the various components, for example to use custom feedback messages 1.0.2 2018-01-12 11:51:21+00:00 Europe/London - some minor fixes to POD, no functional change 1.0.1 2018-01-11 16:53:43+00:00 Europe/London - bug fix: UserInput would fail to recognise an input token in the password, if the token was not fully lowercase 1.0.0 2018-01-10 15:28:50+00:00 Europe/London - initial release LICENSE100644001750001750 4377013500137732 16474 0ustar00dakkardakkar000000000000Data-Password-zxcvbn-1.0.4This software is copyright (c) 2018 by BroadBean UK, a CareerBuilder Company. This is free software; you can redistribute it and/or modify it under the same terms as the Perl 5 programming language system itself. Terms of the Perl programming language system itself a) the GNU General Public License as published by the Free Software Foundation; either version 1, or (at your option) any later version, or b) the "Artistic License" --- The GNU General Public License, Version 1, February 1989 --- This software is Copyright (c) 2018 by BroadBean UK, a CareerBuilder Company. This is free software, licensed under: The GNU General Public License, Version 1, February 1989 GNU GENERAL PUBLIC LICENSE Version 1, February 1989 Copyright (C) 1989 Free Software Foundation, Inc. 51 Franklin St, Fifth Floor, Boston, MA 02110-1301 USA Everyone is permitted to copy and distribute verbatim copies of this license document, but changing it is not allowed. Preamble The license agreements of most software companies try to keep users at the mercy of those companies. 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This License Agreement applies to any program or other work which contains a notice placed by the copyright holder saying it may be distributed under the terms of this General Public License. The "Program", below, refers to any such program or work, and a "work based on the Program" means either the Program or any work containing the Program or a portion of it, either verbatim or with modifications. Each licensee is addressed as "you". 1. You may copy and distribute verbatim copies of the Program's source code as you receive it, in any medium, provided that you conspicuously and appropriately publish on each copy an appropriate copyright notice and disclaimer of warranty; keep intact all the notices that refer to this General Public License and to the absence of any warranty; and give any other recipients of the Program a copy of this General Public License along with the Program. You may charge a fee for the physical act of transferring a copy. 2. 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It is safest to attach them to the start of each source file to most effectively convey the exclusion of warranty; and each file should have at least the "copyright" line and a pointer to where the full notice is found. Copyright (C) 19yy This program is free software; you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation; either version 1, or (at your option) any later version. This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details. You should have received a copy of the GNU General Public License along with this program; if not, write to the Free Software Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston MA 02110-1301 USA Also add information on how to contact you by electronic and paper mail. If the program is interactive, make it output a short notice like this when it starts in an interactive mode: Gnomovision version 69, Copyright (C) 19xx name of author Gnomovision comes with ABSOLUTELY NO WARRANTY; for details type `show w'. This is free software, and you are welcome to redistribute it under certain conditions; type `show c' for details. The hypothetical commands `show w' and `show c' should show the appropriate parts of the General Public License. Of course, the commands you use may be called something other than `show w' and `show c'; they could even be mouse-clicks or menu items--whatever suits your program. You should also get your employer (if you work as a programmer) or your school, if any, to sign a "copyright disclaimer" for the program, if necessary. Here a sample; alter the names: Yoyodyne, Inc., hereby disclaims all copyright interest in the program `Gnomovision' (a program to direct compilers to make passes at assemblers) written by James Hacker. , 1 April 1989 Ty Coon, President of Vice That's all there is to it! --- The Artistic License 1.0 --- This software is Copyright (c) 2018 by BroadBean UK, a CareerBuilder Company. This is free software, licensed under: The Artistic License 1.0 The Artistic License Preamble The intent of this document is to state the conditions under which a Package may be copied, such that the Copyright Holder maintains some semblance of artistic control over the development of the package, while giving the users of the package the right to use and distribute the Package in a more-or-less customary fashion, plus the right to make reasonable modifications. 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The End META.yml100644001750001750 163013500137732 16705 0ustar00dakkardakkar000000000000Data-Password-zxcvbn-1.0.4--- abstract: "Dropbox's password estimation logic" author: - 'Gianni Ceccarelli ' build_requires: Data::Visitor::Callback: '0' Moose: '0' Scalar::Util: '0' Test::Most: '0' lib: '0' configure_requires: ExtUtils::MakeMaker: '0' dynamic_config: 0 generated_by: 'Dist::Zilla version 6.012, CPAN::Meta::Converter version 2.150010' license: perl meta-spec: url: http://module-build.sourceforge.net/META-spec-v1.4.html version: '1.4' name: Data-Password-zxcvbn no_index: directory: - t/lib requires: Carp: '0' Exporter: '0' Getopt::Long: '0' JSON::MaybeXS: '0' List::AllUtils: '0.14' Module::Runtime: '0' Moo: '0' Moo::Role: '0' overload: '0' strict: '0' warnings: '0' resources: repository: git://bitbucket.org/broadbean/p5-data-password-zxcvbn.git version: 1.0.4 x_generated_by_perl: v5.26.1 x_serialization_backend: 'YAML::Tiny version 1.73' MANIFEST100644001750001750 266313500137732 16574 0ustar00dakkardakkar000000000000Data-Password-zxcvbn-1.0.4# This file was automatically generated by Dist::Zilla::Plugin::Manifest v6.012. Changes LICENSE MANIFEST META.json META.yml Makefile.PL README.md lib/Data/Password/zxcvbn.pm lib/Data/Password/zxcvbn/AdjacencyGraph.pm lib/Data/Password/zxcvbn/Combinatorics.pm lib/Data/Password/zxcvbn/Match.pm lib/Data/Password/zxcvbn/Match/BruteForce.pm lib/Data/Password/zxcvbn/Match/Date.pm lib/Data/Password/zxcvbn/Match/Dictionary.pm lib/Data/Password/zxcvbn/Match/Regex.pm lib/Data/Password/zxcvbn/Match/Repeat.pm lib/Data/Password/zxcvbn/Match/Sequence.pm lib/Data/Password/zxcvbn/Match/Spatial.pm lib/Data/Password/zxcvbn/Match/UserInput.pm lib/Data/Password/zxcvbn/MatchList.pm lib/Data/Password/zxcvbn/RankedDictionaries.pm lib/Data/Password/zxcvbn/TimeEstimate.pm perlcritic.rc scripts/zxcvbn-password-strength t/author-critic.t t/author-no-tabs.t t/author-pod-coverage.t t/author-pod-spell.t t/author-pod-syntax.t t/data/regression-data.json t/lib/Test/MyVisitor.pm t/lib/Test/zxcvbn.pm t/tests/data/password/zxcvbn.t t/tests/data/password/zxcvbn/combinatorics.t t/tests/data/password/zxcvbn/match/date.t t/tests/data/password/zxcvbn/match/dictionary.t t/tests/data/password/zxcvbn/match/regex.t t/tests/data/password/zxcvbn/match/repeat.t t/tests/data/password/zxcvbn/match/sequence.t t/tests/data/password/zxcvbn/match/spatial.t t/tests/data/password/zxcvbn/match/user_input.t t/tests/data/password/zxcvbn/scoring.t t/tests/data/password/zxcvbn/time_estimate.t README.md100644001750001750 145313500137732 16716 0ustar00dakkardakkar000000000000Data-Password-zxcvbn-1.0.4# `Data-Password-zxcvbn` This is a Perl port of Dropbox's password strength estimation library, [`zxcvbn`](https://github.com/dropbox/zxcvbn). The code layout has been reworked to be generally nicer (e.g. we use classes instead of dispatch tables, all data structures are immutable) and to pre-compute more (e.g. the dictionaries are completely pre-built, instead of being partially computed at run time). The code has been tested against the [Python port's](https://github.com/dwolfhub/zxcvbn-python) `password_expected_value.json` test. When the dictionaries contain exactly the same data (including some words that are loaded wrongly due to escaping issues), our results are identical. With the dictionaries as provided in this distribution, the results (estimated number of guesses) are still within 1%. META.json100644001750001750 376713500137732 17072 0ustar00dakkardakkar000000000000Data-Password-zxcvbn-1.0.4{ "abstract" : "Dropbox's password estimation logic", "author" : [ "Gianni Ceccarelli " ], "dynamic_config" : 0, "generated_by" : "Dist::Zilla version 6.012, CPAN::Meta::Converter version 2.150010", "license" : [ "perl_5" ], "meta-spec" : { "url" : "http://search.cpan.org/perldoc?CPAN::Meta::Spec", "version" : 2 }, "name" : "Data-Password-zxcvbn", "no_index" : { "directory" : [ "t/lib" ] }, "prereqs" : { "configure" : { "requires" : { "ExtUtils::MakeMaker" : "0" } }, "develop" : { "recommends" : { "Archive::Tar::Wrapper" : "0.15" }, "requires" : { "Pod::Coverage::TrustPod" : "0", "Test::More" : "0.88", "Test::NoTabs" : "0", "Test::Pod" : "1.41", "Test::Pod::Coverage" : "1.08", "Test::Spelling" : "0.12" } }, "runtime" : { "requires" : { "Carp" : "0", "Exporter" : "0", "Getopt::Long" : "0", "JSON::MaybeXS" : "0", "List::AllUtils" : "0.14", "Module::Runtime" : "0", "Moo" : "0", "Moo::Role" : "0", "overload" : "0", "strict" : "0", "warnings" : "0" } }, "test" : { "requires" : { "Data::Visitor::Callback" : "0", "Moose" : "0", "Scalar::Util" : "0", "Test::Most" : "0", "lib" : "0" } } }, "release_status" : "stable", "resources" : { "repository" : { "type" : "git", "url" : "git://bitbucket.org/broadbean/p5-data-password-zxcvbn.git", "web" : "https://bitbucket.org/broadbean/p5-data-password-zxcvbn/" } }, "version" : "1.0.4", "x_generated_by_perl" : "v5.26.1", "x_serialization_backend" : "Cpanel::JSON::XS version 4.08" } Makefile.PL100644001750001750 341313500137732 17407 0ustar00dakkardakkar000000000000Data-Password-zxcvbn-1.0.4# This file was automatically generated by Dist::Zilla::Plugin::MakeMaker v6.012. use strict; use warnings; use ExtUtils::MakeMaker; my %WriteMakefileArgs = ( "ABSTRACT" => "Dropbox's password estimation logic", "AUTHOR" => "Gianni Ceccarelli ", "CONFIGURE_REQUIRES" => { "ExtUtils::MakeMaker" => 0 }, "DISTNAME" => "Data-Password-zxcvbn", "EXE_FILES" => [ "scripts/zxcvbn-password-strength" ], "LICENSE" => "perl", "NAME" => "Data::Password::zxcvbn", "PREREQ_PM" => { "Carp" => 0, "Exporter" => 0, "Getopt::Long" => 0, "JSON::MaybeXS" => 0, "List::AllUtils" => "0.14", "Module::Runtime" => 0, "Moo" => 0, "Moo::Role" => 0, "overload" => 0, "strict" => 0, "warnings" => 0 }, "TEST_REQUIRES" => { "Data::Visitor::Callback" => 0, "Moose" => 0, "Scalar::Util" => 0, "Test::Most" => 0, "lib" => 0 }, "VERSION" => "1.0.4", "test" => { "TESTS" => "t/*.t t/tests/data/password/*.t t/tests/data/password/zxcvbn/*.t t/tests/data/password/zxcvbn/match/*.t" } ); my %FallbackPrereqs = ( "Carp" => 0, "Data::Visitor::Callback" => 0, "Exporter" => 0, "Getopt::Long" => 0, "JSON::MaybeXS" => 0, "List::AllUtils" => "0.14", "Module::Runtime" => 0, "Moo" => 0, "Moo::Role" => 0, "Moose" => 0, "Scalar::Util" => 0, "Test::Most" => 0, "lib" => 0, "overload" => 0, "strict" => 0, "warnings" => 0 ); unless ( eval { ExtUtils::MakeMaker->VERSION(6.63_03) } ) { delete $WriteMakefileArgs{TEST_REQUIRES}; delete $WriteMakefileArgs{BUILD_REQUIRES}; $WriteMakefileArgs{PREREQ_PM} = \%FallbackPrereqs; } delete $WriteMakefileArgs{CONFIGURE_REQUIRES} unless eval { ExtUtils::MakeMaker->VERSION(6.52) }; WriteMakefile(%WriteMakefileArgs); perlcritic.rc100644001750001750 3602613500137732 20151 0ustar00dakkardakkar000000000000Data-Password-zxcvbn-1.0.4verbose = %f:%l:%c:%p:%m\n color = 1 program-extensions = .PL .pl .t only = 1 severity = 2 # Use `List::MoreUtils::any' instead of `grep' in boolean context. [BuiltinFunctions::ProhibitBooleanGrep] # Map blocks should have a single statement. [-BuiltinFunctions::ProhibitComplexMappings] # Use 4-argument `substr' instead of writing `substr($foo, 2, 6) = $bar'. [BuiltinFunctions::ProhibitLvalueSubstr] # Forbid $b before $a in sort blocks. [BuiltinFunctions::ProhibitReverseSortBlock] # Use Time::HiRes instead of something like `select(undef, undef, undef, .05)'. [BuiltinFunctions::ProhibitSleepViaSelect] # Write `eval { my $foo; bar($foo) }' instead of `eval "my $foo; bar($foo);"'. [BuiltinFunctions::ProhibitStringyEval] # Write `split /-/, $string' instead of `split '-', $string'. [BuiltinFunctions::ProhibitStringySplit] # Write `eval { $foo->can($name) }' instead of `UNIVERSAL::can($foo, $name)'. [BuiltinFunctions::ProhibitUniversalCan] # Write `eval { $foo->isa($pkg) }' instead of `UNIVERSAL::isa($foo, $pkg)'. [BuiltinFunctions::ProhibitUniversalIsa] # this normally disables this policy! run with --severity 1 to get it severity = 1 # I'd really like to enable this, but it confuses Test::Deep::isa with # UNIVERSAL::isa # Don't pass $_ to built-in functions that assume it, or to most filetest operators. [BuiltinFunctions::ProhibitUselessTopic] # Don't use `grep' in void contexts. [BuiltinFunctions::ProhibitVoidGrep] # Don't use `map' in void contexts. # disabled because it gets confused with a map inside a hash constructor [-BuiltinFunctions::ProhibitVoidMap] # Write `grep { /$pattern/ } @list' instead of `grep /$pattern/, @list'. [BuiltinFunctions::RequireBlockGrep] # Write `map { /$pattern/ } @list' instead of `map /$pattern/, @list'. [BuiltinFunctions::RequireBlockMap] # Use `glob q{*}' instead of <*>. [BuiltinFunctions::RequireGlobFunction] # Sort blocks should have a single statement. [BuiltinFunctions::RequireSimpleSortBlock] # AUTOLOAD methods should be avoided. [ClassHierarchies::ProhibitAutoloading] # Employ `use base' instead of `@ISA'. [ClassHierarchies::ProhibitExplicitISA] # Write `bless {}, $class;' instead of just `bless {};'. [ClassHierarchies::ProhibitOneArgBless] # Use spaces instead of tabs. [CodeLayout::ProhibitHardTabs] allow_leading_tabs = 0 # Write `open $handle, $path' instead of `open($handle, $path)'. [CodeLayout::ProhibitParensWithBuiltins] # Write `qw(foo bar baz)' instead of `('foo', 'bar', 'baz')'. [CodeLayout::ProhibitQuotedWordLists] # Don't use whitespace at the end of lines. [CodeLayout::ProhibitTrailingWhitespace] # Use the same newline through the source. [CodeLayout::RequireConsistentNewlines] # Must run code through perltidy. [-CodeLayout::RequireTidyCode] # Put a comma at the end of every multi-line list declaration, including the last one. [CodeLayout::RequireTrailingCommas] # Write `for(0..20)' instead of `for($i=0; $i<=20; $i++)'. [ControlStructures::ProhibitCStyleForLoops] # Don't write long "if-elsif-elsif-elsif-elsif...else" chains. [ControlStructures::ProhibitCascadingIfElse] # Don't write deeply nested loops and conditionals. [ControlStructures::ProhibitDeepNests] max_nests = 5 # Don't use labels that are the same as the special block names. [ControlStructures::ProhibitLabelsWithSpecialBlockNames] # Don't modify `$_' in list functions. [ControlStructures::ProhibitMutatingListFunctions] # Don't use operators like `not', `!~', and `le' within `until' and `unless'. [-ControlStructures::ProhibitNegativeExpressionsInUnlessAndUntilConditions] # Write `if($condition){ do_something() }' instead of `do_something() if $condition'. [-ControlStructures::ProhibitPostfixControls] # Write `if(! $condition)' instead of `unless($condition)'. [-ControlStructures::ProhibitUnlessBlocks] # Don't write code after an unconditional `die, exit, or next'. [ControlStructures::ProhibitUnreachableCode] # Write `while(! $condition)' instead of `until($condition)'. [ControlStructures::ProhibitUntilBlocks] # Check your spelling. [-Documentation::PodSpelling] # The `=head1 NAME' section should match the package. [-Documentation::RequirePackageMatchesPodName] # All POD should be after `__END__'. [-Documentation::RequirePodAtEnd] # Provide text to display with your pod links. [-Documentation::RequirePodLinksIncludeText] # Organize your POD into the customary sections. [-Documentation::RequirePodSections] # Use functions from Carp instead of `warn' or `die'. [ErrorHandling::RequireCarping] # You can't depend upon the value of `$@'/`$EVAL_ERROR' to tell whether an `eval' failed. [ErrorHandling::RequireCheckingReturnValueOfEval] # Discourage stuff like `@files = `ls $directory`'. [InputOutput::ProhibitBacktickOperators] # Write `open my $fh, q{<}, $filename;' instead of `open FH, q{<}, $filename;'. [InputOutput::ProhibitBarewordFileHandles] severity = 2 # Use "<>" or "" or a prompting module instead of "". [InputOutput::ProhibitExplicitStdin] # Use prompt() instead of -t. [InputOutput::ProhibitInteractiveTest] # Use `local $/ = undef' or File::Slurp instead of joined readline. [InputOutput::ProhibitJoinedReadline] # Never write `select($fh)'. [InputOutput::ProhibitOneArgSelect] # Write `while( $line = <> ){...}' instead of `for(<>){...}'. [InputOutput::ProhibitReadlineInForLoop] # Write `open $fh, q{<}, $filename;' instead of `open $fh, "<$filename";'. [InputOutput::ProhibitTwoArgOpen] severity = 2 # Write `print {$FH} $foo, $bar;' instead of `print $FH $foo, $bar;'. [-InputOutput::RequireBracedFileHandleWithPrint] # Close filehandles as soon as possible after opening them. [-InputOutput::RequireBriefOpen] # Write `my $error = close $fh;' instead of `close $fh;'. [-InputOutput::RequireCheckedClose] # Write `my $error = open $fh, $mode, $filename;' instead of `open $fh, $mode, $filename;'. [-InputOutput::RequireCheckedOpen] # Return value of flagged function ignored. [-InputOutput::RequireCheckedSyscalls] # Write `open $fh, q{<:encoding(UTF-8)}, $filename;' instead of `open $fh, q{{<:utf8}, $filename;'. [InputOutput::RequireEncodingWithUTF8Layer] # Do not use `format'. [Miscellanea::ProhibitFormats] # Do not use `tie'. [Miscellanea::ProhibitTies] # Forbid a bare `## no critic' [Miscellanea::ProhibitUnrestrictedNoCritic] # Remove ineffective "## no critic" annotations. [Miscellanea::ProhibitUselessNoCritic] # Export symbols via `@EXPORT_OK' or `%EXPORT_TAGS' instead of `@EXPORT'. [Modules::ProhibitAutomaticExportation] # Avoid putting conditional logic around compile-time includes. [Modules::ProhibitConditionalUseStatements] # Minimize complexity in code that is outside of subroutines. [Modules::ProhibitExcessMainComplexity] max_mccabe = 20 # Put packages (especially subclasses) in separate files. [Modules::ProhibitMultiplePackages] severity = 2 # Write `require Module' instead of `require 'Module.pm''. [Modules::RequireBarewordIncludes] # End each module with an explicitly `1;' instead of some funky expression. [Modules::RequireEndWithOne] # Always make the `package' explicit. [Modules::RequireExplicitPackage] # Don't require programs to contain a package statement. exempt_scripts = 1 allow_import_of = utf8 strict warnings # Package declaration must match filename. [Modules::RequireFilenameMatchesPackage] # `use English' must be passed a `-no_match_vars' argument. [Modules::RequireNoMatchVarsWithUseEnglish] # Give every module a `$VERSION' number. [Modules::RequireVersionVar] # Distinguish different program components by case. [NamingConventions::Capitalization] # Don't use vague variable or subroutine names like 'last' or 'record'. [-NamingConventions::ProhibitAmbiguousNames] # Prohibit indirect object call syntax. [Objects::ProhibitIndirectSyntax] # Indirect method syntax is forbidden for these methods. # Values that are always included: new. # forbid = # Write `@{ $array_ref }' instead of `@$array_ref'. [References::ProhibitDoubleSigils] # Capture variable used outside conditional. [RegularExpressions::ProhibitCaptureWithoutTest] # Names of ways to generate exceptions. # Values that are always included: confess, croak, die. # exception_source = # Split long regexps into smaller `qr//' chunks. [-RegularExpressions::ProhibitComplexRegexes] # Use named character classes instead of explicit character lists. [-RegularExpressions::ProhibitEnumeratedClasses] # Use character classes for literal meta-characters instead of escapes. [-RegularExpressions::ProhibitEscapedMetacharacters] # Use `eq' or hash instead of fixed-pattern regexps. [RegularExpressions::ProhibitFixedStringMatches] # Use `[abc]' instead of `a|b|c'. [RegularExpressions::ProhibitSingleCharAlternation] # Only use a capturing group if you plan to use the captured value. [RegularExpressions::ProhibitUnusedCapture] # Use only `//' or `{}' to delimit regexps. [RegularExpressions::ProhibitUnusualDelimiters] # In addition to allowing '{}', allow '()', '[]', and '{}'. #allow_all_brackets = 1 # Don't use $_ to match against regexes. [RegularExpressions::ProhibitUselessTopic] # Use `{' and `}' to delimit multi-line regexps. [RegularExpressions::RequireBracesForMultiline] # In addition to allowing '{}', allow '()', '[]', and '{}'. #allow_all_brackets = 1 # Always use the `/s' modifier with regular expressions. [-RegularExpressions::RequireDotMatchAnything] # Always use the `/x' modifier with regular expressions. [-RegularExpressions::RequireExtendedFormatting] # Always use the `/m' modifier with regular expressions. [-RegularExpressions::RequireLineBoundaryMatching] # Don't call functions with a leading ampersand sigil. [Subroutines::ProhibitAmpersandSigils] # Don't declare your own `open' function. [Subroutines::ProhibitBuiltinHomonyms] # Minimize complexity by factoring code into smaller subroutines. [Subroutines::ProhibitExcessComplexity] # Return failure with bare `return' instead of `return undef'. [-Subroutines::ProhibitExplicitReturnUndef] # Too many arguments. [Subroutines::ProhibitManyArgs] # `sub never { sub correct {} }'. [Subroutines::ProhibitNestedSubs] # Behavior of `sort' is not defined if called in scalar context. [Subroutines::ProhibitReturnSort] # Don't write `sub my_function (@@) {}'. [Subroutines::ProhibitSubroutinePrototypes] severity = 2 # Prevent unused private subroutines. [Subroutines::ProhibitUnusedPrivateSubroutines] private_name_regex = _(?!build_)\w+ # Prevent access to private subs in other packages. [Subroutines::ProtectPrivateSubs] # Always unpack `@_' first. [-Subroutines::RequireArgUnpacking] # End every path through a subroutine with an explicit `return' statement. [Subroutines::RequireFinalReturn] # this normally disables this policy! run with --severity 1 to get it severity = 1 # I'd really like to enable this, but we very often have # single-expression subs, and this policy would warn on every one of # them... maybe one day I'll patch the policy # Prohibit various flavors of `no strict'. [TestingAndDebugging::ProhibitNoStrict] # Prohibit various flavors of `no warnings'. [TestingAndDebugging::ProhibitNoWarnings] allow = uninitialized numeric redefine # Don't turn off strict for large blocks of code. [TestingAndDebugging::ProhibitProlongedStrictureOverride] # The maximum number of statements in a no strict block. statements = 10 # Tests should all have labels. [TestingAndDebugging::RequireTestLabels] # Always `use strict'. [TestingAndDebugging::RequireUseStrict] # Always `use warnings'. [TestingAndDebugging::RequireUseWarnings] # Don't use the comma operator as a statement separator. [ValuesAndExpressions::ProhibitCommaSeparatedStatements] # this normally disables this policy! run with --severity 1 to get it severity = 1 # I'd like to enable this, but it complains about arglists built with # ternary operators # Prohibit version values from outside the module. [ValuesAndExpressions::ProhibitComplexVersion] # Don't `use constant FOO => 15'. [ValuesAndExpressions::ProhibitConstantPragma] # Write `q{}' instead of `'''. [-ValuesAndExpressions::ProhibitEmptyQuotes] # Write `"\N{DELETE}"' instead of `"\x7F"', etc. [-ValuesAndExpressions::ProhibitEscapedCharacters] # Use concatenation or HEREDOCs instead of literal line breaks in strings. [ValuesAndExpressions::ProhibitImplicitNewlines] # Always use single quotes for literal strings. [ValuesAndExpressions::ProhibitInterpolationOfLiterals] # Write `oct(755)' instead of `0755'. [ValuesAndExpressions::ProhibitLeadingZeros] # Long chains of method calls indicate tightly coupled code. [-ValuesAndExpressions::ProhibitLongChainsOfMethodCalls] # Don't use values that don't explain themselves. [-ValuesAndExpressions::ProhibitMagicNumbers] # Don't mix numeric operators with string operands, or vice-versa. [ValuesAndExpressions::ProhibitMismatchedOperators] # Write ` !$foo && $bar || $baz ' instead of ` not $foo && $bar or $baz'. [ValuesAndExpressions::ProhibitMixedBooleanOperators] # Use `q{}' or `qq{}' instead of quotes for awkward-looking strings. [-ValuesAndExpressions::ProhibitNoisyQuotes] # Don't use quotes (`'', `"', ``') as delimiters for the quote-like operators. [ValuesAndExpressions::ProhibitQuotesAsQuotelikeOperatorDelimiters] # Don't write ` print <<'__END__' '. [ValuesAndExpressions::ProhibitSpecialLiteralHeredocTerminator] # Don't use strings like `v1.4' or `1.4.5' when including other modules. [ValuesAndExpressions::ProhibitVersionStrings] # Require $VERSION to be a constant rather than a computed value. [ValuesAndExpressions::RequireConstantVersion] # Warns that you might have used single quotes when you really wanted double-quotes. [-ValuesAndExpressions::RequireInterpolationOfMetachars] # Write ` 141_234_397.0145 ' instead of ` 141234397.0145 '. [-ValuesAndExpressions::RequireNumberSeparators] # Write ` print <<'THE_END' ' or ` print <<"THE_END" '. [ValuesAndExpressions::RequireQuotedHeredocTerminator] # Write ` <<'THE_END'; ' instead of ` <<'theEnd'; '. [ValuesAndExpressions::RequireUpperCaseHeredocTerminator] # Do not write ` my $foo .= 'bar'; '. [-Variables::ProhibitAugmentedAssignmentInDeclaration] # Do not write ` my $foo = $bar if $baz; '. [Variables::ProhibitConditionalDeclarations] # Use `my' instead of `local', except when you have to. [-Variables::ProhibitLocalVars] # Avoid `$`', `$&', `$'' and their English equivalents. [Variables::ProhibitMatchVars] # Eliminate globals declared with `our' or `use vars'. [Variables::ProhibitPackageVars] # Use double colon (::) to separate package name components instead of single quotes ('). [Variables::ProhibitPerl4PackageNames] # Write `$EVAL_ERROR' instead of `$@'. [-Variables::ProhibitPunctuationVars] # Do not reuse a variable name in a lexical scope [Variables::ProhibitReusedNames] # Don't ask for storage you don't need. [Variables::ProhibitUnusedVariables] # Prevent access to private vars in other packages. [Variables::ProtectPrivateVars] # Write `local $foo = $bar;' instead of just `local $foo;'. [-Variables::RequireInitializationForLocalVars] # Write `for my $element (@list) {...}' instead of `for $element (@list) {...}'. [Variables::RequireLexicalLoopIterators] # Magic variables should be assigned as "local". [Variables::RequireLocalizedPunctuationVars] allow = %ENV # Negative array index should be used. [Variables::RequireNegativeIndices] t000755001750001750 013500137732 15537 5ustar00dakkardakkar000000000000Data-Password-zxcvbn-1.0.4author-critic.t100644001750001750 102513500137732 20637 0ustar00dakkardakkar000000000000Data-Password-zxcvbn-1.0.4/t#!perl BEGIN { unless ($ENV{AUTHOR_TESTING}) { print qq{1..0 # SKIP these tests are for testing by the author\n}; exit } } use strict; use warnings; use Test::More; use English qw(-no_match_vars); eval "use Test::Perl::Critic"; plan skip_all => 'Test::Perl::Critic required to criticise code' if $@; Test::Perl::Critic->import( -profile => "perlcritic.rc" ) if -e "perlcritic.rc"; my @files = grep { !/AdjacencyGraph/ && !/RankedDictionaries/ } Perl::Critic::Utils::all_perl_files('lib'); all_critic_ok(@files); author-no-tabs.t100644001750001750 333613500137732 20734 0ustar00dakkardakkar000000000000Data-Password-zxcvbn-1.0.4/t BEGIN { unless ($ENV{AUTHOR_TESTING}) { print qq{1..0 # SKIP these tests are for testing by the author\n}; exit } } use strict; use warnings; # this test was generated with Dist::Zilla::Plugin::Test::NoTabs 0.15 use Test::More 0.88; use Test::NoTabs; my @files = ( 'lib/Data/Password/zxcvbn.pm', 'lib/Data/Password/zxcvbn/AdjacencyGraph.pm', 'lib/Data/Password/zxcvbn/Combinatorics.pm', 'lib/Data/Password/zxcvbn/Match.pm', 'lib/Data/Password/zxcvbn/Match/BruteForce.pm', 'lib/Data/Password/zxcvbn/Match/Date.pm', 'lib/Data/Password/zxcvbn/Match/Dictionary.pm', 'lib/Data/Password/zxcvbn/Match/Regex.pm', 'lib/Data/Password/zxcvbn/Match/Repeat.pm', 'lib/Data/Password/zxcvbn/Match/Sequence.pm', 'lib/Data/Password/zxcvbn/Match/Spatial.pm', 'lib/Data/Password/zxcvbn/Match/UserInput.pm', 'lib/Data/Password/zxcvbn/MatchList.pm', 'lib/Data/Password/zxcvbn/RankedDictionaries.pm', 'lib/Data/Password/zxcvbn/TimeEstimate.pm', 'scripts/zxcvbn-password-strength', 't/author-critic.t', 't/data/regression-data.json', 't/lib/Test/MyVisitor.pm', 't/lib/Test/zxcvbn.pm', 't/tests/data/password/zxcvbn.t', 't/tests/data/password/zxcvbn/combinatorics.t', 't/tests/data/password/zxcvbn/match/date.t', 't/tests/data/password/zxcvbn/match/dictionary.t', 't/tests/data/password/zxcvbn/match/regex.t', 't/tests/data/password/zxcvbn/match/repeat.t', 't/tests/data/password/zxcvbn/match/sequence.t', 't/tests/data/password/zxcvbn/match/spatial.t', 't/tests/data/password/zxcvbn/match/user_input.t', 't/tests/data/password/zxcvbn/scoring.t', 't/tests/data/password/zxcvbn/time_estimate.t' ); notabs_ok($_) foreach @files; done_testing; Test000755001750001750 013500137732 17224 5ustar00dakkardakkar000000000000Data-Password-zxcvbn-1.0.4/t/libzxcvbn.pm100644001750001750 275713500137732 21247 0ustar00dakkardakkar000000000000Data-Password-zxcvbn-1.0.4/t/lib/Testpackage Test::zxcvbn; use strict; use warnings; use Exporter 'import'; use Test::Most; our @EXPORT_OK=qw(match_for_testing cmp_match cmp_sequence generate_combinations); { package TestMatch; use Moo; with 'Data::Password::zxcvbn::Match'; sub estimate_guesses { 1 } sub feedback_warning { } sub feedback_suggestions { } sub make { } sub guesses_for_password { shift->guesses } } sub match_for_testing { my ($i,$j,$guesses) = @_; return TestMatch->new({ i => $i, j => $j, guesses => $guesses, token => '', }); } sub cmp_match { my ($i,$j,$class,%methods) = @_; $class = "Data::Password::zxcvbn::Match::$class"; return all( isa($class), methods( i => $i, j => $j, %methods, ), ); } sub cmp_sequence { my ($result, $expected, $message) = @_; $expected = { matches => $expected } if ref($expected) eq 'ARRAY'; cmp_deeply( $result, methods(%{$expected}), $message, ) or explain $result; } sub generate_combinations { my ($pattern,$prefixes,$suffixes) = @_; $prefixes ||= []; $suffixes ||= []; my @result = (); for my $prefix (@{$prefixes},'') { for my $suffix (@{$suffixes},'') { push @result, [ "${prefix}${pattern}${suffix}", length($prefix), length($prefix)+length($pattern)-1, ]; } } return @result; } 1; author-pod-spell.t100644001750001750 112313500137732 21260 0ustar00dakkardakkar000000000000Data-Password-zxcvbn-1.0.4/t BEGIN { unless ($ENV{AUTHOR_TESTING}) { print qq{1..0 # SKIP these tests are for testing by the author\n}; exit } } use strict; use warnings; use Test::More; # generated by Dist::Zilla::Plugin::Test::PodSpelling 2.007005 use Test::Spelling 0.12; use Pod::Wordlist; add_stopwords(); all_pod_files_spelling_ok( qw( bin lib ) ); __DATA__ AdjacencyGraph BroadBean BruteForce CareerBuilder Ceccarelli Combinatorics Company Data Date Dictionary Gianni Match MatchList Password RankedDictionaries Regex Repeat Sequence Spatial TimeEstimate UK UserInput gianni lib scripts zxcvbn author-pod-syntax.t100644001750001750 45413500137732 21455 0ustar00dakkardakkar000000000000Data-Password-zxcvbn-1.0.4/t#!perl BEGIN { unless ($ENV{AUTHOR_TESTING}) { print qq{1..0 # SKIP these tests are for testing by the author\n}; exit } } # This file was automatically generated by Dist::Zilla::Plugin::PodSyntaxTests. use strict; use warnings; use Test::More; use Test::Pod 1.41; all_pod_files_ok(); MyVisitor.pm100644001750001750 60713500137732 21652 0ustar00dakkardakkar000000000000Data-Password-zxcvbn-1.0.4/t/lib/Testpackage Test::MyVisitor; use Moose; extends 'Data::Visitor::Callback'; sub visit_hash_key { my ( $self, $key, $value, $hash ) = @_; $self->SUPER::visit_hash_key($self->callback(hash_key=> $key, $value, $hash)); } sub visit_hash_value { my ( $self, $value, $key, $hash ) = @_; $self->SUPER::visit_hash_value($self->callback_and_reg(hash_value=> $_[1], $key, $hash)); } 1; author-pod-coverage.t100644001750001750 216313500137732 21741 0ustar00dakkardakkar000000000000Data-Password-zxcvbn-1.0.4/t#!perl BEGIN { unless ($ENV{AUTHOR_TESTING}) { print qq{1..0 # SKIP these tests are for testing by the author\n}; exit } } # This file was automatically generated by Dist::Zilla::Plugin::Test::Pod::Coverage::Configurable 0.07. use Test::Pod::Coverage 1.08; use Test::More 0.88; BEGIN { if ( $] <= 5.008008 ) { plan skip_all => 'These tests require Pod::Coverage::TrustPod, which only works with Perl 5.8.9+'; } } use Pod::Coverage::TrustPod; my %skip = map { $_ => 1 } qw( AdjacencyGraph RankedDictionaries ); my @modules; for my $module ( all_modules() ) { next if $skip{$module}; push @modules, $module; } plan skip_all => 'All the modules we found were excluded from POD coverage test.' unless @modules; plan tests => scalar @modules; my %trustme = (); my @also_private; for my $module ( sort @modules ) { pod_coverage_ok( $module, { coverage_class => 'Pod::Coverage::TrustPod', also_private => \@also_private, trustme => $trustme{$module} || [], }, "pod coverage for $module" ); } done_testing(); data000755001750001750 013500137732 16450 5ustar00dakkardakkar000000000000Data-Password-zxcvbn-1.0.4/tregression-data.json100644001750001750 347475513500137732 22703 0ustar00dakkardakkar000000000000Data-Password-zxcvbn-1.0.4/t/data[{"strength":{"matches":[{"rank":305,"reversed":0,"i":0,"guesses_log10":2.48429983934679,"class":"Data::Password::zxcvbn::Match::Dictionary","token":"sabrina","guesses":305,"substitutions":{},"j":6,"dictionary_name":"female_names"}],"crack_times_display":{"offline_fast_hashing_1e10_per_second":["less than a second"],"online_throttling_100_per_hour":["[quant,_1,hour]",3],"offline_slow_hashing_1e4_per_second":["less than a second"],"online_no_throttling_10_per_second":["[quant,_1,second]",30]},"feedback":{"warning":"Names and surnames by themselves are easy to guess","suggestions":["Add another word or two. Uncommon words are better."]},"guesses_log10":2.48572142648158,"score":0,"crack_times_seconds":{"online_no_throttling_10_per_second":30.6,"offline_slow_hashing_1e4_per_second":0.0306,"offline_fast_hashing_1e10_per_second":3.06e-08,"online_throttling_100_per_hour":11016},"guesses":306},"password":"sabrina"},{"password":"ford","strength":{"crack_times_display":{"offline_fast_hashing_1e10_per_second":["less than a second"],"online_throttling_100_per_hour":["[quant,_1,minute]",58],"offline_slow_hashing_1e4_per_second":["less than a second"],"online_no_throttling_10_per_second":["[quant,_1,second]",9]},"feedback":{"warning":"Names and surnames by themselves are easy to guess","suggestions":["Add another word or two. Uncommon words are better."]},"matches":[{"dictionary_name":"surnames","substitutions":{},"j":3,"guesses":97,"class":"Data::Password::zxcvbn::Match::Dictionary","i":0,"guesses_log10":1.98677173426624,"token":"ford","reversed":0,"rank":97}],"crack_times_seconds":{"offline_slow_hashing_1e4_per_second":0.0098,"online_no_throttling_10_per_second":9.8,"offline_fast_hashing_1e10_per_second":9.8e-09,"online_throttling_100_per_hour":3528},"score":0,"guesses":98,"guesses_log10":1.99122607569249}},{"strength":{"matches":[{"guesses":1041,"token":"stones","i":0,"class":"Data::Password::zxcvbn::Match::Dictionary","guesses_log10":3.01745072951054,"reversed":0,"rank":1041,"dictionary_name":"passwords","j":5,"substitutions":{}}],"feedback":{"warning":"This is a very common password","suggestions":["Add another word or two. Uncommon words are better."]},"crack_times_display":{"offline_slow_hashing_1e4_per_second":["less than a second"],"online_no_throttling_10_per_second":["[quant,_1,minute]",1],"online_throttling_100_per_hour":["[quant,_1,hour]",10],"offline_fast_hashing_1e10_per_second":["less than a second"]},"guesses_log10":3.01786771896351,"guesses":1042,"score":1,"crack_times_seconds":{"offline_fast_hashing_1e10_per_second":1.042e-07,"online_throttling_100_per_hour":37512,"offline_slow_hashing_1e4_per_second":0.1042,"online_no_throttling_10_per_second":104.2}},"password":"stones"},{"password":"matthews","strength":{"crack_times_seconds":{"online_throttling_100_per_hour":5796,"offline_fast_hashing_1e10_per_second":1.61e-08,"offline_slow_hashing_1e4_per_second":0.0161,"online_no_throttling_10_per_second":16.1},"score":0,"guesses":161,"guesses_log10":2.20682587603185,"crack_times_display":{"offline_fast_hashing_1e10_per_second":["less than a second"],"online_throttling_100_per_hour":["[quant,_1,hour]",1],"offline_slow_hashing_1e4_per_second":["less than a second"],"online_no_throttling_10_per_second":["[quant,_1,second]",16]},"feedback":{"suggestions":["Add another word or two. Uncommon words are better."],"warning":"Names and surnames by themselves are easy to guess"},"matches":[{"guesses":160,"class":"Data::Password::zxcvbn::Match::Dictionary","i":0,"guesses_log10":2.20411998265592,"token":"matthews","reversed":0,"rank":160,"dictionary_name":"surnames","substitutions":{},"j":7}]}},{"strength":{"matches":[{"dictionary_name":"passwords","substitutions":{},"j":5,"guesses_log10":3.56572978783113,"i":0,"class":"Data::Password::zxcvbn::Match::Dictionary","token":"nextel","guesses":3679,"rank":3679,"reversed":0}],"feedback":{"warning":"This is a very common password","suggestions":["Add another word or two. Uncommon words are better."]},"crack_times_display":{"online_no_throttling_10_per_second":["[quant,_1,minute]",6],"offline_slow_hashing_1e4_per_second":["less than a second"],"offline_fast_hashing_1e10_per_second":["less than a second"],"online_throttling_100_per_hour":["[quant,_1,day]",1]},"guesses_log10":3.56584781867352,"guesses":3680,"crack_times_seconds":{"offline_fast_hashing_1e10_per_second":3.68e-07,"online_throttling_100_per_hour":132480,"online_no_throttling_10_per_second":368,"offline_slow_hashing_1e4_per_second":0.368},"score":1},"password":"nextel"},{"strength":{"feedback":{"warning":"This is a very common password","suggestions":["Add another word or two. Uncommon words are better."]},"crack_times_display":{"online_no_throttling_10_per_second":["[quant,_1,minute]",5],"offline_slow_hashing_1e4_per_second":["less than a second"],"offline_fast_hashing_1e10_per_second":["less than a second"],"online_throttling_100_per_hour":["[quant,_1,day]",1]},"matches":[{"reversed":0,"rank":3011,"guesses":3011,"token":"tiffany1","i":0,"class":"Data::Password::zxcvbn::Match::Dictionary","guesses_log10":3.47871075551276,"j":7,"substitutions":{},"dictionary_name":"passwords"}],"guesses":3012,"crack_times_seconds":{"offline_fast_hashing_1e10_per_second":3.012e-07,"online_throttling_100_per_hour":108432,"offline_slow_hashing_1e4_per_second":0.3012,"online_no_throttling_10_per_second":301.2},"score":1,"guesses_log10":3.47885496752866},"password":"tiffany1"},{"password":"choke","strength":{"crack_times_seconds":{"online_no_throttling_10_per_second":298.4,"offline_slow_hashing_1e4_per_second":0.2984,"offline_fast_hashing_1e10_per_second":2.984e-07,"online_throttling_100_per_hour":107424},"score":1,"guesses":2984,"guesses_log10":3.47479881880063,"crack_times_display":{"online_no_throttling_10_per_second":["[quant,_1,minute]",4],"offline_slow_hashing_1e4_per_second":["less than a second"],"online_throttling_100_per_hour":["[quant,_1,day]",1],"offline_fast_hashing_1e10_per_second":["less than a second"]},"feedback":{"warning":"","suggestions":["Add another word or two. Uncommon words are better."]},"matches":[{"guesses":2983,"token":"choke","guesses_log10":3.47465325336206,"i":0,"class":"Data::Password::zxcvbn::Match::Dictionary","reversed":0,"rank":2983,"dictionary_name":"us_tv_and_film","j":4,"substitutions":{}}]}},{"password":"1598753","strength":{"guesses_log10":3.73535933300171,"guesses":5437,"crack_times_seconds":{"offline_slow_hashing_1e4_per_second":0.5437,"online_no_throttling_10_per_second":543.7,"offline_fast_hashing_1e10_per_second":5.437e-07,"online_throttling_100_per_hour":195732},"score":1,"matches":[{"dictionary_name":"passwords","j":6,"substitutions":{},"guesses":5436,"token":"1598753","guesses_log10":3.73527944806046,"i":0,"class":"Data::Password::zxcvbn::Match::Dictionary","reversed":0,"rank":5436}],"feedback":{"warning":"This is a very common password","suggestions":["Add another word or two. 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Uncommon words are better."],"warning":""},"guesses_log10":8.00000000434294,"score":2,"crack_times_seconds":{"offline_slow_hashing_1e4_per_second":10000.0001,"online_no_throttling_10_per_second":10000000.1,"offline_fast_hashing_1e10_per_second":0.0100000001,"online_throttling_100_per_hour":3600000036},"guesses":100000001},"password":"vsd27o5j"},{"strength":{"guesses":100000001,"crack_times_seconds":{"offline_fast_hashing_1e10_per_second":0.0100000001,"online_throttling_100_per_hour":3600000036,"online_no_throttling_10_per_second":10000000.1,"offline_slow_hashing_1e4_per_second":10000.0001},"score":2,"guesses_log10":8.00000000434294,"feedback":{"warning":"","suggestions":["Add another word or two. Uncommon words are better."]},"crack_times_display":{"offline_slow_hashing_1e4_per_second":["[quant,_1,hour]",2],"online_no_throttling_10_per_second":["[quant,_1,month]",3],"online_throttling_100_per_hour":["centuries"],"offline_fast_hashing_1e10_per_second":["less than a second"]},"matches":[{"j":7,"guesses":100000000,"token":"vs6705pp","class":"Data::Password::zxcvbn::Match::BruteForce","i":0,"guesses_log10":8}]},"password":"vs6705pp"},{"password":"vQFJGDR595","strength":{"guesses_log10":9.97589113640179,"score":3,"crack_times_seconds":{"offline_fast_hashing_1e10_per_second":0.946,"online_throttling_100_per_hour":340560000000,"online_no_throttling_10_per_second":946000000,"offline_slow_hashing_1e4_per_second":946000},"guesses":9460000000,"matches":[{"j":2,"guesses":1000,"token":"vQF","i":0,"guesses_log10":3,"class":"Data::Password::zxcvbn::Match::BruteForce"},{"guesses":156,"i":3,"guesses_log10":2.19312459835446,"class":"Data::Password::zxcvbn::Match::Sequence","token":"JGD","ascending":"","j":5},{"j":9,"guesses":10000,"token":"R595","guesses_log10":4,"i":6,"class":"Data::Password::zxcvbn::Match::BruteForce"}],"crack_times_display":{"online_throttling_100_per_hour":["centuries"],"offline_fast_hashing_1e10_per_second":["less than a second"],"offline_slow_hashing_1e4_per_second":["[quant,_1,day]",10],"online_no_throttling_10_per_second":["[quant,_1,year]",30]},"feedback":{"suggestions":[],"warning":""}}},{"password":"vovik_love_nasku","strength":{"guesses_log10":14.5976952955958,"guesses":396000100000000,"score":4,"crack_times_seconds":{"online_throttling_100_per_hour":1.42560036e+16,"offline_fast_hashing_1e10_per_second":39600.01,"online_no_throttling_10_per_second":39600010000000,"offline_slow_hashing_1e4_per_second":39600010000},"matches":[{"j":5,"guesses":1000000,"i":0,"guesses_log10":6,"class":"Data::Password::zxcvbn::Match::BruteForce","token":"vovik_"},{"guesses":66,"guesses_log10":1.81954393554187,"i":6,"class":"Data::Password::zxcvbn::Match::Dictionary","token":"love","reversed":0,"rank":66,"dictionary_name":"passwords","substitutions":{},"j":9},{"j":15,"guesses_log10":6,"i":10,"class":"Data::Password::zxcvbn::Match::BruteForce","token":"_nasku","guesses":1000000}],"feedback":{"warning":"","suggestions":[]},"crack_times_display":{"offline_slow_hashing_1e4_per_second":["centuries"],"online_no_throttling_10_per_second":["centuries"],"offline_fast_hashing_1e10_per_second":["[quant,_1,hour]",11],"online_throttling_100_per_hour":["centuries"]}}},{"strength":{"guesses_log10":4.73370271120446,"score":1,"crack_times_seconds":{"online_no_throttling_10_per_second":5416.3,"offline_slow_hashing_1e4_per_second":5.4163,"online_throttling_100_per_hour":1949868,"offline_fast_hashing_1e10_per_second":5.4163e-06},"guesses":54163,"matches":[{"token":"Vovan","class":"Data::Password::zxcvbn::Match::Dictionary","i":0,"guesses_log10":4.73369469284339,"guesses":54162,"rank":27081,"reversed":0,"dictionary_name":"passwords","j":4,"substitutions":{}}],"crack_times_display":{"online_throttling_100_per_hour":["[quant,_1,day]",22],"offline_fast_hashing_1e10_per_second":["less than a second"],"online_no_throttling_10_per_second":["[quant,_1,hour]",1],"offline_slow_hashing_1e4_per_second":["[quant,_1,second]",5]},"feedback":{"suggestions":["Capitalization doesn't help very much","Add another word or two. Uncommon words are better."],"warning":"This is a very common password"}},"password":"Vovan"},{"strength":{"guesses":100000001,"score":2,"crack_times_seconds":{"offline_fast_hashing_1e10_per_second":0.0100000001,"online_throttling_100_per_hour":3600000036,"online_no_throttling_10_per_second":10000000.1,"offline_slow_hashing_1e4_per_second":10000.0001},"guesses_log10":8.00000000434294,"feedback":{"suggestions":["Add another word or two. Uncommon words are better."],"warning":""},"crack_times_display":{"online_throttling_100_per_hour":["centuries"],"offline_fast_hashing_1e10_per_second":["less than a second"],"online_no_throttling_10_per_second":["[quant,_1,month]",3],"offline_slow_hashing_1e4_per_second":["[quant,_1,hour]",2]},"matches":[{"token":"vova1664","i":0,"guesses_log10":8,"class":"Data::Password::zxcvbn::Match::BruteForce","guesses":100000000,"j":7}]},"password":"vova1664"},{"password":"vov4eg90","strength":{"feedback":{"warning":"","suggestions":["Add another word or two. Uncommon words are better."]},"crack_times_display":{"offline_slow_hashing_1e4_per_second":["[quant,_1,hour]",2],"online_no_throttling_10_per_second":["[quant,_1,month]",3],"offline_fast_hashing_1e10_per_second":["less than a second"],"online_throttling_100_per_hour":["centuries"]},"matches":[{"j":7,"guesses":100000000,"guesses_log10":8,"i":0,"class":"Data::Password::zxcvbn::Match::BruteForce","token":"vov4eg90"}],"guesses":100000001,"score":2,"crack_times_seconds":{"online_throttling_100_per_hour":3600000036,"offline_fast_hashing_1e10_per_second":0.0100000001,"online_no_throttling_10_per_second":10000000.1,"offline_slow_hashing_1e4_per_second":10000.0001},"guesses_log10":8.00000000434294}},{"strength":{"matches":[{"j":4,"substitutions":{},"dictionary_name":"passwords","rank":2757,"reversed":0,"token":"Volvo","i":0,"guesses_log10":3.74146676176975,"class":"Data::Password::zxcvbn::Match::Dictionary","guesses":5514},{"j":6,"guesses":100,"i":5,"class":"Data::Password::zxcvbn::Match::BruteForce","guesses_log10":2,"token":"06"}],"feedback":{"suggestions":["Capitalization doesn't help very much","Add another word or two. Uncommon words are better."],"warning":"This is similar to a commonly used password"},"crack_times_display":{"offline_fast_hashing_1e10_per_second":["less than a second"],"online_throttling_100_per_hour":["[quant,_1,year]",1],"online_no_throttling_10_per_second":["[quant,_1,day]",1],"offline_slow_hashing_1e4_per_second":["[quant,_1,minute]",1]},"guesses_log10":6.04641711698399,"guesses":1112800,"score":2,"crack_times_seconds":{"online_throttling_100_per_hour":40060800,"offline_fast_hashing_1e10_per_second":0.00011128,"online_no_throttling_10_per_second":111280,"offline_slow_hashing_1e4_per_second":111.28}},"password":"Volvo06"},{"strength":{"matches":[{"j":7,"guesses":100000000,"class":"Data::Password::zxcvbn::Match::BruteForce","i":0,"guesses_log10":8,"token":"vologvv1"}],"feedback":{"warning":"","suggestions":["Add another word or two. Uncommon words are better."]},"crack_times_display":{"offline_fast_hashing_1e10_per_second":["less than a second"],"online_throttling_100_per_hour":["centuries"],"online_no_throttling_10_per_second":["[quant,_1,month]",3],"offline_slow_hashing_1e4_per_second":["[quant,_1,hour]",2]},"guesses_log10":8.00000000434294,"guesses":100000001,"crack_times_seconds":{"online_no_throttling_10_per_second":10000000.1,"offline_slow_hashing_1e4_per_second":10000.0001,"online_throttling_100_per_hour":3600000036,"offline_fast_hashing_1e10_per_second":0.0100000001},"score":2},"password":"vologvv1"},{"strength":{"feedback":{"suggestions":["Add another word or two. Uncommon words are better."],"warning":""},"crack_times_display":{"offline_slow_hashing_1e4_per_second":["[quant,_1,hour]",2],"online_no_throttling_10_per_second":["[quant,_1,month]",3],"online_throttling_100_per_hour":["centuries"],"offline_fast_hashing_1e10_per_second":["less than a second"]},"matches":[{"j":7,"class":"Data::Password::zxcvbn::Match::BruteForce","i":0,"guesses_log10":8,"token":"vojok8mf","guesses":100000000}],"guesses":100000001,"score":2,"crack_times_seconds":{"online_no_throttling_10_per_second":10000000.1,"offline_slow_hashing_1e4_per_second":10000.0001,"online_throttling_100_per_hour":3600000036,"offline_fast_hashing_1e10_per_second":0.0100000001},"guesses_log10":8.00000000434294},"password":"vojok8mf"},{"strength":{"feedback":{"warning":"","suggestions":["Add another word or two. Uncommon words are better."]},"crack_times_display":{"offline_slow_hashing_1e4_per_second":["[quant,_1,hour]",2],"online_no_throttling_10_per_second":["[quant,_1,month]",3],"online_throttling_100_per_hour":["centuries"],"offline_fast_hashing_1e10_per_second":["less than a second"]},"matches":[{"guesses_log10":8,"i":0,"class":"Data::Password::zxcvbn::Match::BruteForce","token":"vojkan78","guesses":100000000,"j":7}],"guesses":100000001,"crack_times_seconds":{"offline_slow_hashing_1e4_per_second":10000.0001,"online_no_throttling_10_per_second":10000000.1,"online_throttling_100_per_hour":3600000036,"offline_fast_hashing_1e10_per_second":0.0100000001},"score":2,"guesses_log10":8.00000000434294},"password":"vojkan78"},{"strength":{"guesses_log10":9.00000000043429,"score":3,"crack_times_seconds":{"offline_slow_hashing_1e4_per_second":100000.0001,"online_no_throttling_10_per_second":100000000.1,"offline_fast_hashing_1e10_per_second":0.1000000001,"online_throttling_100_per_hour":36000000036},"guesses":1000000001,"matches":[{"token":"vohhiteru","guesses_log10":9,"i":0,"class":"Data::Password::zxcvbn::Match::BruteForce","guesses":1000000000,"j":8}],"crack_times_display":{"offline_slow_hashing_1e4_per_second":["[quant,_1,day]",1],"online_no_throttling_10_per_second":["[quant,_1,year]",3],"offline_fast_hashing_1e10_per_second":["less than a second"],"online_throttling_100_per_hour":["centuries"]},"feedback":{"suggestions":[],"warning":""}},"password":"vohhiteru"},{"password":"vodkasqu","strength":{"crack_times_seconds":{"offline_slow_hashing_1e4_per_second":504.8,"online_no_throttling_10_per_second":504800,"offline_fast_hashing_1e10_per_second":0.0005048,"online_throttling_100_per_hour":181728000},"score":2,"guesses":5048000,"guesses_log10":6.70311934623608,"crack_times_display":{"online_throttling_100_per_hour":["[quant,_1,year]",5],"offline_fast_hashing_1e10_per_second":["less than a second"],"online_no_throttling_10_per_second":["[quant,_1,day]",5],"offline_slow_hashing_1e4_per_second":["[quant,_1,minute]",8]},"feedback":{"suggestions":["Add another word or two. Uncommon words are better."],"warning":""},"matches":[{"dictionary_name":"us_tv_and_film","j":4,"substitutions":{},"token":"vodka","i":0,"guesses_log10":3.40122816749811,"class":"Data::Password::zxcvbn::Match::Dictionary","guesses":2519,"rank":2519,"reversed":0},{"j":7,"guesses":1000,"token":"squ","guesses_log10":3,"i":5,"class":"Data::Password::zxcvbn::Match::BruteForce"}]}},{"strength":{"guesses_log10":9.67942789661212,"guesses":4780000000,"crack_times_seconds":{"offline_fast_hashing_1e10_per_second":0.478,"online_throttling_100_per_hour":172080000000,"online_no_throttling_10_per_second":478000000,"offline_slow_hashing_1e4_per_second":478000},"score":3,"matches":[{"token":"vla","i":0,"class":"Data::Password::zxcvbn::Match::BruteForce","guesses_log10":3,"guesses":1000,"j":2},{"guesses":78,"ascending":1,"token":"def","i":3,"class":"Data::Password::zxcvbn::Match::Sequence","guesses_log10":1.89209460269048,"j":5},{"j":9,"guesses":10000,"i":6,"guesses_log10":4,"class":"Data::Password::zxcvbn::Match::BruteForce","token":"imov"}],"feedback":{"warning":"","suggestions":[]},"crack_times_display":{"online_throttling_100_per_hour":["centuries"],"offline_fast_hashing_1e10_per_second":["less than a second"],"online_no_throttling_10_per_second":["[quant,_1,year]",15],"offline_slow_hashing_1e4_per_second":["[quant,_1,day]",5]}},"password":"vladefimov"},{"strength":{"matches":[{"token":"vkn23vk730","class":"Data::Password::zxcvbn::Match::BruteForce","i":0,"guesses_log10":10,"guesses":10000000000,"j":9}],"feedback":{"warning":"","suggestions":[]},"crack_times_display":{"offline_slow_hashing_1e4_per_second":["[quant,_1,day]",11],"online_no_throttling_10_per_second":["[quant,_1,year]",32],"offline_fast_hashing_1e10_per_second":["[quant,_1,second]",1],"online_throttling_100_per_hour":["centuries"]},"guesses_log10":10.0000000000434,"guesses":10000000001,"score":3,"crack_times_seconds":{"offline_fast_hashing_1e10_per_second":1.0000000001,"online_throttling_100_per_hour":360000000036,"online_no_throttling_10_per_second":1000000000.1,"offline_slow_hashing_1e4_per_second":1000000.0001}},"password":"vkn23vk730"}]Password000755001750001750 013500137732 20515 5ustar00dakkardakkar000000000000Data-Password-zxcvbn-1.0.4/lib/Datazxcvbn.pm100644001750001750 1750113500137732 22551 0ustar00dakkardakkar000000000000Data-Password-zxcvbn-1.0.4/lib/Data/Passwordpackage Data::Password::zxcvbn; use strict; use warnings; use Module::Runtime qw(use_module); use Data::Password::zxcvbn::MatchList; use Data::Password::zxcvbn::TimeEstimate qw(estimate_attack_times); use Exporter 'import'; our @EXPORT_OK=qw(password_strength); our $VERSION = '1.0.4'; # VERSION # ABSTRACT: Dropbox's password estimation logic sub password_strength { my ($password, $opts) = @_; my $match_list_module = $opts->{match_list_module} || 'Data::Password::zxcvbn::MatchList'; my $matches = use_module($match_list_module)->omnimatch( $password, { user_input => $opts->{user_input}, regexes => $opts->{regexes}, ranked_dictionaries => $opts->{ranked_dictionaries}, l33t_table => $opts->{l33t_table}, graphs => $opts->{graphs}, modules => $opts->{modules}, }, ); my $most_guessable = $matches->most_guessable_match_list(); my $attack_times = estimate_attack_times($most_guessable->guesses); my $feedback = $most_guessable->get_feedback( $opts->{max_score_for_feedback}, ); return { score => $most_guessable->score, matches => $most_guessable->matches, guesses => $most_guessable->guesses, guesses_log10 => $most_guessable->guesses_log10, feedback => { warning => $feedback->{warning} || '', suggestions => $feedback->{suggestions} || [], }, crack_times_seconds => $attack_times->{crack_times_seconds} || {}, crack_times_display => $attack_times->{crack_times_display} || {}, }; } 1; __END__ =pod =encoding UTF-8 =for :stopwords PBKDF2 scrypt bcrypt un =head1 NAME Data::Password::zxcvbn - Dropbox's password estimation logic =head1 VERSION version 1.0.4 =head1 SYNOPSIS use Data::Password::zxcvbn qw(password_strength); my $strength = password_strength($my_password); warn $strength->{warning} if $strength->{score} < 3; =head1 DESCRIPTION This is a Perl port of Dropbox's password strength estimation library, L<< C|https://github.com/dropbox/zxcvbn >>. The code layout has been reworked to be generally nicer (e.g. we use classes instead of dispatch tables, all data structures are immutable) and to pre-compute more (e.g. the dictionaries are completely pre-built, instead of being partially computed at run time). The code has been tested against the L F test. When the dictionaries contain exactly the same data (including some words that are loaded wrongly by the Javascript and Python code, due to escaping issues), our results are identical. With the dictionaries as provided in this distribution, the results (estimated number of guesses) are still within 1%. =head1 FUNCTIONS =head2 C my $strength = password_strength($password); This is the main entry point for the library, and the only function you usually care about. It analyses the given string, finding the easiest way that a password cracking algorithm would guess it, and reports on its findings. =head3 Return value The return value is a hashref, with these keys: =over 4 =item * C estimated guesses needed to crack password =item * C order of magnitude of C =item * C hashref of back-of-the-envelope crack time estimations, in seconds, based on a few scenarios: =over 4 =item * C online attack on a service that rate-limits authentication attempts =item * C online attack on a service that doesn't rate-limit, or where an attacker has outsmarted rate-limiting. =item * C offline attack. assumes multiple attackers, proper user-unique salting, and a slow hash function with moderate work factor, such as bcrypt, scrypt, PBKDF2. =item * C offline attack with user-unique salting but a fast hash function like SHA-1, SHA-256 or MD5. A wide range of reasonable numbers anywhere from one billion - one trillion guesses per second, depending on number of cores and machines; ball-parking at 10B/sec. =back =item * C same keys as C, but more useful for display: the values are arrayrefs C<["english string",$value]> that can be passed to I18N libraries like L<< C >> to get localised versions with proper plurals =item * C Integer from 0-4 (useful for implementing a strength bar): =over 4 =item * C<0> too guessable: risky password. (C<< guesses < 10e3 >>) =item * C<1> very guessable: protection from throttled online attacks. (C<< guesses < 10e6 >>) =item * C<2> somewhat guessable: protection from un-throttled online attacks. (C<< guesses < 10e8 >>) =item * C<3> safely un-guessable: moderate protection from offline slow-hash scenario. (C<< guesses < 10e10 >>) =item * C<4> very un-guessable: strong protection from offline slow-hash scenario. (C<< guesses >= 10e10 >>) =back =item * C hashref, verbal feedback to help choose better passwords, contains useful information when C<< score <= 2 >>: =over 4 =item * C a string (sometimes empty), or an arrayref C<[$string,@values]> suitable for localisation. Explains what's wrong, e.g. 'this is a top-10 common password'. =item * C a possibly-empty array of suggestions to help choose a less guessable password. e.g. 'Add another word or two'; again, elements can be strings or arrayrefs for localisation. =back =item * C the list of patterns that zxcvbn based the guess calculation on; this is rarely useful to show to users =back All the objects in the returned value can be serialised to JSON, if you set C or equivalent in your JSON library. =head3 Options my $strength = password_strength($password,\%options); You can pass in several options to customise the behaviour of this function. From most-frequently useful: =over 4 =item * C the most useful option: a hashref of field names and values that should be considered "obvious guesses", e.g. account name, user's real name, company name, &c. (see L<< C >>) =item * C the maximum L<< /C >> above which no feedback will be provided, defaults to 2; provide a higher value if you want feedback even on strong passwords =item * C arrayref of module names to use instead of the built-in C classes; if you want to I a module, you still have to list all the built-ins in this array; L<< C >> is special, and if included here, it will be ignored =item * C module name to use instead of L<< C >> to run all the computations; the module should really be a subclass of that default one, with maybe some customised messages =item * C =item * C dictionaries and transliteration table, see L<< C >> =item * C adjacency graphs for keyboard-related spatial guesses, see L<< C >> =item * C which regexes to use, see L<< C >> =back =head1 SEE ALSO =over =item * L =item * L =back =head1 AUTHOR Gianni Ceccarelli =head1 COPYRIGHT AND LICENSE This software is copyright (c) 2018 by BroadBean UK, a CareerBuilder Company. This is free software; you can redistribute it and/or modify it under the same terms as the Perl 5 programming language system itself. =cut password000755001750001750 013500137732 21454 5ustar00dakkardakkar000000000000Data-Password-zxcvbn-1.0.4/t/tests/datazxcvbn.t100644001750001750 237013500137732 23315 0ustar00dakkardakkar000000000000Data-Password-zxcvbn-1.0.4/t/tests/data/password#!perl use strict; use warnings; use Test::Most; use lib 't/lib'; use JSON::MaybeXS; use Scalar::Util qw(looks_like_number); use Test::MyVisitor; use Data::Password::zxcvbn qw(password_strength); my $to_json = Test::MyVisitor->new( object => sub { $_[0]->visit_ref($_[1]->TO_JSON) }, ); my $no_log10 = Test::MyVisitor->new( hash => sub { my %ret = %{$_}; delete $ret{guesses_log10}; \%ret }, ); my $lax_numbers = Test::MyVisitor->new( hash_value => sub { my ($visitor,$value,$key) = @_; return $visitor->visit($value) if ref($value); return $value unless looks_like_number($value); # 1% rounding my $tolerance = abs(int($value/100)) || 1; return num($value,$tolerance); }, ); sub to_data { $no_log10->visit($to_json->visit(shift)) } sub to_test { $lax_numbers->visit($no_log10->visit(shift)) } my $cases = decode_json(do { open my $fh,'<','t/data/regression-data.json'; local $/; <$fh>; }); plan tests => scalar @{$cases}; for my $case (@{$cases}) { my $got = to_data(password_strength($case->{password})); my $test = to_test($case->{strength}); cmp_deeply( $got, $test, "checking $case->{password}", ) or explain $got,explain $test; } done_testing; scripts000755001750001750 013500137732 16763 5ustar00dakkardakkar000000000000Data-Password-zxcvbn-1.0.4zxcvbn-password-strength100644001750001750 416413500137732 24061 0ustar00dakkardakkar000000000000Data-Password-zxcvbn-1.0.4/scripts#!/usr/bin/env perl use strict; use warnings; use Data::Password::zxcvbn; use Getopt::Long qw(:config posix_default no_require_order auto_version auto_help ); our $VERSION = '1.0.4'; # VERSION # PODNAME: zxcvbn-password-strength # ABSTRACT: evaluate password strength my ($json,@from); GetOptions( 'json|j!' => \$json, 'from|f=s' => \@from, ); if ($json) { require JSON::MaybeXS; $json = JSON::MaybeXS->new( ascii => 1, pretty => 1, canonical => 1, allow_blessed => 1, convert_blessed => 1, ); } sub check_one { my ($password) = @_; my $strength = Data::Password::zxcvbn::password_strength($password); if ($json) { print $json->encode({ password => $password, strength => $strength, }),",\n"; } else { print $password, ' -> ',$strength->{score},"\n"; }; } check_one($_) for @ARGV; for my $file (@from) { open my $fh,'<:utf8',$file or die "Can't open $file: $!"; while (my $password = <$fh>) { chomp $password; next unless $password; check_one($password); } } __END__ =pod =encoding UTF-8 =head1 NAME zxcvbn-password-strength - evaluate password strength =head1 VERSION version 1.0.4 =head1 SYNOPSIS zxcvbn-password-strength [options] [password...] Options: =over 4 =item C<--json> =item C<-j> output a stream of JSON objects with full details for each password; without this option, only the password and its score will be printed =item C<< --from >> =item C<< -f >> opens the given C and treats each line as a password to evaluate; can be given more than once =item C<--help> prints this help message and exits =item C<--version> prints the script version and exits =back =head1 AUTHOR Gianni Ceccarelli =head1 COPYRIGHT AND LICENSE This software is copyright (c) 2018 by BroadBean UK, a CareerBuilder Company. This is free software; you can redistribute it and/or modify it under the same terms as the Perl 5 programming language system itself. =cut zxcvbn000755001750001750 013500137732 22027 5ustar00dakkardakkar000000000000Data-Password-zxcvbn-1.0.4/lib/Data/PasswordMatch.pm100644001750001750 1427713500137732 23614 0ustar00dakkardakkar000000000000Data-Password-zxcvbn-1.0.4/lib/Data/Password/zxcvbnpackage Data::Password::zxcvbn::Match; use Moo::Role; use Carp; use List::AllUtils qw(max); use overload '<=>' => \&compare, 'cmp' => \&compare, bool => sub { 1 }, ; our $VERSION = '1.0.4'; # VERSION # ABSTRACT: role for match objects has token => (is => 'ro', required => 1); # string has [qw(i j)] => (is => 'ro', required => 1); # ints sub compare { my ($self, $other) = @_; return $self->i <=> $other->i || $self->j <=> $other->j; } requires 'make'; has guesses => (is => 'lazy', builder => 'estimate_guesses'); requires 'estimate_guesses'; sub guesses_log10 { return log(shift->guesses)/log(10); } my $MIN_SUBMATCH_GUESSES_SINGLE_CHAR = 10; my $MIN_SUBMATCH_GUESSES_MULTI_CHAR = 50; # this is here only because ::BruteForce needs it sub _min_guesses { my ($self) = @_; return length($self->token) == 1 ? $MIN_SUBMATCH_GUESSES_SINGLE_CHAR : $MIN_SUBMATCH_GUESSES_MULTI_CHAR; } sub guesses_for_password { my ($self, $password) = @_; my $min_guesses = length($self->token) < length($password) ? $self->_min_guesses() : 1; my $guesses = $self->guesses(); return max($min_guesses,$guesses); } sub get_feedback { my ($self, $is_sole_match) = @_; return { warning => $self->feedback_warning($is_sole_match), suggestions => $self->feedback_suggestions($is_sole_match), }; } requires 'feedback_warning', 'feedback_suggestions'; sub fields_for_json { qw(token i j guesses guesses_log10) } sub TO_JSON { my ($self) = @_; return { class => ref($self), map { $_ => $self->$_ } $self->fields_for_json, }; } 1; __END__ =pod =encoding UTF-8 =head1 NAME Data::Password::zxcvbn::Match - role for match objects =head1 VERSION version 1.0.4 =head1 SYNOPSIS package My::Password::Match::Something; use Moo; with 'Data::Password::zxcvbn::Match'; has some_info => (is=>'ro'); sub make { my ($class, $password) = @_; return [ $class->new({ token => some_substring_of($password), i => position_of_first_char($token,$password), j => position_of_last_char($token,$password), some_info => whatever_needed(), }) ]; } sub estimate_guesses { my ($self) = @_; return $self->some_complexity_estimate(); } sub feedback_warning { 'this is a bad idea' } sub feedback_suggestions { return [ 'do something else' ] } 1; =head1 DESCRIPTION zxcvbn estimates the strength of a password by guessing which way a generic password cracker would produce it, and then guessing after how many tries it would produce it. This role provides the basic behaviour and interface for the classes that implement that guessing. =head1 ATTRIBUTES =head2 C Required string: the portion of the password that this object matches. For example, if your class represents "sequences of digits", an instance L from the password C would have C<< token => '1234' >>. =head2 C, C Required integers: the indices of the first and last character of L in the password. For the example above, we would have C<< i => 3, j => 6 >>. =head2 C The estimated number of attempts that a generic password cracker would need to guess the particular L. The value for this attribute is generated on demand by calling L<< /C >>. =head1 REQUIRED METHODS =head2 C sub make { my ($class, $password) = @_; return [ $class->new(\%something), ... ]; } This factory method should return a I arrayref of instances, one for each substring of the C<$password> that could be generated / guessed with the logic that your class represents. =head2 C sub estimate_guesses { my ($self) = @_; return $self->some_complexity_estimate(); } This method should return an integer, representing an estimate of the number of attempts that a generic password cracker would need to guess the particular L I. For example, if your class represents "sequences of digits", you could hypothesise that the cracker would go in order from 1, so you'd write: sub estimate_guesses { return 0 + shift->token } =head2 C This method should return a string (possibly empty), or an arrayref C<[$string,@values]> suitable for localisation. The returned value should explain what's wrong, e.g. 'this is a top-10 common password'. =head2 C This method should return a possibly-empty array of suggestions to help choose a less guessable password. e.g. 'Add another word or two'; again, elements can be strings or arrayrefs for localisation. =head1 METHODS =head2 C $match1 <=> $match2 $match1 cmp $match2 The comparison operators are overloaded to sort by L<< /C >> and L<< /C >>, so a sorted list of matches will cover the password from left to right. =head2 C The logarithm in base 10 of L<< /C >>. =head2 C my $guesses = $match->guesses_for_password($password); This method will return the same value as L<< /C >>, or some minimum number of guesses, whichever is higher. This is to make sure that all match have a measurable impact on the estimation of the total complexity. =head2 C my %feedback = %{ $match->get_feedback($is_sole_match) }; Returns a hashref, with verbal feedback to help choose better passwords. The hash contains: =over 4 =item * C string (or arrayref for localisation), produced by calling L<< /C >> =item * C arrayref of strings (or arrayrefs for localisation), produced by calling L<< /C >>. =back =head2 C =head2 C Matches can be serialised to JSON. The serialisation will be a dictionary with all the fields returned by L<< /C >>. By default, it will contain C. =head1 AUTHOR Gianni Ceccarelli =head1 COPYRIGHT AND LICENSE This software is copyright (c) 2018 by BroadBean UK, a CareerBuilder Company. This is free software; you can redistribute it and/or modify it under the same terms as the Perl 5 programming language system itself. =cut MatchList.pm100644001750001750 3252013500137732 24437 0ustar00dakkardakkar000000000000Data-Password-zxcvbn-1.0.4/lib/Data/Password/zxcvbnpackage Data::Password::zxcvbn::MatchList; use Moo; use Data::Password::zxcvbn::Match::BruteForce; use Data::Password::zxcvbn::Combinatorics qw(factorial); use Data::Password::zxcvbn::TimeEstimate qw(guesses_to_score); use Module::Runtime qw(use_module); use List::AllUtils 0.14 qw(max_by); our $VERSION = '1.0.4'; # VERSION # ABSTRACT: a collection of matches for a password has password => (is => 'ro', required => 1); # string has matches => (is => 'ro', default => sub { [] }); has guesses => (is => 'ro'); sub omnimatch { my ($class, $password, $opts) = @_; # let's protect people who try to pass BruteForce in my @modules = $opts->{modules} ? grep { $_ ne 'Data::Password::zxcvbn::Match::BruteForce' } @{$opts->{modules}} : map { "Data::Password::zxcvbn::Match::$_" } qw( Dictionary UserInput Spatial Repeat Sequence Regex Date ); # here, we need to pass the whole $opts down, because some # matchers (e.g. Repeat) will use it to call us recursively, and # we don't want to lose any option my @matches = map { @{ use_module($_)->make($password,$opts) }, } @modules; @matches = sort @matches; return $class->new({ password => $password, matches => \@matches, }); } # the following is a O($l_max * ($n + $m)) dynamic programming # algorithm for a length-$n password with $m candidate matches. $l_max # is the maximum optimal sequence length spanning each prefix of the # password. In practice it rarely exceeds 5 and the search terminates # rapidly. # # the optimal "minimum guesses" sequence is here defined to be the # sequence that minimizes the following function: # # $g = $l! * Product($_->guesses for $sequence) + $D^($l - 1) # # where $l is the length of the $sequence. # # the factorial term is the number of ways to order $l patterns. # # the $D^($l-1) term is another length penalty, roughly capturing the # idea that an attacker will try lower-length sequences first before # trying length-$l sequences. # # for example, consider a sequence that is date-repeat-dictionary. # # - an attacker would need to try other date-repeat-dictionary # combinations, hence the product term. # # - an attacker would need to try repeat-date-dictionary, # dictionary-repeat-date, ..., hence the factorial term. # # - an attacker would also likely try length-1 (dictionary) and # length-2 (dictionary-date) sequences before length-3. assuming at # minimum $D guesses per pattern type, $D^($l-1) approximates # Sum($D**$_ for 1..$l-1) my $MIN_GUESSES_BEFORE_GROWING_SEQUENCE = 10000; sub most_guessable_match_list { ## no critic(ProhibitExcessComplexity) my ($self, $exclude_additive) = @_; my $password = $self->password; my $n = length($password); # partition matches into sublists according to ending index j my %matches_by_j; for my $match (@{$self->matches}) { push @{$matches_by_j{$match->j}},$match; } # small detail: for deterministic output, sort each sublist by i. for my $list (values %matches_by_j) { $list = [ sort {$a->i <=> $b->i} @{$list} ]; } # $optimal{m}{$k}{$l} holds final match in the best length-$l # match sequence covering the password prefix up to $k, inclusive. # if there is no length-$l sequence that scores better (fewer # guesses) than a shorter match sequence spanning the same prefix, # this is undefined. # # $optimal{pi} has the same structure as $optimal{m} -- holds the # product term Prod(m.guesses for m in sequence). $optimal{pi} # allows for fast (non-looping) updates to the minimization # function. # # $optimal{g} again same structure, holds the overall metric my %optimal; # helper: considers whether a length-$length sequence ending at # $match is better (fewer guesses) than previously encountered # sequences, updating state if so. my $update = sub { my ($match,$length) = @_; my $k = $match->j; my $pi = $match->guesses_for_password($password); if ($length > 1) { # we're considering a length-$length sequence ending with # $match: obtain the product term in the minimization # function by multiplying $match->guesses by the product # of the length-($length-1) sequence ending just before # $match, at $match->i - 1 $pi *= $optimal{pi}->{$match->i-1}{$length-1}; } my $guesses = factorial($length) * $pi; $guesses += $MIN_GUESSES_BEFORE_GROWING_SEQUENCE ** ($length-1) unless $exclude_additive; # update state if new best. first see if any competing # sequences covering this prefix, with $length or fewer # matches, fare better than this sequence. if so, skip it and # return. for my $competing_length (keys %{$optimal{g}->{$k}}) { next if $competing_length > $length; my $competing_g = $optimal{g}->{$k}{$competing_length}; next unless defined $competing_g; return if $competing_g <= $guesses; } $optimal{g}->{$k}{$length} = $guesses; $optimal{m}->{$k}{$length} = $match; $optimal{pi}->{$k}{$length} = $pi; }; # helper: evaluate bruteforce matches ending at k. my $bruteforce_update = sub { my ($k) = @_; # see if a single bruteforce match spanning the k-prefix is optimal. my $match = Data::Password::zxcvbn::Match::BruteForce->new({ password => $password, i => 0, j => $k, }); $update->($match, 1); for my $i (1..$k) { # generate $k bruteforce matches, spanning from (i=1, j=$k) up to # (i=$k, j=$k). see if adding these new matches to any of the # sequences in $optimal{m}->[i-1] leads to new bests. my $other_match = Data::Password::zxcvbn::Match::BruteForce->new({ password => $password, i => $i, j => $k, }); for my $length (keys %{$optimal{m}->{$i-1}}) { my $last_match = $optimal{m}->{$i-1}{$length}; # corner: an optimal sequence will never have two adjacent # bruteforce matches. it is strictly better to have a single # bruteforce match spanning the same region: same contribution # to the guess product with a lower length. # --> safe to skip those cases. next if $last_match->isa('Data::Password::zxcvbn::Match::BruteForce'); # try adding m to this length-l sequence. $update->($other_match, $length + 1); } } }; # helper: step backwards through optimal.m starting at the end, # constructing the final optimal match sequence. my $unwind = sub { my ($k) = @_; my @optimal_match_sequence; --$k; # find the final best sequence length and score my $length; my $guesses; for my $candidate_length (keys %{$optimal{g}->{$k}}) { my $candidate_guesses = $optimal{g}->{$k}{$candidate_length}; if (!defined($guesses) || $candidate_guesses < $guesses) { $length = $candidate_length; $guesses = $candidate_guesses; } } while ($k >= 0) { my $match = $optimal{m}->{$k}{$length}; unshift @optimal_match_sequence,$match; $k = $match->i - 1; --$length; } return \@optimal_match_sequence; }; for my $k (0..$n-1) { for my $match (@{$matches_by_j{$k}}) { if ($match->i > 0) { for my $l (keys %{$optimal{m}->{$match->i - 1}}) { $update->($match, $l+1); } } else { $update->($match,1); } } $bruteforce_update->($k); } my $optimal_match_sequence = $unwind->($n); my $optimal_length = @{$optimal_match_sequence}; my $guesses; # corner: empty password if ($n==0) { $guesses = 1; } else { $guesses = $optimal{g}->{$n - 1}{$optimal_length}; } return ref($self)->new({ password => $password, guesses => $guesses, matches => $optimal_match_sequence, }); } sub guesses_log10 { return log(shift->guesses)/log(10); } sub score { guesses_to_score(shift->guesses) } sub get_feedback { my ($self, $max_score_for_feedback) = @_; # yes, if someone passes a 0, they'll get the default; I consider # this a feature $max_score_for_feedback ||= 2; my $matches = $self->matches; my $matches_count = @{$matches}; if ($matches_count == 0) { return $self->feedback_for_no_matches; } if ($self->score > $max_score_for_feedback) { return $self->feedback_above_threshold; } my $longest_match = max_by { length($_->token) } @{$matches}; my $is_sole_match = $matches_count == 1; my $feedback = $longest_match->get_feedback($is_sole_match); my $extra_feedback = $self->feedback_below_threshold; push @{$feedback->{suggestions}}, @{$extra_feedback->{suggestions}}; $feedback->{warning} ||= $extra_feedback->{warning}; return $feedback; } sub feedback_for_no_matches { return { warning => '', suggestions => [ 'Use a few words, avoid common phrases.', 'No need for symbols, digits, or uppercase letters.', ], }; } sub feedback_above_threshold { return { warning => '', suggestions => [] }; } sub feedback_below_threshold { return { warning => '', suggestions => [ 'Add another word or two. Uncommon words are better.' ], }; } 1; __END__ =pod =encoding UTF-8 =for :stopwords JS =for :stopwords precendence =head1 NAME Data::Password::zxcvbn::MatchList - a collection of matches for a password =head1 VERSION version 1.0.4 =head1 SYNOPSIS use Data::Password::zxcvbn::MatchList; my $list = Data::Password::zxcvbn::MatchList->omnimatch($password) ->most_guessable_match_list; =head1 DESCRIPTION zxcvbn estimates the strength of a password by guessing which way a generic password cracker would produce it, and then guessing after how many tries it would produce it. This class represents a list of guesses ("matches"), covering different substrings of a password. =head1 ATTRIBUTES =head2 C Required string, the password this list is about. =head2 C Arrayref, the actual list of matches. =head2 C The estimated number of attempts that a generic password cracker would need to guess the whole L. This will be set for objects returned by L<< /C >>, not for those returned by L<< /C >>. =head1 METHODS =head2 C my $match_list = Data::Password::zxcvbn::MatchList->omnimatch($password,\%opts); Main constructor (the name comes from the original JS implementation). Calls C<< ->make($password,\%opts) >> on all the C classes (or the ones in C<< @{$opts{modules}} >>), combines all the matches, and returns a C holding them. =head2 C my $minimal_list = $match_list->most_guessable_match_list; This method extracts, from the L of the invocant, a list of non-overlapping matches with minimum guesses. That list should represent the way that a generic password cracker would guess the L, and as such is the one that the L
will use. =head2 C The logarithm in base 10 of L<< /C >>. =head2 C my $score = $match_list->score; Returns an integer from 0-4 (useful for implementing a strength bar). See L<< C|Data::Password::zxcvbn::TimeEstimate/guesses_to_score >>. =head2 C my %feedback = %{ $match_list->get_feedback }; my %feedback = %{ $match_list->get_feedback($max_score_for_feedback) }; If there's no matches, returns the result of L<< /C >>. If the match list L is above C<$max_score_for_feedback> (default 2), returns the result of L<< /C >>. Otherwise, collects all the feedback from the L, and returns it, merged with the result of L<< /C >> (suggestions are appended, but the warning from the matches takes precendence). =head2 C Returns a feedback for when the password didn't match any of our heuristics. It contains no warning, and some simple common suggestions. =head2 C Returns a feedback for when the password scored above the threshold passed to L<< /C >> (i.e. the password is "good"). It's an empty feedback. =head2 C Returns a feedback for when the password scored below the threshold passed to L<< /C >> (i.e. the password is "bad"). It suggests to add some words. =head1 AUTHOR Gianni Ceccarelli =head1 COPYRIGHT AND LICENSE This software is copyright (c) 2018 by BroadBean UK, a CareerBuilder Company. This is free software; you can redistribute it and/or modify it under the same terms as the Perl 5 programming language system itself. =cut zxcvbn000755001750001750 013500137732 22766 5ustar00dakkardakkar000000000000Data-Password-zxcvbn-1.0.4/t/tests/data/passwordscoring.t100644001750001750 472613500137732 24770 0ustar00dakkardakkar000000000000Data-Password-zxcvbn-1.0.4/t/tests/data/password/zxcvbn#!perl use strict; use warnings; use Test::Most; use lib 't/lib'; use Test::zxcvbn qw(match_for_testing cmp_match cmp_sequence); use Data::Password::zxcvbn::MatchList; sub test_scoring { my ($input,$expected,$message) = @_; my $password = '0123456789'; my $result = Data::Password::zxcvbn::MatchList->new({ password => $password, matches => $input, })->most_guessable_match_list(1); cmp_sequence( $result, $expected, $message, ); } subtest 'empty match sequence' => sub { test_scoring( [], [ cmp_match(0,9,'BruteForce') ], 'returns one bruteforce match', ); }; subtest 'match covers prefix of password' => sub { my $match = match_for_testing(0,5,1); test_scoring( [ $match ], [ $match, cmp_match(6,9,'BruteForce') ], 'returns match + bruteforce', ); }; subtest 'match covers suffix of password' => sub { my $match = match_for_testing(3,9,1); test_scoring( [$match], [ cmp_match(0,2,'BruteForce'), $match ], 'returns bruteforce + match', ); }; subtest 'match covers infix of password' => sub { my $match = match_for_testing(1,8,1); test_scoring( [$match], [ cmp_match(0,0,'BruteForce'), $match, cmp_match(9,9,'BruteForce'), ], 'returns bruteforce + match + bruteforce', ); }; subtest 'given two matches of the same span' => sub { my $matches = [ match_for_testing(0,9,1), match_for_testing(0,9,2) ]; test_scoring( $matches, [ $matches->[0] ], 'chooses lower-guesses match', ); $matches = [ match_for_testing(0,9,3), match_for_testing(0,9,2) ]; test_scoring( $matches, [ $matches->[1] ], 'and the order in which matches are given does not matter', ); }; subtest 'when m0 covers m1 and m2' => sub { my $matches = [ match_for_testing(0,9,3), match_for_testing(0,3,2), match_for_testing(4,9,1), ]; test_scoring( $matches, { guesses => 3, matches => [ $matches->[0] ] }, 'choose [m0] when m0 < m1 * m2 * fact(2)', ); $matches = [ match_for_testing(0,9,5), match_for_testing(0,3,2), match_for_testing(4,9,1), ]; test_scoring( $matches, { guesses => 4, matches => [ $matches->[1], $matches->[2] ] }, 'choose [m1,m2] when m0 > m1 * m2 * fact(2)', ); }; done_testing; Match000755001750001750 013500137732 23063 5ustar00dakkardakkar000000000000Data-Password-zxcvbn-1.0.4/lib/Data/Password/zxcvbnDate.pm100644001750001750 2265513500137732 24470 0ustar00dakkardakkar000000000000Data-Password-zxcvbn-1.0.4/lib/Data/Password/zxcvbn/Matchpackage Data::Password::zxcvbn::Match::Date; use Moo; with 'Data::Password::zxcvbn::Match'; use List::AllUtils 0.14 qw(max min_by); our $VERSION = '1.0.4'; # VERSION # ABSTRACT: match class for digit sequences that look like dates my $MIN_YEAR_SPACE = 20; my $REFERENCE_YEAR = 2017; has year => ( is => 'ro', required => 1 ); has separator => ( is => 'ro', default => '' ); sub estimate_guesses { my ($self, $min_guesses) = @_; # base guesses: (year distance from REFERENCE_YEAR) * num_days * num_years my $year_space = max(abs($self->year - $REFERENCE_YEAR),$MIN_YEAR_SPACE); my $guesses = $year_space * 365; # add factor of 4 for separator selection (one of ~4 choices) $guesses *=4 if $self->separator; return $guesses; } my $MAYBE_DATE_NO_SEP_RE = qr{\A ([0-9]{4,8}) \z}x; my $MAYBE_DATE_WITH_SEP_RE = qr{\A ([0-9]{1,4}) ([\s/\\_.-]) ([0-9]{1,2}) \2 ([0-9]{1,4}) \z}x; my $MAX_YEAR = 2050; my $MIN_YEAR = 1000; my %SPLITS = ( 4 => [ # for length-4 strings, eg 1191 or 9111, two ways to split: [1, 2], # 1 1 91 (2nd split starts at index 1, 3rd at index 2) [2, 3], # 91 1 1 ], 5 => [ [1, 3], # 1 11 91 [2, 3], # 11 1 91 ], 6 => [ [1, 2], # 1 1 1991 [2, 4], # 11 11 91 [4, 5], # 1991 1 1 ], 7 => [ [1, 3], # 1 11 1991 [2, 3], # 11 1 1991 [4, 5], # 1991 1 11 [4, 6], # 1991 11 1 ], 8 => [ [2, 4], # 11 11 1991 [4, 6], # 1991 11 11 ], ); sub make { my ($class, $password) = @_; # a "date" is recognized as: # * any 3-tuple that starts or ends with a 2- or 4-digit year, # * with 2 or 0 separator chars (1.1.91 or 1191), # * maybe zero-padded (01-01-91 vs 1-1-91), # * a month between 1 and 12, # * a day between 1 and 31. # # note: this isn't true date parsing in that "feb 31st" is allowed, # this doesn't check for leap years, etc. # # recipe: # # start with regex to find maybe-dates, then attempt to map the # integers onto month-day-year to filter the maybe-dates into # dates. # # finally, remove matches that are substrings of other matches to # reduce noise. # # note: instead of using a lazy or greedy regex to find many dates # over the full string, this uses a ^...$ regex against every # substring of the password -- less performant but leads to every # possible date match. my $length = length($password); # dates without separators are between length 4 '1191' and 8 '11111991' return [] if $length < 4; my @matches; for my $i (0..$length-3) { for my $j ($i+3 .. $i+8) { last if $j >= $length; my $token = substr($password,$i,$j-$i+1); next unless $token =~ $MAYBE_DATE_NO_SEP_RE; my @candidates; for my $split (@{ $SPLITS{length($token)} || [] }) { my ($k,$l) = @{$split}; my $year = $class->_map_ints_to_year( substr($token,0,$k), substr($token,$k,$l-$k), substr($token,$l), ) or next; push @candidates,$year; } next unless @candidates; # at this point: different possible year mappings for the # same i,j substring. match the candidate date that likely # takes the fewest guesses: a year closest to # 2017. ($REFERENCE_YEAR). # # ie, considering '111504', prefer 11-15-04 to 1-1-1504 # (interpreting '04' as 2004) my $best_candidate = min_by { abs($_ - $REFERENCE_YEAR) } @candidates; push @matches, $class->new({ token => $token, i => $i, j => $j, separator => '', year => $best_candidate, }); } } # dates with separators are between length 6 '1/1/91' and 10 '11/11/1991' for my $i (0..$length-5) { for my $j ($i+5 .. $i+10) { last if $j >= $length; my $token = substr($password,$i,$j-$i+1); my @pieces = $token =~ $MAYBE_DATE_WITH_SEP_RE or next; my $year = $class->_map_ints_to_year( $pieces[0], $pieces[2], $pieces[3] ) or next; push @matches, $class->new({ token => $token, i => $i, j => $j, separator => $pieces[1], year => $year, }); } } # matches now contains all valid date strings in a way that is # tricky to capture with regexes only. while thorough, it will # contain some unintuitive noise: # # '2015_06_04', in addition to matching 2015_06_04, will also # contain 5(!) other date matches: 15_06_04, 5_06_04, ..., even # 2015 (matched as 5/1/2020) # # to reduce noise, remove date matches that are strict substrings # of others @matches = grep { my $match = $_; my $is_submatch = grep { $_ == $match ? 0 : $_->i <= $match->i && $_->j >= $match->j ? 1 : 0 } @matches; !$is_submatch; } @matches; @matches = sort @matches; return \@matches; } sub _map_ints_to_year { my ($class,@ints) = @_; ## no critic (ProhibitBooleanGrep) # given a 3-tuple, discard if: # middle int is over 31 (for all dmy formats, years are never allowed in # the middle) # middle int is zero return undef if $ints[1] > 31 or $ints[1] <= 0; # any int is over the max allowable year # any int is over two digits but under the min allowable year return undef if grep { $_ > $MAX_YEAR || ( $_ > 99 && $_ < $MIN_YEAR ) } @ints; # 2 ints are over 31, the max allowable day return undef if grep { $_ > 31 } @ints >= 2; # 2 ints are zero return undef if grep { $_ == 0 } @ints >= 2; # all ints are over 12, the max allowable month return undef if grep { $_ > 12 } @ints == 3; # first look for a four digit year: yyyy + daymonth or daymonth + yyyy my @possible_four_digit_splits = ( [ $ints[2], $ints[0], $ints[1] ], [ $ints[0], $ints[1], $ints[2] ], ); for my $split (@possible_four_digit_splits) { my ($year,@rest) = @{$split}; if ( $year >= $MIN_YEAR && $year <= $MAX_YEAR) { # for a candidate that includes a four-digit year, # when the remaining ints don't match to a day and month, # it is not a date. if ($class->_map_ints_to_dm(@rest)) { return $year; } else { return undef; } } } # given no four-digit year, two digit years are the most flexible # int to match, so try to parse a day-month out of @ints[0,1] or # @ints[1,0] for my $split (@possible_four_digit_splits) { my ($year,@rest) = @{$split}; if ($class->_map_ints_to_dm(@rest)) { $year = $class->_two_to_four_digit_year($year); return $year; } } return undef; } sub _map_ints_to_dm { my ($class,@ints) = @_; for my $case ([@ints],[reverse @ints]) { my ($d,$m) = @{$case}; if ( $d >= 1 && $d <= 31 && $m >= 1 && $m <= 12) { return 1 } } return undef; } sub _two_to_four_digit_year { my ($class, $year) = @_; return $year if $year > 99; return 1900 + $year if $year > 50; return 2000 + $year; } sub feedback_warning { my ($self) = @_; return 'Dates are often easy to guess'; } sub feedback_suggestions { return [ 'Avoid dates and years that are associated with you' ]; } around fields_for_json => sub { my ($orig,$self) = @_; ( $self->$orig(), qw(year separator) ) }; 1; __END__ =pod =encoding UTF-8 =head1 NAME Data::Password::zxcvbn::Match::Date - match class for digit sequences that look like dates =head1 VERSION version 1.0.4 =head1 DESCRIPTION This class represents the guess that a certain substring of a password, consisting of digits and maybe separators, can be guessed by scanning dates in the recent past (like birthdays, or recent events). =head1 ATTRIBUTES =head2 C Integer, the year extracted from the token. =head2 C String, possibly empty: the separator used between digits in the token. =head1 METHODS =head2 C The number of guesses is the number of days between the extracted L and a reference year (currently 2017), multiplied by the possible separators. =head2 C my @matches = @{ Data::Password::zxcvbn::Match::Date->make( $password, ) }; Scans the C<$password> for sequences of digits and separators that look like dates. Some examples: =over 4 =item * 1/1/91 =item * 1191 =item * 1991-01-01 =item * 910101 =back =head2 C =head2 C This class suggests not using dates. =head2 C The JSON serialisation for matches of this class will contain C. =head1 AUTHOR Gianni Ceccarelli =head1 COPYRIGHT AND LICENSE This software is copyright (c) 2018 by BroadBean UK, a CareerBuilder Company. This is free software; you can redistribute it and/or modify it under the same terms as the Perl 5 programming language system itself. =cut Regex.pm100644001750001750 1212613500137732 24655 0ustar00dakkardakkar000000000000Data-Password-zxcvbn-1.0.4/lib/Data/Password/zxcvbn/Matchpackage Data::Password::zxcvbn::Match::Regex; use Moo; with 'Data::Password::zxcvbn::Match'; use List::AllUtils qw(max); our $VERSION = '1.0.4'; # VERSION # ABSTRACT: match class for recognisable patterns in passwords our %regexes_limited = ( ## no critic (ProhibitPackageVars) recent_year => [qr{(19\d\d|200\d|201\d)},-1], ); our %regexes = ( ## no critic (ProhibitPackageVars) alpha_lower => [qr{(\p{Ll}+)},26], alpha_upper => [qr{(\p{Lu}+)},26], alpha => [qr{(\p{L}+)},52], # Nd means "decimal number", let's ignore the other kind of numbers digits => [qr{(\p{Nd}+)},10], alphanumeric => [qr{( (?: (?: \p{L}+\p{Nd}+ )+\p{L}* ) | (?: (?: \p{Nd}+\p{L}+ )+\p{Nd}* ))},62], # marks, punctuation, symbols symbols => [qr{((?:\p{M}|\p{P}|\p{S})+)},33], %regexes_limited, ); # this should be constrained to the keys of %regexes, but we can't do # that because users can pass their own regexes to ->make has regex_name => ( is => 'ro', default => 'alphanumeric' ); has regexes => ( is => 'ro', default => sub { \%regexes } ); sub make { my ($class, $password, $opts) = @_; my $regexes = $opts->{regexes} || \%regexes_limited; # the normal zxcvbn implementation only uses recent_year, we may # want to have all of them if ($regexes eq 'all') { $regexes = \%regexes; } my @matches; for my $regex_name (keys %{$regexes}) { my $regex = $regexes->{$regex_name}[0]; # reset the match position pos($password)=0; while ($password =~ m{$regex}gc) { push @matches, $class->new({ token => $1, # @- and @+ hold the begin/end index of matches i => $-[1], j => $+[1]-1, regex_name => $regex_name, regexes => $regexes, }); } } @matches = sort @matches; return \@matches; } my $MIN_YEAR_SPACE = 20; my $REFERENCE_YEAR = 2017; sub estimate_guesses { my ($self,$min_guesses) = @_; my $regex = $self->regex_name; if ($regex eq 'recent_year') { return max( abs($self->token - $REFERENCE_YEAR), $MIN_YEAR_SPACE, ); } else { return $self->regexes->{$self->regex_name}[1] ** length($self->token); } } sub feedback_warning { my ($self) = @_; return $self->regex_name eq 'recent_year' ? 'Recent years are easy to guess' : undef ; } sub feedback_suggestions { my ($self) = @_; return [ $self->regex_name eq 'recent_year' ? ( 'Avoid recent years', 'Avoid years that are associated with you' ) : (), ]; } around fields_for_json => sub { my ($orig,$self) = @_; ( $self->$orig(), qw(regex_name) ) }; 1; __END__ =pod =encoding UTF-8 =head1 NAME Data::Password::zxcvbn::Match::Regex - match class for recognisable patterns in passwords =head1 VERSION version 1.0.4 =head1 DESCRIPTION This class represents the guess that a certain substring of a password can be guessed by enumerating small languages described by regular expressions. By default, the only regex used is one that matches recent years (yes, this is very similar to what L<< C|Data::Password::zxcvbn::Match::Date >> does). =head1 ATTRIBUTES =head2 C Hashref, the regular expressions that were tried to get this match. The values are arrayrefs with 2 elements: the regex itself, and the estimated number of guesses per character; for example: digits => [ qr[(\p{Nd}+)], 10 ], =head2 C The name of the regex that matched the token. =head1 METHODS =head2 C my @matches = @{ Data::Password::zxcvbn::Match::Regex->make( $password, { # this is the default regexes => \%Data::Password::zxcvbn::Match::Regex::regexes_limited, }, ) }; Scans the C<$password> for substrings that match regexes in C. By default, the only regex that's used is one that matches recent years expressed as 4 digits. More patterns are available as C<\%Data::Password::zxcvbn::Match::Regex::regexes> (which you can also get if you say C<< regexes => 'all' >>), or you can pass in your own hashref. =head2 C For the C regex, the number of guesses is the number of years between the value represented by the token and a reference year (currently 2017). For all other regexes, the number of guesses is exponential on the length of the token, using as base the second element of the matching pattern (i.e. C<< $self->regexes->{$self->regex_name}[1] >>). =head2 C =head2 C This class suggests not using recent years. At the moment, there's no feedback for other regexes. =head2 C The JSON serialisation for matches of this class will contain C. =head1 AUTHOR Gianni Ceccarelli =head1 COPYRIGHT AND LICENSE This software is copyright (c) 2018 by BroadBean UK, a CareerBuilder Company. This is free software; you can redistribute it and/or modify it under the same terms as the Perl 5 programming language system itself. =cut TimeEstimate.pm100644001750001750 1230313500137732 25136 0ustar00dakkardakkar000000000000Data-Password-zxcvbn-1.0.4/lib/Data/Password/zxcvbnpackage Data::Password::zxcvbn::TimeEstimate; use strict; use warnings; use Exporter 'import'; our @EXPORT_OK=qw(estimate_attack_times guesses_to_score display_time); our $VERSION = '1.0.4'; # VERSION # ABSTRACT: functions to estimate cracking times sub estimate_attack_times { my ($guesses) = @_; my %crack_times_seconds = ( online_throttling_100_per_hour => $guesses / (100.0 / 3600.0), online_no_throttling_10_per_second => $guesses / 10.0, offline_slow_hashing_1e4_per_second => $guesses / 1e4, offline_fast_hashing_1e10_per_second => $guesses / 1e10, ); my %crack_times_display = map { $_ => display_time($crack_times_seconds{$_}) } keys %crack_times_seconds; return { crack_times_seconds => \%crack_times_seconds, crack_times_display => \%crack_times_display, }; } # the +5 are apparently there to avoid fencepost errors my @score_scales = ( 1e3+5, # risky password: "too guessable" 1e6+5, # modest protection from throttled online attacks: "very guessable" 1e8+5, # modest protection from unthrottled online attacks: # "somewhat guessable" 1e10+5, # modest protection from offline attacks: "safely # unguessable" assuming a salted, slow hash function like # bcrypt, scrypt, PBKDF2, argon, etc # else: strong protection from offline attacks under same # scenario: "very unguessable" ); sub guesses_to_score { my ($guesses) = @_; for my $score (0..$#score_scales) { if ($guesses < $score_scales[$score]) { return $score } } return scalar @score_scales; } my @display_scales = ( # if it's less than this, use this name # (otherwise divide by the number, and carry on) [ 60 => 'second' ], [ 60 => 'minute' ], [ 24 => 'hour' ], [ 30 => 'day' ], [ 12 => 'month' ], [ 100 => 'year' ], ); sub display_time { my ($time) = @_; return ['less than a second'] if $time < 1; for my $scale (@display_scales) { if ($time < $scale->[0]) { return [ "[quant,_1,$scale->[1]]", int($time) ]; } $time /= $scale->[0]; } return ['centuries']; } 1; __END__ =pod =encoding UTF-8 =for :stopwords PBKDF2 scrypt bcrypt un =head1 NAME Data::Password::zxcvbn::TimeEstimate - functions to estimate cracking times =head1 VERSION version 1.0.4 =head1 SYNOPSIS use Data::Password::zxcvbn::TimeEstimate qw(estimate_attack_times); my $estimates = estimate_attack_times($number_of_guesses); =head1 DESCRIPTION This module provides functions for back-of-the-envelope crack time estimations, in seconds, based on a few scenarios. =head1 FUNCTIONS =head2 C my $estimates = estimate_attack_times($number_of_guesses); Returns a hashref with two keys: =over 4 =item * C hashref of back-of-the-envelope crack time estimations, in seconds, based on a few scenarios: =over 4 =item * C online attack on a service that rate-limits authentication attempts =item * C online attack on a service that doesn't rate-limit, or where an attacker has outsmarted rate-limiting. =item * C offline attack. assumes multiple attackers, proper user-unique salting, and a slow hash function with moderate work factor, such as bcrypt, scrypt, PBKDF2. =item * C offline attack with user-unique salting but a fast hash function like SHA-1, SHA-256 or MD5. A wide range of reasonable numbers anywhere from one billion - one trillion guesses per second, depending on number of cores and machines; ball-parking at 10B/sec. =back =item * C same keys as C, but more useful for display: the values are arrayrefs C<["english string",$value]> that can be passed to I18N libraries like L<< C >> to get localised versions with proper plurals =back =head2 C my $score = guesses_to_score($number_of_guesses); Returns an integer from 0-4 (useful for implementing a strength bar): =over 4 =item * C<0> too guessable: risky password. (C<< guesses < 10e3 >>) =item * C<1> very guessable: protection from throttled online attacks. (C<< guesses < 10e6 >>) =item * C<2> somewhat guessable: protection from un-throttled online attacks. (C<< guesses < 10e8 >>) =item * C<3> safely un-guessable: moderate protection from offline slow-hash scenario. (C<< guesses < 10e10 >>) =item * C<4> very un-guessable: strong protection from offline slow-hash scenario. (C<< guesses >= 10e10 >>) =back =head2 C my ($string,@values) = @{ display_time($time) }; print My::Localise->get_handle->maketext($string,@values); Given a C<$time> in seconds, returns an arrayref suitable for L<< C >>, like: [ 'quant,_1,day', 23 ] =head1 AUTHOR Gianni Ceccarelli =head1 COPYRIGHT AND LICENSE This software is copyright (c) 2018 by BroadBean UK, a CareerBuilder Company. This is free software; you can redistribute it and/or modify it under the same terms as the Perl 5 programming language system itself. =cut Repeat.pm100644001750001750 1116113500137732 25021 0ustar00dakkardakkar000000000000Data-Password-zxcvbn-1.0.4/lib/Data/Password/zxcvbn/Matchpackage Data::Password::zxcvbn::Match::Repeat; use Moo; with 'Data::Password::zxcvbn::Match'; our $VERSION = '1.0.4'; # VERSION # ABSTRACT: match class for repetitions of other matches has repeat_count => (is => 'ro', default => 1); has base_token => ( is => 'ro', required => 1 ); has base_guesses => ( is => 'ro', default => 1 ); has base_matches => ( is => 'ro', default => sub { [] } ); my $GREEDY_RE = qr{\G.*? ((.+) \2+)}x; my $LAZY_RE = qr{\G.*? ((.+?) \2+)}x; my $LAZY_ANCHORED_RE = qr{\A ((.+?) \2+) \z}x; sub make { my ($class, $password, $opts) = @_; my $length = length($password); return [] if $length <= 1; my @matches; my $last_index = 0; while ($last_index < $length) { # make the regex matches start at $last_index pos($password) = $last_index; my @greedy_match = $password =~ $GREEDY_RE or last; my @greedy_idx = ($-[1],$+[1]-1); pos($password) = $last_index; my @lazy_match = $password =~ $LAZY_RE; my @lazy_idx = ($-[1],$+[1]-1); my (@token,$i,$j); if (length($greedy_match[0]) > length($lazy_match[0])) { # greedy beats lazy for 'aabaab' # greedy: [aabaab, aab] # lazy: [aa, a] ($i,$j) = @greedy_idx; # greedy's repeated string might itself be repeated, eg. # aabaab in aabaabaabaab. # run an anchored lazy match on greedy's repeated string # to find the shortest repeated string @token = $greedy_match[0] =~ $LAZY_ANCHORED_RE; } else { ($i,$j) = @lazy_idx; @token = @lazy_match; } require Data::Password::zxcvbn::MatchList; my $base_analysis = Data::Password::zxcvbn::MatchList->omnimatch( $token[1], $opts, )->most_guessable_match_list; push @matches, $class->new({ i => $i, j => $j, token => $token[0], base_token => $token[1], repeat_count => length($token[0]) / length($token[1]), base_guesses => $base_analysis->guesses, base_matches => $base_analysis->matches, }); $last_index = $j + 1; } return \@matches; } sub estimate_guesses { my ($self) = @_; return $self->base_guesses * $self->repeat_count; } sub feedback_warning { my ($self) = @_; return length($self->base_token) == 1 ? 'Repeats like "aaa" are easy to guess' : 'Repeats like "abcabcabc" are only slightly harder to guess than "abc"' ; } sub feedback_suggestions { return [ 'Avoid repeated words and characters' ]; } around fields_for_json => sub { my ($orig,$self) = @_; ( $self->$orig(), qw(repeat_count base_guesses base_token base_matches) ) }; 1; __END__ =pod =encoding UTF-8 =head1 NAME Data::Password::zxcvbn::Match::Repeat - match class for repetitions of other matches =head1 VERSION version 1.0.4 =head1 DESCRIPTION This class represents the guess that a certain substring of a password is a repetition of some other kind of match. =head1 ATTRIBUTES =head2 C integer, how many time the L<< /C >> is repeated =head2 C the match that is repeated; this will be an instance of some other C class =head2 C the minimal estimate of the attempts needed to guess the L<< /C >> =head2 C the list of patterns that L<< /C >> is based on =head1 METHODS =head2 C my @matches = @{ Data::Password::zxcvbn::Match::Repeat->make( $password, \%opts, ) }; Scans the C<$password> for repeated substrings, then recursively analyses them like the main L<< C function|Data::Password::zxcvbn/password_strength >> would do: password_strength($substring,\%opts); L<< /C >> and L<< /C >> come from that recursive call. =head2 C The number of guesses is the L<< /C >> times the L<< /C >>. =head2 C =head2 C This class suggests not to repeat substrings. =head2 C The JSON serialisation for matches of this class will contain C. =head1 AUTHOR Gianni Ceccarelli =head1 COPYRIGHT AND LICENSE This software is copyright (c) 2018 by BroadBean UK, a CareerBuilder Company. This is free software; you can redistribute it and/or modify it under the same terms as the Perl 5 programming language system itself. =cut match000755001750001750 013500137732 24062 5ustar00dakkardakkar000000000000Data-Password-zxcvbn-1.0.4/t/tests/data/password/zxcvbndate.t100644001750001750 474313500137732 25334 0ustar00dakkardakkar000000000000Data-Password-zxcvbn-1.0.4/t/tests/data/password/zxcvbn/match#!perl use strict; use warnings; use Test::Most; use lib 't/lib'; use Test::zxcvbn qw(cmp_match generate_combinations); use Data::Password::zxcvbn::Match::Date; sub cmp_d_match { my ($i,$j,$year,$separator) = @_; cmp_match( $i,$j,'Date', year => $year, separator => $separator, ); } sub test_scoring { my ($token, $year, $separator, $guesses, $message) = @_; my $match = Data::Password::zxcvbn::Match::Date->new({ token => $token, year => $year, separator => $separator, i => 0, j => 3, }); is( $match->guesses, $guesses, $message, ); } sub test_making { my ($password, $expected, $message) = @_; my $matches = Data::Password::zxcvbn::Match::Date->make($password); cmp_deeply( $matches, $expected, $message, ) or explain $matches; } subtest 'scoring' => sub { test_scoring( '1123', 1923, '' => 365*(2017-1923), 'guesses for early year is 365 * distance from reference_year=2017', ); test_scoring( '1/1/2010', 2010, '/' => 365*20*4, 'min_year_space=20 for recent years, plus separator' ); }; subtest 'making' => sub { for my $sep ('',' ',qw(- / \\ _ .)) { test_making( "13${sep}2${sep}1921", [ cmp_d_match(0,6+2*length($sep),1921,$sep) ], "matches dates that use '$sep' as separator", ); } for my $order (qw(mdy dmy ymd ydm)) { my $password = $order; $password =~ s{y}{88}; $password =~ s{d}{6}; $password =~ s{m}{7}; test_making( $password, [ cmp_d_match(0,3,1988,'') ], "matches dates in $order format ($password)", ); } test_making( '111504', [ cmp_d_match(0,5,2004,'') ], 'matches the date with year closest to REFERENCE_YEAR when ambiguous', ); for my $case ( [1, 1, 1999], [11, 8, 2000], [9, 12, 2005], [22, 11, 1551], ) { my ($day, $month, $year) = @{$case}; for my $sep ('',' ',qw(- / \\ _ .)) { my $password = join $sep,$year,$month,$day; test_making( $password, [ cmp_d_match(0,length($password)-1,$year,$sep) ], "matches $password as $year", ); } } test_making( '02/02/02', [ cmp_d_match(0,7,2002,'/') ], 'matches zero-padded dates', ); }; done_testing; Combinatorics.pm100644001750001750 623013500137732 25322 0ustar00dakkardakkar000000000000Data-Password-zxcvbn-1.0.4/lib/Data/Password/zxcvbnpackage Data::Password::zxcvbn::Combinatorics; use strict; use warnings; use Exporter 'import'; our @EXPORT_OK=qw(nCk factorial enumerate_substitution_maps); our $VERSION = '1.0.4'; # VERSION # ABSTRACT: some combinatorial functions sub nCk { my ($n, $k) = @_; # from http://blog.plover.com/math/choose.html return 0 if $k > $n; return 1 if $k == 0; my $ret = 1; for my $d (1..$k) { $ret *= $n; $ret /= $d; --$n; } return $ret; } # given as array of simple str-str hashrefs, returns a list without # duplicates sub _dedupe { my ($subs) = @_; my %keyed = map { my $this_sub=$_; # build a string representing the substitution, use it as a # hash key, so duplicates get eliminated join( '-', map { "${_},$this_sub->{$_}" } sort keys %{$this_sub}, ) => $this_sub } @{$subs}; return [values %keyed]; } sub _recursive_enumeration { my ($table,$keys,$subs) = @_; return $subs unless @{$keys}; my ($first_key,@rest_keys) = @{$keys}; my @next_subs; for my $value (@{$table->{$first_key}}) { for my $sub (@{$subs}) { # if we already have a reverse mapping for this, keep it push @next_subs, $sub if exists $sub->{$value}; # and add this new one push @next_subs, { %{$sub}, $value => $first_key }; } } my $deduped_next_subs = _dedupe(\@next_subs); return _recursive_enumeration($table,\@rest_keys,\@next_subs); } sub enumerate_substitution_maps { my ($table) = @_; return _recursive_enumeration( $table, [keys %{$table}], [{}], # it needs an accumulator with an initial empty element ); } sub factorial { my $ret=1; $ret*=$_ for 1..$_[0]; return $ret; } 1; __END__ =pod =encoding UTF-8 =for :stopwords combinatorial =head1 NAME Data::Password::zxcvbn::Combinatorics - some combinatorial functions =head1 VERSION version 1.0.4 =head1 DESCRIPTION This module provides a few combinatorial functions that are used throughout the library. =head1 FUNCTIONS =head2 C my $combinations = nCk($available,$taken); Returns the binomial coefficient: / $available \ | | \ $taken / =head2 C my $enumeration = enumerate_substitution_maps(\%substitutions); Given a hashref of arrayrefs, interprets it as a map of substitutions. Returns an arrayref of hashrefs, containing all reverse-substitutions. For example, given: {'a' => ['@', '4']} ("'a' can be replaced with either '@' or '4'") it returns: [{'@' => 'a'}, {'4' => 'a'}] ], ("in one case, '@' could have been substituted for 'a'; in the other, '4' could have been substituted for 'a'") =head2 C my $fact = factorial($number); Returns the factorial of the given number. =head1 AUTHOR Gianni Ceccarelli =head1 COPYRIGHT AND LICENSE This software is copyright (c) 2018 by BroadBean UK, a CareerBuilder Company. This is free software; you can redistribute it and/or modify it under the same terms as the Perl 5 programming language system itself. =cut Spatial.pm100644001750001750 2020513500137732 25175 0ustar00dakkardakkar000000000000Data-Password-zxcvbn-1.0.4/lib/Data/Password/zxcvbn/Matchpackage Data::Password::zxcvbn::Match::Spatial; use Moo; with 'Data::Password::zxcvbn::Match'; use Data::Password::zxcvbn::AdjacencyGraph; use Data::Password::zxcvbn::Combinatorics qw(nCk); use List::AllUtils qw(min); our $VERSION = '1.0.4'; # VERSION # ABSTRACT: match class for sequences of nearby keys # this should be constrained to the keys of %graphs, but we can't do # that because users can pass their own graphs to ->make has graph_name => (is=>'ro',default=>'qwerty'); has graph_meta => (is=>'ro',default=>sub {+{}}); has shifted_count => (is=>'ro',default=>0); has turns => (is=>'ro',default=>1); sub estimate_guesses { my ($self,$min_guesses) = @_; my $starts = $self->graph_meta->{starting_positions}; my $degree = $self->graph_meta->{average_degree}; my $guesses = 0; my $length = length($self->token); my $turns = $self->turns; # estimate the number of possible patterns w/ length $length or # less with $turns turns or less. for my $i (2..$length) { my $possible_turns = min($turns, $i-1); for my $j (1..$possible_turns) { $guesses += nCk($i-1,$j-1) * $starts * $degree**$j; } } # add extra guesses for shifted keys. (% instead of 5, A instead # of a.) math is similar to extra guesses of l33t substitutions # in dictionary matches. if (my $shifts = $self->shifted_count) { my $unshifts = $length - $shifts; if ($shifts == 0 || $unshifts == 0) { $guesses *= 2; } else { my $shifted_variations = 0; for my $i (1..min($shifts,$unshifts)) { $shifted_variations += nCk($length,$i); } $guesses *= $shifted_variations; } } return $guesses; } sub make { my ($class, $password, $opts) = @_; my $graphs = $opts->{graphs} || \%Data::Password::zxcvbn::AdjacencyGraph::graphs; ## no critic (ProhibitPackageVars) my $length = length($password); my @matches = (); for my $name (keys %{$graphs}) { my $graph = $graphs->{$name}{keys}; my $i=0; while ($i < $length-1) { my $j = $i+1; # this has to be different from the -1 used later, and # different from the direction indices (usually 0..3) my $last_direction = -2; my $turns = 0; my $shifted_count = ( $name !~ m{keypad} && substr($password,$i,1) =~ m{[~!@#\$%^&*()_+QWERTYUIOP{}|ASDFGHJKL:"ZXCVBNM<>?]} ) ? 1 # first character is shifted : 0; GROW: while (1) { my $found = 0; # consider growing pattern by one character if j # hasn't gone over the edge. if ($j < $length) { my $found_direction = -1; my $cur_direction = -1; my $prev_character = substr($password,$j-1,1); my $cur_character = substr($password,$j,1); ADJACENCY: for my $adj (@{ $graph->{$prev_character} || [] }) { ## no critic (ProhibitDeepNests) ++$cur_direction; if (defined($adj) && (my $idx = index($adj,$cur_character)) >= 0) { $found=1; $found_direction = $cur_direction; # index 1 in the adjacency means the key # is shifted, 0 means unshifted: A vs a, % # vs 5, etc. for example, 'q' is adjacent # to the entry '2@'. @ is shifted w/ # index 1, 2 is unshifted. ++$shifted_count if $idx==1; if ($last_direction != $cur_direction) { # adding a turn is correct even in the # initial case when last_direction is # -2: every spatial pattern starts # with a turn. ++$turns; $last_direction = $cur_direction; } # found a match, stop looking at this key last ADJACENCY; } } } if ($found) { # if the current pattern continued, extend j and # try to grow again ++$j; } else { # otherwise push the pattern discovered so far, if # any... my %meta = %{ $graphs->{$name} }; delete $meta{keys}; push @matches, $class->new({ i => $i, j => $j-1, token => substr($password,$i,$j-$i), graph_name => $name, graph_meta => \%meta, turns => $turns, shifted_count => $shifted_count, }) unless $j-$i<=2; # don't consider short chains # ...and then start a new search for the rest of # the password. $i = $j; last GROW; } } } } @matches = sort @matches; return \@matches; } sub feedback_warning { my ($self) = @_; return $self->turns == 1 ? 'Straight rows of keys are easy to guess' : 'Short keyboard patterns are easy to guess' ; } sub feedback_suggestions { return [ 'Use a longer keyboard pattern with more turns' ]; } around fields_for_json => sub { my ($orig,$self) = @_; ( $self->$orig(), qw(graph_name shifted_count turns) ) }; 1; __END__ =pod =encoding UTF-8 =head1 NAME Data::Password::zxcvbn::Match::Spatial - match class for sequences of nearby keys =head1 VERSION version 1.0.4 =head1 DESCRIPTION This class represents the guess that a certain substring of a password can be obtained by moving a finger in a continuous line on a keyboard. =head1 ATTRIBUTES =head2 C The name of the keyboard / adjacency graph used for this match =head2 C Hashref, spatial information about the graph: =over 4 =item * C the number of keys in the keyboard, or starting nodes in the graph =item * C the average number of neighbouring keys, or average out-degree of the graph =back =head2 C How many of the keys need to be "shifted" to produce the token =head2 C How many times the finger must have changed direction to produce the token =head1 METHODS =head2 C The number of guesses grows super-linearly with the length of the pattern, the number of L, and the amount of L. =head2 C my @matches = @{ Data::Password::zxcvbn::Match::Spatial->make( $password, { # this is the default graphs => \%Data::Password::zxcvbn::AdjacencyGraph::graphs, }, ) }; Scans the C<$password> for substrings that can be produced by typing on the keyboards described by the C. The data structure needed for C is a bit complicated; look at the L<< C script in the distribution's repository|https://bitbucket.org/broadbean/p5-data-password-zxcvbn/src/master/maint/build-keyboard-adjacency-graphs >>. =head2 C =head2 C This class suggests that short keyboard patterns are easy to guess, and to use longer and less straight ones. =head2 C The JSON serialisation for matches of this class will contain C. =head1 AUTHOR Gianni Ceccarelli =head1 COPYRIGHT AND LICENSE This software is copyright (c) 2018 by BroadBean UK, a CareerBuilder Company. This is free software; you can redistribute it and/or modify it under the same terms as the Perl 5 programming language system itself. =cut regex.t100644001750001750 523313500137732 25524 0ustar00dakkardakkar000000000000Data-Password-zxcvbn-1.0.4/t/tests/data/password/zxcvbn/match#!perl use strict; use warnings; use Test::Most; use lib 't/lib'; use Test::zxcvbn qw(cmp_match); use Data::Password::zxcvbn::Match::Regex; sub cmp_r_match { my ($i,$j,$name) = @_; cmp_match( $i,$j,'Regex', regex_name => $name, ); } sub test_scoring { my ($token, $regex_name, $guesses, $message) = @_; my $match = Data::Password::zxcvbn::Match::Regex->new({ token => $token, regex_name => $regex_name, i => 0, j => 3, }); is( $match->guesses, $guesses, $message, ); } sub test_making { my ($password, $all, $expected, $message) = @_; my $matches = Data::Password::zxcvbn::Match::Regex->make( $password, { regexes => $all }, ); cmp_deeply( $matches, $expected, $message, ) or explain $matches; } subtest 'scoring' => sub { test_scoring( 'aizocdk', 'alpha_lower' => 26**7, 'guesses of 26^7 for 7-char lowercase regex', ); test_scoring( 'ag7C8', 'alphanumeric' => (2*26+10)**5, 'guesses of 62^5 for 5-char alphanumeric regex', ); test_scoring( '1972', 'recent_year' => 45, 'guesses of |year - REFERENCE_YEAR=2017| for distant year matches', ); test_scoring( '2005', 'recent_year' => 20, 'guesses of MIN_YEAR_SPACE=20 for a year close to REFERENCE_YEAR', ); }; subtest 'making' => sub { test_making( '1922',undef, [cmp_r_match(0,3,'recent_year')], 'matches a year as a recent_year', ); test_making( '2017',undef, [cmp_r_match(0,3,'recent_year')], 'matches a year as a recent_year', ); test_making( '1922','all', bag( cmp_r_match(0,3,'recent_year'), cmp_r_match(0,3,'digits'), ), 'matches a year as a recent_year, a digit string, and an alphanumeric string', ); test_making( 'abcde','all', bag( cmp_r_match(0,4,'alpha_lower'), cmp_r_match(0,4,'alpha'), ), 'matches a lowercase string as alpha and alpha_lower', ); test_making( 'abcde1234ABDCE','all', bag( cmp_r_match(0,4,'alpha_lower'), cmp_r_match(0,4,'alpha'), cmp_r_match(5,8,'digits'), cmp_r_match(9,13,'alpha_upper'), cmp_r_match(9,13,'alpha'), ), 'matches a mixed string all the possible ways', ); test_making( '12345+-*&[],,','all', [ cmp_r_match(0,4,'digits'), cmp_r_match(5,12,'symbols'), ], 'matches are sorted', ); }; done_testing; AdjacencyGraph.pm100644001750001750 3727413500137732 25425 0ustar00dakkardakkar000000000000Data-Password-zxcvbn-1.0.4/lib/Data/Password/zxcvbnpackage Data::Password::zxcvbn::AdjacencyGraph; use strict; use warnings; our $VERSION = '1.0.4'; =head1 NAME Data::Password::zxcvbn::AdjacencyGraph - adjacency graphs for common keyboards =head1 DESCRIPTION This is a data file used by L<< C >>, and is generated by the L<< C|https://bitbucket.org/broadbean/p5-data-password-zxcvbn/src/master/maint/build-keyboard-adjacency-graphs >> program when building the distribution. =cut our %graphs = ( dvorak => { average_degree => 4.59574468085106, keys => { "!" => ["`~", undef, undef, "2\@", "'\"", undef], "\"" => [undef, "1!", "2\@", ",<", "aA", undef], "#" => ["2\@", undef, undef, "4\$", ".>", ",<"], "\$" => ["3#", undef, undef, "5%", "pP", ".>"], "%" => ["4\$", undef, undef, "6^", "yY", "pP"], "&" => ["6^", undef, undef, "8*", "gG", "fF"], "'" => [undef, "1!", "2\@", ",<", "aA", undef], "(" => ["8*", undef, undef, "0)", "rR", "cC"], ")" => ["9(", undef, undef, "[{", "lL", "rR"], "*" => ["7&", undef, undef, "9(", "cC", "gG"], "+" => ["/?", "]}", undef, "\\|", undef, "-_"], "," => ["'\"", "2\@", "3#", ".>", "oO", "aA"], "-" => ["sS", "/?", "=+", undef, undef, "zZ"], "." => [",<", "3#", "4\$", "pP", "eE", "oO"], "/" => ["lL", "[{", "]}", "=+", "-_", "sS"], "0" => ["9(", undef, undef, "[{", "lL", "rR"], "1" => ["`~", undef, undef, "2\@", "'\"", undef], "2" => ["1!", undef, undef, "3#", ",<", "'\""], "3" => ["2\@", undef, undef, "4\$", ".>", ",<"], "4" => ["3#", undef, undef, "5%", "pP", ".>"], "5" => ["4\$", undef, undef, "6^", "yY", "pP"], "6" => ["5%", undef, undef, "7&", "fF", "yY"], "7" => ["6^", undef, undef, "8*", "gG", "fF"], "8" => ["7&", undef, undef, "9(", "cC", "gG"], "9" => ["8*", undef, undef, "0)", "rR", "cC"], ":" => [undef, "aA", "oO", "qQ", undef, undef], ";" => [undef, "aA", "oO", "qQ", undef, undef], "<" => ["'\"", "2\@", "3#", ".>", "oO", "aA"], "=" => ["/?", "]}", undef, "\\|", undef, "-_"], ">" => [",<", "3#", "4\$", "pP", "eE", "oO"], "?" => ["lL", "[{", "]}", "=+", "-_", "sS"], "\@" => ["1!", undef, undef, "3#", ",<", "'\""], "[" => ["0)", undef, undef, "]}", "/?", "lL"], "\\" => ["=+", undef, undef, undef, undef, undef], "]" => ["[{", undef, undef, undef, "=+", "/?"], "^" => ["5%", undef, undef, "7&", "fF", "yY"], "_" => ["sS", "/?", "=+", undef, undef, "zZ"], "`" => [undef, undef, undef, "1!", undef, undef], "a" => [undef, "'\"", ",<", "oO", ";:", undef], "A" => [undef, "'\"", ",<", "oO", ";:", undef], "B" => ["xX", "dD", "hH", "mM", undef, undef], "b" => ["xX", "dD", "hH", "mM", undef, undef], "c" => ["gG", "8*", "9(", "rR", "tT", "hH"], "C" => ["gG", "8*", "9(", "rR", "tT", "hH"], "D" => ["iI", "fF", "gG", "hH", "bB", "xX"], "d" => ["iI", "fF", "gG", "hH", "bB", "xX"], "e" => ["oO", ".>", "pP", "uU", "jJ", "qQ"], "E" => ["oO", ".>", "pP", "uU", "jJ", "qQ"], "f" => ["yY", "6^", "7&", "gG", "dD", "iI"], "F" => ["yY", "6^", "7&", "gG", "dD", "iI"], "G" => ["fF", "7&", "8*", "cC", "hH", "dD"], "g" => ["fF", "7&", "8*", "cC", "hH", "dD"], "h" => ["dD", "gG", "cC", "tT", "mM", "bB"], "H" => ["dD", "gG", "cC", "tT", "mM", "bB"], "I" => ["uU", "yY", "fF", "dD", "xX", "kK"], "i" => ["uU", "yY", "fF", "dD", "xX", "kK"], "j" => ["qQ", "eE", "uU", "kK", undef, undef], "J" => ["qQ", "eE", "uU", "kK", undef, undef], "k" => ["jJ", "uU", "iI", "xX", undef, undef], "K" => ["jJ", "uU", "iI", "xX", undef, undef], "l" => ["rR", "0)", "[{", "/?", "sS", "nN"], "L" => ["rR", "0)", "[{", "/?", "sS", "nN"], "m" => ["bB", "hH", "tT", "wW", undef, undef], "M" => ["bB", "hH", "tT", "wW", undef, undef], "N" => ["tT", "rR", "lL", "sS", "vV", "wW"], "n" => ["tT", "rR", "lL", "sS", "vV", "wW"], "O" => ["aA", ",<", ".>", "eE", "qQ", ";:"], "o" => ["aA", ",<", ".>", "eE", "qQ", ";:"], "p" => [".>", "4\$", "5%", "yY", "uU", "eE"], "P" => [".>", "4\$", "5%", "yY", "uU", "eE"], "Q" => [";:", "oO", "eE", "jJ", undef, undef], "q" => [";:", "oO", "eE", "jJ", undef, undef], "r" => ["cC", "9(", "0)", "lL", "nN", "tT"], "R" => ["cC", "9(", "0)", "lL", "nN", "tT"], "S" => ["nN", "lL", "/?", "-_", "zZ", "vV"], "s" => ["nN", "lL", "/?", "-_", "zZ", "vV"], "t" => ["hH", "cC", "rR", "nN", "wW", "mM"], "T" => ["hH", "cC", "rR", "nN", "wW", "mM"], "U" => ["eE", "pP", "yY", "iI", "kK", "jJ"], "u" => ["eE", "pP", "yY", "iI", "kK", "jJ"], "v" => ["wW", "nN", "sS", "zZ", undef, undef], "V" => ["wW", "nN", "sS", "zZ", undef, undef], "w" => ["mM", "tT", "nN", "vV", undef, undef], "W" => ["mM", "tT", "nN", "vV", undef, undef], "X" => ["kK", "iI", "dD", "bB", undef, undef], 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"2\@", "3#", "eE", "sS", "aA"], "w" => ["qQ", "2\@", "3#", "eE", "sS", "aA"], "x" => ["zZ", "sS", "dD", "cC", undef, undef], "X" => ["zZ", "sS", "dD", "cC", undef, undef], "Y" => ["tT", "6^", "7&", "uU", "hH", "gG"], "y" => ["tT", "6^", "7&", "uU", "hH", "gG"], "Z" => [undef, "aA", "sS", "xX", undef, undef], "z" => [undef, "aA", "sS", "xX", undef, undef], "{" => ["pP", "-_", "=+", "]}", "'\"", ";:"], "|" => ["]}", undef, undef, undef, undef, undef], "}" => ["[{", "=+", undef, "\\|", undef, "'\""], "~" => [undef, undef, undef, "1!", undef, undef], }, starting_positions => 94, }, ); 1; Sequence.pm100644001750001750 1006213500137732 25350 0ustar00dakkardakkar000000000000Data-Password-zxcvbn-1.0.4/lib/Data/Password/zxcvbn/Matchpackage Data::Password::zxcvbn::Match::Sequence; use Moo; with 'Data::Password::zxcvbn::Match'; our $VERSION = '1.0.4'; # VERSION # ABSTRACT: match class for sequences of uniformly-spaced codepoints has ascending => (is => 'ro', default => 1); sub estimate_guesses { my ($self,$min_guesses) = @_; my $first_char = substr($self->token,0,1); my $guesses; # lower guesses for obvious starting points if ($first_char =~ m{[aAzZ019]}) { $guesses = 4; } elsif ($first_char =~ m{[0-9]}) { $guesses = 10; # digits } else { # could give a higher base for uppercase, assigning 26 to both # upper and lower sequences is more conservative. $guesses = 26; } $guesses *= 2 unless $self->ascending; return $guesses * length($self->token); } sub feedback_warning { my ($self) = @_; return 'Sequences like abc or 6543 are easy to guess'; } sub feedback_suggestions { return [ 'Avoid sequences' ]; } my $MAX_DELTA = 5; sub make { my ($class, $password) = @_; # Identifies sequences by looking for repeated differences in # unicode codepoint. this allows skipping, such as 9753, and also # matches some extended unicode sequences such as Greek and # Cyrillic alphabets. # # for example, consider the input 'abcdb975zy' # # password: a b c d b 9 7 5 z y # index: 0 1 2 3 4 5 6 7 8 9 # delta: 1 1 1 -2 -41 -2 -2 69 1 # # expected result: # [(i, j, delta), ...] = [(0, 3, 1), (5, 7, -2), (8, 9, 1)] my $length = length($password); return [] if $length <= 1; my @matches; my $update = sub { my ($i,$j,$delta) = @_; my $abs_delta = abs($delta||0); return unless $j-$i>1 or $abs_delta == 1; return if $abs_delta == 0; return if $abs_delta > $MAX_DELTA; my $token = substr($password,$i,$j-$i+1); push @matches, $class->new({ token => $token, i => $i, j => $j, ascending => !!($delta>0), }); }; my $i=0; my $last_delta; for my $k (1..$length-1) { my $delta = ord(substr($password,$k,1)) - ord(substr($password,$k-1,1)); $last_delta = $delta unless defined($last_delta); next if $delta == $last_delta; my $j = $k-1; $update->($i,$j,$last_delta); $i = $j; $last_delta = $delta; } $update->($i,$length-1,$last_delta); return \@matches; } around fields_for_json => sub { my ($orig,$self) = @_; ( $self->$orig(), qw(ascending) ) }; 1; __END__ =pod =encoding UTF-8 =head1 NAME Data::Password::zxcvbn::Match::Sequence - match class for sequences of uniformly-spaced codepoints =head1 VERSION version 1.0.4 =head1 DESCRIPTION This class represents the guess that a certain substring of a password, consisting of uniformly-spaced codepoints, is easy to guess. =head1 ATTRIBUTES =head2 C Boolean, true if the sequence starts at a lower codepoint and ends at a higher one (e.g. C is ascending, C<86420> is not). =head1 METHODS =head2 C The number of guesses is I with the length of the sequence. Descending sequences get a higher estimate, sequences that start at obvious points (e.g. C or C<1>) get lower estimates. =head2 C =head2 C This class suggests not using sequences. =head2 C my @matches = @{ Data::Password::zxcvbn::Match::Sequence->make( $password, ) }; Scans the C<$password> for sequences of characters whose codepoints increase or decrease by a constant. =head2 C The JSON serialisation for matches of this class will contain C. =head1 AUTHOR Gianni Ceccarelli =head1 COPYRIGHT AND LICENSE This software is copyright (c) 2018 by BroadBean UK, a CareerBuilder Company. This is free software; you can redistribute it and/or modify it under the same terms as the Perl 5 programming language system itself. =cut repeat.t100644001750001750 751613500137732 25700 0ustar00dakkardakkar000000000000Data-Password-zxcvbn-1.0.4/t/tests/data/password/zxcvbn/match#!perl use strict; use warnings; use Test::Most; use lib 't/lib'; use Test::zxcvbn qw(cmp_match generate_combinations); use Data::Password::zxcvbn::Match::Repeat; sub cmp_r_match { my ($i,$j,$token,$base) = @_; cmp_match( $i,$j,'Repeat', token => $token, base_token => $base, ); } sub test_making { my ($password, $expected, $message) = @_; my $matches = Data::Password::zxcvbn::Match::Repeat->make( $password, ); cmp_deeply( $matches, $expected, $message, ) or explain $matches; } sub test_recursing { my ($base_token, $repeat_count, $opts, $base_guesses, $base_matches, $message) = @_; my $password = $base_token x $repeat_count; my $matches = Data::Password::zxcvbn::Match::Repeat->make( $password, $opts, ); cmp_deeply( $matches, [ cmp_match( 0,length($password)-1,'Repeat', token => $password, base_token => $base_token, repeat_count => $repeat_count, base_guesses => $base_guesses, base_matches => $base_matches, guesses => $base_guesses * $repeat_count, ) ], $message, ) or explain $matches; } subtest 'scoring' => sub { my $match = Data::Password::zxcvbn::Match::Repeat->new({ token => 'aaa', base_token => 'a', repeat_count => 3, base_guesses => 7, i => 0, j => 3, }); is($match->guesses,21,'repeat count just multiplies the base guesses'); }; subtest 'making' => sub { test_making('',[],'empty string no match'); test_making('#',[],'one char no match'); for my $case (generate_combinations('&&&&&',[qw(@ y4@)],[qw(u u%7)])) { my ($password,$i,$j) = @{$case}; test_making( $password, [cmp_r_match($i,$j,'&&&&&','&')], "matches embedded repeat patterns ($password)", ); } for my $length (3..12) { for my $chr (qw(a Z 4 &)) { my $password = $chr x $length; test_making( $password, [cmp_r_match(0,$length-1,$password,$chr)], "matches $length repeats of $chr", ); } } test_making( 'BBB1111aaaaa@@@@@@', [ cmp_r_match(0,2,'BBB','B'), cmp_r_match(3,6,'1111','1'), cmp_r_match(7,11,'aaaaa','a'), cmp_r_match(12,17,'@@@@@@','@'), ], 'matches multiple adjacent repeats', ); test_making( '2818BBBbzsdf1111@*&@!aaaaaEUDA@@@@@@1729', [ cmp_r_match(4,6,'BBB','B'), cmp_r_match(12,15,'1111','1'), cmp_r_match(21,25,'aaaaa','a'), cmp_r_match(30,35,'@@@@@@','@'), ], 'matches multiple non-adjacent repeats', ); test_making( 'abab', [ cmp_r_match(0,3,'abab','ab') ], 'matches multi-char repeats', ); test_making( 'aabaab', [ cmp_r_match(0,5,'aabaab','aab') ], 'matches aab instead of aa', ); test_making( 'abababab', [ cmp_r_match(0,7,'abababab','ab') ], 'identifies ab as repeat string, even though abab is also repeated', ); }; subtest 'making, recursing to other matchers' => sub { test_recursing( 'simple',3,{ ranked_dictionaries => { d1 => { simple => 5 } } }, 6, [ cmp_match(0,5,'Dictionary',token=>'simple') ], 'should recurse to other matchers', ); test_recursing( 'a',2,{}, 12, [ cmp_match(0,0,'BruteForce',token=>'a') ], 'brute force', ); test_recursing( 'batterystaple',3,{}, 28391350, [ cmp_match(0,6,'Dictionary',token=>'battery'), cmp_match(7,12,'Dictionary',token=>'staple'), ], 'dictionary', ); }; done_testing; UserInput.pm100644001750001750 1167613500137732 25552 0ustar00dakkardakkar000000000000Data-Password-zxcvbn-1.0.4/lib/Data/Password/zxcvbn/Matchpackage Data::Password::zxcvbn::Match::UserInput; use Moo; extends 'Data::Password::zxcvbn::Match::Dictionary'; our $VERSION = '1.0.4'; # VERSION # ABSTRACT: match class for words that match other user-supplied information # a somewhat general word boundary: the spot between a letter # (\p{L}) and a non-letter (\P{L}), or a digit (\d) and a non-digit # (\D); we don't care about beginning or end of string, because we're # going to use this only in a split # this split on every transition: my $WORD_BOUNDARY_SPLIT_MORE_RE = qr{ # letter followed by non-letter (?: (?<=\p{L})(?=\P{L}) ) | # non-letter followed by letter (?: (?<=\P{L})(?=\p{L}) ) | # digit followed by non-digit (?: (?<=\d)(?=\D) ) | # non-digit followed by digit (?: (?<=\D)(?=\d) ) }x; # this splits on alphanumeric / non-alphanumeric transitions only my $WORD_BOUNDARY_SPLIT_LESS_RE = qr{ # alnum followed by non-alnum (?: (?<=[\p{L}\d])(?=[^\p{L}\d]) ) | # non-alnum followed by alnum (?: (?<=[^\p{L}\d])(?=[\p{L}\d]) ) }x; sub _split_to_hash { my ($class, $value, $re) = @_; if (my @words = grep {length} split $re, $value) { # all words have rank 1, they're the first thing that a # cracker would try return ( map { lc($_) => 1 } @words, ## no critic(ProhibitUselessTopic) ); } return (); } sub make { my ($class, $password, $opts) = @_; my $user_input = $opts->{user_input}; return [] unless $user_input && %{$user_input}; # we build one "dictionary" per input field, so we can distinguish # them when providing feedback my %user_dicts; for my $field (keys %{$user_input}) { my $value = $user_input->{$field}; $user_dicts{$field} = { $class->_split_to_hash($value,$WORD_BOUNDARY_SPLIT_MORE_RE), $class->_split_to_hash($value,$WORD_BOUNDARY_SPLIT_LESS_RE), # also keep the whole value lc($value) => 1, }; } return $class->next::method( $password, { ranked_dictionaries => \%user_dicts, l33t_table => $opts->{l33t_table}, }, ); } sub feedback_warning { my ($self, $is_sole_match) = @_; if ($is_sole_match && !$self->l33t && !$self->reversed) { return [ 'The value of the [_1] field is easy to guess', $self->dictionary_name, ]; } elsif ($self->guesses_log10 <= 4) { return [ 'This is similar to the value of the [_1] field', $self->dictionary_name, ]; } return undef; } 1; __END__ =pod =encoding UTF-8 =head1 NAME Data::Password::zxcvbn::Match::UserInput - match class for words that match other user-supplied information =head1 VERSION version 1.0.4 =head1 DESCRIPTION This class represents the guess that a certain substring of a password can be guessed by using other pieces of information related to the user: their account name, real name, location, &c. This is a subclass of L<< C >>. =head1 METHODS =head2 C my @matches = @{ Data::Password::zxcvbn::Match::UserInput->make( $password, { user_input => \%user_input, # this is the default l33t_table => \%Data::Password::zxcvbn::Match::Dictionary::l33t_table, }, ) }; The C<%user_input> hash should be a simple hash mapping field names to strings. It will be converted into a set of dictionaries, one per key, containing words extracted from the strings. For example { name => 'Some One', address => '123 Place Street' } will become: { name => { Some => 1, One => 1 }, address => { 123 => 1, Place => 1, Street => 1 } } All words get rank 1 because they're obvious guesses from a cracker's point of view. The rest of the logic is the same as for L<< C|Data::Password::zxcvbn::Match::Dictionary/make >>. =head2 C The warnings for this class are very similar to those for C, but they explicitly mention the field name. Warnings look like: ['The value of the [_1] field is easy to guess','address'] so your localisation library can translate the warning and the field name separately. =head1 AUTHOR Gianni Ceccarelli =head1 COPYRIGHT AND LICENSE This software is copyright (c) 2018 by BroadBean UK, a CareerBuilder Company. This is free software; you can redistribute it and/or modify it under the same terms as the Perl 5 programming language system itself. =cut time_estimate.t100644001750001750 210313500137732 26140 0ustar00dakkardakkar000000000000Data-Password-zxcvbn-1.0.4/t/tests/data/password/zxcvbnuse strict; use warnings; use Test::Most; use Data::Password::zxcvbn::TimeEstimate qw(guesses_to_score display_time); subtest 'guesses_to_score' => sub { for my $case ( [ 1e2, 0 ], [ 1e4, 1 ], [ 1e7, 2 ], [ 1e9, 3 ], [ 1e12, 4 ], ) { my ($guesses,$expected_score) = @{$case}; is( guesses_to_score($guesses), $expected_score, 'should produce the expected value', ); } }; subtest 'display_time' => sub { for my $case ( [ 5, ['[quant,_1,second]',5] ], [ 320, ['[quant,_1,minute]',5] ], [ 7300, ['[quant,_1,hour]',2] ], [ 276480, ['[quant,_1,day]',3] ], [ 11517120, ['[quant,_1,month]',4] ], [ 220903200, ['[quant,_1,year]',7] ], [ 1e10, ['centuries'] ], ) { my ($time,$expected_display) = @{$case}; my $got = display_time($time); cmp_deeply( $got, $expected_display, 'should produce the expected value', ) or explain $got; } }; done_testing; combinatorics.t100644001750001750 170313500137732 26150 0ustar00dakkardakkar000000000000Data-Password-zxcvbn-1.0.4/t/tests/data/password/zxcvbnuse strict; use warnings; use Test::Most; use Data::Password::zxcvbn::Combinatorics qw(enumerate_substitution_maps); subtest 'enumerate_substitution_maps' => sub { my @cases = ( [ {'a' => ['@']} => [{'@' => 'a'}] ], [ {'a' => ['@', '4']} => [{'@' => 'a'}, {'4' => 'a'}] ], [ {'a' => ['@', '4'], 'c' => ['(']} => [{'(' => 'c', '@' => 'a'}, {'(' => 'c', '4' => 'a'}] ], [ {'a' => ['@', '4'], 'c' => ['(', '@']} => [ {'(' => 'c', '@' => 'a'}, {'(' => 'c', '4' => 'a'}, {'@' => 'a'}, {'@' => 'c'}, {'4' => 'a', '@' => 'c'} ] ], ); for my $case (@cases) { my ($table,$expected) = @{$case}; my $result = enumerate_substitution_maps($table); cmp_deeply( $result, bag(@{$expected}), 'should produce the expected value', ) or explain $result; } }; done_testing; spatial.t100644001750001750 624013500137732 26046 0ustar00dakkardakkar000000000000Data-Password-zxcvbn-1.0.4/t/tests/data/password/zxcvbn/match#!perl use strict; use warnings; use Test::Most; use lib 't/lib'; use Test::zxcvbn qw(cmp_match); use Data::Password::zxcvbn::AdjacencyGraph; use Data::Password::zxcvbn::Match::Spatial; sub cmp_sp_match { my ($i,$j,$token,$keyboard,$turns,$shifts) = @_; cmp_match( $i,$j,'Spatial', token => $token, graph_name => $keyboard, turns => $turns, shifted_count => $shifts, ); } sub test_scoring { my ($token, $graph, $turns, $shifts, $guesses, $message) = @_; my $match = Data::Password::zxcvbn::Match::Spatial->new({ token => $token, turns => $turns, shifted_count => $shifts, graph_name => $graph, graph_meta => $Data::Password::zxcvbn::AdjacencyGraph::graphs{$graph}, i => 0, j => 3, }); cmp_deeply( $match->guesses, num($guesses,1), $message, ); } sub test_making { my ($password, $graph_name, $expected, $message) = @_; my $graphs; # undef = default = use all graphs if ($graph_name) { $graphs = { $graph_name => $Data::Password::zxcvbn::AdjacencyGraph::graphs{$graph_name}, }; } my $matches = Data::Password::zxcvbn::Match::Spatial->make( $password, { graphs => $graphs }, ); cmp_deeply( $matches, $expected, $message, ) or explain $matches; } subtest 'scoring' => sub { test_scoring( 'zxcvbn','qwerty',1,0 => 2160, 'with no turns or shifts, guesses is starts * degree * (len-1)', ); test_scoring( 'ZXCVBN','qwerty',1,6 => 4320, 'when everything is shifted, guesses are doubled', ); test_scoring( 'ZxCvbn','qwerty',1,2 => 45360, 'guesses is added for shifted keys, similar to capitals in dictionary matching', ); test_scoring( 'zxcft6yh','qwerty',3,0 => 558460, 'spatial guesses accounts for turn positions, directions and starting keys', ); }; subtest 'making' => sub { for my $password ('',qw(/ qw */)) { test_making( $password,undef, [], "doesn't match 1- and 2-character spatial patterns", ); } test_making( 'rz!6tfGHJ%z','qwerty', [cmp_sp_match(3,8,'6tfGHJ','qwerty',2,3)], 'matches against spatial patterns surrounded by non-spatial patterns', ); for my $case ( ['12345', 'qwerty', 1, 0], ['@WSX', 'qwerty', 1, 4], ['6tfGHJ', 'qwerty', 2, 3], ['hGFd', 'qwerty', 1, 2], ['/;p09876yhn', 'qwerty', 3, 0], ['Xdr%', 'qwerty', 1, 2], ['159-', 'keypad', 1, 0], ['*84', 'keypad', 1, 0], ['/8520', 'keypad', 1, 0], ['369', 'keypad', 1, 0], ['/963.', 'mac_keypad', 1, 0], ['*-632.0214', 'mac_keypad', 9, 0], ['aoEP%yIxkjq:', 'dvorak', 4, 5], [';qoaOQ:Aoq;a', 'dvorak', 11, 4], ) { my ($password,$graph,$turns,$shifts) = @{$case}; test_making( $password,$graph, [ cmp_sp_match(0,length($password)-1,$password,$graph,$turns,$shifts) ], "matches $password as a $graph pattern", ); } }; done_testing; BruteForce.pm100644001750001750 515613500137732 25630 0ustar00dakkardakkar000000000000Data-Password-zxcvbn-1.0.4/lib/Data/Password/zxcvbn/Matchpackage Data::Password::zxcvbn::Match::BruteForce; use Moo; with 'Data::Password::zxcvbn::Match'; use List::AllUtils qw(max); our $VERSION = '1.0.4'; # VERSION # ABSTRACT: special match class for brute-force guesses my $BRUTEFORCE_CARDINALITY = 10; sub estimate_guesses { my ($self) = @_; return $BRUTEFORCE_CARDINALITY ** length($self->token); } around guesses_for_password => sub { my ($orig,$self,$password) = @_; # small detail: make bruteforce matches at minimum one guess bigger than # smallest allowed submatch guesses, such that non-bruteforce submatches # over the same [i..j] take precedence. my $min_guesses = $self->_min_guesses()+1; my $guesses = $self->guesses(); return max($min_guesses,$guesses); }; around BUILDARGS => sub { my ($orig,$class,@args) = @_; my $args = $class->$orig(@args); $args->{token} = substr( delete $args->{password}, $args->{i}, $args->{j} - $args->{i} +1, ); return $args; }; sub make { require Carp; Carp::croak('BruteForce is a special case, its ->make constructor should never be called'); } sub feedback_warning { return undef } sub feedback_suggestions { return [] } 1; __END__ =pod =encoding UTF-8 =head1 NAME Data::Password::zxcvbn::Match::BruteForce - special match class for brute-force guesses =head1 VERSION version 1.0.4 =head1 DESCRIPTION This class represents the guess that a certain substring of a password can't be guessed any other way than by going through all the characters combinations one by one. This kind of matches is not generated by L<< C|Data::Password::zxcvbn::MatchList/omnimatch >>: it's used internally by L<< C|Data::Password::zxcvbn::MatchList/most_guessable_match_list >> to cover unmatched substrings, and as a fallback in the calculations. =head1 METHODS =head2 C The number of guesses is exponential on the length of the token. =head2 C my $match = Data::Password::zxcvbn::Match::BruteForce->new( password => $password, i => 2, j => 5, ); Returns a match object covering the substring of C<$password> between the Cth and Cth character. =head2 C =head2 C This class does not provide any feedback. =for Pod::Coverage BUILDARGS make =head1 AUTHOR Gianni Ceccarelli =head1 COPYRIGHT AND LICENSE This software is copyright (c) 2018 by BroadBean UK, a CareerBuilder Company. This is free software; you can redistribute it and/or modify it under the same terms as the Perl 5 programming language system itself. =cut Dictionary.pm100644001750001750 3310513500137732 25710 0ustar00dakkardakkar000000000000Data-Password-zxcvbn-1.0.4/lib/Data/Password/zxcvbn/Matchpackage Data::Password::zxcvbn::Match::Dictionary; use Moo; with 'Data::Password::zxcvbn::Match'; use Data::Password::zxcvbn::Combinatorics qw(nCk enumerate_substitution_maps); use Data::Password::zxcvbn::RankedDictionaries; use List::AllUtils qw(min); our $VERSION = '1.0.4'; # VERSION # ABSTRACT: match class for words in passwords has reversed => (is => 'ro', default => 0); # bool has substitutions => ( is => 'ro', default => sub { +{} } ); has rank => ( is => 'ro', default => 1 ); # int # this should be constrained to the keys of %ranked_dictionaries, but # we can't do that because users can pass their own dictionaries to # ->make has dictionary_name => ( is => 'ro', default => 'passwords' ); sub l33t { return scalar(keys %{shift->substitutions})!=0; } our %l33t_table = ( ## no critic (ProhibitPackageVars) a => ['4', '@'], b => ['8'], c => ['(', '{', '[', '<'], e => ['3'], g => ['6', '9'], i => ['1', '!', '|'], l => ['1', '|', '7'], o => ['0'], s => ['$', '5'], t => ['+', '7'], x => ['%'], z => ['2'], ); sub make { my ($class, $password, $opts) = @_; ## no critic (ProhibitPackageVars) my $dictionaries = $opts->{ranked_dictionaries} || \%Data::Password::zxcvbn::RankedDictionaries::ranked_dictionaries; my $l33t_table = $opts->{l33t_table} || \%l33t_table; my @matches; $class->_make_simple(\@matches,$password,$dictionaries); $class->_make_reversed(\@matches,$password,$dictionaries); $class->_make_l33t(\@matches,$password,$dictionaries, $l33t_table); @matches = sort @matches; return \@matches; } sub _make_simple { my ($class, $matches, $password, $dictionaries) = @_; my $password_lc = lc($password); # lc may change the length of the password... my $length = length($password_lc); for my $dictionary_name (keys %{$dictionaries}) { my $ranked_dict = $dictionaries->{$dictionary_name}; for my $i (0..$length-1) { for my $j ($i..$length-1) { my $word = substr($password_lc,$i,$j-$i+1); if (my $rank = $ranked_dict->{$word}) { push @{$matches}, $class->new({ token => substr($password,$i,$j-$i+1), i => $i, j=> $j, rank => $rank, dictionary_name => $dictionary_name, }); } } } } } sub _make_reversed { my ($class, $matches, $password, $dictionaries) = @_; my $rev_password = reverse($password); my @rev_matches; $class->_make_simple(\@rev_matches,$rev_password,$dictionaries); my $rev_length = length($password)-1; for my $rev_match (@rev_matches) { my $word = $rev_match->token; # no need to add this, the normal matching will have produced # it already next if $word eq reverse($word); push @{$matches}, $class->new({ token => reverse($word), i => $rev_length - $rev_match->j, j=> $rev_length - $rev_match->i, rank => $rev_match->rank, dictionary_name => $rev_match->dictionary_name, reversed => 1, }); } } # makes a pruned copy of l33t_table that only includes password's # possible substitutions sub _relevant_l33t_subtable { my ($class, $password, $l33t_table) = @_; # set of characters my %password_chars; @password_chars{split //,$password} = (); my %subtable; for my $letter (keys %{$l33t_table}) { my @relevant_subs = grep { exists $password_chars{$_} } @{$l33t_table->{$letter}}; $subtable{$letter} = \@relevant_subs if @relevant_subs; } return \%subtable; } sub _translate { my ($class, $string, $table) = @_; my $keys = join '', keys %{$table}; $string =~ s{([\Q$keys\E])} {$table->{$1}}g; return $string; } sub _make_l33t { my ($class, $matches, $password, $dictionaries, $l33t_table) = @_; my $subs = enumerate_substitution_maps( $class->_relevant_l33t_subtable($password,$l33t_table) ); for my $sub (@{$subs}) { next unless %{$sub}; my $subbed_password = $class->_translate($password,$sub); my @subbed_matches; $class->_make_simple(\@subbed_matches,$subbed_password,$dictionaries); for my $subbed_match (@subbed_matches) { my $token = substr($password, $subbed_match->i, $subbed_match->j - $subbed_match->i + 1); # too short, ignore next if length($token) <= 1; # only return the matches that contain an actual substitution next if lc($token) eq lc($subbed_match->token); # subset of mappings in $sub that are in use for this match my %min_subs = map { $token =~ m{\Q$_} ? ( $_ => $sub->{$_} ) : () } keys %{$sub}; push @{$matches}, $class->new({ token => $token, substitutions => \%min_subs, i => $subbed_match->i, j=> $subbed_match->j, rank => $subbed_match->rank, dictionary_name => $subbed_match->dictionary_name, }); } } } sub estimate_guesses { my ($self,$min_guesses) = @_; return $self->rank * $self->_uppercase_variations * $self->_l33t_variations * $self->_reversed_variations; } # an uppercase letter, followed by stuff that is *not* uppercase # letters my $START_UPPER_RE = qr{\A \p{Lu} \P{Lu}+ \z}x; # stuff that is *not* uppercase letters, followed by an uppercase # letter my $END_UPPER_RE = qr{\A \P{Lu}+ \p{Lu} \z}x; # no characters that are *not* uppercase letters my $ALL_NOT_UPPER_RE = qr{\A \P{Lu}+ \z}x; # no characters that are *not* lowercase letters my $ALL_NOT_LOWER_RE = qr{\A \P{Ll}+ \z}x; sub does_word_start_upper { return $_[1] =~ $START_UPPER_RE } sub does_word_end_upper { return $_[1] =~ $END_UPPER_RE } sub is_word_all_not_upper { return $_[1] =~ $ALL_NOT_UPPER_RE } sub is_word_all_not_lower { return $_[1] =~ $ALL_NOT_LOWER_RE } sub is_word_all_upper { return $_[1] =~ $ALL_NOT_LOWER_RE && $_[1] ne lc($_[1]) } sub _uppercase_variations { my ($self) = @_; my $word = $self->token; # if the word has no uppercase letters, count it as 1 variation return 1 if $word =~ $ALL_NOT_UPPER_RE; return 1 if lc($word) eq $word; # a capitalized word is the most common capitalization scheme, so # it only doubles the search space (uncapitalized + capitalized). # allcaps and end-capitalized are common enough too, underestimate # as 2x factor to be safe. return 2 if $word =~ $START_UPPER_RE; return 2 if $word =~ $END_UPPER_RE; return 2 if $word =~ $ALL_NOT_LOWER_RE; # otherwise calculate the number of ways to capitalize U+L # uppercase+lowercase letters with U uppercase letters or # less. or, if there's more uppercase than lower (for # eg. PASSwORD), the number of ways to lowercase U+L letters with # L lowercase letters or less. my $U = () = $word =~ m/\p{Lu}/g; my $L = () = $word =~ m/\p{Ll}/g; my $variations = 0; $variations += nCk($U+$L,$_) for 1..min($U,$L); return $variations; } sub _l33t_variations { my ($self) = @_; my $word = $self->token; my $variations = 1; for my $subbed (keys %{$self->substitutions}) { my $unsubbed = $self->substitutions->{$subbed}; # number of Substituted characters my $S = () = $word =~ m{\Q$subbed}gi; # number of Unsubstituted characters my $U = () = $word =~ m{\Q$unsubbed}gi; if ($S==0 || $U==0) { # for this substitution, password is either fully subbed # (444) or fully unsubbed (aaa); treat that as doubling # the space (attacker needs to try fully subbed chars in # addition to unsubbed.) $variations *= 2; } else { # this case is similar to capitalization: with aa44a, U = # 3, S = 2, attacker needs to try unsubbed + one sub + two # subs my $possibilities = 0; $possibilities += nCk($U+$S,$_) for 1..min($U,$S); $variations *= $possibilities; } } return $variations; } sub _reversed_variations { return shift->reversed ? 2 : 1; } sub feedback_warning { my ($self, $is_sole_match) = @_; if ($self->dictionary_name eq 'passwords') { if ($is_sole_match && !$self->l33t && !$self->reversed) { if ($self->rank <= 10) { return 'This is a top-10 common password'; } elsif ($self->rank <= 100) { return 'This is a top-100 common password'; } else { return 'This is a very common password'; } } elsif ($self->guesses_log10 <= 4) { return 'This is similar to a commonly used password'; } } elsif ($self->dictionary_name =~ /english/) { if ($is_sole_match) { return 'A word by itself is easy to guess'; } } elsif ($self->dictionary_name =~ /names$/) { if ($is_sole_match) { return 'Names and surnames by themselves are easy to guess' } else { return 'Common names and surnames are easy to guess'; } } return undef; } sub feedback_suggestions { my ($self) = @_; my $word = $self->token; my @suggestions; if ($self->does_word_start_upper($word)) { push @suggestions, q{Capitalization doesn't help very much}; } elsif ($self->is_word_all_upper($word)) { push @suggestions, 'All-uppercase is almost as easy to guess as all-lowercase'; } if ($self->reversed && length($word) >= 4) { push @suggestions, q{Reversed words aren't much harder to guess}; } if ($self->l33t) { push @suggestions, q{Predictable substitutions like '@' instead of 'a' don't help very much}; } return \@suggestions; } around fields_for_json => sub { my ($orig,$self) = @_; ( $self->$orig(), qw(dictionary_name reversed rank substitutions) ) }; 1; __END__ =pod =encoding UTF-8 =for :stopwords Wiktionary xato =head1 NAME Data::Password::zxcvbn::Match::Dictionary - match class for words in passwords =head1 VERSION version 1.0.4 =head1 DESCRIPTION This class represents the guess that a certain substring of a password can be guessed by going through a dictionary. =head1 ATTRIBUTES =head2 C Boolean, true if the token appears to be a dictionary word that's been reversed (i.e. last letter first) =head2 C Hashref representing the characters that need to be substituted to make the token match a dictionary work (e.g. if the token is C, this hash would be C<< { '!' => 'i', '3' => 'e' } >>). =head2 C Number, indicating how common the dictionary word is. 1 means "most common". =head2 C String, the name of the dictionary that the word was found in. Usually one of: =over 4 =item * C words extracted from a dump of the English edition of Wikipedia =item * C, C, C common names from the 1990 US census =item * C most common passwords, extracted from the "xato" password dump =item * C words from a 2006 Wiktionary word frequency study over American television and movies =back =head1 METHODS =head2 C Returns true if the token had any L (i.e. it was written in "l33t-speak") =head2 C my @matches = @{ Data::Password::zxcvbn::Match::Dictionary->make( $password, { # these are the defaults ranked_dictionaries => \%Data::Password::zxcvbn::RankedDictionaries::ranked_dictionaries, l33t_table => \%Data::Password::zxcvbn::Match::Dictionary::l33t_table, }, ) }; Scans the C<$password> for substrings that match words in the C, possibly reversed, possibly with substitutions from the C. The C should look like: { some_dictionary_name => { 'word' => 156, 'another' => 13, ... }, ... } (i.e. a hash of dictionaries, each mapping words to their frequency rank) and the C should look like: { a => [ '4', '@' ], ... } (i.e. a hash mapping characters to arrays of other characters) =head2 C The number of guesses is the product of the rank of the word, how many case combinations match it, how many substitutions were used, doubled if the token is reversed. =head2 C =head2 C =head2 C =head2 C =head2 C if ($self->does_word_start_upper($word)) { ... } These are mainly for sub-classes, to use in L<< /C >> and L<< /C >>. =head2 C =head2 C This class suggests not using common words or passwords, especially on their own. It also suggests that capitalisation, "special characters" substitutions, and writing things backwards are not very useful. =head2 C The JSON serialisation for matches of this class will contain C. =head1 AUTHOR Gianni Ceccarelli =head1 COPYRIGHT AND LICENSE This software is copyright (c) 2018 by BroadBean UK, a CareerBuilder Company. This is free software; you can redistribute it and/or modify it under the same terms as the Perl 5 programming language system itself. =cut sequence.t100644001750001750 414713500137732 26225 0ustar00dakkardakkar000000000000Data-Password-zxcvbn-1.0.4/t/tests/data/password/zxcvbn/match#!perl use strict; use warnings; use Test::Most; use lib 't/lib'; use Test::zxcvbn qw(cmp_match generate_combinations); use Data::Password::zxcvbn::Match::Sequence; sub cmp_s_match { my ($i,$j,$token,$asc) = @_; cmp_match( $i,$j,'Sequence', token => $token, ascending => bool($asc), ); } sub test_scoring { my ($token, $ascending, $guesses, $message) = @_; my $match = Data::Password::zxcvbn::Match::Sequence->new({ token => $token, ascending => $ascending, i => 0, j => 3, }); is( $match->guesses, $guesses, $message, ); } sub test_making { my ($password, $expected, $message) = @_; my $matches = Data::Password::zxcvbn::Match::Sequence->make( $password, ); cmp_deeply( $matches, $expected, $message, ) or explain $matches; } subtest 'scoring' => sub { test_scoring( 'ab', 1 => 4 * 2, 'obvious start * len', ); test_scoring( 'XYZ', 1 => 26 * 3, 'base26 * len', ); test_scoring( '4567', 1 => 10 * 4, 'base10 * len', ); test_scoring( '7654', 0 => 10 * 4 * 2, 'base10 * len * descending', ); test_scoring( 'ZYX', 0 => 4 * 3 * 2, 'obvious start * len * descending', ); }; subtest 'making' => sub { test_making('',[],'empty string no match'); test_making('a',[],'1-char no match'); test_making('1',[],'1-char no match'); test_making( 'abcbabc', [ cmp_s_match(0,2,'abc',1), cmp_s_match(2,4,'cba',0), cmp_s_match(4,6,'abc',1), ], 'matches overlapping patterns', ); for my $case (generate_combinations('jihg',[qw(! 22)],[qw(! 22)])) { my ($password,$i,$j) = @{$case}; test_making( $password, [ cmp_s_match($i,$j,'jihg',0) ], 'matches embedded patterns', ); } test_making( "\x{0430}\x{0432}\x{0434}", [ cmp_s_match(0,2,ignore(),1) ], 'matches Cyrillic', ); }; done_testing; RankedDictionaries.pm100644001750001750 2441351413500137732 26405 0ustar00dakkardakkar000000000000Data-Password-zxcvbn-1.0.4/lib/Data/Password/zxcvbnpackage Data::Password::zxcvbn::RankedDictionaries; use strict; use warnings; our $VERSION = '1.0.4'; =head1 NAME Data::Password::zxcvbn::RankedDictionaries - ranked dictionaries for common words =head1 DESCRIPTION This is a data file used by L<< C >>, and is generated by the L<< C|https://bitbucket.org/broadbean/p5-data-password-zxcvbn/src/master/maint/build-ranked-dictionaries >> program when building the distribution. =cut our %ranked_dictionaries = ( english_wikipedia => { "'aliabad" => 26996, "'best" => 9381, "'black" => 17310, "'blue" => 26339, "'bout" => 25881, "'cause" => 20289, "'first" => 21522, "'free" => 23172, "'golden" => 24135, "'good" => 16773, "'great" => 19608, "'green" => 23731, "'high" => 22985, "'home" => 25650, "'king" => 22765, "'little" => 19663, "'live" => 25805, "'love" => 23073, "'most" => 23244, "'national" => 23364, "'ndrangheta" => 27426, "'olya" => 13106, "'open" => 27099, "'outstanding" => 29889, "'people" => 28368, "'real" => 22497, "'right" => 29398, "'round" => 21361, "'special" => 25580, "'that" => 17910, "'the" => 2543, "'there" => 21951, "'this" => 15133, "'three" => 29786, "'well" => 24039, "'what" => 13839, "'when" => 25536, "'white" => 19601, "'with" => 29618, "'world" => 26581, "1,000th" => 27351, "1000m" => 29078, "100th" => 6244, "101st" => 10918, "102nd" => 18954, "103rd" => 18029, "104th" => 16735, "105th" => 18937, "106th" => 18824, "107th" => 18536, "1080p" => 24359, "108th" => 18422, "109th" => 18235, "10deg" => 28222, "10th" => 2118, "110th" => 15756, "111th" => 16219, "112th" => 17378, "113th" => 14336, "114th" => 21357, "115th" => 21600, "116th" => 18125, "117th" => 21295, "118th" => 24152, "119th" => 24726, "11th" => 2149, "120th" => 22064, "121st" => 23614, "122nd" => 29721, "124th" => 25867, "125cc" => 21740, "125th" => 14066, "126th" => 24011, "127th" => 25873, "128th" => 26675, "129th" => 28641, "12th" => 1939, "130th" => 26500, "131st" => 26829, "135th" => 25317, "137th" => 27844, "138th" => 27898, "13th" => 2007, "140th" => 27388, "141st" => 28438, "142nd" => 29988, "145th" => 29058, "148th" => 27251, "149th" => 28837, "14th" => 2108, "1500m" => 21455, "1500s" => 26442, "150th" => 11620, "1530s" => 28032, "153rd" => 27130, "1540s" => 29603, "155th" => 29599, "157th" => 26823, "1580s" => 28407, "1590s" => 28155, "15th" => 2032, "1600s" => 18170, "160th" => 25527, "161st" => 27159, "1620s" => 24615, "1630s" => 20123, "1640s" => 21857, "1650s" => 22347, "1660s" => 22789, "1670s" => 25582, "1680s" => 24330, "1690s" => 25144, "16th" => 1793, "1700s" => 15143, "1720s" => 22073, "1730s" => 19857, "173rd" => 26801, "1740s" => 19576, "1750s" => 18387, "175th" => 26104, "1760s" => 16364, "1770s" => 15512, "1780s" => 14727, "1790s" => 13210, "179th" => 29414, "17th" => 1701, "1800s" => 7128, "180deg" => 17817, "180th" => 25053, "181st" => 28394, "1820s" => 8955, "1830s" => 6838, "1840s" => 6569, "1850s" => 5650, "1860s" => 5536, "1870s" => 5222, "187th" => 29676, "1880s" => 4444, "1890s" => 4757, "18th" => 1416, "1900s" => 5577, "1910s" => 8799, "1920s" => 2045, "1930s" => 1646, "1940s" => 2407, "1950s" => 1273, "1960s" => 933, "1970s" => 855, "1980s" => 820, "1990s" => 912, "19th" => 793, "1up.com" => 24886, "2/1st" => 27393, "2000s" => 2808, "200th" => 13482, "2010s" => 9067, "20deg" => 29926, "20th" => 915, "21st" => 2498, "22nd" => 5180, "23rd" => 5236, "24th" => 4981, "250cc" => 20774, "250th" => 26147, "25th" => 4068, "26th" => 5533, "27th" => 5614, "300th" => 18680, "30deg" => 22234, "30th" => 4946, "360deg" => 17764, "36ers" => 28146, "400th" => 21231, "45deg" => 18988, "4kids" => 25537, "4x100" => 9148, "4x100m" => 21899, "4x200" => 17074, "4x400" => 18443, "500cc" => 22550, "500th" => 19383, "509th" => 27402, "50th" => 4866, "60deg" => 21802, "76ers" => 12014, "90deg" => 14423, "`abdu'l" => 17563, "a.f.c" => 12816, "a.k.a" => 7158, "a.m." => 4280, "aachen" => 9686, "aacsb" => 28890, "aagpbl" => 22986, "aalto" => 19458, "aamir" => 20281, "aarau" => 28053, "aargau" => 20689, "aarhus" => 10916, "aarti" => 26784, "ababa" => 12225, "abacetus" => 20258, "abacha" => 27860, "abalone" => 23825, "abandoned" => 1485, "abandonment" => 7733, "abandons" => 14244, "abated" => 27597, "abatement" => 24494, "abbas" => 6468, "abbasabad" => 23257, "abbasi" => 21067, "abbasid" => 11616, "abbasids" => 23233, "abbess" => 12531, "abbeville" => 16581, "abbeys" => 17709, "abbot" => 4645, "abbots" => 13562, "abbotsford" => 15874, "abbottabad" => 21963, "abbreviated" => 3998, "abbreviation" => 6990, "abbreviations" => 12716, "abdel" => 10036, "abdicate" => 17512, "abdicated" => 13580, "abdication" => 12311, "abdomen" => 6743, "abdomina" => 18305, "abducts" => 29944, "abdulaziz" => 14444, "abdullahi" => 25146, "abdur" => 17646, "abdus" => 24952, "abelard" => 29189, "abelian" => 11073, "abellio" => 22383, "abenaki" => 21327, "abercorn" => 27440, "abercromby" => 26314, "aberdare" => 15971, "aberdeenshire" => 12027, "abergavenny" => 20674, "aberrations" => 22633, "aberystwyth" => 13200, "abeyance" => 20772, "abhay" => 25669, "abidjan" => 18406, "abies" => 21411, "abilene" => 13249, "abilities" => 2879, "ability" => 1022, "abingdon" => 12288, "abington" => 19589, "abitibi" => 27092, "abitur" => 20814, "abkhaz" => 18152, "abkhazia" => 10384, "abkhazian" => 23929, "ablation" => 18879, "ablative" => 28721, "ablaze" => 18405, "ablett" => 28517, "abnormalities" => 9623, "abode" => 11760, "abolish" => 9707, "abolished" => 3047, "abolishing" => 13496, "abolishment" => 24368, "abolition" => 5313, "abolitionist" => 9742, "abolitionists" => 17025, "aboriginal" => 3525, "aboriginals" => 19185, "aborigines" => 10284, "abortions" => 11212, "abortive" => 13671, "abounded" => 28590, "abounds" => 28744, "about.com" => 16763, "above" => 484, "abrahamic" => 21852, "abramoff" => 19011, "abramovich" => 28243, "abrasion" => 20698, "abrasive" => 13851, "abridged" => 13377, "abroad" => 2240, "abrogated" => 24548, "abruptly" => 6977, "abruzzo" => 15891, "abscess" => 20292, "absence" => 2325, "absent" => 4029, "absentia" => 15389, "absolutism" => 23939, "absolutist" => 26318, "absorbed" => 3556, "absorber" => 21026, "absorbers" => 19993, "absorbing" => 8646, "absorbs" => 13169, "absorption" => 5774, "abstained" => 17039, "abstaining" => 25185, "abstention" => 23732, "abstentions" => 24999, "abstract" => 3722, "abstracted" => 11318, "abstracting" => 12928, "abstraction" => 8307, "abstractions" => 19648, "abstracts" => 12742, "absurdist" => 27153, "abteilung" => 26157, "abu'l" => 19834, "abubakar" => 21006, "abuja" => 16411, "abundance" => 5480, "abundances" => 27430, "abundant" => 4630, "abuse" => 2442, "abusers" => 24444, "abuses" => 7182, "abutment" => 26167, "abutments" => 18989, "abuts" => 24242, "abutting" => 24116, "abwehr" => 21033, "abyss" => 9747, "abyssinia" => 19345, "abyssinian" => 21046, "ac/dc" => 12851, "academia" => 6155, "academic" => 853, "academica" => 21526, "academical" => 16853, "academically" => 9354, "academician" => 12521, "academicians" => 21630, "academics" => 3979, "academie" => 7767, "academies" => 7091, "academy" => 475, "acadian" => 12773, "acadians" => 14666, "accademia" => 11569, "accede" => 24393, "acceded" => 15760, "accelerate" => 8294, "accelerated" => 5771, "accelerates" => 19014, "accelerating" => 10798, "acceleration" => 5902, "accelerator" => 9676, "accelerators" => 17775, "accented" => 15924, "accentuated" => 20031, "accenture" => 26429, "acceptability" => 26390, "acceptance" => 3812, "accepted" => 1081, "acceptor" => 14235, "accepts" => 4814, "accessed" => 4426, "accesses" => 18121, "accessibility" => 7873, "accessible" => 2634, "accessing" => 10108, "accession" => 5813, "accessories" => 5975, "accion" => 26436, "accipitridae" => 27889, "acclaim" => 3662, "acclaimed" => 3332, "acclamation" => 18439, "accolade" => 13373, "accolades" => 6592, "accommodate" => 3106, "accommodated" => 9589, "accommodates" => 13049, "accommodation" => 4013, "accompanied" => 1856, "accompanies" => 9820, "accompaniment" => 7899, "accompanist" => 16312, "accompany" => 5238, "accompanying" => 4097, "accomplishments" => 5552, "accordance" => 3738, "accorded" => 9663, "according" => 216, "accordingly" => 4320, "accordion" => 9102, "accordionist" => 27450, "accords" => 10880, "account" => 1132, "accountability" => 6205, "accountancy" => 12771, "accounted" => 5339, "accounting" => 3434, "accounts" => 1991, "accra" => 11097, "accreditation" => 4634, "accredited" => 3768, "accrediting" => 14840, "accretion" => 17561, "accrington" => 13620, "accrue" => 21947, "accrued" => 16087, "accumulate" => 9193, "accumulated" => 5557, "accumulates" => 16916, "accumulating" => 11735, "accumulation" => 7142, "accumulations" => 23344, "accumulator" => 20682, "accuracy" => 3790, "accurate" => 3030, "accurately" => 5308, "accusative" => 16294, "accused" => 1795, "acetaldehyde" => 29281, "acetic" => 15621, "acetone" => 20486, "acetyl" => 16467, "acetylation" => 29997, "acetylcholine" => 15916, "acetylene" => 21845, "acetyltransferase" => 28060, "achaea" => 17644, "achaean" => 27645, "achaemenid" => 16274, "acharya" => 12095, "achievable" => 17591, "achieve" => 1994, "achieved" => 1257, "achievement" => 2258, "achievements" => 3025, "achievers" => 26963, "achieves" => 10611, "achieving" => 3840, "acid" => 1778, "acidic" => 8353, "acidification" => 25072, "acidity" => 14016, "acids" => 4526, "acknowledged" => 3507, "acknowledgement" => 13228, "acknowledges" => 9363, "acknowledging" => 9318, "acknowledgment" => 15780, "acland" => 18602, "acleris" => 26891, "acolytes" => 24670, "acorn" => 10758, "acoustic" => 2969, "acoustical" => 19546, "acoustically" => 23181, "acoustics" => 11051, "acquiesced" => 25121, "acquire" => 3652, "acquired" => 911, "acquires" => 11449, "acquiring" => 4996, "acquisition" => 2561, "acquisitions" => 6355, "acquitted" => 6462, "acraea" => 23128, "acre" => 3995, "acreage" => 15628, "acres" => 2591, "acrimonious" => 19241, "acrobatic" => 14321, "acrobatics" => 20276, "acrocercops" => 22926, "acrolophus" => 29800, "acronym" => 6374, "acronyms" => 23424, "acropolis" => 12873, "across" => 419, "acrylic" => 12006, "act" => 303, "actions" => 1382, "activated" => 3607, "activates" => 10524, "activating" => 11481, "activation" => 4944, "active" => 571, "actively" => 2995, "activision" => 15259, "activism" => 5062, "activist" => 2771, "activists" => 3515, "activities" => 623, "activity" => 1001, "actor" => 775, "actors" => 1832, "actress" => 1094, "actresses" => 6898, "acts" => 1251, "actual" => 1603, "actuaries" => 27137, "actuated" => 20078, "actuator" => 20870, "actuators" => 19481, "acuity" => 19796, "acumen" => 17482, "acute" => 4307, "acutely" => 19818, "acyclic" => 25342, "adalbert" => 15347, "adamantly" => 25914, "adamawa" => 28120, "adana" => 12961, "adapt" => 5930, "adaptability" => 22869, "adaptable" => 15340, "adaptation" => 2248, "adaptations" => 4798, "adapted" => 1978, "adapter" => 10796, "adapting" => 8733, "adaption" => 12618, "adaptive" => 6748, "adaptor" => 22541, "adapts" => 18333, "adare" => 27432, "adarsh" => 22231, "added" => 505, "adder" => 19563, "adding" => 2016, "addition" => 377, "additional" => 658, "additionally" => 1719, "additions" => 4721, "additive" => 9213, "additives" => 12669, "addressed" => 3151, "addresses" => 4241, "addressing" => 5039, "adds" => 4139, "adelphi" => 16380, "adenauer" => 20729, "adenine" => 23583, "adenosine" => 17055, "adept" => 10517, "adequacy" => 22877, "adequate" => 4319, "adequately" => 8392, "adhere" => 8467, "adhered" => 11624, "adherence" => 9491, "adherent" => 17334, "adherents" => 8101, "adheres" => 15298, "adhering" => 14200, "adhesion" => 10664, "adhesives" => 20624, "adiabatic" => 20608, "adige" => 27999, "adipose" => 19477, "adirondack" => 12939, "aditi" => 26830, "adiyaman" => 24190, "adjacent" => 1660, "adjectival" => 23465, "adjective" => 8375, "adjectives" => 9990, "adjoined" => 22469, "adjoining" => 5130, "adjoins" => 15892, "adjoint" => 15904, "adjournment" => 28566, "adjudged" => 19029, "adjudicated" => 25067, "adjudication" => 20280, "adjudicator" => 27747, "adjunct" => 7305, "adjustable" => 9086, "adjusted" => 5044, "adjusts" => 21007, "adjutant" => 7423, "adjuvant" => 27557, "administered" => 2884, "administering" => 9588, "administers" => 9413, "administracion" => 21418, "administrated" => 17825, "administration" => 676, "administrations" => 8990, "administrative" => 782, "administratively" => 7466, "administrator" => 3368, "administrators" => 5377, "admiral" => 2034, "admirals" => 11042, "admiralty" => 5151, "admission" => 3465, "admissions" => 6344, "admits" => 5194, "admitted" => 1841, "admixture" => 19280, "adnan" => 13692, "adobe" => 6419, "adolescents" => 9092, "adolf" => 4487, "adolphe" => 11938, "adolphus" => 13375, "adoor" => 24807, "adopted" => 1068, "adopters" => 28371, "adopting" => 5754, "adopts" => 10057, "adorn" => 16697, "adorned" => 8260, "adorning" => 28487, "adornment" => 28367, "adorns" => 27774, "adrenergic" => 20145, "adriaan" => 22212, "adriaen" => 29813, "adrianople" => 20020, "adriatic" => 7991, "adsorption" => 17493, "adult" => 1359, "adulterous" => 24466, "adulthood" => 7277, "adults" => 1984, "advaita" => 17480, "advance" => 1589, "advanced" => 1002, "advancement" => 4749, "advancements" => 12662, "advances" => 4133, "advancing" => 4082, "advani" => 29295, "advantageous" => 10507, "advantages" => 4173, "adventist" => 8064, "adventists" => 16021, "adventurer" => 10434, "adventurers" => 12819, "adventures" => 2749, "adverb" => 26378, "adverbs" => 20268, "adversarial" => 22751, "adverse" => 5264, "adversely" => 11647, "advert" => 12404, "advertised" => 6240, "advertisement" => 5518, "advertisements" => 4984, "advertiser" => 9854, "advertisers" => 10558, "advertising" => 2013, "adverts" => 14203, "advised" => 3731, "adviser" => 4420, "advisers" => 8238, "advises" => 8567, "advisor" => 3188, "advisories" => 16305, "advisors" => 6708, "advisory" => 2484, "advocacy" => 4144, "advocate" => 2883, "advocated" => 4131, "advocates" => 4509, "advocating" => 7119, "aechmea" => 20850, "aegean" => 8769, "aegis" => 10875, "aegon" => 20411, "aemilius" => 27727, "aeneas" => 15111, "aeneid" => 21406, "aeolian" => 18932, "aerial" => 3315, "aerials" => 24520, "aerobatic" => 15975, "aerobatics" => 22908, "aerobic" => 12782, "aerodrome" => 7364, "aerodynamic" => 8984, "aerodynamics" => 13596, "aeroflot" => 21513, "aeronautica" => 19007, "aeronautical" => 8499, "aeronautics" => 9094, "aeronautique" => 24282, "aeroplane" => 11536, "aeroplanes" => 19016, "aeros" => 20855, "aerosols" => 24099, "aerospace" => 4977, "aerospatiale" => 29458, "aeschylus" => 21531, "aesop" => 17447, "aesthetic" => 4702, "aesthetically" => 13724, "aesthetics" => 7368, "aethelred" => 20162, "aethelstan" => 26128, "aether" => 19046, "aetna" => 28595, "affairs" => 1020, "affected" => 1756, "affecting" => 4729, "affectionately" => 10911, "affective" => 14155, "afferent" => 24800, "affiliate" => 2902, "affiliated" => 2181, "affiliates" => 5859, "affiliation" => 4328, "affiliations" => 7513, "affine" => 11478, "affinis" => 22221, "affinities" => 15557, "affinity" => 6323, "affirmation" => 14071, "affirmed" => 7288, "affirming" => 13575, "affirms" => 16935, "affix" => 25949, "affixed" => 13127, "affixes" => 21110, "afflicted" => 10735, "affluence" => 22002, "affluent" => 7581, "affordability" => 19656, "affordable" => 5465, "afforded" => 8676, "affording" => 21097, "affords" => 14678, "afghan" => 4400, "afghanistan" => 2232, "afghans" => 13709, "aficionados" => 22132, "afield" => 13367, "afire" => 26668, "afonso" => 10821, "aforementioned" => 6188, "aforesaid" => 22471, "afoul" => 24763, "africa" => 562, "african" => 529, "africana" => 19044, "africans" => 6390, "africanus" => 18983, "afridi" => 25319, "afrikaans" => 9818, "afrikaner" => 17490, "afrikaners" => 29592, "afshar" => 27631, "aftab" => 20519, "after" => 30, "aftermarket" => 16641, "aftermath" => 2597, "aftershock" => 27770, "aftershocks" => 23213, "afterward" => 4414, "afterwards" => 1821, "afterword" => 23480, "afzal" => 22447, "against" => 101, "agama" => 27893, "agaricus" => 25579, "agassiz" => 17745, "agave" => 19915, "agder" => 16990, "age" => 140, "aged" => 1524, "ageing" => 10613, "agence" => 21545, "agencies" => 2131, "agency" => 1039, "agents" => 2165, "ages" => 1753, "agglomeration" => 13983, "aggregate" => 3246, "aggregated" => 14948, "aggregates" => 13138, "aggregating" => 21248, "aggregation" => 10226, "aggregations" => 27011, "aggregator" => 10413, "aggression" => 6080, "aggressively" => 9230, "aggressiveness" => 20505, "aggrieved" => 25993, "agile" => 10599, "agility" => 11041, "agincourt" => 20834, "aging" => 4794, "agios" => 16399, "agitating" => 27754, "agitation" => 9461, "agnostic" => 10971, "agong" => 24106, "agonist" => 12162, "agonists" => 17582, "agonopterix" => 27967, "agora" => 18482, "agrarian" => 7716, "agreement" => 985, "agreements" => 3690, "agrees" => 3789, "agribusiness" => 18916, "agricole" => 27847, "agricultural" => 1376, "agriculturally" => 29117, "agriculture" => 1526, "agrippa" => 16289, "agrippina" => 23837, "agronomist" => 29087, "agronomy" => 23573, "aground" => 9446, "aguascalientes" => 21094, "agulhas" => 29337, "agung" => 25501, "aharon" => 19416, "ahmadabad" => 17221, "ahmadinejad" => 14195, "ahmadiyya" => 15125, "ahmedabad" => 9377, "ahmednagar" => 21415, "ahmet" => 13016, "ahvaz" => 22591, "aichi" => 11467, "aicte" => 20310, "aided" => 4059, "ailerons" => 14815, "ailing" => 11462, "ailments" => 13099, "ailsa" => 25911, "aimed" => 2409, "aiming" => 6283, "aims" => 2864, "aintree" => 20895, "air" => 207, "airasia" => 26755, "airbase" => 12247, "aircraft" => 460, "aircrew" => 12495, "aircrews" => 17814, "airdate" => 13275, "airdrie" => 16095, "airdrieonians" => 28870, "aired" => 1325, "aires" => 3270, "airfield" => 3231, "airfields" => 7988, 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=> 88, "botha" => 15478, "botolph" => 28480, "botswana" => 7021, "bottleneck" => 15127, "bottlenecks" => 25294, "bottlenose" => 24389, "bottling" => 12946, "botvinnik" => 28759, "bouches" => 28291, "bouchet" => 19909, "bougainville" => 13195, "bouillon" => 23372, "boulders" => 10447, "boulevard" => 2940, "boulevards" => 17339, "boulez" => 21501, "boulogne" => 10569, "boult" => 24631, "boundaries" => 2401, "boundary" => 1937, "bounded" => 3974, "bounding" => 20235, "bourbons" => 24204, "bourchier" => 22310, "bourgeoisie" => 12713, "bourges" => 17623, "bourgogne" => 18754, "bournemouth" => 7658, "bourse" => 27675, "boutiques" => 14981, "bouts" => 8239, "bowed" => 11832, "bowery" => 14433, "bowl" => 1392, "bowled" => 6371, "bowlers" => 9051, "bowls" => 6484, "boxset" => 22421, "boyaca" => 25829, "boyar" => 23451, "boyars" => 21649, "boyband" => 25944, "boycott" => 6081, "boycotted" => 12406, "boycotts" => 18889, "boyhood" => 12862, "boylston" => 24456, "boys/girls" => 21606, "bozorg" => 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=> 20091, "brasileira" => 23895, "brasileiro" => 12347, "brasiliensis" => 26769, "brasov" => 15727, "brassey" => 29315, "bratianu" => 29251, "bratislava" => 8071, "brattleboro" => 26492, "braunfels" => 27353, "braunschweig" => 12242, "bravery" => 5783, "brazilian" => 1941, "brazilians" => 13168, "brazo" => 29250, "brazos" => 17045, "brazzaville" => 16707, "breaches" => 12154, "breaching" => 14869, "breadth" => 9321, "breakage" => 21799, "breakaway" => 8420, "breakbeat" => 27944, "breakout" => 8536, "breakthrough" => 4463, "breakwater" => 14829, "bream" => 18292, "breastfeeding" => 15519, "breaststroke" => 8078, "breccia" => 27155, "brechin" => 18083, "brecker" => 26947, "breckinridge" => 14611, "brecon" => 14676, "bred" => 5170, "breda" => 11345, "breech" => 11108, "breeches" => 19457, "breed" => 3219, "breeder" => 10655, "breeders" => 7195, "breeding" => 2660, "breeds" => 5430, "brega" => 26401, "breguet" => 21245, "breisgau" => 22466, "bremerhaven" => 19771, "bremerton" => 17715, 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"bronfman" => 26003, "bronislaw" => 24625, "bronx" => 5262, "bronze" => 1341, "bronzes" => 14319, "broodmare" => 15689, "broods" => 22001, "brookfield" => 13032, "brookhaven" => 18088, "brookings" => 15059, "brooklands" => 17877, "brookville" => 26902, "brookwood" => 22067, "bros." => 4300, "brothels" => 13237, "brotherhood" => 5092, "brotherhoods" => 29811, "brothers" => 841, "broward" => 13788, "browed" => 27632, "brownian" => 21824, "brownish" => 7067, "brownsville" => 11268, "browser" => 5829, "browsers" => 10938, "bruford" => 26365, "bruges" => 11765, "brugge" => 15608, "bruhl" => 27581, "brumbies" => 25400, "brunei" => 7148, "brunel" => 13034, "brunswick" => 2992, "brussels" => 3573, "brutalist" => 28042, "bruxelles" => 19138, "bryansk" => 21860, "brythonic" => 25703, "brzeg" => 28389, "bskyb" => 22468, "buble" => 23095, "bubonic" => 22063, "buccal" => 26491, "buccaneer" => 19057, "buccaneers" => 7146, "buccleuch" => 27464, "bucculatrix" => 24940, "bucharest" => 5235, 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=> 6849, "burial" => 3115, "burials" => 7564, "buried" => 1210, "burkina" => 7409, "burkinabe" => 26050, "burlesque" => 10288, "burlington" => 5597, "burmese" => 5479, "burnaby" => 14698, "burne" => 21730, "burnet" => 13560, "burnie" => 19078, "burra" => 25104, "burrard" => 27202, "burrowing" => 15104, "bursa" => 14765, "bursaries" => 25975, "bursary" => 22371, "burslem" => 21332, "bursts" => 9405, "burundi" => 9401, "burwood" => 22127, "busan" => 10190, "buses" => 2465, "bushehr" => 17474, "bushels" => 24812, "bushfire" => 22669, "bushfires" => 20025, "bushland" => 20093, "busiest" => 6872, "business" => 269, "businesses" => 1664, "businessman" => 2504, "businessmen" => 6309, "businesspeople" => 25262, "businessperson" => 21325, "businessweek" => 17951, "busing" => 24267, "buskerud" => 24669, "busko" => 28965, "busoni" => 22434, "bustling" => 15876, "busway" => 18523, "butte" => 8508, "buttes" => 24370, "buttress" => 17969, "buttresses" => 12595, "butyl" => 26665, "buuren" => 29948, "buyout" => 10919, "buzau" => 27287, "buzzcocks" => 23443, "by" => 11, "bycatch" => 26845, "bydgoszcz" => 10998, "byelection" => 29369, "bygone" => 25698, "bylaw" => 26866, "bypass" => 4194, "bypassed" => 9581, "bypasses" => 14115, "bypassing" => 10807, "byproduct" => 16270, "byproducts" => 22059, "byrds" => 13297, "bystrica" => 17062, "bytes" => 9429, "bytom" => 27592, "bytow" => 22582, "byung" => 24565, "byway" => 13632, "byzantine" => 2905, "byzantines" => 9367, "byzantium" => 11090, "caballeros" => 25590, "cabaret" => 7104, "cabildo" => 22841, "cabinet" => 1692, "cabins" => 7843, "cable" => 1770, "cables" => 5750, "cablevision" => 19248, "cabling" => 22119, "cabrillo" => 26797, "cabriolet" => 22345, "cacak" => 27552, "cacao" => 18579, "cache" => 6620, "caches" => 16072, "caching" => 21052, "cacti" => 18366, "cadastral" => 17974, "cadbury" => 13147, "caddo" => 15798, "cadell" => 28677, "cadet" => 4639, "cadets" => 5343, "cadfael" => 26262, "cadre" => 10458, "cadres" => 13887, "caernarfon" => 20695, "caerphilly" => 22503, "caesarea" => 14478, "caesarean" => 25349, "caesars" => 15424, "caesium" => 18326, "caetano" => 17119, "cafe" => 3134, "cafes" => 8151, "cafeterias" => 29192, "caffe" => 23804, "cagayan" => 13916, "cagliari" => 12324, "caguas" => 28613, "cahiers" => 26710, "caicos" => 16544, "caird" => 27712, "cairn" => 11769, "cairo" => 4146, "caisson" => 27719, "caithness" => 15226, "caius" => 16690, "cajon" => 21607, "calabar" => 23169, "calabria" => 9528, "calabrian" => 29263, "calais" => 7851, "calamities" => 24964, "calatrava" => 23857, "calaveras" => 25099, "calcareous" => 13674, "calcite" => 17393, "calcium" => 4899, "calculate" => 6709, "calculated" => 3798, "calculates" => 16680, "calculation" => 6089, "calculations" => 6196, "calculators" => 15142, "calculus" => 6879, "calcutta" => 4974, "caldas" => 17348, "caledon" => 22485, "caledonia" => 7073, "caledonian" => 8690, "calendar" => 2517, "calendars" => 11566, "calibers" => 21827, "calibration" => 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cleo => 563, cleopatra => 2345, cleora => 2534, cleotilde => 3322, cleta => 1616, clora => 2910, clorinda => 2780, clotilde => 2248, codi => 3691, coleen => 862, colene => 3321, coletta => 2563, colette => 801, colleen => 224, collen => 2274, collene => 3690, collette => 1282, concepcion => 709, conception => 2909, concetta => 916, concha => 3545, conchita => 2085, connie => 106, constance => 229, consuela => 2084, consuelo => 545, contessa => 3320, cora => 302, coral => 1439, coralee => 2750, coralie => 3063, corazon => 1872, cordelia => 1217, cordia => 3319, cordie => 2562, coreen => 2083, corene => 1673, coretta => 2063, cori => 1147, corie => 2273, corina => 858, corine => 789, corinna => 1431, corinne => 525, corliss => 2247, cornelia => 670, corrie => 1278, corrin => 3621, corrina => 1773, corrine => 707, corrinne => 3318, cortney => 944, courtney => 242, creola => 2865, criselda => 2670, crissy => 2371, crista => 2029, cristal => 1306, cristen => 2561, cristi => 1786, cristie => 2533, cristin => 1850, cristina => 419, cristine => 1521, cristy => 1140, crysta => 3390, crystal => 102, crystle => 3544, cyndi => 1615, cyndy => 3062, cynthia => 28, cyrstal => 3620, cythia => 1849, dacia => 2749, dagmar => 2272, dagny => 3689, dahlia => 2082, daina => 2864, daine => 3619, daisey => 2105, daisy => 289, dalene => 3111, dalia => 1108, dalila => 2104, damaris => 1171, dana => 177, danae => 2462, danelle => 1301, danette => 1026, dani => 1816, dania => 1923, danica => 1729, daniela => 1064, daniele => 1815, daniell => 2706, daniella => 1430, danielle => 150, danika => 2560, danille => 2748, danita => 1180, dann => 3389, danna => 1030, dannette => 2491, dannielle => 1836, danuta => 2559, danyel => 2821, danyell => 2747, danyelle => 1893, daphine => 2246, daphne => 585, dara => 1072, darcel => 3250, darcey => 3460, darci => 1475, darcie => 1605, darcy => 758, daria => 1429, darla => 448, darleen => 1250, darlena => 3001, darlene => 157, darline => 1604, davida => 1650, davina => 1581, dawn => 105, dawna => 1345, dawne => 2422, dayle => 2200, dayna => 984, daysi => 3543, deadra => 3000, deana => 647, deandra => 2271, deandrea => 3317, deane => 2421, deann => 926, deanna => 256, deanne => 793, debbi => 1987, debbie => 141, debbra => 1835, debby => 1016, debera => 3316, debi => 1311, debora => 548, deborah => 25, debra => 39, debrah => 1277, debroah => 2180, dede => 3388, dedra => 1592, dee => 659, deeann => 2062, deeanna => 3459, deedee => 2908, deedra => 2956, deena => 845, deetta => 3618, deidra => 947, deidre => 821, deirdre => 826, deja => 3387, delaine => 2705, delana => 2151, delcie => 3458, delena => 2532, delfina => 1243, delia => 440, delicia => 2490, delila => 3542, delilah => 1019, delinda => 2081, delisa => 2179, dell => 2230, della => 366, delma => 999, delmy => 3386, delois => 1092, deloise => 2907, delora => 1871, deloras => 3541, delores => 219, deloris => 489, delorse => 3182, delpha => 2602, delphia => 1753, delphine => 1027, delsie => 2955, demetra => 1591, demetria => 998, demetrice => 2531, dena => 540, denae => 3249, deneen => 1798, denese => 2530, denice => 941, denise => 74, denisha => 2420, denisse => 3540, denita => 1935, denna => 1785, dennise => 1922, denyse => 3617, deonna => 2999, desirae => 1870, desiree => 410, despina => 2954, dessie => 957, detra => 2313, devona => 2150, devora => 2669, devorah => 2629, dian => 1336, diana => 96, diane => 50, diann => 893, dianna => 404, dianne => 273, diedra => 2419, diedre => 2529, dierdre => 3248, digna => 2229, dimple => 2668, dina => 551, dinah => 1063, dinorah => 3181, dione => 2290, dionna => 2461, dionne => 887, divina => 3688, dixie => 457, dodie => 3539, dollie => 779, dolly => 655, dolores => 171, doloris => 2460, domenica => 1834, dominga => 1130, dominica => 2863, dominique => 636, dominque => 2149, domitila => 2862, domonique => 2489, dona => 713, donella => 3180, donetta => 2418, donette => 3457, donita => 1366, donna => 17, donnetta => 3247, donnette => 3246, donya => 2488, dora => 246, dorathy => 2289, dorcas => 1264, doreatha => 3616, doreen => 408, dorene => 1179, doretha => 946, dorethea => 3615, doretta => 2704, dori => 1474, doria => 3179, dorie => 2528, dorinda => 1365, dorine => 2013, doris => 55, dorla => 3385, dorotha => 1814, dorothea => 555, dorothy => 10, dorris => 1107, dortha => 1305, dorthea => 1715, dorthey => 3178, dorthy => 500, dottie => 992, dotty => 3061, dovie => 1189, dreama => 2370, drema => 2601, drucilla => 1986, drusilla => 2288, dulce => 1316, dulcie => 3110, dung => 2459, dusti => 3060, dwana => 3384, dyan => 2527, earlean => 2245, earleen => 2344, earlene => 766, earlie => 3109, earline => 701, earnestine => 759, eartha => 1699, easter => 1315, eboni => 1672, ebonie => 2779, ebony => 468, echo => 2628, edda => 2600, edelmira => 1884, eden => 1698, edie => 1404, edith => 117, edna => 109, edra => 3614, edris => 3245, edwina => 775, edyth => 2998, edythe => 976, effie => 501, ehtel => 3108, eileen => 203, eilene => 2906, eladia => 3538, elaina => 1490, elaine => 127, elana => 1714, elane => 3107, elanor => 2558, elayne => 2080, elba => 923, elda => 968, eldora => 1784, eleanor => 148, eleanora => 1848, eleanore => 1006, elease => 2044, elena => 398, elene => 3456, eleni => 2312, elenor => 1364, elenora => 1950, elenore => 2703, eleonor => 3315, eleonora => 3383, eleonore => 3177, elfreda => 3455, elfrieda => 2820, elfriede => 1697, elia => 1015, eliana => 2394, elicia => 2228, elida => 996, elidia => 3613, elin => 3244, elina => 2819, elinor => 755, elinore => 2953, elisa => 467, elisabeth => 529, elise => 576, elisha => 956, elissa => 1119, eliz => 3059, eliza => 679, elizabeth => 5, elizbeth => 1975, elizebeth => 1335, elke => 2287, ella => 208, ellamae => 3058, ellan => 3612, ellen => 126, ellena => 3687, elli => 3686, ellie => 1105, elly => 2458, ellyn => 2199, elma => 633, elmira => 1783, elna => 1580, elnora => 716, elodia => 2012, elois => 2627, eloisa => 1040, eloise => 424, elouise => 1169, elsa => 453, elsie => 196, elsy => 3537, elva => 524, elvera => 1752, elvia => 824, elvie => 2270, elvina => 2557, elvira => 439, elwanda => 3057, elyse => 1152, elza => 3176, emelda => 2311, emelia => 1847, emelina => 3243, emeline => 3106, emely => 2997, emerita => 2778, emiko => 2269, emilee => 1921, emilia => 734, emilie => 971, emily => 99, emma => 134, emmaline => 3454, emmie => 2103, emmy => 2061, emogene => 1696, enda => 3685, enedina => 1571, eneida => 2227, enid => 873, enola => 2148, enriqueta => 1428, epifania => 2526, erica => 169, ericka => 714, erika => 292, erin => 160, erinn => 2667, erlene => 2102, erlinda => 1096, erline => 2487, erma => 373, ermelinda => 2457, erminia => 2666, erna => 872, ernestina => 995, ernestine => 395, eryn => 2818, esmeralda => 739, esperanza => 558, essie => 450, esta => 1920, estefana => 3536, estela => 697, estell => 1974, estella => 512, estelle => 403, ester => 587, esther => 132, estrella => 1562, etha => 2861, ethel => 125, ethelene => 2486, ethelyn => 1570, ethyl => 2198, etsuko => 3611, etta => 507, ettie => 3610, eufemia => 2996, eugena => 3453, eugenia => 534, eugenie => 1869, eula => 420, eulah => 3535, eulalia => 1314, euna => 2860, eunice => 319, eura => 3534, eusebia => 3175, eustolia => 3242, eva => 140, evalyn => 1614, evangelina => 869, evangeline => 800, eve => 740, evelia => 1649, evelin => 2456, evelina => 1919, eveline => 1973, evelyn => 57, evelyne => 1949, evelynn => 3684, evette => 1168, evia => 3452, evie => 1410, evita => 3533, evon => 1569, evonne => 1453, exie => 2599, fabiola => 1290, faith => 460, fallon => 1905, fannie => 335, fanny => 913, farah => 2147, farrah => 1489, fatima => 1004, fatimah => 3174, faustina => 2226, faviola => 3683, fawn => 1351, fay => 553, faye => 303, felecia => 930, felica => 1695, felice => 1797, felicia => 277, felicidad => 2905, felicita => 1139, felicitas => 1492, felipa => 1391, felisa => 1846, felisha => 1473, fermina => 3609, fern => 523, fernanda => 2225, fernande => 3056, ferne => 1671, fidela => 3055, fidelia => 3532, filomena => 1158, fiona => 1740, flavia => 2130, fleta => 3173, flor => 1167, flora => 344, florance => 2129, florence => 107, florencia => 1934, florene => 1590, florentina => 2011, floretta => 2598, floria => 3382, florinda => 2010, florine => 909, florrie => 3381, flossie => 687, floy => 1263, fonda => 1561, fran => 815, francene => 2952, frances => 47, francesca => 906, franchesca => 3105, francie => 2597, francina => 2525, francine => 488, francisca => 513, francoise => 2665, fransisca => 3608, freda => 415, fredda => 3314, frederica => 2128, fredericka => 2286, fredia => 2178, fredricka => 3172, freeda => 2127, freida => 878, frida => 2995, frieda => 618, fumiko => 2455, gabriela => 595, gabriele => 1948, gabriella => 1229, gabrielle => 625, gail => 155, gala => 3313, gale => 653, garnet => 1409, garnett => 2126, gaye => 1193, gayla => 960, gayle => 365, gaylene => 2556, gaynell => 1682, gaynelle => 2746, gearldine => 2524, gema => 3682, gemma => 1546, gena => 827, geneva => 297, genevie => 3312, genevieve => 326, genevive => 3451, genia => 2454, genie => 2268, genna => 2994, gennie => 2596, genny => 2904, genoveva => 1257, georgann => 3054, georgeann => 2993, georgeanna => 3104, georgene => 1972, georgetta => 1868, georgette => 813, georgia => 228, georgiana => 1222, georgiann => 2903, georgianna => 1262, georgianne => 3531, georgie => 1320, georgina => 678, georgine => 2267, geraldine => 161, geralyn => 1560, gerda => 1403, geri => 980, germaine => 942, gerri => 1310, gertha => 2393, gertie => 1249, gertrud => 2125, gertrude => 205, gertrudis => 3607, gertude => 2777, ghislaine => 3606, gianna => 2745, gidget => 3171, gigi => 1933, gilberte => 3681, gilda => 899, gillian => 1157, gilma => 3605, gina => 211, ginette => 2817, ginny => 1276, giovanna => 1545, gisela => 1101, gisele => 1613, giselle => 1464, gita => 3241, giuseppina => 3053, gladis => 1648, glady => 2146, gladys => 103, glayds => 3311, glenda => 239, glendora => 2124, glenna => 594, glennie => 2523, glennis => 2224, glinda => 2223, gloria => 56, glory => 1694, glynda => 2555, glynis => 2744, golda => 1568, goldie => 536, grace => 114, gracia => 2145, gracie => 605, graciela => 589, grayce => 2776, grazyna => 3380, gregoria => 1211, greta => 689, gretchen => 426, gretta => 1867, gricelda => 2816, grisel => 3310, griselda => 994, guadalupe => 298, gudrun => 2369, guillermina => 1039, gussie => 970, gwen => 432, gwenda => 2343, gwendolyn => 259, gwenn => 2485, gwyn => 2664, gwyneth => 3240, hailey => 1531, haley => 683, halina => 2177, halley => 3170, hallie => 871, hana => 2043, hanh => 2595, hannelore => 2123, harriet => 309, harriett => 730, harriette => 1160, hassie => 3052, hattie => 308, haydee => 1153, hayley => 1205, hazel => 138, heather => 53, hedwig => 1641, hedy => 2484, heide => 2009, heidi => 238, heidy => 3680, heike => 3051, helaine => 3239, helen => 15, helena => 562, helene => 522, helga => 898, hellen => 1289, henrietta => 429, henriette => 2079, herlinda => 1208, herma => 3238, hermelinda => 1507, hermila => 3450, hermina => 2285, hermine => 1985, herminia => 935, herta => 2702, hertha => 2951, hettie => 1559, hiedi => 3050, hien => 3379, hilaria => 2594, hilary => 696, hilda => 258, hilde => 2626, hildegard => 1225, hildegarde => 2453, hildred => 2452, hillary => 747, hilma => 1918, hiroko => 2078, hisako => 3237, holli => 1350, hollie => 902, holly => 184, hortencia => 1022, hortense => 1408, hortensia => 1681, hsiu => 3449, hulda => 1659, huong => 1845, hyacinth => 2483, hyon => 2392, hyun => 2077, ida => 181, idalia => 1631, idell => 1917, idella => 1235, iesha => 2008, ignacia => 2076, ila => 688, ilana => 2368, ilda => 2451, ileana => 1397, ileen => 2992, ilene => 786, iliana => 1693, illa => 3309, ilona => 1630, ilse => 1530, iluminada => 2593, imelda => 836, imogene => 590, ina => 527, indira => 2222, inell => 2367, ines => 915, inez => 321, inga => 1558, inge => 1488, ingeborg => 1544, inger => 2221, ingrid => 532, inocencia => 2663, iola => 991, iona => 1033, ione => 1100, iraida => 3103, irena => 1629, irene => 76, iris => 318, irma => 250, irmgard => 1916, isabel => 306, isabell => 1099, isabella => 934, isabelle => 578, isadora => 3530, isaura => 2342, isela => 1866, isidra => 2662, isis => 2482, isobel => 2902, iva => 533, ivana => 2366, ivelisse => 2743, ivette => 1052, ivonne => 1204, ivy => 658, izetta => 3049, izola => 2859, jacalyn => 1704, jacelyn => 2858, jacinda => 2701, jacinta => 1579, jackeline => 1844, jackelyn => 3378, jacki => 2060, jackie => 232, jacklyn => 877, jackqueline => 3236, jaclyn => 604, jacqualine => 2341, jacque => 1234, jacquelin => 1192, jacqueline => 86, jacquelyn => 372, jacquelyne => 2592, jacquelynn => 2391, jacquetta => 3102, jacqui => 3377, jacquie => 2742, jacquiline => 2625, jacquline => 987, jacqulyn => 2075, jada => 1529, jade => 940, jadwiga => 2522, jaimee => 3235, jaimie => 1487, jaleesa => 2591, jalisa => 2857, jama => 3679, jamee => 3169, jami => 715, jamie => 146, jamika => 3448, jamila => 1515, jammie => 1680, jan => 332, jana => 431, janae => 1833, janay => 2624, jane => 77, janean => 3234, janee => 2700, janeen => 1349, janel => 1055, janell => 914, janella => 2950, janelle => 519, janene => 1813, janessa => 2042, janet => 45, janeth => 2176, janett => 2122, janetta => 1984, janette => 542, janey => 1782, jani => 3447, janice => 66, janie => 329, janiece => 3308, janina => 1374, janine => 567, janis => 412, janise => 2741, janita => 2266, jann => 2450, janna => 843, jannet => 2699, jannette => 1275, jannie => 886, janyce => 3529, jaqueline => 1000, jaquelyn => 3604, jasmin => 965, jaunita => 1713, jaye => 2775, jayme => 1125, jaymie => 2815, jayna => 2949, jayne => 603, jazmin => 1557, jazmine => 2121, jean => 58, jeana => 1300, jeane => 1486, jeanelle => 2856, jeanene => 2340, jeanett => 3048, jeanetta => 1415, jeanette => 189, jeanice => 2901, jeanie => 727, jeanine => 615, jeanmarie => 2774, jeanna => 1018, jeanne => 198, jeannetta => 3678, jeannette => 355, jeannie => 455, jeannine => 646, jeffie => 3528, jena => 1013, jenae => 3307, jene => 2698, jenee => 3047, jenell => 2007, jenelle => 1446, jenette => 1947, jeneva => 3603, jeni => 2144, jenice => 2623, jenifer => 538, jeniffer => 1363, jenine => 2284, jenise => 2101, jenna => 433, jennefer => 2175, jennell => 3376, jennette => 1514, jenni => 1463, jennie => 260, jennifer => 6, jenniffer => 1772, jennine => 3101, jenny => 276, jeraldine => 1712, jeri => 663, jerica => 2855, jerilyn => 1612, jerlene => 3446, jerri => 757, jerrica => 2697, jerrie => 1506, jesenia => 2028, jesica => 1270, jessenia => 2265, jessi => 2041, jessia => 3527, jessica => 26, jessie => 213, jessika => 2854, jestine => 3526, jesusa => 2590, jesusita => 3525, jetta => 2740, jettie => 1771, jewel => 495, jewell => 552, jill => 159, jillian => 554, jina => 2059, jinny => 3677, joan => 62, joana => 1865, joane => 2948, joanie => 1424, joann => 164, joanna => 317, joanne => 147, joannie => 2696, joaquina => 3445, jocelyn => 580, jodee => 2100, jodi => 328, jodie => 628, jody => 390, joeann => 2365, joella => 2310, joelle => 1216, joellen => 1438, joetta => 1711, joette => 3306, johana => 2589, johanna => 462, johanne => 3168, johna => 2773, johnetta => 1710, johnette => 3046, johnna => 1202, johnsie => 3233, joie => 3676, jolanda => 2588, joleen => 1520, jolene => 591, jolie => 2040, joline => 3100, jolyn => 2739, jolynn => 1670, jona => 2481, jone => 2947, jonell => 1961, jonelle => 2006, jong => 3602, joni => 582, jonie => 3045, jonna => 1628, jonnie => 1344, josefa => 847, josefina => 454, josefine => 3375, joselyn => 2005, josephina => 1452, josephine => 121, josette => 1218, josie => 514, joslyn => 2220, josphine => 2738, jovan => 3374, jovita => 1238, joy => 227, joya => 3305, joyce => 49, joycelyn => 1390, joye => 2074, juana => 354, juanita => 135, judi => 950, judie => 1781, judith => 64, judy => 69, jule => 3167, julee => 2417, julene => 3166, juli => 1269, julia => 89, juliana => 795, juliane => 2622, juliann => 1751, julianna => 1184, julianne => 773, julie => 52, julieann => 3232, julienne => 2339, juliet => 876, julieta => 1728, julietta => 3524, juliette => 844, julissa => 1770, jung => 1151, junie => 3231, junita => 2480, junko => 3444, justa => 3099, justina => 969, justine => 632, jutta => 2120, kacey => 1709, kaci => 1892, kacie => 1843, kacy => 2390, kaila => 2695, kaitlin => 907, kaitlyn => 975, kala => 1528, kaleigh => 3230, kaley => 2521, kali => 1946, kallie => 3523, kalyn => 3304, kamala => 3098, kami => 1319, kamilah => 3097, kandace => 1832, kandi => 1539, kandice => 1538, kandis => 2772, kandra => 3443, kandy => 1669, kanesha => 3601, kanisha => 3165, kara => 371, karan => 1796, kareen => 3044, karen => 13, karena => 2853, karey => 2174, kari => 402, karie => 1578, karima => 3373, karin => 517, karine => 2587, karisa => 3229, karissa => 1427, karla => 360, karleen => 2479, karlene => 1769, karly => 2852, karlyn => 3372, karma => 2364, karmen => 2309, karol => 1228, karole => 3675, karoline => 3096, karolyn => 1472, karon => 1178, karren => 1983, karri => 1603, karrie => 1062, karry => 3600, kary => 2737, karyl => 2586, karyn => 866, kasandra => 1831, kasey => 798, kasha => 3371, kasi => 3522, kasie => 2520, kassandra => 1389, kassie => 2244, kate => 441, katelin => 3043, katelyn => 830, katelynn => 2946, katerine => 3521, kathaleen => 2039, katharina => 2004, katharine => 627, katharyn => 3228, kathe => 2449, katheleen => 3227, katherin => 2143, katherina => 3599, katherine => 61, kathern => 2173, katheryn => 892, kathey => 2448, kathi => 959, kathie => 807, kathleen => 36, kathlene => 1627, kathline => 3370, kathlyn => 1739, kathrin => 2814, kathrine => 782, kathryn => 82, kathryne => 1768, kathy => 71, kathyrn => 1830, kati => 2027, katia => 2554, katie => 191, katina => 889, katlyn => 2308, katrice => 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=> 1692, kimberlee => 964, kimberley => 560, kimberli => 1915, kimberlie => 2416, kimberly => 24, kimbery => 2585, kimbra => 3598, kimi => 2944, kimiko => 2621, kina => 3226, kindra => 2119, kira => 1080, kirsten => 599, kirstie => 3369, kirstin => 1708, kisha => 1104, kittie => 3161, kiyoko => 3041, kizzie => 3160, kizzy => 1904, klara => 2771, kori => 1513, kortney => 3159, kourtney => 2026, krissy => 2851, krista => 378, kristal => 1150, kristan => 1602, kristeen => 3440, kristel => 2447, kristen => 192, kristi => 312, kristian => 1829, kristie => 475, kristin => 212, kristina => 284, kristine => 333, kristle => 3672, kristy => 346, kristyn => 1727, krysta => 2338, krystal => 399, krysten => 2898, krystin => 3158, krystina => 2897, krystle => 990, krystyna => 1601, kyla => 1242, kylee => 1668, kylie => 1115, kymberly => 2305, kyoko => 2896, kyong => 1396, kyra => 1378, kyung => 1414, lacey => 593, lachelle => 2770, laci => 1812, lacie => 1527, lacresha => 3671, lacy => 875, ladawn => 3225, ladonna => 650, lael => 3368, lahoma => 3224, laila => 1945, laine => 3519, lajuana => 2850, lakeesha => 3302, lakeisha => 818, lakendra => 3157, lakenya => 3367, lakesha => 979, lakeshia => 1402, lakia => 2895, lakiesha => 2735, lakisha => 774, lakita => 3040, lala => 2769, lamonica => 3597, lana => 447, lanell => 2415, lanelle => 2849, lanette => 1611, lani => 1667, lanie => 2990, lanita => 1882, lannie => 3094, lanora => 3039, laquanda => 2768, laquita => 1221, larae => 2171, laraine => 2584, laree => 3670, larhonda => 2058, larissa => 1089, larita => 2989, laronda => 2518, larraine => 3669, larue => 1589, lasandra => 2660, lashanda => 1426, lashandra => 3596, lashaun => 3366, lashaunda => 3301, lashawn => 1071, lashawna => 3518, lashawnda => 2894, lashay => 3668, lashell => 3595, lashon => 2943, lashonda => 949, lashunda => 2072, lasonya => 2810, latanya => 961, latarsha => 2848, latasha => 482, latashia => 2659, latesha => 2517, latia => 2337, laticia => 2057, latina => 2767, latisha => 676, latonia => 1288, latonya => 543, latoria => 2170, latosha => 1338, latoya => 362, latoyia => 2809, latrice => 1012, latricia => 1281, latrina => 2056, latrisha => 2734, launa => 2551, laura => 22, lauralee => 3038, lauran => 3517, laure => 2389, laureen => 1348, laurel => 521, lauren => 162, laurena => 3667, laurene => 1811, lauretta => 1114, laurette => 1505, lauri => 897, laurice => 2516, laurie => 190, laurinda => 2942, laurine => 2264, lauryn => 2733, lavada => 1750, lavelle => 3300, lavenia => 2941, lavera => 2446, laverna => 1969, laverne => 435, laveta => 2988, lavette => 2732, lavina => 1413, lavinia => 1842, lavon => 1407, lavona => 2893, lavonda => 1625, lavone => 3594, lavonia => 2445, lavonna => 2766, lavonne => 785, lawana => 2118, lawanda => 803, lawanna => 2550, layla => 2304, lea => 630, leah => 265, lean => 3156, leana => 2071, leandra => 1666, leann => 680, leanna => 860, leanne => 645, leanora => 3439, leatha => 1600, leatrice => 1401, lecia => 3516, leda => 1761, leeann => 955, leeanna => 2444, leeanne => 2263, leena => 2987, leesa => 1737, leia => 3037, leida => 3515, leigh => 421, leigha => 3438, leighann => 2515, leila => 669, leilani => 1309, leisa => 1343, leisha => 2694, lekisha => 3155, lela => 461, lelah => 3437, lelia => 882, lena => 254, lenita => 3593, lenna => 2142, lennie => 1702, lenora => 506, lenore => 718, leola => 584, leoma => 3036, leona => 275, leonarda => 2196, leone => 1308, leonia => 2892, leonida => 3592, leonie => 2443, leonila => 2442, leonor => 839, leonora => 1188, leonore => 2514, leontine => 3035, leora => 1048, leota => 1123, lera => 2169, lesa => 932, lesha => 3591, lesia => 2055, leslee => 1691, lesley => 579, lesli => 1795, leslie => 143, lessie => 850, leta => 929, letha => 695, leticia => 376, letisha => 2847, letitia => 925, lettie => 1085, letty => 2003, lezlie => 2658, liana => 1690, liane => 1779, lianne => 2940, libbie => 3223, libby => 958, librada => 2657, lida => 1437, lidia => 706, lien => 1932, lieselotte => 3299, ligia => 2168, lila => 446, lili => 2441, lilia => 751, lilian => 794, liliana => 849, lilla => 1968, lilli => 3365, lillia => 3298, lilliam => 3436, lillian => 98, lilliana => 3435, lillie => 230, lilly => 693, lily => 619, lina => 792, linda => 3, lindsay => 296, lindsey => 295, lindsy => 3434, lindy => 1298, linette => 1640, ling => 2303, linh => 1890, linnea => 1471, linnie => 1318, linsey => 1863, lisa => 11, lisabeth => 3433, lisandra => 3154, lisbeth => 2478, lise => 1461, lisette => 1362, lisha => 2336, lissa => 1766, lissette => 1329, lita => 1647, livia => 2414, liz => 896, liza => 763, lizabeth => 1460, lizbeth => 1504, lizeth => 3222, lizette => 1297, lizzette => 2693, lizzie => 598, loida => 2477, lois => 91, loise => 3432, lola => 349, lolita => 908, loma => 2413, lona => 1044, londa => 3034, loni => 1931, lonna => 2070, lora => 406, loraine => 731, loralee => 2939, lore => 2283, lorean => 3590, loree => 1930, loreen => 1903, lorelei => 1736, lorena => 443, lorene => 452, lorenza => 1395, loreta => 2891, loretta => 187, lorette => 2938, lori => 78, loria => 2937, loriann => 2513, lorie => 649, lorilee => 3666, lorina => 2846, lorinda => 1588, lorine => 1177, loris => 2692, lorita => 2808, lorna => 541, lorraine => 165, lorretta => 1679, lorri => 1095, lorriane => 2890, lorrie => 756, lorrine => 3665, lory => 2512, lottie => 508, lou => 571, louann => 1183, louanne => 2335, louella => 928, louetta => 3514, louisa => 765, louise => 83, loura => 3589, lourdes => 520, lourie => 3664, louvenia => 2054, lovella => 2388, lovetta => 3663, lovie => 1485, loyce => 2002, luana => 1881, luann => 797, luanna => 3431, luanne => 1176, luba => 3513, luci => 2889, lucia => 458, luciana => 1794, lucie => 1400, lucienne => 1749, lucila => 1187, lucile => 644, lucilla => 2986, lucille => 145, lucina => 1944, lucinda => 499, lucrecia => 2025, lucretia => 1061, lucy => 206, ludie => 2412, ludivina => 2936, luella => 634, luetta => 2845, luisa => 662, luise => 2476, lula => 348, lulu => 1361, lupe => 569, lupita => 1646, lura => 1133, lurlene => 3297, lurline => 2141, luvenia => 1929, luz => 341, lyda => 1599, lydia => 240, lyla => 1810, lynda => 322, lyndia => 2888, lyndsay => 1678, lyndsey => 1373, lynell => 2475, lynelle => 2363, lynetta => 2731, lynette => 417, lynn => 166, lynna => 3364, lynne => 368, lynnette => 857, lynsey => 2549, mabel => 251, mabelle => 2844, mable => 394, machelle => 1765, macie => 2217, mackenzie => 1501, macy => 2262, madalene => 3588, madaline => 2117, madalyn => 1943, madelaine => 3033, madeleine => 879, madelene => 2935, madeline => 323, madelyn => 842, madge => 806, madie => 1981, madlyn => 2511, mae => 287, maegan => 1880, mafalda => 3093, magali => 3092, magaly => 1980, magan => 2362, magaret => 2440, magda => 1227, magdalen => 2656, magdalena => 664, magdalene => 1328, magen => 2411, magnolia => 1436, mahalia => 3587, mai => 868, maia => 2548, maida => 2195, maile => 2730, maira => 1902, maire => 2887, maisha => 3153, maisie => 3363, majorie => 1207, makeda => 3662, malena => 3661, malia => 1735, malika => 2194, malinda => 743, malisa => 2167, malissa => 1043, malka => 3152, mallie => 2765, mallory => 767, malorie => 2934, malvina => 3512, mamie => 347, mammie => 2241, mana => 2655, manda => 2216, mandi => 1129, mandie => 2886, mandy => 451, manie => 3296, manuela => 652, maple => 2439, mara => 880, maragaret => 3295, maragret => 2843, maranda => 1385, marcela => 1166, marcelene => 3511, marcelina => 1356, marceline => 2654, marcell => 3660, marcella => 397, marcelle => 1248, marcene => 3091, marchelle => 3221, marci => 838, marcia => 233, marcie => 762, marcy => 661, mardell => 3430, maren => 2166, marg => 3362, margaret => 9, margareta => 2547, margarete => 1624, margarett => 1914, margaretta => 2282, margarette => 1451, margarita => 300, margarite => 1942, margart => 2302, marge => 1156, margene => 3032, margeret => 2116, margert => 2691, margery => 777, marget => 2653, margherita => 2885, margie => 262, margit => 2096, margo => 639, margorie => 2281, margot => 953, margret => 635, margrett => 3294, marguerita => 2510, marguerite => 307, margurite => 2024, margy => 3586, marhta => 3220, mari => 812, maria => 7, mariah => 1215, mariam => 1268, marian => 243, mariana => 874, marianela => 3429, mariann => 1342, marianna => 1037, marianne => 370, maribel => 572, maribeth => 1567, marica => 2807, maricela => 776, maricruz => 3510, marie => 44, mariel => 2165, mariela => 1793, mariella => 3428, marielle => 3427, marietta => 837, mariette => 2933, mariko => 2690, marilee => 1384, marilou => 1809, marilu => 2620, marilyn => 80, marilynn => 1060, marinda => 2689, marion => 176, marisa => 608, marisela => 1047, marisha => 2932, marisol => 613, marissa => 516, marita => 1388, maritza => 643, marivel => 2729, marjorie => 128, marjory => 1165, marketta => 3509, markita => 2261, marla => 480, marlana => 2509, marleen => 2140, marlen => 2652, marlena => 1175, marlene => 237, marline => 2806, marlo => 1537, marlyn => 1241, marlys => 1201, marna => 2115, marni => 2164, marnie => 1360, marquerite => 1450, marquetta => 2301, marquita => 901, marquitta => 3219, marsha => 252, marta => 459, marth => 3031, martha => 38, marti => 1526, martina => 638, martine => 1748, marva => 835, marvel => 1503, marvella => 3218, marvis => 2985, mary => 1, marya => 2410, maryalice => 2583, maryam => 2409, maryann => 336, maryanna => 2842, maryanne => 799, marybelle => 3293, marybeth => 989, maryellen => 895, maryetta => 3659, maryjo => 1639, marylee => 1778, marylin => 1406, maryln => 3658, marylou => 720, marylouise => 3030, marylyn => 1828, marylynn => 2931, maryrose => 3090, masako => 1928, matha => 3508, mathilda => 1862, mathilde => 2546, matilda => 668, matilde => 1088, mattie => 248, maud => 1296, maude => 537, maudie => 1017, maura => 867, maureen => 223, maurine => 1011, maurita => 3657, mavis => 640, maxie => 1484, maximina => 3361, maxine => 249, maya => 1079, maybell => 2508, maybelle => 1445, maye => 2438, mayme => 1103, mayola => 3029, mayra => 602, mazie => 1556, meagan => 666, meaghan => 1327, mechelle => 1665, meda => 3507, megan => 151, meggan => 2651, meghan => 422, meghann => 2215, melaine => 2650, melani => 2930, melania => 3360, melanie => 186, melany => 2387, melba => 469, melda => 2764, melia => 3151, melida => 2929, melina => 1449, melinda => 220, melisa => 721, melissa => 30, melissia => 2582, melita => 2928, mellie => 2437, mellisa => 963, mellissa => 1106, melodee => 2984, melodi => 3506, melodie => 1132, melody => 340, melonie => 1555, melony => 1512, melva => 802, melvina => 1274, melynda => 2386, mendy => 2728, mercedez => 3089, mercy => 1543, meredith => 416, meri => 2507, merideth => 3217, meridith => 2436, merilyn => 2139, merissa => 3656, merlene => 2095, merlyn => 3028, merna => 2280, merri => 2094, merrie => 2688, merrilee => 2983, merry => 1070, mertie => 3585, meryl => 1726, meta => 1511, mia => 704, mica => 2727, micaela => 1199, micha => 3655, michaela => 983, michaele => 3150, michele => 154, michelina => 3088, micheline => 2279, michell => 943, michelle => 21, michiko => 2038, micki => 2069, mickie => 1879, miesha => 3216, migdalia => 1051, mignon => 2726, miguelina => 2506, mika => 2649, mikaela => 3359, miki => 2805, mikki => 2068, mila => 1967, milagro => 2474, milagros => 733, milda => 2841, mildred => 60, milissa => 1566, millicent => 891, millie => 621, milly => 3292, mimi => 1191, mina => 962, minda => 2725, mindi => 1587, mindy => 449, minerva => 692, ming => 2982, minna => 2361, minnie => 236, minta => 3584, mira => 1747, miranda => 456, mireille => 2581, mirella => 2840, mireya => 1394, miriam => 279, mirian => 1510, mirna => 1136, mirta => 1577, mirtha => 2619, misha => 2804, missy => 1146, misti => 1195, mistie => 3654, misty => 286, mitsue => 3583, mitsuko => 2839, mittie => 1419, mitzi => 811, mitzie => 2724, miyoko => 3215, modesta => 1645, moira => 1677, mollie => 568, molly => 310, mona => 407, monet => 3149, monica => 131, monika => 948, monique => 327, monnie => 3148, monserrate => 2385, moriah => 2927, mozell => 1827, mozella => 2334, mozelle => 1214, muoi => 3087, muriel => 396, myesha => 3582, myong => 1746, myra => 375, myriam => 1459, myrl => 3214, myrle => 2333, myrna => 479, myrta => 3581, myrtice => 1777, myrtie => 2193, myrtis => 1280, myrtle => 253, myung => 2332, nada => 1676, nadene => 3086, nadia => 805, nadine => 401, naida => 3580, nakesha => 3291, nakia => 1174, nakisha => 1901, nakita => 2240, nana => 2360, nancee => 3505, nancey => 3213, nanci => 1383, nancie => 2384, nancy => 12, nanette => 783, nannette => 1483, nannie => 729, naoma => 2114, naomi => 269, narcisa => 2505, natacha => 3212, natalia => 855, natalie => 214, natalya => 3504, natashia => 2687, nathalie => 1247, natisha => 2981, natividad => 1317, natosha => 2239, necole => 3579, neda => 2838, nedra => 1287, neida => 3653, nelda => 691, nelia => 2053, nelida => 1808, nell => 556, nella => 1689, nelle => 1586, nellie => 235, nelly => 945, nena => 1482, nenita => 2980, neoma => 1941, neomi => 3358, nereida => 1240, nerissa => 2435, nery => 2926, neta => 2067, nettie => 471, neva => 719, ngan => 3290, ngoc => 2052, nguyet => 3357, nichelle => 1878, nichol => 1900, nichole => 392, nicholle => 3578, nicki => 1206, nickie => 1960, nickole => 2331, nicol => 2383, nicolasa => 1899, nicole => 68, nicolette => 1638, nicolle => 2001, nida => 3027, nidia => 1536, niesha => 3026, niki => 1295, nikia => 2113, nikki => 511, nikole => 1940, nila => 1444, nilda => 1029, nilsa => 1725, nina => 263, ninfa => 1760, nisha => 3025, nita => 769, nobuko => 3356, noelia => 1598, noella => 1959, noelle => 924, noemi => 761, nohemi => 2925, nola => 685, noma => 2580, nona => 810, nora => 261, norah => 2579, noreen => 744, norene => 1542, noriko => 2686, norine => 1688, norma => 94, nova => 1448, novella => 1443, nubia => 3426, nydia => 1500, nyla => 2408, obdulia => 2648, ocie => 1701, octavia => 939, odelia => 2723, odessa => 728, odette => 1734, odilia => 2359, ofelia => 665, ola => 566, olene => 2884, oleta => 1233, olevia => 3577, olga => 271, olimpia => 2722, olinda => 3085, oliva => 1826, olive => 436, olivia => 343, ollie => 473, olympia => 2037, oneida => 2138, onie => 3425, onita => 3024, opal => 337, ophelia => 808, ora => 470, oralee => 3289, oralia => 1087, oretha => 3288, orpha => 1502, ossie => 2000, otelia => 3576, otilia => 1707, ouida => 1724, ozell => 3652, ozella => 2618, ozie => 3287, paige => 581, palma => 1764, palmira => 3023, pam => 356, pamala => 982, pamela => 37, pamelia => 2093, pamella => 2163, pamila => 3651, pamula => 3147, pansy => 922, paola => 1759, parthenia => 3146, particia => 1927, pasty => 3424, pat => 377, patience => 1958, patria => 2721, patrica => 559, patrice => 484, patricia => 2, patrina => 1999, patsy => 257, patti => 442, pattie => 1057, patty => 363, paula => 95, paulene => 2803, pauletta => 2238, paulette => 405, paulina => 1122, pauline => 133, paulita => 3355, pearl => 221, pearle => 1998, pearlene => 2278, pearlie => 741, pearline => 1164, pearly => 3022, peggie => 1442, peggy => 101, penelope => 732, penney => 2407, penni => 2578, pennie => 1499, penny => 266, perla => 1210, petra => 588, petrina => 2330, petronila => 3211, phebe => 3354, phillis => 1094, philomena => 1186, phung => 3210, phuong => 1377, phylicia => 2720, phylis => 1376, phyliss => 1418, phyllis => 93, piedad => 2617, pilar => 1117, pinkie => 1807, polly => 550, porsha => 2277, portia => 1069, pricilla => 1149, priscila => 3084, priscilla => 268, providencia => 2802, prudence => 1498, pura => 2979, qiana => 2260, queenie => 1913, quiana => 2092, quyen => 3021, rachael => 393, rachal => 3145, racheal => 1038, rachel => 79, rachele => 2162, rachell => 2036, rachelle => 583, racquel => 1745, rae => 712, raeann => 2358, raelene => 3209, rafaela => 1078, raguel => 2719, raina => 2051, raisa => 2837, ramona => 290, ramonita => 2023, rana => 1939, ranae => 2473, randa => 1806, randee => 2472, randi => 674, ranee => 3020, raquel => 428, rasheeda => 2647, rashida => 1723, raye => 2300, raylene => 2577, raymonde => 3650, rayna => 2022, reanna => 3208, reatha => 2299, reba => 503, rebbeca => 2237, rebbecca => 2192, rebeca => 988, rebecca => 34, rebecka => 2801, rebekah => 498, reda => 2576, reena => 3286, refugia => 2883, regena => 2050, regenia => 2259, regina => 168, regine => 3575, reginia => 3144, reiko => 2646, reina => 1113, reita => 3353, rema => 3285, remedios => 2329, remona => 3207, rena => 478, renae => 966, renata => 1261, renate => 1260, renay => 3284, renda => 3352, renea => 1722, renee => 180, renetta => 2645, renita => 1091, renna => 3503, ressie => 2882, reta => 1112, retha => 1003, retta => 1957, reva => 820, reyna => 911, reynalda => 2718, rhea => 900, rheba => 3502, rhiannon => 1519, rhoda => 682, rhona => 2685, rhonda => 137, ricarda => 3423, richelle => 1232, ricki => 2763, rikki => 1926, rima => 3501, rina => 1565, risa => 1925, rita => 104, riva => 3143, rivka => 2978, robbi => 3019, robbin => 1025, robbyn => 3351, robena => 3649, roberta => 183, robin => 100, robyn => 381, rochel => 2977, rochell => 2545, rochelle => 425, rocio => 974, rolanda => 1610, rolande => 3574, roma => 1231, romaine => 2276, romana => 1861, romelia => 2035, romona => 1190, rona => 1382, ronda => 485, roni => 1912, ronna => 1541, ronni => 2191, rosa => 112, rosalba => 1259, rosalee => 1010, rosalia => 986, rosalie => 383, rosalina => 1256, rosalind => 609, rosalinda => 750, rosaline => 1792, rosalva => 1597, rosalyn => 700, rosamaria => 3083, rosamond => 2049, rosana => 2258, rosann => 2298, rosanna => 870, rosanne => 831, rosaria => 1776, rosario => 565, rosaura => 1658, rose => 65, roseann => 817, roseanna => 1435, roseanne => 1145, roselee => 3206, roselia => 3283, roseline => 2762, rosella => 856, roselle => 2717, roselyn => 1273, rosemarie => 409, rosemary => 202, rosena => 3500, rosenda => 3648, rosetta => 547, rosette => 3573, rosia => 2357, rosie => 316, rosina => 1341, rosio => 3282, rosita => 1036, roslyn => 781, rossana => 2924, rossie => 3499, rosy => 3018, rowena => 910, roxana => 1148, roxane => 1434, roxann => 1198, roxanna => 1102, roxanne => 379, roxie => 780, rozanne => 3205, rozella => 2471, rubi => 3142, rubie => 1911, ruby => 90, rubye => 1355, rufina => 1825, ruth => 19, rutha => 2684, ruthann => 1326, ruthanne => 2976, ruthe => 3017, ruthie => 690, ryann => 3141, sabina => 1246, sabra => 1744, sabrina => 305, sacha => 2800, sachiko => 2161, sade => 1576, sadie => 387, sadye => 2975, salena => 2190, salina => 1518, sallie => 504, sally => 167, salome => 2048, samara => 2160, samatha => 1086, samella => 3350, samira => 2575, sana => 3572, sanda => 3016, sandee => 3082, sandi => 1077, sandie => 2716, sandra => 16, sandy => 315, sanjuana => 1387, sanjuanita => 1381, sanora => 2544, santa => 1131, santina => 2356, sara => 84, sarah => 23, sarai => 3571, saran => 3570, sari => 2236, sarina => 2137, sarita => 1564, sasha => 841, saturnina => 3422, saundra => 746, savanna => 2355, savannah => 852, scarlett => 1359, sebrina => 2574, seema => 3647, selena => 770, selene => 2257, selina => 978, selma => 654, sena => 3140, senaida => 3349, serafina => 3081, serena => 723, serina => 2021, serita => 2881, setsuko => 3080, shae => 3079, shaina => 1470, shakia => 2974, shakira => 2159, shakita => 3139, shala => 2923, shalanda => 2880, shalon => 3281, shalonda => 1525, shameka => 1334, shamika => 1481, shan => 3348, shana => 600, shanae => 2836, shanda => 1093, shandi => 3569, shandra => 1805, shaneka => 2091, shanel => 3280, shanell => 1763, shanelle => 2434, shani => 1804, shanice => 2066, shanika => 1554, shaniqua => 3078, shanita => 1803, shanna => 561, shannan => 1664, shannon => 123, shanon => 1224, shanta => 1337, shantae => 3568, shantay => 3204, shante => 1354, shantel => 1253, shantell => 1743, shantelle => 2799, shanti => 3347, shaquana => 3203, shaquita => 2922, shara => 1417, sharan => 3077, sharda => 3138, sharee => 1841, sharell => 3646, sharen => 1840, shari => 463, sharice => 3279, sharie => 2835, sharika => 3498, sharilyn => 3202, sharita => 1938, sharla => 1325, sharleen => 2433, sharlene => 931, sharmaine => 3567, sharolyn => 3201, sharon => 20, sharonda => 1252, sharri => 2715, sharron => 711, sharyl => 2328, sharyn => 1293, shauna => 620, shaunda => 2761, shaunna => 2470, shaunta => 3076, shaunte => 3137, shavon => 2020, shavonda => 3136, shavonne => 2543, shawana => 2469, shawanda => 1860, shawanna => 3200, shawna => 466, shawnda => 2112, shawnee => 2090, shawnna => 2468, shawnta => 3421, shay => 1859, shayla => 1084, shayna => 1412, sheba => 3278, sheena => 616, sheila => 124, sheilah => 2542, shela => 2432, shelba => 2111, shelia => 364, shella => 2798, shelley => 345, shelli => 1213, shellie => 1046, shelly => 288, shemeka => 2760, shemika => 2354, shena => 1889, shenika => 3199, shenita => 2616, shenna => 3566, shera => 2921, sheree => 823, sherell => 3135, sheri => 369, sherice => 3497, sherie => 1399, sherika => 2759, sherill => 3015, sherilyn => 1858, sherise => 3014, sherita => 1458, sherlene => 3496, sherley => 2327, sherly => 2326, sherlyn => 2504, sheron => 1802, sherrell => 2235, sherri => 291, sherrie => 486, sherril => 3346, sherrill => 1416, sherron => 1733, sherry => 119, sherryl => 1535, shery => 2644, sheryl => 301, sheryll => 2834, shiela => 1068, shila => 3075, shira => 2382, shirely => 2797, shirl => 2796, shirlee => 1553, shirleen => 2615, shirlene => 1333, shirley => 27, shirly => 1657, shizue => 3198, shizuko => 3495, shona => 2047, shonda => 1021, shondra => 3494, shonna => 2136, shonta => 2920, shoshana => 2431, shyla => 2919, sibyl => 1663, signe => 2189, sigrid => 1637, silvana => 2573, silvia => 438, sima => 2918, simona => 1898, simone => 672, simonne => 2879, sina => 3493, sindy => 2214, siobhan => 1721, sirena => 3345, sixta => 3645, slyvia => 2297, socorro => 637, sofia => 726, soila => 3565, solange => 2541, soledad => 1050, somer => 3277, sona => 3492, sondra => 606, sonia => 278, sonja => 445, sonya => 331, sook => 2296, sophia => 423, soraya => 2430, stacee => 3420, stacey => 209, staci => 629, stacia => 1197, stacie => 490, stacy => 178, starla => 1375, stasia => 3013, stefani => 1762, stefania => 2381, stefanie => 564, stefany => 3197, steffanie => 2213, stella => 244, stepanie => 3074, stephaine => 1552, stephane => 1979, stephania => 2917, stephanie => 41, stephany => 1226, stephenie => 1245, stephine => 1687, stephnie => 3491, suanne => 3644, sudie => 2188, sue => 195, sueann => 2429, suellen => 2034, sulema => 3276, sumiko => 3275, sunni => 3643, sunny => 1307, susan => 8, susana => 575, susann => 1857, susanna => 819, susannah => 1517, susanne => 573, susie => 342, susy => 2683, suzan => 1083, suzann => 1966, suzanna => 1237, suzanne => 153, suzette => 788, suzi => 3134, suzie => 1742, suzy => 1596, sybil => 656, syble => 1534, sylvia => 120, sylvie => 2795, synthia => 2295, syreeta => 2406, tabatha => 722, tabetha => 2234, tabitha => 472, taina => 3490, taisha => 2682, tajuana => 3489, takako => 3642, takisha => 2212, talia => 1623, talisha => 2353, talitha => 2643, tama => 3073, tamala => 2135, tamar => 1720, tamara => 226, tamatha => 1877, tambra => 3072, tameika => 2614, tameka => 745, tamekia => 2294, tamela => 1135, tamera => 904, tamesha => 2572, tami => 465, tamica => 2256, tamie => 1888, tamika => 546, tamiko => 1824, tamisha => 2681, tammara => 2233, tammera => 2973, tammi => 787, tammie => 481, tammy => 75, tamra => 863, tana => 1121, tandra => 3641, tandy => 3071, taneka => 2878, tanesha => 1585, tangela => 1686, tania => 738, tanika => 1621, tanisha => 771, tanja => 1910, tanna => 2187, tanya => 234, tara => 201, tarah => 2019, taren => 3419, tari => 2972, tarra => 2971, tarsha => 1801, taryn => 1014, tasha => 437, tashia => 2642, tashina => 3070, tasia => 2794, tatiana => 1182, taunya => 3640, tawana => 1073, tawanda => 1423, tawanna => 1575, tawna => 3488, tawny => 2158, tawnya => 1457, tayna => 3639, teena => 1497, tegan => 3564, teisha => 3418, telma => 3417, temeka => 2613, temika => 3416, tempie => 3274, tena => 1244, tenesha => 3487, tenisha => 1856, tennie => 2325, tennille => 2255, teodora => 1887, teofila => 3638, tera => 1059, tereasa => 2540, teresa => 54, terese => 1358, teresia => 3133, teresita => 1024, teressa => 1353, teri => 418, terica => 3486, terina => 3132, terisa => 2877, terra => 936, terresa => 2186, terri => 204, terrie => 694, terrilyn => 3485, tesha => 2503, tessa => 833, tessie => 1058, thalia => 2065, thao => 2352, thea => 1251, theda => 1267, thelma => 122, theodora => 1023, theola => 2641, theresa => 72, therese => 539, theresia => 2157, theressa => 2916, thersa => 1823, thomasena => 3563, thomasina => 1662, thomasine => 2324, thora => 2758, thresa => 1956, thuy => 1422, tia => 710, tiana => 1230, tianna => 2380, tiara => 1144, tien => 3344, tiera => 2915, tierra => 1509, tiesha => 2211, tifany => 3196, tiffaney => 2833, tiffani => 1120, tiffanie => 1425, tiffany => 110, tiffiny => 1897, tijuana => 3131, tilda => 3343, tillie => 1005, timika => 3415, tina => 92, tinisha => 2876, tisa => 3637, tish => 3562, tisha => 903, tobi => 2793, tobie => 3273, toccara => 3561, tomasa => 1128, tomeka => 1524, tomi => 2714, tomika => 1937, tomiko => 2680, tommye => 2970, tomoko => 2351, tona => 2875, tonda => 2428, tonette => 3414, toni => 285, tonia => 611, tonie => 2210, tonisha => 3342, tonita => 3636, tonja => 1194, tonya => 207, tora => 3484, tori => 938, torie => 3341, torri => 3012, torrie => 3069, tosha => 1239, toshia => 3195, toshiko => 2640, tova => 3340, towanda => 2502, toya => 1456, tracee => 1876, tracey => 274, traci => 389, tracie => 515, tracy => 108, trang => 2501, treasa => 2832, treena => 3560, trena => 1332, tresa => 1441, tressa => 1411, tressie => 1644, treva => 1008, tricia => 434, trina => 502, trinh => 2757, trish => 1551, trisha => 510, trista => 1220, trudi => 1997, trudie => 1978, trudy => 557, trula => 2539, tula => 3413, tuyet => 2405, twana => 2018, twanda => 2969, twanna => 2679, twila => 912, twyla => 1286, tyesha => 2209, tyisha => 3339, tynisha => 3559, tyra => 1266, ulrike => 3194, ursula => 597, usha => 2639, vada => 1162, valarie => 698, valda => 2134, valene => 2968, valeri => 3011, valeria => 809, valerie => 149, valery => 2427, vallie => 1977, valorie => 1304, valrie => 2874, vanda => 2379, vanesa => 2110, vanessa => 193, vanetta => 3068, vania => 3193, vanita => 2404, vanna => 3338, vannesa => 3272, vannessa => 1955, vashti => 2831, vasiliki => 3635, veda => 1056, velda => 1200, velia => 1620, vella => 2500, velma => 280, velva => 1574, vena => 2156, venessa => 1255, venetta => 3412, venice => 2208, venita => 1331, vennie => 3337, venus => 1138, veola => 2638, vera => 216, verda => 1074, verdell => 2350, verdie => 2467, verena => 2466, vergie => 1480, verla => 1272, verlene => 2571, verlie => 2570, verline => 3634, verna => 350, vernell => 1127, vernetta => 1996, vernia => 3483, vernice => 1067, vernie => 1791, vernita => 1719, verona => 1661, veronica => 158, veronique => 3271, versie => 2109, vertie => 3010, vesta => 1090, veta => 2612, vicenta => 1685, vickey => 1352, vicki => 199, vickie => 247, vicky => 367, victoria => 116, victorina => 3558, vida => 1035, vikki => 1271, vilma => 854, vina => 1684, vincenza => 1909, vinita => 3557, vinnie => 2033, viola => 241, violet => 283, violeta => 1279, violette => 1954, virgen => 2967, virgie => 675, virgina => 1002, virginia => 35, vita => 1550, viva => 1790, vivan => 2185, vivian => 182, viviana => 1285, vivien => 1995, vivienne => 1976, voncile => 3411, vonda => 921, vonnie => 1789, waltraud => 2611, wanda => 87, waneta => 2713, wanetta => 3633, wanita => 1656, wava => 3067, wendi => 832, wendie => 3270, wendolyn => 3130, wendy => 115, wenona => 3269, whitney => 358, wilda => 865, wilhelmina => 1009, wilhemina => 3632, willa => 651, willena => 3482, willene => 1875, willetta => 3410, willette => 2403, willia => 2232, williemae => 2756, willodean => 3336, wilma => 210, windy => 1340, winifred => 474, winnie => 660, winnifred => 1324, winona => 1034, wonda => 2610, wynell => 3481, wynona => 1800, xenia => 3066, xiao => 3335, xiomara => 1479, xochitl => 2678, xuan => 3129, yadira => 1209, yaeko => 3480, yael => 3409, yahaira => 3128, yajaira => 3192, yanira => 2378, yasmin => 1496, yasmine => 2830, yasuko => 2873, yelena => 3127, yesenia => 804, yessenia => 2792, yetta => 1660, yevette => 3408, ying => 1908, yoko => 1855, yolanda => 188, yolande => 1994, yolando => 2609, yolonda => 1495, yoshie => 3407, yoshiko => 1516, youlanda => 3126, yuette => 3556, yuki => 3406, yukiko => 2608, yuko => 2499, yulanda => 2791, yung => 2755, yuonne => 3334, yuri => 2712, yuriko => 3479, yvette => 339, yvone => 3405, yvonne => 174, zada => 3333, zaida => 1788, zana => 3631, zandra => 1854, zelda => 967, zella => 1076, zelma => 742, zena => 1619, zenaida => 1159, zenia => 3478, zenobia => 1839, zetta => 3125, zina => 1618, zita => 1993, zofia => 2323, zoila => 1111, zola => 1478, zona => 1533, zonia => 3477, zora => 1549, zoraida => 1372, zula => 1675, zulema => 1953, zulma => 1853, }, male_names => { aaron => 77, abdul => 678, abe => 694, abel => 420, abraham => 308, abram => 861, adalberto => 854, adam => 69, adan => 624, adolfo => 484, adolph => 544, adrian => 211, agustin => 481, ahmad => 721, ahmed => 816, alan => 89, albert => 54, alberto => 247, alden => 725, aldo => 690, alec => 761, alejandro => 274, alex => 151, alfonso => 295, alfonzo => 745, alfred => 121, alfredo => 246, ali => 521, allan => 231, alonso => 983, alonzo => 389, alphonse => 673, alphonso => 552, alton => 320, alva => 651, alvaro => 525, alvin => 163, amado => 788, ambrose => 896, amos => 406, andre => 204, andreas => 907, andres => 311, andrew => 35, andy => 259, angelo => 291, anibal => 784, anthony => 22, antione => 939, antoine => 458, anton => 501, antone => 808, antonio => 98, antony => 649, antwan => 724, archie => 321, arden => 882, ariel => 677, arlen => 923, arlie => 963, armand => 524, armando => 237, arnoldo => 955, arnulfo => 685, aron => 703, arron => 648, arthur => 48, arturo => 273, aubrey => 426, augustine => 661, augustus => 774, aurelio => 610, avery => 541, barry => 136, bart => 487, basil => 561, beau => 594, ben => 201, benedict => 917, benito => 474, benjamin => 66, bennie => 329, benny => 337, bernard => 137, bernardo => 557, bernie => 628, bert => 391, bertram => 842, bill => 154, billy => 73, blaine => 477, blake => 304, bob => 243, bobby => 82, boris => 699, brad => 206, bradford => 403, bradley => 124, bradly => 811, brain => 510, branden => 623, brandon => 68, brant => 748, brendan => 417, brendon => 823, brent => 187, brenton => 753, bret => 437, brett => 195, brian => 20, brice => 793, broderick => 982, bruce => 67, bruno => 583, bryan => 100, bryce => 457, bryon => 523, bud => 777, buford => 627, burl => 813, burt => 717, byron => 252, caleb => 381, calvin => 150, carey => 506, carl => 47, carlo => 607, carlos => 80, carlton => 298, carmelo => 588, carmine => 660, carrol => 886, cary => 424, casey => 245, cecil => 202, cedric => 343, cedrick => 962, cesar => 312, chad => 118, chadwick => 663, charles => 8, charley => 605, chas => 878, chauncey => 769, chet => 841, chi => 807, chong => 865, chris => 94, christian => 218, christoper => 744, christopher => 11, chuck => 467, chung => 853, clair => 626, clarence => 91, claud => 891, claude => 214, claudio => 757, clay => 401, clayton => 232, clement => 579, clemente => 881, cletus => 833, cleveland => 465, cliff => 519, clifford => 144, clifton => 255, clint => 369, clinton => 221, clyde => 179, cody => 228, colby => 587, colin => 334, collin => 613, colton => 943, columbus => 840, conrad => 394, cordell => 911, corey => 174, cornelius => 398, cornell => 646, cory => 213, coy => 580, craig => 88, cristobal => 895, cristopher => 938, curt => 479, curtis => 110, cyril => 655, cyrus => 654, dale => 107, damian => 468, damien => 491, damion => 806, damon => 316, dan => 172, dane => 527, danial => 620, daniel => 12, danilo => 890, dannie => 781, danny => 99, dante => 578, darell => 981, daren => 639, darin => 405, dario => 796, darius => 514, darnell => 412, daron => 864, darrel => 386, darrell => 159, darren => 225, darrick => 827, darrin => 416, darron => 872, darryl => 216, darwin => 496, daryl => 257, dave => 248, david => 6, dean => 166, deandre => 731, deangelo => 931, delbert => 333, delmar => 599, delmer => 795, demarcus => 832, demetrius => 451, denis => 490, dennis => 40, denny => 572, denver => 614, deon => 743, derek => 158, derick => 548, derrick => 171, deshawn => 885, desmond => 494, devin => 347, devon => 483, dewayne => 433, dewey => 376, dewitt => 752, diego => 543, dino => 728, dion => 577, dirk => 622, domenic => 871, 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=> 9980, "232425" => 7122, "232629" => 12930, "233223" => 9778, "233391" => 16657, "234432" => 19300, "234523" => 16427, "235689" => 2906, "235711" => 10464, "237081a" => 14001, "23dp4x" => 13994, "23jordan" => 17272, "23skidoo" => 4993, "23wesdxc" => 16783, "24011985" => 4392, "2401pedro" => 27905, "24061986" => 4263, "24111989" => 4780, "241455" => 23065, "242526" => 11160, "243122" => 24721, "243462536" => 10972, "245lufpq" => 22393, "2468" => 1418, "24680" => 4546, "246800" => 16397, "2468013579" => 26328, "246810" => 852, "24681012" => 6859, "24681357" => 15267, "246813579" => 9773, "246824" => 21703, "24688642" => 28841, "246890" => 21702, "2469" => 3578, "247365" => 14776, "2481632" => 18186, "24861793" => 28843, "248ujnfk" => 20824, "24gordon" => 25234, "24lover" => 22727, "24pnz6kc" => 15507, "25000" => 8616, "2500aa" => 29630, "2500hd" => 26260, "2502557i" => 19613, "25031987" => 4557, "25041988" => 4757, "25081988" => 4405, "25091987" => 4725, "2509mmh" => 17445, "25121987" => 4579, "2521659" => 21974, "25251325" => 11560, "25252" => 6771, "2525252" => 25582, "252627" => 13066, "253634" => 9060, "254xtpss" => 17871, "255225" => 22916, "255555" => 24524, "25563o" => 24823, "255ooo" => 23846, "2580" => 3349, "258000" => 6892, "25800852" => 4444, "258025" => 13640, "2580258" => 28246, "25802580" => 1476, "2580456" => 12087, "258046" => 27863, "258147" => 22909, "2583458" => 11740, "258369" => 4796, "258456" => 1528, "258741" => 10666, "258789" => 17566, "258852" => 3727, "258963" => 4913, "2597174" => 23284, "26028" => 28954, "26031988" => 4738, "26058" => 28688, "26061987" => 4091, "260zntpc" => 15368, "261397" => 22776, "26429vadim" => 19520, "267605" => 19676, "267ksyjf" => 21244, "26exkp" => 9336, "27061988" => 4538, "270873_" => 11588, "271828" => 9908, "272829" => 16317, "2741001" => 14557, "276115" => 20331, "27731828" => 7348, "2797349" => 25586, "28011987" => 4576, "28021990" => 4597, "28021992" => 4451, "28041987" => 4399, "282860" => 12360, "2835493" => 18465, "284655" => 21445, "287hf71h" => 24177, "28infern" => 23064, "29011985" => 4594, "29024" => 28945, "29051989" => 4565, "29071983" => 4553, "299792458" => 17134, "29palms" => 24933, "2b4dnvsx" => 17981, "2b8riedt" => 14251, "2bad4u" => 13652, "2balls" => 25833, "2big4u" => 26362, "2bigtits" => 14338, "2boobs" => 28413, "2bornot2" => 17812, "2bornot2b" => 17761, "2children" => 27520, "2cool4u" => 10187, "2dumb2live" => 28306, "2enter" => 21742, "2fast4u" => 4991, "2fchbg" => 11402, "2gether" => 21053, "2girls" => 11718, "2good4u" => 13187, "2h0t4me" => 25548, "2hot4u" => 6366, "2hot4you" => 28581, "2i5fdruv" => 23326, "2kash6zq" => 16568, "2kgwai" => 13891, "2legit" => 27260, "2letmein" => 25717, "2much4u" => 23626, "2n6wvq" => 13304, "2sexy2ho" => 11964, "2sweet" => 6723, "2twins" => 22646, "2vrd6" => 27794, "2w3e4r" => 9056, "2w3e4r5t" => 11517, "2wj2k9oj" => 17277, "2wsx1qaz" => 13200, "2wsx3edc" => 6459, "2wsx4rfv" => 26789, "2wsxcde3" => 10190, "2wsxzaq1" => 9405, "2ykn5ccf" => 26938, "3000" => 6629, "300000" => 13123, "3000gt" => 4237, "30031988" => 4657, "30041986" => 4541, "30051985" => 4251, "3006" => 5233, "300zx" => 10415, "300zxtt" => 28137, "302731" => 17923, "305pwzlr" => 18616, "30624700" => 23724, "308win" => 23700, "31011987" => 4646, "31021364" => 28226, "311420" => 27320, "311music" => 20137, "31217221027711" => 15599, "312mas" => 28127, "313233" => 14482, "31359092" => 28176, "314159" => 935, "3141592" => 7162, "31415926" => 925, "314159265" => 11989, "3141592654" => 13288, "31415927" => 23581, "3151020" => 8190, "315475" => 352, "315920" => 9489, "316271" => 25361, "316497" => 21309, "316769" => 19725, "321123" => 2157, "321456" => 2303, "321456987" => 11978, "321654" => 1029, "32165498" => 9185, "321654987" => 2085, "32167" => 5620, "3216732167" => 9090, "321678" => 5723, "321cba" => 20953, "321ewq" => 12616, "321ret32" => 23373, "322223" => 9497, "3234412" => 9832, "3247562" => 19370, "326159487" => 10603, "32615948worms" => 19344, "3263827" => 9835, "326598" => 13004, "331234" => 14488, "332211" => 2326, "332233" => 18728, "333000" => 22235, "333221" => 9352, "333222" => 9838, "333222111" => 16499, "33334444" => 20719, "333444" => 4989, "3334444" => 18460, "333555" => 6128, "333666" => 2679, "333666999" => 9444, "333777" => 4040, "333888" => 11838, "333999" => 7193, "333z333" => 15389, "334433" => 22232, "334455" => 5957, "335533" => 10759, "335533aa" => 13279, "335577" => 8129, "3364068" => 15485, "336633" => 22230, "336699" => 2752, "337733" => 22229, "339311" => 18725, "33ds5x" => 16788, "33rjhjds" => 9252, "33st33" => 21985, "342500" => 27363, "343104ky" => 15689, "3440172" => 23271, "34523452" => 8984, "34524815" => 15662, "345543" => 18718, "3465xxx" => 9169, "34778" => 20580, "34erdfcv" => 27288, "357159" => 4868, "357753" => 8124, "3578951" => 21171, "357951" => 5122, "357mag" => 8731, "358hkyp" => 24833, "3611jcmg" => 23713, "36169544" => 29244, "362436" => 1994, "362514" => 8295, "3630000" => 21170, "36363" => 21944, "36460341" => 16981, "365214" => 25379, "3657549" => 21169, "368ejhih" => 13335, "369147" => 17168, "369258" => 3819, "36925814" => 23549, "369258147" => 5560, "36936" => 19128, "369741" => 23615, "369852" => 3857, "36985214" => 28159, "369852147" => 8416, "3698741" => 7678, "36987412" => 17840, "369874125" => 22076, "369963" => 3235, "375125" => 17991, "37583867" => 23544, "37kazoo" => 27136, "380zliki" => 10943, "3816778" => 25604, "382436" => 23614, "382563" => 25385, "383pdjvl" => 11780, "3891576" => 18459, "38972091" => 16448, "38gjgeuftd" => 20334, "392781" => 18705, "3984240" => 7674, "3a5irt" => 17360, "3bears" => 28279, "3cudjz" => 12090, "3e2w1q" => 9666, "3e4r5t" => 22270, "3edc4rfv" => 7326, "3edcvfr4" => 10371, "3f3fpht7op" => 21978, "3girls" => 11111, "3ip76k2" => 5802, "3ki42x" => 13035, "3mpz4r" => 13136, "3mta3" => 14152, "3qvqod" => 13785, "3rjs1la7qe" => 6794, "3some" => 10873, "3stooges" => 11412, "3syqo15hil" => 13681, "3techsrl" => 20896, "3tmnej" => 17870, "3x7pxr" => 4562, "3xbobobo" => 17377, "40028922" => 16450, "4034407" => 21167, "405060" => 19809, "4071505" => 14402, "4077mash" => 25094, "4121" => 2735, "4128" => 1259, "413276191q" => 24846, "414243" => 25387, "415263" => 4601, "41d8cd98f00b" => 20111, "4200" => 4707, "420000" => 4337, "420247" => 2350, "420420" => 496, "42042042" => 13560, "420666" => 27442, "4206969" => 23265, "420smoke" => 28067, "424365" => 23596, "426hemi" => 3642, "427900" => 8997, "427cobra" => 15666, "428054" => 22200, "4294967296" => 21938, "42qwerty42" => 18603, "43046721" => 7948, "430799" => 14462, "4311111q" => 19541, "43211234" => 11843, "4321rewq" => 16681, "441232" => 25397, "4417" => 3734, "442200" => 22196, "442244" => 18685, "443322" => 21280, "44332211" => 5766, "444000" => 22192, "444111" => 27514, "444222" => 14457, "444333" => 18683, "44445555" => 11223, "44448888" => 19610, "444555" => 6411, "444555666" => 17895, "444666" => 18678, "444777" => 9903, "444888" => 25407, "44556" => 21930, "445566" => 1603, "44556677" => 23521, "446655" => 18677, "44e3ebda" => 27750, "44mag" => 25336, "44magnum" => 8936, "4500455" => 16187, "4506802a" => 14379, "451236" => 10519, "452073t" => 19393, "45454" => 15613, "454dfmcq" => 19130, "455445" => 21274, "456123" => 808, "456123789" => 13282, "456123a" => 21225, "456258" => 9291, "456321" => 2385, "45645" => 12133, "45645645" => 23518, "456654" => 1655, "45678912" => 29261, "456789123" => 13283, "456838" => 19892, "456852" => 1394, "456987" => 6103, "456asd" => 25471, "456rty" => 24534, "45auto" => 20104, "45colt" => 22919, "45m2do5bs" => 4267, "4637324" => 10962, "46466452" => 26392, "464811" => 19904, "46775575" => 20730, "46and2" => 27543, "46doris" => 22252, "474jdvff" => 18088, "475869" => 11241, "477041" => 22180, "478jfszk" => 25954, "479373" => 10525, "47ds8x" => 23484, "4809594q" => 18422, "481516" => 17214, "48151623" => 9384, "481516234" => 17147, "4815162342" => 322, "4815162342a" => 16246, "4815162342lost" => 13061, "4815162342q" => 25315, "483422" => 25418, "48n25rcc" => 27715, "4904s677075" => 11126, "492529" => 15354, "493949" => 23558, "49527843" => 13475, "495rus19" => 14860, "49ers" => 6030, "49ers1" => 21128, "4_life" => 15039, "4cancel" => 23421, "4cranker" => 17858, "4dwvjj" => 15667, "4ebouux8" => 24493, "4ever" => 4753, "4fa82hyx" => 22131, "4free" => 10969, "4freedom" => 18964, "4g3izhox" => 20059, "4gxrzemq" => 20083, "4iter" => 21782, "4jjcho" => 22496, "4life" => 11470, "4me2know" => 22587, "4me2no" => 19257, "4meonly" => 13038, "4mnveh" => 18981, "4money" => 13207, "4ng62t" => 18414, "4nick8" => 28739, "4play" => 18436, "4pussy" => 17017, "4r3e2w1q" => 10266, "4r5t6y" => 11936, "4real" => 23738, "4rfv3edc" => 8652, "4rfv5tgb" => 11003, "4rkpkt" => 13317, "4runner" => 2050, "4rzp8ab7" => 25342, "4seasons" => 26982, "4snz9g" => 10538, "4speed" => 27745, "4tlved" => 15615, "4wcqjn" => 14278, "4wheel" => 11672, "4wwvte" => 12861, "4x7wjr" => 19786, "4you" => 6164, "4z34l0ts" => 13188, "4z3al0ts" => 14392, "4zqauf" => 13036, "5000" => 5990, "50000" => 26626, "500000" => 9641, "500600" => 27593, "50cent" => 2247, "50spanks" => 3427, "51051051051" => 11902, "51094didi" => 21168, "511647" => 27597, "5150" => 308, "515000" => 5480, "51501984" => 29269, "51502112" => 26389, "515051" => 6740, "515069" => 23546, "5150vh" => 29670, "515253" => 9146, "51525354" => 23497, "51842543" => 16455, "5201314" => 5260, "524645" => 10283, "52545856" => 23492, "526282" => 21265, "526452" => 17242, "52678677" => 14912, "527952" => 23540, "531879fiz" => 21730, "5329" => 5215, "5411pimo" => 23616, "541233432442" => 11066, "54132442" => 13270, "543211" => 27647, "5432112345" => 20113, "543216" => 14499, "54321a" => 15546, "54343" => 26628, "54354" => 26629, "545645" => 25437, "545ettvy" => 17208, "54gv768" => 29985, "551scasi" => 13975, "552255" => 27679, "552861" => 27682, "55378008" => 28110, "554433" => 17256, "55443322" => 29278, "5544332211" => 21616, "554455" => 10555, "55495746" => 26379, "554uzpad" => 13705, "555000" => 9533, "5550123" => 12881, "5550666" => 10319, "555111" => 11804, "5551212" => 2916, "555123" => 21261, "5551298" => 21951, "555222" => 7635, "5552555" => 16185, "555333" => 8078, "555444" => 10289, "555551" => 16225, "555555a" => 10830, "555555d" => 24108, "555556" => 9537, "55555a" => 10931, "55555d" => 22609, "55555n" => 16764, "55555q" => 14492, "55555r" => 27757, "55556666" => 12752, "5556633" => 25609, "555666" => 1218, "555666777" => 13547, "555777" => 2602, "555888" => 10586, "555999" => 14447, "555aaa" => 29473, "556644" => 23522, "556655" => 18034, "556677" => 5223, "55667788" => 14925, "556699" => 18655, "557711" => 14446, "557744" => 11798, "557799" => 18653, "55832811" => 12110, "55bgates" => 6220, "55chevy" => 8952, "5641110" => 10173, "56565" => 20571, "565hlgqo" => 14951, "567765" => 10942, "5678ytr" => 25924, "567rntvm" => 19977, "5681392" => 19402, "56836803" => 28103, "56qhxs" => 12817, "57392632" => 20739, "57699434" => 26374, "5782790" => 18208, "5792076" => 23255, "579300" => 21258, "57chevy" => 4773, "57np39" => 13339, "58565254" => 23460, "59382113kevinp" => 26429, "5alive" => 25806, "5c92v5h6" => 24479, "5element" => 27165, "5gtgiaxm" => 28245, "5hsu75kpot" => 8782, "5lyedn" => 16843, "5nizza" => 26363, "5qnzjx" => 17845, "5rxypn" => 12762, "5speed" => 25154, "5string" => 23202, "5t4r3e2w1q" => 15940, "5t6y7u" => 20364, "5t6y7u8i" => 15555, "5tgb6yhn" => 8628, "5tgbnhy6" => 21436, "5thgbqi" => 23461, "5w76rnqp" => 22102, "5wr2i7h8" => 5444, "600000" => 18649, "6031769" => 18445, "6043dkf" => 27982, "6060842" => 21947, "615243" => 7465, "616879" => 18647, "616913" => 14444, "61808861" => 26373, "622521" => 8552, "625vrobg" => 18063, "62717315" => 13804, "6339cndh" => 19827, "6345789" => 19412, "635241" => 4354, "640xwfkv" => 15279, "645202" => 27730, "6458zn7a" => 17985, "64chevy" => 25364, "651550" => 7049, "654123" => 3173, "654321" => 27, "654321a" => 8618, "654321q" => 9196, "654321z" => 26118, "654456" => 12367, "654987" => 13164, "655321" => 3661, "65mustan" => 24694, "65pjv22" => 22244, "66005918" => 23447, "665259" => 23489, "665544" => 7805, "665566" => 25462, "666000" => 16216, "666111" => 14437, "6661313" => 7083, "66613666" => 5774, "666222" => 23483, "666333" => 7052, "666420" => 21251, "666425" => 18052, "666444" => 25468, "666555" => 7440, "666666" => 21, "6666667" => 18443, "666666a" => 8221, "666666q" => 14289, "66669999" => 17866, "666777" => 1871, "666888" => 15390, "66699" => 20100, "666999" => 832, "666999666" => 18826, "666satan" => 21205, "667766" => 21249, "667788" => 13178, "669966" => 13412, "669e53e1" => 18271, "66chevy" => 22289, "671fsa75yt" => 28777, "67390436" => 23438, "6751520" => 1635, "678910" => 20021, "67899876" => 29287, "67camaro" => 8491, "67mustan" => 24470, "67stang" => 24500, "67vette" => 19046, "6820055" => 18442, "682regkh" => 20231, "6846kg3r" => 26122, "686xqxfg" => 14836, "687887" => 25473, "68camaro" => 9705, "68stang" => 24499, "69213124" => 8549, "6942987" => 28330, "6969" => 75, "69696" => 3739, "696969" => 19, "6969696" => 23246, "697769" => 18629, "699669" => 8195, "69a20a" => 12349, "69camaro" => 5475, "69dude" => 15601, "69pussy" => 27851, "6bjvpe" => 14287, "6chid8" => 12895, "6gcf636i" => 25009, "6jhwmqku" => 19669, "6string" => 11959, "6uldv8" => 6788, "6xe8j2z4" => 19131, "6yhn7ujm" => 27223, "700007" => 18626, "7007" => 3754, "703751" => 18625, "705499fh" => 21714, "708090" => 18624, "708090a" => 13964, "7085506" => 25610, "709394" => 22112, "7224763" => 19421, "72chevy" => 24019, "72d5tn" => 16421, "73501505" => 2025, "7355608" => 16819, "74108520" => 4229, "741147" => 20085, "741236" => 10631, "7412369" => 6235, "74123698" => 6969, "741236985" => 15586, "741258" => 6544, "741258963" => 6289, "7415963" => 9859, "74185" => 15604, "741852" => 804, "74185296" => 9162, "741852963" => 687, "7418529630" => 20915, "741852kk" => 17733, "741963" => 4874, "74227422" 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15414, "gtkmvtyb" => 11851, "gtkmvtym" => 9682, "gtnhjczy" => 26421, "gtnhjd" => 19343, "gtnhjdbx" => 4233, "gtnhjdf" => 11336, "gtnhjdyf" => 24279, "gtnhjpfdjlcr" => 25703, "gtogto43" => 23883, "gtxtymrf" => 11583, "guadalup" => 15577, "guai" => 3261, "guan" => 6584, "guang" => 3541, "guardian" => 1407, "guatemal" => 11566, "gubber" => 9775, "gucci" => 6704, "gucci1" => 19729, "guderian" => 10979, "guenter" => 24056, "guess1" => 10467, "guessit" => 11648, "guesss" => 29894, "guesswho" => 8287, "guest1" => 17019, "guido1" => 15092, "guido8" => 18831, "guildwars" => 19981, "guilherme" => 22419, "guillaum" => 5527, "guille" => 24713, "guillerm" => 6616, "guiness" => 2359, "guinnes" => 13381, "guinness" => 379, "guinness1" => 22624, "guita" => 13260, "guitar" => 103, "guitar01" => 28701, "guitar1" => 3255, "guitar11" => 27110, "guitar12" => 16902, "guitar69" => 27849, "guitare" => 26761, "guitarma" => 21567, "guitarman" => 25061, "guitarra" => 10807, "guitars" => 3955, "gulfstre" => 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"hakaone" => 28361, "hakeem" => 11364, "hakkinen" => 12923, "hakr" => 6170, "hal2000" => 24307, "hal9000" => 2290, "halberd" => 29204, "halcyon" => 8135, "haley1" => 9600, "halflife" => 1488, "halflife2" => 10675, "halfmoon" => 9712, "halfpint" => 11275, "halibut" => 9176, "halifax" => 3445, "halima" => 22945, "hallo" => 1614, "hallo1" => 7987, "hallo12" => 25464, "hallo123" => 4862, "hallodu" => 23196, "halloo" => 25452, "hallow" => 16086, "hallowboy" => 22415, "hallowee" => 5587, "halo123" => 15757, "halogen" => 15998, "haloreach" => 20275, "hambone" => 2548, "hambone1" => 24092, "hambur" => 25947, "hamburg" => 1741, "hamburg1" => 14885, "hamburge" => 11733, "hamish" => 3389, "hamlet" => 981, "hammarby" => 12297, "hamme" => 15306, "hammer" => 84, "hammer01" => 28053, "hammer1" => 3920, "hammer11" => 26598, "hammer12" => 26623, "hammer22" => 23091, "hammer69" => 25787, "hammer99" => 23188, "hammerhe" => 9651, "hammers" => 1954, "hammers1" => 11120, "hammertime" => 24437, "hammie" => 26669, "hamper" => 6447, "hampster" => 25190, "hamradio" => 12935, "hamster" => 1022, "hamster1" => 14070, "hamzah" => 23919, "hanako" => 28427, "handbag" => 6179, "handbags" => 16320, "handball" => 4381, "handcuff" => 10465, "handily" => 25004, "handjob" => 16830, "handsoff" => 22212, "handy1" => 24587, "handyman" => 2980, "hang10" => 20583, "hangman" => 9141, "hangten" => 22387, "hanibal" => 25530, "hank1" => 24250, "hankster" => 22803, "hanna1" => 12913, "hannah" => 131, "hannah01" => 16170, "hannah1" => 3712, "hannah11" => 22168, "hannah12" => 25820, "hannah22" => 29609, "hannelor" => 21472, "hannes" => 5595, "hannibal" => 1339, "hannover" => 8741, "hanse" => 26782, "hansol" => 5630, "hansolo" => 1136, "hansolo1" => 10841, "hanswurst" => 25746, "hanter" => 14958, "hanuman" => 5794, "hapkido" => 14124, "happie" => 26182, "happines" => 6436, "happy1" => 634, "happy100" => 20179, "happy12" => 15986, "happy123" => 2134, "happy13" => 28637, "happy2" => 4925, "happy5" => 21303, "happy6" => 25129, "happy69" => 12043, "happy7" => 15821, "happy8" => 28414, "happy99" => 22604, "happyboy" => 12510, "happyday" => 2141, "happydays" => 11632, "happydog" => 8606, "happyface" => 27321, "happyguy" => 24783, "happyhap" => 26590, "happyjoy" => 20989, "happylife" => 28215, "happyman" => 6358, "happyme" => 12964, "happyness" => 26313, "happyone" => 14150, "happys" => 12072, "happytim" => 27027, "happyy" => 19987, "harakiri" => 24004, "harald" => 5363, "harami" => 19526, "harcore" => 6363, "hard1" => 11145, "hard4u" => 16669, "hard69" => 27921, "hardass" => 18292, "hardball" => 5075, "hardbody" => 16443, "hardc0re" => 27340, "hardcock" => 2956, "hardcor" => 13895, "hardcor1" => 29634, "hardcore" => 140, "hardcore1" => 12515, "harddick" => 4655, "harddriv" => 22816, "hardguy" => 23510, "hardhat" => 13541, "hardhead" => 11248, "hardline" => 17090, "hardon" => 743, "hardon1" => 19886, "hardone" => 4775, "hardpack" => 23117, "hardrock" => 2189, "hardtail" => 16978, "hardtime" => 13615, 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=> 15705, "haruka" => 29412, "harumi" => 26168, "harve" => 13468, "harvest" => 3863, "harvey1" => 12368, "harvick" => 13114, "hasbeen" => 29893, "hashem" => 17269, "hasher" => 20579, "hashish" => 16903, "haslo" => 22203, "haslo1" => 16084, "hastur" => 24037, "hatebree" => 27071, "hatelove" => 22321, "hateme" => 9464, "hater" => 14480, "haters" => 10334, "hatesyou" => 15644, "hateyou" => 17084, "hatman" => 24041, "hatrick" => 24926, "hatteras" => 8575, "hattrick" => 5022, "haustool" => 26522, "havana" => 3883, "havefun" => 2650, "havefun1" => 27755, "havok" => 26491, "havvoc" => 23327, "hawai" => 27524, "hawaii" => 444, "hawaii1" => 13853, "hawaii50" => 3621, "hawaiian" => 2967, "hawaiiguy" => 29874, "hawkdog79" => 15383, "hawker" => 8543, "hawkey" => 23468, "hawkeye" => 807, "hawkeye1" => 8624, "hawkeyes" => 2761, "hawking" => 15988, "hawkman" => 17018, "hawkmoon" => 13656, "hawks1" => 8356, "hawkwind" => 8835, "hawkwood" => 29371, "hawthorn" => 7100, "hax0red" => 13518, "hayabusa" => 2819, "hayastan" => 15261, "hayduke" => 17158, "haylee" => 18975, "hazel1" => 16220, "hazel5" => 27109, "hazelnut" => 13600, "hazmat" => 7878, "hball" => 24720, "hbhlair" => 18613, "hbxfhl" => 13927, "hcleeb" => 12164, "hd764nw5d7e1vb1" => 8512, "hdbiker" => 21955, "hea666" => 17598, "head1" => 29198, "headcase" => 14807, "headers" => 17488, "headhunt" => 19134, "headless" => 8322, "headroom" => 29678, "headshot" => 8854, "heart1" => 10075, "heartbre" => 21010, "hearts" => 1566, "heat7777" => 19922, "heater" => 3301, "heathe" => 7627, "heather1" => 1468, "heather2" => 7686, "heather4" => 29043, "heather6" => 23732, "heather7" => 27752, "heather9" => 27053, "heathers" => 12191, "heathrow" => 14213, "heatwave" => 16667, "heaven" => 355, "heaven1" => 11888, "heavy1" => 20888, "heavyd" => 12728, "heavymet" => 26044, "heavymetal" => 26037, "hecate" => 11030, "heccrbq" => 29184, "heckfy" => 3004, "heckfyf" => 24076, "heckfyxbr" => 23086, "hecnfv" => 13365, "hecto" => 26766, "hedgehog" => 2216, "hedimaptfcor" => 16372, "hedj2n4q" => 25615, "hedonism" => 21949, "hedonist" => 19173, "heehaw" => 27063, "heeled" => 7496, "heffer" => 21968, "heidi1" => 4292, "heidie" => 25151, "heidis" => 22910, "heiko" => 21561, "heimdall" => 23166, "heineken" => 2919, "heinlein" => 7898, "heinz57" => 22028, "hej123" => 15865, "hejmeddig" => 24027, "hejsan" => 4815, "hektor" => 27467, "helen1" => 8157, "helge" => 25219, "helicopt" => 13247, "helios" => 6361, "helium" => 6989, "hell666" => 8282, "hellas" => 5869, "hellbent" => 11070, "hellbound" => 28048, "hellboy" => 4096, "hellcat" => 11777, "hellfire" => 746, "hellgate" => 20661, "hellhoun" => 29485, "hellion" => 10301, "hellno" => 7240, "hello" => 83, "hello1" => 443, "hello101" => 25748, "hello11" => 27628, "hello12" => 5310, "hello123" => 603, "hello1234" => 15290, "hello2" => 5511, "hello22" => 22771, "hello23" => 25026, "hello2u" => 10638, "hello3" => 19138, "hello5" => 14019, "hello6" => 24396, "hello69" => 18522, "hello9" => 17755, "hello99" => 16233, "helloall" => 20367, "hellohel" => 7514, "hellokit" => 9806, "hellokitty" => 4932, "helloman" => 15181, "hellome" => 9892, "hellomoto" => 12602, "helloo" => 2412, "hellos" => 3354, "hellothe" => 10769, "hellothere" => 13972, "hellou" => 11837, "hellow" => 8772, "helloween" => 16014, "helloworld" => 12788, "helloyou" => 10618, "hellrais" => 14011, "hellraiser" => 12236, "hellsing" => 5194, "hellspaw" => 18525, "hellspawn" => 14094, "hellya" => 11379, "hellyea" => 22186, "hellyeah" => 2212, "hellyes" => 17951, "helmet" => 2867, "helmut" => 4919, "help123" => 25476, "helpdesk" => 11703, "helper" => 4467, "helpm" => 20728, "helpme" => 259, "helpme1" => 8755, "helpme2" => 23115, "helter" => 23146, "heman" => 16512, "hemi426" => 19442, "hemicuda" => 10710, "hemingwa" => 25031, "hemligt" => 21238, "hemlock" => 5903, "hemmelig" => 18116, "hen3ry" => 18963, "henderso" => 9727, "hendrix" => 669, "hendrix1" => 10060, "heng" => 3864, "henkie" => 29275, "henriett" => 17617, "henrik" => 5405, "henrique" => 17080, "henry1" => 3673, "henry12" => 29748, "henry123" => 20326, "henry14" => 12692, "henry5" => 28549, "henry8" => 22149, "henrys" => 16295, "hentai" => 574, "henti" => 7303, "hepcat" => 16724, "herber" => 24655, "herbert1" => 18711, "herbie" => 1800, "herbie1" => 28267, "hercule" => 8511, "hercules" => 683, "hereiam" => 23920, "heretic" => 9017, "herewego" => 5332, "hergood" => 23735, "herkules" => 16353, "herman1" => 16435, "hermes" => 1755, "hermes1" => 20782, "hermione" => 8314, "hermit" => 10384, "hermos" => 11782, "hermosa" => 13894, "hernan" => 18458, "hernande" => 7593, "hero63" => 21890, "herons" => 11605, "herpderp" => 15654, "hershey" => 1308, "hershey1" => 7778, "hershil" => 27047, "herson" => 14076, "herve" => 16517, "heskey" => 17250, "heslo" => 17770, "hesoyam" => 995, "hesoyam1" => 25103, "hesoyam123" => 25431, "hetfield" => 4620, "hevnm4" => 15139, "hevonen" => 20322, "hewlett" => 4051, "hexagon" => 20257, "hextall" => 24990, "heybaby" => 11853, "heydude" => 27148, "heyjoe" => 15760, "heyjude" => 21658, "heynow" => 3517, "heythere" => 13463, "heyyou" => 6638, "hfccbz" => 17605, "hfccdtn" => 19889, "hfcgbplzq" => 16046, "hfcnfvfy" => 25372, "hfgcjlbz" => 12042, "hfleuf" => 9593, "hfljcnm" => 7453, "hfnfneq" => 23783, "hfpdjl" => 28440, "hfpldfnhb" => 28735, "hfrtnf" => 21572, "hfvbkm" => 20143, "hfytnrb" => 5935, "hhhhh1" => 11980, "hhhhhh1" => 14374, "hhhhhhh1" => 11707, "hiawatha" => 15287, "hibees" => 15417, "hibernia" => 9701, "hibiscus" => 20453, "hiccup" => 24392, "hickory" => 8463, "hidden" => 1820, "hideki" => 28320, "hifive" => 26306, "higgins1" => 25080, "highball" => 14743, "highbury" => 4112, "highfive" => 19009, "highheel" => 3805, "highjump" => 23977, "highland" => 1001, "highlander" => 4293, "highlife" => 5936, "highspee" => 25784, "hightech" => 29620, "hightime" => 16683, "highway1" => 27538, "highwind" => 15073, "hiheels" => 28244, "hihje863" => 12142, "hijinx" => 27789, "hijodeputa" => 27703, "hikari" => 15055, "hikaru" => 12987, "hiking" => 5720, "hilfiger" => 8959, "hillary1" => 29291, "hillbill" => 6090, "hillcres" => 20153, "hillside" => 6857, "hilltop" => 6493, "himera" => 13176, "himitsu" => 20425, "himmel" => 13730, "himura" => 17482, "hinata" => 12998, "hingis" => 16878, "hip-hop" => 15800, "hipho" => 18848, "hiphop" => 656, "hiphop1" => 13970, "hippie" => 3311, "hippo" => 6884, "hippo1" => 25956, "hippos" => 9019, "hipster" => 19081, "hiromi" => 22156, "hiroshi" => 9920, "hiroyuki" => 17699, "hirsute" => 20777, "hisashi" => 13244, "history1" => 12255, "hitachi" => 4295, "hitech" => 12934, "hithere" => 2243, "hithere1" => 23352, "hitler" => 1707, "hitman" => 478, "hitman1" => 19395, "hitman47" => 8727, "hitme" => 27568, "hitmen" => 19386, "hitomi" => 10160, "hiziad" => 5430, "hj8z6e" => 21272, "hjccbz" => 3645, "hjcnbckfd" => 23017, "hjcnjd" => 20972, "hjlbjy" => 22926, "hjlbntkb" => 29639, "hjlbyf" => 13673, "hjvfirf" => 898, "hjvfy" => 27636, "hjvfyjdf" => 11532, 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=> 14178, "postman" => 3799, "postov10" => 12150, "postov1000" => 9349, "posture" => 9673, "pot420" => 16999, "potapov" => 28201, "potapova" => 25925, "potato" => 1363, "potatoe" => 16484, "pothead" => 3151, "potsmoke" => 26972, "potte" => 28112, "potter1" => 19608, "poulet" => 19814, "poulette" => 23784, "pouncer" => 20640, "pounded" => 7504, "pourquoi" => 16237, "poussin" => 21886, "poutine" => 22741, "powder" => 1405, "power1" => 1684, "power123" => 5083, "power2" => 11397, "power5" => 28300, "power666" => 25483, "power7" => 19478, "power9" => 20517, "powerade" => 9428, "powerboo" => 11549, "powerhou" => 23585, "powermac" => 11550, "powerman" => 6313, "powerpc" => 10392, "powerpla" => 24447, "powerr" => 23170, "powerstr" => 23336, "powerup" => 11865, "pozitiv" => 16298, "ppppp1" => 10469, "pppppp1" => 19747, "ppppppp1" => 24936, "ppspankp" => 11511, "pqnr67w5" => 28241, "pr1ncess" => 25363, "pradeep" => 16582, "prakash" => 10274, "praline" => 28740, "prancer" => 8495, "prapor" => 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6959, blakney => 7187, blalock => 1794, blanc => 7113, blanchard => 646, blanchette => 3184, blanco => 1238, bland => 884, blanding => 5538, blaney => 7112, blank => 1807, blankenship => 540, blanks => 4215, blanton => 941, blaser => 9021, blasingame => 8696, blassingame => 9485, blatt => 9131, blaylock => 3209, bledsoe => 1433, blevins => 630, bliss => 1625, bloch => 6903, blocker => 2495, blodgett => 2861, blomquist => 7672, bloodworth => 6441, bloom => 1194, bloomer => 5454, bloomfield => 4790, bloomquist => 8598, blosser => 9245, blough => 9616, blouin => 8128, blount => 1230, blubaugh => 9878, bluhm => 7498, blum => 1793, blumberg => 8695, blume => 5043, blumenthal => 7413, blunt => 2707, boardman => 4542, boatman => 4076, boatner => 9130, boatright => 3961, boatwright => 3728, bobb => 8127, bobbitt => 3559, bober => 9729, bobo => 2372, bocanegra => 6561, bock => 2823, boddie => 5490, bode => 4326, boden => 6703, bodie => 9244, bodine => 6506, bodnar => 7111, bodner => 9129, boehm => 3519, boettcher => 4011, bogan => 2966, bogard => 7581, boger => 5585, boggess => 6396, boggs => 877, bogle => 4509, bogue => 9128, bohanan => 9127, bohannan => 8363, bohannon => 2442, bohn => 3448, bohon => 9615, bohrer => 9877, boisvert => 3657, bojorquez => 6395, boland => 3558, bolanos => 5962, bolden => 971, bolding => 5537, boldt => 7020, bolduc => 2872, bolen => 3300, boles => 1729, boley => 7760, bolick => 5584, bolin => 2297, boling => 2455, bolinger => 5918, bolling => 3812, bollinger => 2097, bollman => 8806, bolt => 3410, bolton => 817, bolyard => 7759, boman => 8362, bomar => 7852, bonanno => 8036, bonar => 8905, bond => 492, bonds => 1566, bondurant => 9126, boney => 6560, bonham => 4415, bonilla => 1074, bonin => 6069, bonneau => 9125, bonnell => 6341, bonner => 743, bonnett => 5677, bonnette => 10000, bonney => 4963, bono => 6282, bontrager => 8694, booher => 4861, booker => 554, bookman => 8126, bookout => 8241, boone => 427, boose => 9243, booth => 518, boothe => 2992, bopp => 8125, borchardt => 8472, borchers => 8471, bordelon => 3498, borden => 1701, borders => 2549, boren => 2754, borg => 5077, borges => 2913, borja => 7940, borkholder => 8597, borkowski => 6761, borland => 9876, borman => 9356, borowski => 5724, borrego => 3811, borrero => 8035, borst => 6833, borton => 8904, borum => 9728, bosch => 5346, bosley => 4139, bosse => 8903, bost => 4445, bostic => 2235, bostick => 3132, bostwick => 5076, boswell => 1132, bosworth => 4444, botelho => 7186, botello => 4384, botkin => 9124, bott => 5191, bottoms => 3632, botts => 4483, bouchard => 1576, boucher => 875, boudreau => 2170, boudreaux => 1651, bouffard => 6902, boughton => 6440, bouie => 7110, boulanger => 8361, bouldin => 5145, boulton => 9875, boulware => 8240, bounds => 3001, bourassa => 6121, bourdeau => 9999, bourdon => 8805, bourg => 6172, bourgeois => 1661, bourland => 9484, bourne => 2637, bourque => 2248, bousquet => 6068, boutin => 5345, bouton => 6340, boutte => 6120, boutwell => 4640, bova => 7851, bove => 4962, bowden => 1089, bowe => 4687, bowen => 303, bowens => 2224, bower => 1166, bowers => 421, bowes => 5312, bowie => 1941, bowker => 7019, bowles => 1198, bowlin => 2965, bowman => 226, bowser => 1713, bowyer => 6014, boyce => 901, boyd => 126, boyden => 9874, boyer => 586, boyes => 8470, boyett => 4602, boyette => 4058, boykin => 1447, boykins => 5006, boylan => 4601, boyle => 850, boyles => 1728, boynton => 3312, bozarth => 6627, bozeman => 3656, braaten => 8596, bracamonte => 9998, brace => 4639, bracey => 6224, brack => 8239, bracken => 3940, brackett => 2680, brackin => 9483, bracy => 4929, bradberry => 6339, bradburn => 9242, bradbury => 3497, braddock => 6013, braddy => 6832, braden => 1764, bradfield => 6831, bradshaw => 614, brady => 402, bragdon => 8360, bragg => 1255, braggs => 8804, brainard => 7270, braithwaite => 4600, brake => 4893, braley => 6505, bramblett => 8238, brame => 7850, bramlett => 5005, brammer => 7185, branch => 629, brandenburg => 3538, brandes => 8034, brandt => 924, branham => 2012, brann => 5004, brannan => 4298, brannen => 7849, brannon => 1799, branscum => 7758, branson => 2636, branstetter => 8902, brantley => 1129, branton => 5876, branum => 6830, brasfield => 9241, brashear => 5453, brashears => 9020, brasher => 4686, braswell => 1678, bratcher => 3116, brathwaite => 9240, bratton => 3131, braud => 5385, brauer => 6504, braun => 984, braunstein => 9997, bravo => 1483, brawley => 5823, brawner => 5190, braxton => 1700, bray => 712, brayton => 7939, brazell => 8359, brazelton => 9123, braziel => 8358, brazier => 7848, breault => 6281, breaux => 2296, breazeale => 7412, breckenridge => 5075, breeden => 2448, breedlove => 3042, breen => 2531, brehm => 4443, breland => 4192, bremer => 6119, brennan => 648, brenneman => 7109, brenner => 1993, breslin => 9122, bresnahan => 7671, bressler => 9239, breton => 5003, bretz => 7269, breuer => 9121, breunig => 4638, brewer => 229, brewington => 4267, brewster => 1167, brewton => 5630, briceno => 7757, bricker => 4728, brickey => 8357, brickhouse => 9873, bridgeman => 6394, bridgers => 8033, bridges => 441, bridgewater => 8032, bridwell => 8595, brien => 5344, briggs => 394, brigham => 4191, bright => 791, brigman => 8901, briley => 3906, brill => 3748, brim => 3905, brimmer => 7756, brindle => 9727, brink => 2398, brinker => 7018, brinkerhoff => 9482, brinkley => 2045, brinkman => 3195, brinson => 2169, brinton => 7847, briones => 3223, brisco => 7017, briscoe => 1940, briseno => 3771, brisson => 8356, brister => 5629, bristow => 4637, brito => 2570, britt => 761, brittain => 3430, britten => 9872, brittingham => 8355, britton => 1009, broach => 9871, broadbent => 7755, broaddus => 7268, broadnax => 3984, broadus => 7108, broadwater => 6280, brochu => 7580, brock => 405, brockington => 5583, brockman => 3082, brockway => 5723, brode => 9019, brodeur => 5536, brodsky => 7754, brody => 3922, brogan => 3615, brogdon => 6279, brokaw => 7267, bromley => 4075, bronson => 2096, brooker => 6171, brookins => 3921, brooks => 70, brookshire => 4057, broom => 5582, broome => 2411, broomfield => 8354, brophy => 5961, brotherton => 4482, brough => 8124, broughton => 2422, broussard => 1006, brousseau => 8594, browder => 3143, brower => 1881, brown => 5, browne => 1347, brownell => 3960, brownfield => 6439, browning => 597, brownlee => 2308, brownlow => 9870, broyles => 2569, brubaker => 2780, bruder => 9120, bruggeman => 9238, bruhn => 9614, brumbaugh => 5489, brumfield => 2568, brumley => 5002, brummett => 5042, brundage => 6170, brune => 7016, brunelle => 4789, bruner => 1607, brunet => 5420, brunette => 7670, brunner => 2038, bruns => 2679, brunson => 1274, brust => 8593, bruton => 3496, bryant => 91, bryson => 1387, bucci => 7579, buchan => 9355, buchanan => 398, bucher => 3983, buchholz => 4481, buchman => 9613, buck => 657, buckingham => 3614, buckles => 5343, buckley => 652, buckman => 4860, buckmaster => 9996, buckner => 852, budd => 4246, budde => 6829, buehler => 4827, buell => 4727, bueno => 2461, buenrostro => 8237, buettner => 7846, buffington => 2515, bufford => 8031, bugbee => 9481, bugg => 4961, buggs => 5271, buie => 4097, bulger => 8236, bullard => 1148, bullen => 8469, buller => 6559, bullington => 5311, bullins => 6438, bullis => 7578, bulloch => 9612, bullock => 532, bulluck => 9995, bulter => 6012, bumgardner => 6828, bumgarner => 3602, bumpus => 9354, bunce => 8468, bunch => 910, bundy => 1915, bunker => 3479, bunn => 2124, bunnell => 3409, buntin => 9480, bunting => 3378, bunton => 5535, buono => 9869, burbach => 9611, burbank => 4190, burch => 754, burcham => 5270, burchell => 7845, burchett => 2503, burchette => 7342, burchfield => 2929, burd => 7266, burden => 1947, burdett => 4685, burdette => 2635, burdick => 1929, burdine => 6067, burford => 4753, burg => 5917, burge => 2652, burgess => 315, burgett => 4859, burgin => 5581, burgos => 1299, burk => 2212, burke => 222, burkes => 7015, burkett => 1242, burkey => 6702, burkhalter => 5189, burkhardt => 4325, burkhart => 1712, burkhead => 9353, burkholder => 3700, burks => 801, burleigh => 6760, burleson => 2329, burley => 3000, burlingame => 6901, burman => 9868, burmeister => 5188, burnell => 5488, burnett => 450, burnette => 1446, burney => 2410, burnham => 1781, burns => 134, burnside => 2721, burr => 1529, burrell => 1107, burress => 5580, burris => 809, burroughs => 1428, burrow => 3583, burrows => 1814, burrus => 4928, burruss => 8592, burse => 8591, burson => 5144, burton => 211, burwell => 4858, busby => 1548, busch => 1740, bush => 276, bushey => 4480, bushman => 6169, bushnell => 5107, bushong => 9867, buss => 3408, bussard => 7938, busse => 5676, bussell => 4684, bussey => 3235, bustamante => 2219, bustos => 3557, butcher => 1297, butera => 9994, butler => 87, butterfield => 2196, butterworth => 6900, butts => 981, butz => 7411, buxton => 3982, buzzell => 5628, byars => 3330, bybee => 5722, byer => 8030, byerly => 6278, byers => 820, byington => 6701, byler => 4683, bynum => 1445, byram => 9237, byrd => 238, byrge => 9119, byrne => 1042, byrnes => 2669, byrum => 5269, caballero => 1830, caban => 3904, cabe => 7669, cabral => 2110, cabrales => 8353, cabrera => 697, caceres => 6626, caddell => 6503, cade => 2691, cadena => 4541, cadwell => 7844, cady => 2769, caffey => 7107, cagle => 1883, cahill => 1404, cahoon => 5627, cain => 433, caine => 7341, caines => 7577, cairns => 5187, calabrese => 3790, calabro => 7937, calahan => 8803, calder => 5001, caldera => 5186, calderon => 751, caldwell => 246, calfee => 8590, calhoon => 9610, calhoun => 520, calkins => 2720, callaghan => 3862, callahan => 545, callan => 6700, callaway => 2031, callen => 5452, callender => 3367, callihan => 7410, callis => 4383, callison => 6625, calloway => 1374, calton => 7184, calvert => 1466, calvillo => 5534, calvo => 6277, calzada => 7106, camacho => 623, camara => 4056, camarena => 6899, camargo => 8467, camarillo => 3407, cambell => 3699, camire => 8352, cammack => 8589, campa => 9018, campagna => 7265, campbell => 44, campion => 7409, campo => 7576, campos => 543, campuzano => 8123, canaday => 7936, canady => 3366, canale => 8900, canales => 1872, canas => 9017, canchola => 9866, candelario => 6624, candler => 7843, canfield => 2388, cann => 6827, cannady => 5143, canning => 7183, cannon => 340, cano => 1222, cansler => 9118, cantara => 7575, canter => 4350, cantin => 9479, cantor => 5875, cantrell => 748, cantu => 684, cantwell => 3556, canty => 2608, capel => 8588, capers => 4726, caples => 9478, caplinger => 9117, capps => 1237, capuano => 7935, caputo => 4266, caraballo => 2607, caraway => 4010, carbajal => 3655, carballo => 9726, carbaugh => 5451, carbone => 2201, carden => 2978, cardenas => 679, carder => 3601, cardin => 6558, cardinale => 7753, cardona => 1699, cardone => 9477, cardoso => 7752, cardoza => 3263, cardwell => 1779, cargile => 8587, cargill => 4857, carignan => 9865, carillo => 5916, carino => 9864, carle => 9725, carleton => 6393, carlile => 6276, carlin => 2586, carlisle => 1179, carlock => 8235, carlsen => 7105, carlson => 231, carlucci => 8693, carlyle => 5960, carmack => 4096, carmichael => 1193, carmody => 5342, carmona => 1746, carnahan => 2753, carnell => 8692, carner => 6898, carnes => 1898, carney => 824, caro => 3311, caron => 1516, carothers => 4508, carpenter => 178, carpentier => 9016, carper => 4214, carpio => 8029, carr => 191, carranza => 2186, carrasco => 1703, carrasquillo => 4507, carraway => 4752, carreiro => 8802, carrell => 4245, carreno => 7497, carreon => 4599, carreras => 8691, carrero => 5341, carrick => 9863, carrico => 3839, carrier => 1633, carrigan => 4414, carrillo => 590, carrington => 1903, carrion => 3377, carrizales => 8122, carroll => 166, carron => 8899, carruth => 5959, carruthers => 5310, carson => 420, carstens => 9862, carswell => 3698, cartagena => 5626, carter => 38, cartier => 8586, cartwright => 1055, carty => 4265, caruso => 2076, caruthers => 4442, carvajal => 6223, carvalho => 3208, carver => 711, carwile => 9236, casady => 9861, casares => 5384, casarez => 4382, casas => 3051, casavant => 8585, cascio => 7934, cash => 816, cashion => 9116, cashman => 4540, casiano => 5958, casias => 7496, casillas => 2204, caskey => 3537, cason => 2082, cass => 3280, cassady => 5268, cassel => 8351, cassell => 3939, cassidy => 1263, cassity => 7408, castaneda => 798, castano => 8028, castanon => 7014, casteel => 2871, castellano => 3600, castellanos => 1999, castelli => 8690, castello => 8466, castellon => 8689, castillo => 193, castleberry => 2964, castleman => 6623, casto => 4960, caston => 6699, castor => 4959, castorena => 8465, castrejon => 9609, castro => 256, caswell => 2890, catalan => 7182, catalano => 3518, cataldo => 9015, catchings => 8234, cate => 4138, cater => 6698, cates => 1213, cathcart => 5309, catlett => 4095, catlin => 6826, cato => 2690, caton => 4788, catron => 3495, caudell => 7574, caudill => 1254, caudillo => 9993, caudle => 3365, cauley => 7573, caulfield => 7104, causey => 2179, cauthen => 6338, cavallo => 8688, cavanaugh => 2065, cavazos => 1774, cavender => 6275, caver => 9115, cavin => 8121, caviness => 6697, cawley => 6222, cawthon => 7495, caylor => 7494, cazares => 4163, ceballos => 4563, cedeno => 5142, cedillo => 5340, ceja => 4137, celaya => 9114, celis => 9235, centeno => 3364, cepeda => 4264, cerda => 2483, cerna => 8801, cervantes => 698, cervantez => 5721, chabot => 6696, chacon => 1599, chadwell => 7013, chaffee => 5915, chaffin => 2768, chaffins => 9234, chafin => 4682, chaidez => 9608, chaisson => 4636, chalfant => 8350, chalmers => 3194, chamberlain => 940, chamberland => 9352, chamberlin => 2779, chambers => 262, chamblee => 5625, chambless => 6118, chambliss => 3882, chamness => 6825, champlin => 5339, chan => 665, chancey => 5874, chandler => 293, chaney => 768, chang => 600, chapa => 2254, chaparro => 8027, chapin => 2792, chaplin => 4244, chapman => 195, chappel => 9233, chappell => 1046, chapple => 8026, chaput => 8800, charbonneau => 7340, charest => 8025, charette => 5267, charland => 8464, charpentier => 9476, charron => 4635, chartier => 5914, chase => 452, chasse => 4787, chastain => 1914, chasteen => 6274, chatfield => 8898, chatham => 6437, chatman => 1402, chauvin => 6436, chavarria => 2397, chavers => 8463, chaves => 3881, chavez => 182, chavira => 8233, chavis => 1897, cheatham => 2218, chee => 5675, cheek => 1759, cheever => 9113, chen => 631, chenault => 4958, cheney => 1962, cheng => 2064, chenoweth => 5338, chesley => 8687, chesney => 8897, chesnut => 9860, chesser => 3631, chesson => 7572, chestnut => 2247, cheung => 3099, chevalier => 4892, chew => 3959, chewning => 8232, chiang => 7264, chiasson => 9724, chidester => 7571, childers => 915, childress => 914, childs => 888, chiles => 4725, chilson => 8896, chilton => 3329, chin => 1465, chinn => 4094, chipman => 5337, chisholm => 2328, chism => 3536, chisolm => 2845, chitwood => 4009, chiu => 4093, chivers => 9992, choate => 2262, choe => 5074, choi => 1281, choquette => 9607, chouinard => 6824, chow => 2460, chrisman => 4349, christensen => 391, christenson => 2307, christiansen => 1559, christianson => 2651, christman => 3115, christner => 7842, christofferso => 8895, christopherso => 4786, chronister => 7407, chumley => 6759, chunn => 8799, churchill => 2295, churchwell => 6695, cifuentes => 9232, cimino => 6502, cintron => 2352, cioffi => 7668, cirillo => 9991, cisco => 5073, cisneros => 1062, claar => 5957, clack => 7493, claiborne => 7103, clanton => 3068, clapp => 3067, clapper => 4957, clardy => 7667, clark => 20, clarke => 429, clarkson => 2752, clary => 2285, clausen => 4031, claussen => 7492, clawson => 3098, claxton => 6011, clayborn => 8894, claycomb => 6557, claypool => 5220, claypoole => 6694, claytor => 7263, cleary => 2081, cleaver => 5956, cleaves => 8024, cleek => 9475, clegg => 3697, cleghorn => 6273, cleland => 8349, clem => 3142, clemens => 2494, clements => 797, clemmer => 5487, clemmons => 3050, clemons => 784, clevenger => 2044, click => 3599, clift => 5106, cline => 523, clinkscales => 8231, cloninger => 7262, clontz => 9231, clopton => 9606, cloud => 1928, clough => 2870, clouse => 4117, clouser => 9230, cloutier => 1998, clow => 7491, clower => 7490, clowers => 8462, cloyd => 7102, cluck => 9351, cluff => 7933, clukey => 9990, clyburn => 5822, clymer => 8461, coakley => 4724, coan => 8230, coates => 1171, coats => 1773, cobb => 364, cobbs => 2844, coble => 2869, cobos => 5720, coburn => 1970, cochran => 451, cochrane => 3429, cockerham => 5624, cockrell => 2434, coddington => 8798, coelho => 8120, coen => 7339, cofer => 4826, coffelt => 7570, coffey => 738, coffield => 9474, coffin => 2668, coffman => 1016, cofield => 4413, cogan => 8119, cogburn => 9605, coggins => 3981, cogswell => 7666, cohan => 9014, cohen => 331, cohn => 3049, coil => 8023, coker => 1122, colangelo => 7101, colbert => 1109, colburn => 2454, coldiron => 8348, cole => 103, colella => 6117, coleman => 78, coles => 1780, coley => 1606, colgan => 8686, collado => 3770, collard => 6272, collazo => 2234, collett => 4074, colletti => 7261, colley => 2963, collier => 437, collings => 8460, collins => 48, collinsworth => 7100, collis => 9604, collum => 7489, colman => 6271, colombo => 6556, colon => 380, colquitt => 6555, colson => 2889, colston => 4243, colter => 6010, colucci => 5486, colunga => 4723, colvin => 1259, colwell => 3114, colyer => 9350, combs => 479, comeau => 5041, comeaux => 4008, comer => 1628, compton => 780, comstock => 2585, conant => 5579, conard => 9229, conaway => 3494, conde => 5185, conder => 8797, condon => 2559, cone => 2738, coney => 4598, confer => 7488, congdon => 6897, conger => 3727, conklin => 1161, conley => 448, conlin => 6554, conlon => 4722, conn => 1336, connally => 7932, connell => 1532, connelly => 1410, conner => 358, conners => 3726, connolly => 1138, connors => 1565, conover => 3041, conroy => 1854, constantine => 5955, constantino => 6553, conte => 3838, conti => 2860, contreras => 495, converse => 5184, conway => 572, conwell => 6116, conyers => 3244, cook => 54, cooke => 857, cooks => 2888, cooksey => 3837, cookson => 8022, cooley => 741, coolidge => 8347, coombs => 3130, coomer => 6009, coomes => 9603, coon => 1493, cooney => 2421, coonrod => 8796, coons => 3613, cooper => 60, coots => 9349, cope => 1290, copeland => 400, copenhaver => 7099, copley => 3097, coppage => 7665, copple => 9602, coppock => 9348, coppola => 3810, corbett => 956, corbin => 1044, corbitt => 3675, corby => 9723, corcoran => 1645, cordeiro => 5183, corder => 4681, cordero => 1296, cordes => 5419, cordle => 8685, cordoba => 7931, cordova => 946, coria => 9013, corley => 1335, cormier => 1245, cornejo => 4055, cornelison => 6823, cornett => 1219, cornish => 2306, cornwell => 2268, coronado => 1676, coronel => 7338, corpuz 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=> 6001, fogg => 3978, fogle => 2420, foley => 604, folger => 9332, follett => 7830, folmar => 9845, folse => 3296, folsom => 2567, foltz => 3901, fong => 2941, fonseca => 2557, fontaine => 2074, fontana => 5909, fontanez => 8329, fontenot => 995, fontes => 7088, foote => 1664, foran => 8569, forbes => 844, forbis => 7922, forcier => 8568, ford => 97, forde => 4632, fordham => 5035, fordyce => 9331, fore => 5415, forehand => 7645, foreman => 837, forester => 6216, foret => 3651, forman => 2222, forney => 3478, forsberg => 6328, forster => 3860, forsyth => 2951, forsythe => 2349, forte => 2409, fortenberry => 3376, fortier => 2274, fortin => 2446, fortner => 2166, fortney => 4186, fortson => 6615, fortunato => 7328, foshee => 8663, foss => 2011, foster => 89, foti => 8219, foulk => 8783, fountain => 1189, fournier => 1441, foust => 2145, fouts => 5137, fowler => 228, fowlkes => 4115, fox => 175, foxworth => 6499, frady => 8218, fraga => 6215, fraire => 9454, fraizer => 8662, frakes => 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garey => 8659, garibay => 4380, garica => 6055, garlock => 8658, garman => 4592, garmon => 3446, garner => 319, garnes => 9211, garnica => 9579, garofalo => 7920, garrard => 8006, garren => 8657, garretson => 6265, garrett => 217, garrick => 5528, garrido => 5034, garris => 3242, garrison => 507, garrity => 4379, garrow => 8328, gartman => 9578, gartner => 5572, garton => 7827, garver => 6264, garvey => 2926, garvin => 2010, garza => 209, gasaway => 8445, gaskill => 5176, gaskin => 3277, gaskins => 1968, gaspar => 5099, gaspard => 6814, gasper => 7732, gass => 3673, gassaway => 8005, gast => 7644, gastelum => 6813, gates => 455, gatewood => 3512, gathers => 8996, gatlin => 2029, gatling => 5663, gattis => 6812, gatto => 6263, gaudet => 6160, gaudette => 6498, gaudreau => 8215, gaughan => 8214, gaul => 6325, gault => 4007, gause => 4631, gauthier => 1762, gautreaux => 9973, gauvin => 8327, gay => 674, gayden => 8326, gaylor => 4591, gaynor => 4320, gaytan => 4184, gayton => 6811, gearhart => 4050, geary => 2267, gebhardt => 6952, gebhart => 6497, geddes => 7643, geer => 3722, gehring => 6614, gehrke => 6496, geier => 7642, geiger => 1590, geis => 7473, geise => 9450, geisler => 4675, geissler => 8880, geist => 5477, gelinas => 8444, geller => 4674, gendron => 5033, genovese => 5527, gentile => 2440, gentry => 589, geraci => 8995, gerber => 2100, gerdes => 5135, gerena => 8443, gerhardt => 5950, gerhart => 7641, gerken => 9712, gerlach => 4673, germain => 4406, gerner => 9841, gerth => 9840, gertz => 9972, gervais => 5134, getchell => 9577, geter => 6262, getty => 7560, getz => 3582, geyer => 4533, gholston => 7731, giannini => 9576, giardina => 9711, gibb => 8325, gibbons => 986, gibbs => 373, gibson => 110, giddens => 4558, giddings => 6159, giese => 4672, giffin => 7173, gifford => 1557, giglio => 6613, giguere => 7086, gilbertson => 3977, gilbreath => 3953, gilchrist => 2052, gilder => 8656, gile => 8442, giles => 638, gilkey => 6107, gill => 381, gillam => 5949, gillard => 4590, gilleland => 9103, gillen => 3039, gillenwater => 7172, gillespie => 686, gillett => 6684, gillette => 2246, gilley => 2386, gilliam => 845, gilliard => 5765, gillies => 8324, gilligan => 4854, gilliland => 2143, gillis => 1418, gillispie => 6000, gillman => 5571, gillum => 4156, gilman => 2132, gilmer => 3900, gilmore => 475, gilpin => 4319, gilreath => 5860, gilroy => 7171, gilson => 3535, gilstrap => 6495, ginder => 8108, gingerich => 7002, gingras => 8323, gingrich => 7472, ginn => 3016, ginsberg => 5999, ginsburg => 9839, ginter => 7559, giordano => 2364, gipson => 1258, girard => 1961, giron => 3721, girouard => 8778, giroux => 3766, gish => 4671, gist => 3015, gittens => 6750, givens => 1117, gladden => 3014, gladney => 3534, gladstone => 7919, glantz => 9710, glasco => 8655, glaser => 3079, glasper => 7247, glaspie => 9449, glass => 564, glasscock => 6683, glasser => 6810, glassman => 6951, glaze => 3835, glazer => 8107, glazier => 8441, gleason => 1243, glick => 4949, glidden => 5334, glidewell => 6547, glisson => 5907, glover => 329, gluck => 7170, glynn => 3029, goad => 2910, gober => 5764, goble => 3013, godbey => 8322, goddard => 1527, godfrey => 943, godin => 6427, godinez => 3935, godoy => 4884, godsey => 4347, godwin => 1160, goebel => 3596, goetz => 1987, goff => 815, goforth => 2705, goggin => 8879, goguen => 9102, goines => 6749, goings => 4921, goins => 1028, gokey => 9324, goldberg => 1027, goldenberg => 9101, goldfarb => 8213, golding => 4131, goldman => 1386, goldsberry => 5859, goldsmith => 1666, goldstein => 997, goldston => 9323, golightly => 8777, gomes => 1424, gomez => 115, gonsalez => 7001, gonsalves => 3742, gonzales => 90, gonzalez => 36, gooch => 2158, goodale => 5814, goodall => 5476, goode => 1156, goodell => 4821, gooden => 2115, goodin => 3899, gooding => 3934, goodlett => 9322, goodloe => 7730, goodman => 351, goodner => 9838, goodrich => 1481, goodrum => 7640, goodsell => 8004, goodson => 1663, goodwin => 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grantham => 2051, grasso => 4920, gratton => 9969, grau => 8321, gravely => 6388, graver => 9098, graves => 250, gravitt => 7246, gravois => 7085, gray => 67, graybill => 5302, grayer => 9572, grays => 7396, grayson => 1357, graziano => 5031, greathouse => 3788, greaves => 5414, greco => 2109, greear => 9835, greeley => 6158, green => 33, greenawalt => 9320, greenberg => 1605, greene => 180, greenfield => 2408, greenhaw => 8562, greenhill => 9968, greening => 8106, greenlaw => 8320, greenleaf => 4948, greenspan => 9097, greenstein => 9834, greenwald => 5214, greenway => 6746, greenwell => 5098, greenwood => 1077, greer => 383, greeson => 7729, greggs => 9571, gregoire => 4291, greig => 7638, greiner => 3326, grenier => 2716, gresham => 2230, gribble => 6387, grice => 2988, grider => 4029, grieco => 6950, griego => 4779, grier => 1688, griffen => 4630, griffie => 9967, griffin => 93, griffis => 3140, griffith => 308, griffiths => 2371, grigg => 4919, griggs => 922, grigsby => 2108, grijalva => 5301, grillo => 6261, grim => 4589, grimaldi => 7826, grimaldo => 7167, grimes => 494, grimm => 1272, grimmett => 5175, grimsley => 4993, grindle => 7918, grindstaff => 9709, griner => 7917, grinnell => 9096, grisby => 8438, grisham => 3028, grissett => 9319, grissom => 2148, griswold => 3346, grizzle => 5570, groce => 3672, groff => 4114, grogan => 2370, groh => 8002, grondin => 9318, grooms => 2885, groover => 9095, grose => 5569, gross => 374, grossman => 1761, grosso => 7245, grote => 8652, groth => 5333, grove => 1271, groves => 1054, grubb => 1813, grubbs => 1309, grube => 6260, gruber => 2314, grullon => 9570, grundy => 6106, guajardo => 2284, guardado => 5811, guarino => 5300, guay => 4210, gudino => 9833, guenther => 2987, guerin => 3648, guerra => 548, guerrero => 370, guertin => 5661, guevara => 1631, guffey => 3205, guice => 9569, guido => 4130, guidry => 1333, guilford => 7825, guillen => 2289, guillory => 1687, guillot => 6883, guimond => 7084, guinn => 1864, 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hage => 6808, hagedorn => 9831, hageman => 6612, hagen => 1327, hager => 1326, hagerman => 5413, hagerty => 6744, haggard => 2884, haggerty => 2765, haggins => 8991, hagler => 5377, hagood => 6949, hague => 5526, hagy => 8000, hahn => 800, haider => 9316, haigh => 6948, haight => 3241, haigler => 9707, haile => 5857, haines => 1039, haire => 5998, hairston => 1186, haith => 7727, hake => 6258, halbert => 4345, halcomb => 3295, hale => 268, hales => 3445, halford => 6807, hall => 25, hallam => 9209, halle => 7637, hallenbeck => 9447, haller => 3581, hallett => 4588, halliburton => 7244, halliday => 6323, halligan => 9830, hallman => 3294, hallmark => 6156, hallock => 4438, halloran => 5906, halloway => 9446, hallowell => 7000, halpern => 6322, halpin => 6054, halsey => 3741, halstead => 3580, halter => 5997, halterman => 8650, halverson => 3344, halvorsen => 7916, halvorson => 4437, hamann => 5948, hamblin => 2574, hambrick => 4238, hamby => 1727, hamel => 2500, hamer => 3012, hames => 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8103, hardt => 9093, hardwick => 2704, hardy => 282, hare => 1582, hargett => 4209, hargis => 3038, hargrave => 4006, hargrove => 1127, harjo => 9567, harker => 5260, harkey => 7166, harkins => 2261, harkless => 9706, harkness => 5259, harless => 4128, harlow => 2514, harman => 1787, harmon => 332, harms => 2059, harner => 8208, harness => 2821, harney => 4501, harnish => 9827, haro => 4067, harp => 1960, harper => 174, harr => 3875, harrel => 9092, harrell => 525, harrelson => 4237, harrigan => 4668, harrill => 9091, harriman => 4290, harrington => 426, harris => 14, harrison => 109, harrod => 5030, harrold => 7471, harshman => 9315, hart => 169, harte => 9445, harter => 3011, hartfield => 5524, hartford => 4916, hartigan => 9965, hartle => 5710, hartley => 863, hartman => 513, hartmann => 3390, hartnett => 4089, hartsell => 6386, hartsfield => 5615, hartshorn => 7557, hartsock => 6806, hartung => 5660, hartwell => 3693, hartwig => 4992, harty => 7636, hartz => 7391, hartzell => 4262, hartzler => 9826, hartzog => 7165, harvell => 5474, harvey => 210, harville => 6947, harvin => 7915, harwell => 3533, harwood => 3262, hash => 5709, hashimoto => 6881, haskell => 2632, haskin => 8775, haskins => 1304, haslam => 9205, hass => 3325, hassell => 3293, hassett => 8207, hassler => 7635, hasson => 5995, hastings => 961, hasty => 5132, hatch => 1098, hatcher => 908, hatchett => 3324, hatfield => 634, hathaway => 1223, hathcock => 6426, hathorn => 8561, hatley => 3628, hatmaker => 9444, hatten => 5376, hatter => 7164, hatton => 2095, hauck => 4820, haug => 5762, hauge => 9964, haugen => 3192, haugh => 7325, haught => 7163, haun => 4852, haupt => 5174, hauser => 2251, hausman => 9090, havard => 6946, havens => 2283, haviland => 7556, hawes => 2529, hawk => 1594, hawkes => 5523, hawkins => 150, hawkinson => 7822, hawks => 2202, hawley => 1745, hawn => 7390, haworth => 4236, haws => 5761, hawthorne => 1726, hayashi => 6880, hayden => 735, haydon => 7162, hayes => 95, haygood => 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legette => 9805, legg => 3111, leggett => 1933, legrand => 4527, lehman => 1011, lehmann => 2905, lehr => 5441, leibowitz => 6378, leighton => 3291, leija => 5703, leiker => 8302, leininger => 7234, leister => 7456, leitch => 9078, leite => 9687, leith => 8428, leitner => 9552, leiva => 6482, lejeune => 5406, lemaire => 9804, lemaster => 3549, lemay => 2713, lemieux => 2417, lemire => 5405, lemke => 3421, lemley => 5898, lemmon => 3486, lemmons => 5985, lemoine => 4586, lemon => 1686, lemons => 1783, lemos => 5755, lemus => 2596, lenhart => 6602, lenihan => 9305, lennox => 6147, lenoir => 5252, lent => 5610, lentz => 1812, lenz => 2841, leong => 5404, leonhardt => 8866, leos => 6989, lepage => 6046, lepore => 7384, leppert => 8975, lerch => 7987, lerma => 3189, lerner => 3576, leroux => 9803, lesher => 6539, lesko => 6871, lesperance => 8760, lessard => 3575, letendre => 6740, letourneau => 4465, letson => 9421, lett => 4909, leung => 2958, levan => 8545, levasseur => 4662, leveille => 8427, leverett => 4776, levesque => 2094, levin => 1932, levine => 819, levinson => 5403, levitt => 6045, levy => 758, lewallen => 8091, lewandowski => 2676, lewellen => 7383, lewin => 5563, lewis => 22, leyba => 7070, leyva => 2058, lheureux => 4848, liberatore => 9194, licata => 8865, licon => 9802, liddell => 3890, liddle => 8544, lieb => 6870, lieberman => 3871, liggett => 6316, liggins => 5023, lightfoot => 2818, lightner => 3819, ligon => 3218, likens => 9801, liles => 1981, lillard => 5852, lilley => 2855, lima => 2748, limon => 3177, linares => 3127, lind => 1724, lindahl => 8188, lindberg => 2922, linde => 9800, lindell => 6869, lindeman => 5515, lindemann => 8974, linden => 5470, linder => 2072, linderman => 8426, lindgren => 3786, lindholm => 7069, lindley => 2527, lindner => 4706, lindo => 8425, lindquist => 2439, lindsley => 8543, lindstrom => 3764, lineberry => 6315, linehan => 9551, lingenfelter => 8090, lingerfelt => 7311, lingle => 6868, lingo => 7714, link => 1345, linker => 5941, linkous => 3400, linn => 1910, linton => 2114, linville => 3668, lipinski => 8973, lippert => 5088, lippincott => 9686, lipps => 8301, lipscomb => 1828, lipsey => 6420, liptak => 9077, lira => 2787, lirette => 8759, liriano => 9420, lister => 3388, liston => 6739, litchfield => 6044, litten => 9947, litteral => 9685, littlefield => 1909, littlejohn => 1870, littles => 8187, littleton => 2564, litton => 5440, littrell => 5402, lively => 2369, livengood => 6248, livermore => 9550, livesay => 6938, livingston => 626, lizarraga => 8089, lizotte => 5609, llamas => 5167, llanes => 7382, llanos => 9549, llewellyn => 4369, lockard => 4498, locke => 1038, lockett => 1392, lockhart => 921, locklear => 2472, lockman => 7713, lockridge => 6419, lockwood => 1314, loeb => 8424, loeffler => 5401, loehr => 7712, loera => 3610, loesch => 7805, lofgren => 8758, loftin => 3548, loftis => 2712, lofton => 1772, loftus => 4111, logan => 407, loggins => 5251, logsdon => 2521, logue => 3574, lohman => 6098, lohr => 4229, loiselle => 9304, lollar => 7626, lollis => 8186, lomas => 5608, lomax => 2416, lombard => 3547, lombardi => 2313, lombardo => 1966, lomeli => 4622, lonergan => 8185, loney => 6669, long => 82, longley => 7150, longmire => 7804, longo => 3037, longoria => 1491, longstreet => 9303, loomis => 1675, looney => 1523, looper => 6798, loos => 5940, loper => 3511, lopes => 1905, lopez => 31, lopresti => 9419, lorenz => 2057, lorenzen => 8184, loring => 9302, losey => 9946, lott => 750, lotz => 8542, loucks => 4368, loudermilk => 6314, lough => 6797, loughlin => 8541, loughran => 9301, lounsbury => 9193, louque => 7455, louviere => 8972, lovato => 4317, loveday => 8757, lovejoy => 3126, lovelace => 2216, lovelady => 5851, loveland => 5166, loveless => 3125, lovell => 1096, lovett => 1389, lovette => 9300, lovins => 8540, lowder => 5939, lowe => 247, lowery => 576, lowman => 3763, lowrance => 8183, lowrey => 5514, lowrie => 8971, lowry => 1091, lowther => 6481, loya => 3870, lozada => 4585, lozano => 893, lozier => 7310, lozoya => 7803, lubin => 7546, lucas => 259, luce => 2646, lucero => 869, lucey => 9684, lucier => 6204, luckett => 2921, luckey => 5439, ludlow => 8423, ludwick => 6668, ludwig => 1677, lueck => 7545, luedtke => 9192, luevano => 5062, lugo => 934, lujan => 1572, lukas => 8539, lukens => 7233, luker => 4259, lukes => 9418, lumley => 8970, lumpkin => 2333, lumpkins => 8756, luna => 438, lund => 1141, lundberg => 3456, lunde => 8422, lundgren => 4046, lundin => 8864, lundquist => 5022, lundy => 1464, lunn => 4228, lunsford => 1665, lunt => 7232, luong => 4002, luper => 8639, lupo => 5165, lusby => 9799, lusk => 1501, lussier => 4989, luster => 3025, lutes => 6667, luttrell => 3124, lutz => 930, lydon => 7068, lykins => 5250, lyles => 1381, lynch => 216, lyon => 959, lyons => 296, lytle => 2080, maas => 3609, mabe => 3074, mabrey => 8638, mabry => 1879, macaluso => 6937, macarthur => 5562, macdonald => 713, macdougall => 6043, mace => 2415, macedo => 6538, macfarlane => 6796, macgregor => 5127, mach => 5400, machado => 1923, machuca => 6936, macias => 808, maciel => 5021, mack => 321, mackay => 3355, mackey => 909, mackie => 3627, mackin => 9299, mackinnon => 7454, macklin => 3164, maclean => 3530, macleod => 4026, maclin => 9683, macmillan => 4178, macneil => 7453, macomber => 5438, macon => 2520, macpherson => 4126, madden => 812, maddock => 9945, maddox => 654, maddux => 4497, maddy => 8863, mader => 5702, madera => 4001, madewell => 7231, madigan => 4154, madore => 5802, madrid => 1499, madrigal => 2152, madsen => 1709, madson => 7452, maeda => 8421, maes => 3510, maestas => 2809, magallanes => 7381, magallon => 9298, magana => 1974, magdaleno => 7711, magee => 939, mager => 9417, magers => 9548, maggard => 3932, maggio => 4705, magill => 5164, magner => 9682, magness => 6867, magnuson => 3855, magoon => 8862, magruder => 6097, maguire => 2015, mahaffey => 3785, mahan => 2123, mahaney => 9681, mahar => 9944, maher => 1508, mahler => 4704, mahon => 2113, mahone => 5754, mahoney => 918, mahurin => 8637, maier => 2541, maillet => 9680, mailloux => 8969, maines => 7544, mair => 8300, maisonet => 8968, majewski => 7230, majors => 2490, maki => 3626, makowski => 7229, malave => 4942, maldonado => 352, malek => 6988, maley => 6738, malick => 9943, malin => 9297, malinowski => 5126, mallett => 4584, mallette => 6795, malley => 3573, mallon => 6866, malloy => 1698, malone => 361, maloney => 972, malott => 8967, maloy => 6096, manahan => 8966, mancilla => 8538, mancini => 3387, mancuso => 2747, mandel => 4282, mandell => 8965, mandeville => 8420, maness => 3474, maney => 9416, manfredi => 9191, mangan => 6666, mangold => 9942, mangrum => 4496, mangum => 2583, manigault => 9415, manion => 6042, manis => 6794, manke => 8636, manley => 988, mann => 320, manning => 330, mannino => 5291, manns => 3592, manos => 8299, manriquez => 8298, mansell => 7380, mansfield => 1331, manske => 9798, mansour => 5701, mantooth => 7451, manus => 8182, manzanares => 6480, manzano => 4988, manzi => 9941, manzo => 3784, mapes => 4775, maples => 2362, mapp => 5205, marable => 6146, marasco => 8297, marble => 3783, marcano => 5753, marceau => 8419, marchan => 9797, marchand => 3803, marchant => 5061, marchese => 5290, marchetti => 6479, marciano => 8181, marcotte => 3529, marcoux => 7450, marcum => 1276, marden => 8088, mardis => 7543, marek => 5801, mares => 2595, marez => 8635, margolis => 9296, mariani => 8418, marin => 1253, marinelli => 6737, mariscal => 7309, markel => 7542, markey => 6418, markham => 2151, markle => 5204, markley => 3802, markowitz => 6793, marks => 567, marlar => 9295, marler => 3950, marlow => 2150, marlowe => 3339, maroney => 6935, marotta => 7228, marquardt => 4153, marques => 8296, marquez => 449, marr => 2734, marra => 4177, marrero => 1152, marriott => 6145, marron => 8087, marroquin => 2733, marrs => 4495, marrufo => 6601, marsden => 8634, marsh => 409, marshall => 113, marshburn => 9679, marston => 5020, marte => 7067, martel => 2229, martell => 2563, martens => 3073, martin => 15, martindale => 3123, martineau => 5800, martinelli => 6665, martines => 5897, martinez => 18, martino => 2136, martins => 3420, martinson => 3918, martz => 3273, marx => 2452, mascarenas => 6377, mashburn => 4987, mason => 127, massa => 4878, massaro => 8755, masse => 6664, massenburg => 9294, massengale => 6537, massengill => 9190, massey => 418, massie => 2630, masson => 8861, mast => 3801, masters => 1415, masterson => 2629, mastin => 5799, mata => 1020, matheny => 2897, mather => 4877, matherly => 5752, matherne => 4774, mathers => 5399, mathes => 4400, matheson => 3762, mathews => 486, mathewson => 6313, mathias => 3608, mathieu => 6247, mathis => 430, mathison => 4526, matias => 4086, matlock => 1900, matney => 3689, matos => 1547, matson => 1862, matsumoto => 8086, matta => 5369, matte => 7902, mattern => 6663, matteson => 3740, matthes => 9293, matthews => 160, mattingly => 1959, mattis => 9189, mattison => 2882, mattos => 3718, mattox => 2259, mattson => 1757, matus => 9547, matz => 6095, mauck => 9678, mauk => 8417, mauldin => 2131, mauney => 6600, maupin => 3290, maurer => 1490, maus => 6662, maxey => 2663, maxfield => 3917, maxon => 8180, maxson => 6736, mayberry => 1604, mayer => 773, mayers => 3642, mayes => 977, mayfield => 864, mayhew => 3259, mayle => 5398, maynard => 574, mayne => 7901, maynor => 6865, mayo => 733, mayorga => 5798, mays => 663, maze => 4433, mazur => 4773, mazurek => 8537, mazza => 3854, mazzola => 7379, mazzone => 8964, mcabee => 4772, mcadams => 2324, mcadoo => 5797, mcafee => 2617, mcaleer => 8963, mcalister => 2346, mcallister => 933, mcalpin => 6312, mcalpine => 5850, mcanally => 5896, mcandrew => 7149, mcardle => 5561, mcarthur => 2426, mcatee => 5938, mcauley => 6094, mcauliffe => 7066, mcavoy => 5796, mcbee => 3156, mcbeth => 8633, mcbrayer => 7625, mcbride => 389, mcbroom => 4771, mcbryde => 7710, mcburney => 7308, mccabe => 1022, mccafferty => 4770, mccaffrey => 3272, mccain => 1173, mccaleb => 6735, mccall => 588, mccalla => 6792, mccallister => 3528, mccallum => 3060, mccammon => 8179, mccandless => 5163, mccann => 928, mccants => 3916, mccardle => 9076, mccarley => 6734, mccarroll => 8860, mccarron => 7986, mccarter => 2332, mccarthy => 369, mccartney => 2208, mccarty => 739, mccarver => 7148, mccary => 6246, mccaskill => 3527, mccaslin => 5560, mccauley => 1207, mccay => 8416, mcchesney => 6311, mcclain => 487, mcclanahan => 2854, mcclary => 3949, mcclean => 6376, mccleary => 3931, mcclellan => 1095, mcclelland => 1809, mcclendon => 1149, mcclintock => 2949, mcclinton => 3948, mccloskey => 3122, mccloud => 1671, mccluney => 9188, mcclung => 2683, mcclure => 571, mcclurg => 5700, mccluskey => 5060, mccollough => 6478, mccollum => 1265, mccomas => 5849, mccomb => 6536, mccombs => 2513, mcconnell => 633, mccool => 3240, mccord => 1174, mccorkle => 2817, mccormack => 2019, mccormick => 403, mccourt => 6477, mccowan => 6144, mccown => 4341, mccoy => 203, mccracken => 1473, mccrae => 7900, mccraney => 9546, mccrary => 2106, mccraw => 5289, mccray => 811, mccrea => 4316, mccready => 6599, mccreary => 3258, mccree => 8962, mccrimmon => 9940, mccrory => 4204, mccubbin => 7985, mccue => 3217, mccullar => 8961, mccullen => 9677, mcculley => 4281, mcculloch => 2816, mccullough => 645, mccullum => 7541, mccully => 6535, mccune => 3338, mccurdy => 2280, mccurley => 9796, mccurry => 4000, mccusker => 7802, mccutchen => 5795, mccutcheon => 3155, mcdade => 3800, mcdaniel => 274, mcdaniels => 3176, mcdavid => 5288, mcdermott => 1032, mcdevitt => 4583, mcdonald => 111, mcdonnell => 2572, mcdonough => 1344, mcdougal => 3239, mcdougald => 7307, mcdougall => 3930, mcdougle => 8754, mcdowell => 549, mcduffie => 2258, mceachern => 5699, mcelhaney => 4525, mcelrath => 7449, mcelroy => 1052, mcelveen => 8632, mcelyea => 8753, mcentee => 8960, mcentire => 7065, mcevoy => 4553, mcewen => 3307, mcfadden => 818, mcfall => 3091, mcfalls => 9545, mcfarland => 709, mcfarlane => 2603, mcfarlin => 6093, mcgaha => 6534, mcgann => 6598, mcgarry => 5162, mcgarvey => 9544, mcgary => 6476, mcgaughey => 9795, mcgee => 324, mcgehee => 3667, mcghee => 970, mcgill => 1057, mcginley => 5059, mcginn => 4315, mcginnis => 952, mcginty => 4552, mcglone => 8178, mcglothlin => 5469, mcglynn => 6143, mcgough => 4176, mcgovern => 2393, mcgowan => 782, mcgowen => 8295, mcgrady => 9794, mcgrane => 9939, mcgrath => 962, mcgraw => 1235, mcgregor => 1944, mcgrew => 2948, mcgriff => 3929, mcgruder => 7227, mcguigan => 7624, mcguinness => 5751, mcguire => 440, mchale => 4908, mchenry => 2489, mchone => 8859, mchugh => 1878, mcilwain => 6533, mcinerney => 7623, mcinnis => 3072, mcintire => 2662, mcintosh => 643, mcinturff => 8752, mcintyre => 680, mciver => 5249, mckain => 8631, mckamey => 7540, mckay => 737, mckean => 5019, mckee => 611, mckeehan => 8085, mckeever => 3666, mckellar => 6375, mckelvey => 4399, mckenna => 1343, mckenney => 3591, mckenzie => 436, mckeon => 3853, mckeown => 3688, mckibben => 5794, mckie => 7984, mckim => 5895, mckinney => 258, mckinnie => 8536, mckinnon => 1659, mckinsey => 9292, mckinzie => 6417, mckissick => 6597, mcknight => 656, mckown => 7147, mckoy => 4340, mclain => 1643, mclamb => 8858, mclane => 4045, mclaughlin => 396, mclaurin => 2808, mclean => 585, mclellan => 4280, mclemore => 2661, mclendon => 2358, mcleod => 825, mclin => 7226, mcloughlin => 6416, mcmahan => 2093, mcmahon => 851, mcmanis => 9938, mcmann => 7899, mcmanus => 1241, mcmaster => 3590, mcmasters => 8084, mcmath => 9291, mcmichael => 4110, mcmillan => 659, mcmillen => 2973, mcmillian => 1838, mcmillin => 5018, mcmillion => 9676, mcmillon => 6733, mcminn => 5203, mcmorris => 5698, mcmullan => 9187, mcmullen => 1342, mcmullin => 4152, mcmurray => 2904, mcmurry => 6791, mcmurtry => 9290, mcnabb => 2540, mcnair => 1366, mcnally => 1506, mcnamara => 1341, mcnamee => 4203, mcnary => 7801, mcnatt => 9414, mcnaughton => 9289, mcneal => 1162, mcneely => 2616, mcneese => 7539, mcneil => 705, mcneill => 1168, mcnew => 5368, mcniel => 7898, mcnulty => 2392, mcnutt => 2391, mcpeak => 5437, mcphail => 5287, mcphee => 5697, mcpherson => 775, mcquade => 8415, mcquaid => 9413, mcqueen => 1115, mcquiston => 7897, mcrae => 1321, mcreynolds => 3607, mcroberts => 7538, mcshane => 6415, mcspadden => 9412, mcswain => 3354, mcsweeney => 8414, mcvay => 3257, mcveigh => 9793, mcvey => 2896, mcvicker => 9543, mcwhirter => 8413, mcwhorter => 2130, mcwilliams => 1320, meacham => 3419, mead => 1234, meade => 1070, meader => 8083, meador => 2257, meadors => 7896, meadows => 667, meads => 9288, meagher => 4279, mears => 3485, mease => 7800, meaux => 9411, mebane => 8535, mecham => 5848, medeiros => 1472, medellin => 6142, medford => 5559, medina => 227, medley => 1835, medlin => 2840, medlock => 3526, medrano => 1614, meece => 9675, meehan => 2287, meek => 2183, meeker => 3175, meekins => 6141, meeks => 892, mefford => 5696, mehta => 6475, meier => 1522, meiners => 8630, meisner => 9186, meissner => 7225, mejia => 649, mejias => 6790, melancon => 3010, melanson => 4986, melcher => 6789, melchor => 6934, meldrum => 8751, mele => 7622, melendez => 716, melgar => 7064, mellen => 9075, mello => 2799, mellott => 6596, melnick => 6474, melo => 4985, melson => 7224, melton => 490, melville => 7709, mena => 2323, menard => 2135, menchaca => 4661, mendelson => 9410, mendenhall => 2807, mendes => 4227, mendez => 275, mendiola => 6788, mendonca => 9185, mendosa => 9409, mendoza => 224, menefee => 6414, menendez => 3036, meneses => 6092, menjivar => 8177, menke => 5894, mentzer => 8750, menzel => 9408, meraz => 4432, mercado => 606, merced => 8629, mercer => 726, merchant => 1795, mercier => 2786, mercurio => 5513, merida => 6661, merino => 5202, merkel => 6203, merkle => 6787, merrell => 3971, merriam => 8628, merrick => 2831, merrifield => 5750, merriman => 3761, merritt => 555, merriweather => 4464, merryman => 6041, mertens => 6310, mertz => 5367, merwin => 7378, mesa => 3154, messenger => 3386, messer => 1216, messick => 5749, messier => 4984, messina => 2539, messinger => 7983, messner => 5748, mestas => 8294, metcalf => 1203, metcalfe => 6140, metheny => 8749, metoyer => 8748, metts => 5161, metz => 1391, metzger => 1705, metzler => 3153, meunier => 7982, meyer => 201, meyers => 506, meza => 1104, miceli => 8082, michaelis => 8412, michaels => 1986, michaelson => 6309, michalak => 7063, michalski => 5286, michaud => 1369, michels => 4202, michelson => 8959, mickel => 8534, mickelson => 4278, mickens => 3947, mickle => 5607, middaugh => 6987, middendorf => 9407, middlebrook => 9674, middlebrooks => 5330, middleton => 627, midgett => 7062, midkiff => 5847, miele => 5893, mielke => 6864, mier => 6786, mikell => 7621, mikesell => 7306, milam => 2293, milazzo => 8958, milburn => 2853, miles => 260, miley => 4175, millan => 4621, millar => 5436, millen => 7448, miller => 7, millet => 5793, millett => 8293, millican => 7377, milligan => 1087, milliken => 3641, milliner => 9074, millner => 6933, mills => 144, millsap => 5892, millsaps => 7447, milne => 3739, milner => 2228, milstead => 9073, mims => 1355, minard => 7061, mincey => 4398, miner => 1175, mingo => 5984, minick => 9673, mink => 4258, minnich => 7146, minnick => 3375, minnis => 9406, minor => 874, minter => 2538, minton => 1861, mintz => 3071, minyard => 8857, mirabal => 8747, miramontes => 5058, mireles => 2571, misner => 8957, mistretta => 9405, mitchell => 39, mitchem => 4314, mitchum => 6040, mitton => 8627, mixon => 1820, miyamoto => 8533, mize => 2079, mizell => 5017, moats => 4876, moberg => 8411, moberly => 8746, mobley => 979, mock => 1563, modica => 8532, modlin => 6374, moeller => 2193, moen => 3455, moffatt => 6139, moffett => 2025, moffitt => 2702, mohan => 6732, mohler => 5329, mohr => 1621, moise => 8745, mojica => 2498, molina => 472, molinaro => 9542, moline => 6863, moll => 3665, moller => 5747, molloy => 5248, molnar => 5937, monaghan => 3946, monahan => 2018, moncada => 8081, moncrief => 5695, mondragon => 4044, monette => 8856, mong => 7376, monge => 6308, monger => 6039, moniz => 3229, monk => 1958, monreal => 9672, monroe => 465, monroy => 4983, monson => 2920, montague => 2798, montalvo => 2004, montanez => 2043, montano => 1383, monteiro => 7223, monteith => 9072, montejano => 9671, monteleone => 9184, montelongo => 6473, montemayor => 3970, montenegro => 4174, montero => 3009, montes => 982, montez => 3799, montgomery => 196, monti => 7222, montiel => 6307, montijo => 9937, montoya => 546, monzon => 7446, moody => 365, moon => 658, mooney => 781, mooneyham => 8531, moore => 9, moorefield => 8530, moorehead => 4907, moorer => 5792, moores => 8410, moorhead => 7221, moorman => 3889, mora => 894, morabito => 7445, morales => 128, moralez => 6038, moran => 399, morano => 9287, moreau => 2839, morehead => 3024, morehouse => 4582, moreira => 4809, morel => 4660, moreland => 1512, morell => 7620, morelli => 6306, morello => 7981, morelock => 7980, moreno => 225, morey => 2519, morgan => 55, mori => 7537, moriarty => 3440, morin => 685, morita => 9404, morley => 2594, morman => 8176, morningstar => 9792, morrell => 2175, morrill => 2983, morris => 51, morrison => 206, morrissette => 5057, morrissey => 2122, morrow => 467, morse => 620, mortensen => 3337, mortenson => 5891, morton => 413, mosby => 3008, moseley => 1368, mosely => 5285, moser => 926, mosher => 1778, mosier => 3216, moskowitz => 7799, mosley => 499, mosqueda => 5435, moss => 322, mossman => 8956, mota => 4151, moten => 4109, motes => 9791, motley => 2207, moton => 6202, mott => 1766, motta => 7895, moua => 4744, moulton => 1922, moultrie => 3969, mounts => 6660, mouton => 4173, mowery => 3484, mowry => 6037, moxley => 5558, moya => 2003, moye => 2852, moyer => 987, moyers => 4494, moynihan => 6595, mozingo => 9541, mudd => 4703, mudge => 9540, mueller => 515, muir => 3023, mulcahy => 4941, muldoon => 7305, muldrow => 7060, mulford => 8744, mulholland => 4620, mulkey => 3818, mull => 2645, mullane => 9790, mullaney => 9183, mullen => 755, mullenax => 9286, mullens => 4367, muller => 1133, mulligan => 2431, mullikin => 9789, mullin => 2785, mullinax => 6245, mullings => 9670, mullins => 300, mullis => 3336, mulvaney => 6986, mulvey => 6413, mulvihill => 9182, mumford => 5087, mummert => 9181, muncy => 2425, munday => 7375, mundell => 8080, munden => 9936, mundt => 9935, mundy => 3640, munford => 7798, munger => 4108, munguia => 4581, muniz => 1059, munn => 3589, munos => 7894, munoz => 290, munro => 4808, munroe => 5247, munsey => 8079, munson => 1521, murakami => 9788, murchison => 5983, murdoch => 6244, murdock => 1131, murguia => 8409, murillo => 1311, muro => 5694, murphey => 5125, murphree => 6659, murphy => 57, murr => 7220, murray => 116, murrell => 2192, murry => 1857, muse => 2482, musgrave => 6243, musgrove => 3374, musick => 4875, musselman => 4125, musser => 3090, musso => 8292, mutchler => 9403, muth => 6731, myatt => 6730, myer => 4580, myers => 96, myhre => 8175, myrick => 1541, nabors => 3353, nadeau => 1367, nader => 8529, nadler => 8291, nagel => 2694, nagle => 2466, nagy => 2797, najera => 3089, nakagawa => 9071, nakamura => 3945, nakano => 6729, nall => 3717, nalley => 5746, nally => 9285, nance => 1010, napier => 1421, napolitano => 4940, napper => 6373, naquin => 1630, naranjo => 3798, narcisse => 8626, nardi => 6985, nardone => 8174, narvaez => 3968, nash => 443, nason => 4150, natal => 7708, natale => 4339, natoli => 9787, naughton => 7219, naugle => 8955, nault => 9669, nauman => 8743, naumann => 7444, nava => 1511, navarra => 7304, navarrete => 3546, navarrette => 8408, navarro => 524, navas => 9668, nave => 5124, naylor => 1674, nazario => 4769, neace => 5366, neal => 245, neale => 6036, nealy => 3509, neary => 5890, necaise => 4172, needham => 2497, neel => 3606, neeley => 2784, neely => 1019, neese => 5693, neff => 1468, negrete => 2518, negron => 1531, neill => 2815, neilsen => 9284, neilson => 4366, nellis => 9180, nelms => 3588, nelsen => 5056, nelson => 37, nemeth => 4043, neri => 6035, nero => 5468, nesbit => 4659, nesbitt => 1856, nesmith => 3716, ness => 2938, nester => 5123, netherton => 9402, nettles => 2322, neubauer => 5982, neufeld => 9179, neuman => 2851, neumann => 2215, nevarez => 3007, nevels => 6305, neves => 7059, nevin => 8625, nevins => 6532, newberry => 1973, newbold => 9070, newby => 1869, newcomb => 1749, newcomer => 7893, newell => 880, newhouse => 4939, newkirk => 2582, newland => 5055, newlin => 6728, newman => 272, newsom => 2134, newsome => 938, newson => 4938, newton => 335, nguyen => 212, nicholes => 9069, nicholls => 4847, nichols => 145, nicholson => 464, nickell => 4874, nickels => 5397, nickelson => 7443, nickens => 6658, nickerson => 1540, nickles => 6412, nickols => 9934, nicks => 6862, nicoletti => 9068, nielsen => 786, nielson => 2024, nieman => 6531, niemann => 8528, niemeyer => 8078, niemi => 5054, nieto => 2023, nieves => 832, nightingale => 6727, nigro => 6411, nilsen => 8077, nilson => 8624, nilsson => 6304, nimmons => 8173, nino => 5201, nissen => 5745, nivens => 9933, nixon => 578, noble => 603, nobles => 2042, nocera => 9667, nock => 7145, noland => 2303, nolasco => 6785, nolen => 2302, noles => 7374, nolette => 9178, nolin => 8172, noll => 3830, nolte => 5246, noonan => 2660, norberg => 9177, norcross => 9067, nord => 5557, nordin => 9066, nordstrom => 5284, norfleet => 3508, noriega => 2850, norris => 281, norsworthy => 8527, northcutt => 4579, northrop => 7303, northrup => 6861, norton => 416, norvell => 6372, norwood => 1068, novak => 1000, novotny => 4025, nowak => 2036, nowakowski => 8855, nowell => 4042, nowicki => 6242, nowlin => 3545, noyes => 2357, nugent => 1868, null => 3817, nunes => 2972, nunez => 386, nunley => 3418, nunn => 1685, nunnally => 6371, nunnery => 7979, nuno => 7536, nuss => 7619, nussbaum => 7218, nutt => 3256, nutter => 3852, nutting => 8954, nyberg => 7302, nygaard => 7892, nystrom => 7217, oakes => 1371, oakley => 1471, oaks => 3255, oates => 3035, obannon => 7891, ober => 7216, oberg => 5365, oberle => 9666, oboyle => 9932, obregon => 7618, obrian => 4702, obrien => 255, obryan => 3625, obryant => 5651, ocampo => 2341, ocasio => 2849, ochoa => 672, ochs => 3999, oconnell => 873, oconner => 3439, oconnor => 469, odaniel => 6932, oday => 7373, oden => 3188, odle => 7144, odom => 769, odonnell => 760, odum => 3967, offutt => 6726, ogburn => 6201, ogden => 1588, ogilvie => 9176, ogle => 1943, oglesby => 2331, ogletree => 6200, ogrady => 4873, ohalloran => 8526, ohanlon => 9175, ohara => 1361, ohare => 5981, ohler => 9401, ojeda => 1980, okane => 9539, okeefe => 2099, okelley => 6138, olander => 6931, oldaker => 9174, oldenburg => 8953, oldfield => 9173, oldham => 2008, olds => 3687, oleary => 1539, oleson => 7058, olguin => 6303, olinger => 4768, oliphant => 3321, olivares => 2245, olivarez => 2838, olivas => 2517, oliveira => 3070, olivera => 4431, oliveri => 8952, olivo => 3715, oller => 7372, ollis => 7371, olmos => 4807, olmstead => 2675, olney => 6302, oloughlin => 7617, olsen => 511, olson => 165, olszewski => 6301, olvera => 2312, omalley => 2390, omara => 5434, omeara => 6472, oneal => 477, oneil => 839, oneill => 669, oney => 8171, ontiveros => 2837, oquendo => 4171, oquinn => 5467, orcutt => 5283, ordonez => 3399, ordway => 6594, orear => 8951, oreilly => 3022, orellana => 3473, orman => 7535, ormsby => 7442, orndorff => 8170, ornelas => 1996, orona => 9665, oropeza => 9538, orosco => 3228, orourke => 2002, orozco => 932, orr => 557, orta => 3664, ortega => 348, ortego => 5364, orth => 4149, ortiz => 114, orton => 4201, osborn => 725, osborne => 368, osburn => 3187, osgood => 2998, oshaughnessy => 8525, oshea => 3663, oshiro => 8407, osman => 7890, osorio => 2430, osteen => 3686, oster => 4846, osterman => 6657, ostler => 8742, ostrander => 2775, ostrom => 7215, ostrowski => 8076, osullivan => 3254, osuna => 5744, oswald => 2830, oswalt => 3928, otero => 1426, otey => 7978, otoole => 2593, otte => 6784, otten => 5791, ottinger => 6410, oubre => 6241, ouellette => 1579, ousley => 5086, ovalle => 6725, overbey => 8950, overby => 3685, overcash => 7057, overman => 4701, overstreet => 2041, overton => 1293, overturf => 6930, oviedo => 8741, owens => 105, owensby => 7534, owings => 4806, owsley => 6137, oxendine => 7533, oxley => 6656, oyler => 6199, ozuna => 4845, pabon => 4937, pace => 594, pacheco => 562, paddock => 4313, padgett => 1135, padilla => 384, padron => 4397, padula => 9931, paez => 5889, pagan => 1026, pagano => 4257, page => 289, pagel => 7889, paine => 2249, painter => 1228, paiva => 8623, paiz => 7797, palacio => 5888, palacios => 1220, palen => 9664, palermo => 4906, palladino => 6471, palmer => 143, palmieri => 5846, palmore => 4982, palmquist => 9400, palomares => 8854, palomino => 5396, palomo => 5512, palumbo => 2581, panek => 8406, paniagua => 6091, pankey => 6198, pannell => 2937, pantoja => 3227, paolucci => 9399, papa => 5845, pape => 3816, papenfuss => 9537, pappas => 2368, paquette => 1808, paquin => 5016, parada => 7796, paradis => 2644, pardo => 3829, pardue => 4551, pare => 5844, paredes => 3163, parente => 9398, parenteau => 4936, parham => 1354, parikh => 9786, parisi => 4700, parke => 5843, parker => 45, parkerson => 8622, parkhurst => 4844, parkin => 7707, parkins => 7056, parkinson => 2971, parkman => 6370, parks => 278, parmenter => 6724, parmer => 5842, parnell => 1786, parr => 1603, parra => 1592, parrett => 7532, parris => 1951, parrish => 527, parrott => 2040, parry => 2836, parsley => 4905, parson => 1556, parsons => 395, partain => 6197, partee => 7370, partida => 4658, partin => 2947, partlow => 7977, parton => 4277, partridge => 2414, pascale => 9930, paschal => 4524, paschall => 4843, pascoe => 8405, pascual => 4842, pasillas => 9172, pasley => 7888, passmore => 3782, pastore => 6593, pastrana => 8740, pate => 803, patel => 519, paterson => 3034, patillo => 8621, patino => 3398, patnode => 7616, patten => 1860, patterson => 83, pattison => 4550, patton => 349, paugh => 8524, pauley => 2701, paulin => 7055, paulino => 5245, paulk => 4148, paull => 8949, paulsen => 2424, paulson => 1587, paulus => 6470, pauly => 9283, pawlak => 8948, pawlowski => 8947, paxton => 2071, payan => 9065, payne => 157, paynter => 6723, payton => 1051, peabody => 4767, peachey => 1844, peacock => 1349, peake => 4805, pearce => 887, pearcy => 7795, pearlman => 9785, pearman => 5511, pearsall => 4147, pearson => 233, peart => 7214, pease => 2062, peaslee => 7976, peavy => 6722, peay => 8290, peck => 690, peckham => 4430, pecoraro => 8404, peden => 5122, pedersen => 1931, pederson => 2049, pedigo => 4226, pedraza => 5200, pedroza => 4085, peebles => 2796, peek => 2674, peel => 3760, peele => 4463, peeler => 3797, peeples => 3152, peery => 6240, pegram => 6929, pegues => 5692, peiffer => 8289, peirce => 8620, pelayo => 4904, pelfrey => 8169, pelham => 8288, pelkey => 4872, pell => 6860, pellegrini => 7975, pellegrino => 4041, pellerin => 5743, pelletier => 1227, peloquin => 7887, peltier => 3759, pelton => 5053, peluso => 8403, pemberton => 2301, pena => 270, pence => 2423, pender => 3998, pendergast => 8402, pendergrass => 2774, pendleton => 1538, pendley => 6592, penick => 7054, penland => 6196, penley => 7143, penn => 1196, pennell => 3289, penner => 6469, pennington => 640, pennock => 8739, penrod => 4124, penson => 9784, penton => 6090, peoples => 1114, pepe => 6369, pepin => 4903, peppers => 4841, perales => 3151, peralez => 9929, peralta => 1714, peraza => 6928, percival => 9663, perdomo => 6655, perdue => 1475, perea => 3944, pereira => 1624, peres => 5650, pereyra => 8075, perez => 40, perkins => 152, perlman => 6368, permenter => 7886, perna => 9928, pernell => 7531, perrault => 8074, perreault => 3238, perreira => 7053, perri => 5841, perrin => 3385, perrine => 5840, perron => 3587, perrone => 4619, perrotta => 7530, perry => 80, perryman => 2133, persaud => 4935, persinger => 6239, pesce => 8073, peterkin => 8287, peterman => 2732, peters => 184, petersen => 504, peterson => 66, petit => 3253, petree => 8401, petrella => 9064, petri => 9783, petrie => 3544, petrillo => 7974, petro => 6859, petrone => 9782, petry => 5887, pettaway => 6468, pettengill => 9282, petterson => 6300, pettey => 8853, pettiford => 6195, pettigrew => 3738, pettis => 3624, pettit => 1496, pettitt => 9927, pettus => 4256, pettway => 3966, petty => 707, peyton => 3162, pfaff => 4429, pfeffer => 6238, pfeifer => 3586, pfeiffer => 2321, pfister => 6367, pham => 1224, phan => 2451, phares => 8738, pharr => 4871, phelan => 2450, phelps => 439, phifer => 4024, philbrick => 7615, philbrook => 9926, phillips => 43, philpot => 4523, philpott => 6721, phinney => 7529, phipps => 1081, piatt => 6530, piazza => 4107, pichardo => 4200, pickard => 2555, pickel => 7973, pickens => 1634, pickering => 2048, pickett => 731, pieper => 5121, pierce => 158, piercy => 5363, pierson => 994, pifer => 7441, pigg => 4276, pike => 976, piland => 9925, pilcher => 4023, pilgrim => 5742, pilkington => 4493, pimental => 6136, pimentel => 2078, pina => 1450, pinard => 8286, pinckney => 3737, pinder => 4840, pineda => 1080, pinero => 8400, pinheiro => 9781, pinkard => 7528, pinkerton => 3714, pinkham => 5606, pinkney => 4040, pinkston => 3572, pinney => 8737, pino => 3507, pinon => 7213, pinson => 2199, pinto => 2746, piotrowski => 8285, piper => 1094, pipkin => 3226, pippin => 3384, pires => 5936, pirtle => 4396, pisano => 6783, pitchford => 6984, pitcock => 9662, pitman => 3915, pitre => 3397, pitt => 2311, pittman => 401, pitts => 447, pitzer => 6858, pixley => 8946, pizarro => 5362, placencia => 7527, plaisance => 8852, plank => 4255, plante => 3161, plascencia => 6299, plata => 9661, platt => 1262, plemmons => 8072, pless => 6409, plotkin => 8523, plott => 7794, plourde => 4549, plowman => 6194, plumb => 5282, plumlee => 7614, plumley => 5361, plummer => 990, plunk => 9924, plunkett => 2936, plyler => 8522, poche => 7972, poff => 6857, pogue => 3150, pohl => 4934, pohlman => 9171, poindexter => 2256, pointer => 3215, poirier => 1843, poisson => 5839, polak => 9170, polanco => 2367, polen => 9660, poling => 3869, polito => 8071, polk => 912, pollack => 2773, pollak => 8619, pollard => 752, polley => 5328, pollock => 1214, polson => 5556, polston => 7301, pomerleau => 7613, pomeroy => 3781, ponce => 975, pond => 2814, ponder => 1921, poole => 406, pooler => 5466, poore => 2806, pope => 367, popham => 8284, popovich => 7706, popp => 3851, porath => 9923, porras => 4365, porter => 123, porterfield => 2700, portillo => 1920, portis => 4338, posada => 6782, posey => 1288, posner => 8283, poss => 8070, poston => 2835, poteat => 5980, poteet => 6193, potter => 343, potts => 721, poulin => 2162, pouliot => 7971, poulos => 6135, poulsen => 8736, poulson => 7885, powe => 4254, powell => 81, powers => 285, poynter => 6034, prado => 1972, prater => 1275, prather => 1598, pratt => 393, preciado => 5605, preece => 4395, prejean => 9780, premo => 9397, prendergast => 5741, prentice => 3320, prentiss => 7612, prescott => 1642, presley => 1530, presnell => 6529, pressley => 1950, prevost => 5555, prewitt => 2320, price => 72, prichard => 2982, prickett => 6856, priddy => 5244, pridemore => 6237, pridgen => 2895, priebe => 9779, priest => 1827, priester => 7052, priestley => 8851, prieto => 2615, primm => 7212, prindle => 8069, prine => 6720, pringle => 1893, prins => 9778, prisco => 8735, pritchard => 1092, pritchett => 1353, privett => 7970, probst => 4766, prochaska => 9281, procter => 9280, proctor => 891, proffitt => 2537, prokop => 9777, propst => 4364, prosser => 3454, proulx => 4981, prouty => 6654, provencher => 5327, provenzano => 8850, provost => 3319, pruett => 1877, pruitt => 544, prunty => 9922, pryce => 9776, pryor => 931, puckett => 854, puente => 2763, puentes => 8521, puga => 5160, pugh => 615, pugliese => 5979, puleo => 6983, pulido => 2795, pullen => 2198, pulley => 3506, pulliam => 1867, pullum => 9063, pulver => 6089, puma => 7793, pumphrey => 5159, purcell => 1303, purdy => 2129, purifoy => 7884, purkey => 7051, purnell => 2445, purser => 5281, pursley => 6653, purvis => 1449, puryear => 4548, putman => 2592, putnam => 1319, pyatt => 8068, pyle => 1919, pyles => 4462, quach => 7142, quackenbush => 7792, quade => 6652, qualls => 2128, quarles => 2047, quattlebaum => 7883, quesada => 4839, quesenberry => 8520, quevedo => 7969, quezada => 2070, quigley => 2214, quijano => 7526, quiles => 5510, quillen => 3914, quimby => 4337, quinlan => 3713, quinn => 366, quinones => 1031, quinonez => 3571, quint => 8618, quintana => 1140, quintanilla => 2142, quintero => 1134, quirk => 5280, quiroga => 9536, quiroz => 1918, raab => 6591, rabb => 7300, rabe => 6590, raber => 8282, rabideau => 7211, rabinowitz => 7141, rabon => 8067, raby => 4578, racine => 4522, rackley => 5052, radcliff => 5790, radcliffe => 4933, rademacher => 5509, rader => 1818, radford => 1957, radke => 8399, radtke => 5051, rael => 4870, rafferty => 3396, ragan => 2894, rager => 6088, ragin => 8519, ragland => 1520, raglin => 9659, ragsdale => 1753, ragusa => 9535, rahman => 6528, rahn => 5015, railey => 6651, rainbolt => 8168, rainer => 7369, raines => 1172, rainey => 1067, rains => 2438, rainwater => 4394, rakes => 6467, raley => 3684, ralls => 9534, ralston => 2197, ramage => 4743, ramer => 5433, rameriz => 6466, ramey => 1212, ramires => 8281, ramirez => 68, ramos => 132, ramsay => 3662, ramsdell => 7882, ramsey => 297, rancourt => 6650, rand => 3252, randazzo => 5508, randel => 8518, randle => 1463, randles => 9062, raney => 2997, rangel => 895, rankin => 866, rankins => 4657, ransdell => 8398, ransom => 1597, ranson => 6298, raper => 4980, raposa => 8167, rapp => 2279, rasberry => 6649, rascon => 5243, rash => 2711, rashid => 7299, rasmussen => 834, ratchford => 7705, ratcliff => 2191, ratcliffe => 6297, rathbone => 5395, rathbun => 5838, rathburn => 8734, ratliff => 810, rauch => 3383, rausch => 4065, rawlings => 2614, rawlins => 3525, rawls => 2613, rawson => 4521, raya => 7050, rayborn => 6589, rayburn => 2970, rayfield => 8066, raymer => 5789, rayner => 5465, raynor => 3736, razo => 3712, reagan => 1670, reale => 9658, ream => 7049, reamer => 9921, reames => 8849, reams => 5050, reardon => 1985, rearick => 9279, reaves => 1626, reavis => 4363, reber => 5394, recio => 8945, rector => 1748, redd => 1791, redden => 3271, reddick => 2762, redding => 1720, reddy => 3186, redfield => 9396, redford => 8166, reding => 9169, redmon => 3472, redmond => 1318, reece => 1079, reed => 53, reeder => 1409, reedy => 2471, reel => 4275, rees => 2481, reese => 339, reeser => 9775, reeve => 4064, reeves => 312, regalado => 3306, regan => 1730, regis => 8848, rego => 5604, rehm => 8517, reich => 2682, reichard => 6855, reichel => 8065, reichert => 3046, reid => 214, reider => 9395, reidy => 9394, reiff => 7140, reilly => 779, reimer => 4461, reimers => 7704, reiner => 7139, reinert => 7525, reinhard => 8733, reinhardt => 2536, reinhart => 3796, reinhold => 7524, reinke => 6033, reis => 2783, reiser => 8280, reisinger => 9061, reiss => 4199, reiter => 2488, reitz => 4106, rembert => 4460, remillard => 4979, remington => 4428, remy => 6719, renaud => 5507, render => 8397, rendon => 2376, reneau => 8064, renfro => 2628, renfroe => 5326, renfrow => 5649, renn => 8165, renner => 2292, rennie => 7791, renninger => 9168, reno => 3288, renshaw => 6527, rentas => 8944, renteria => 1876, renwick => 9393, renz => 8164, repp => 7440, resendez => 4699, resnick => 7368, ressler => 8163, resto => 8732, restrepo => 9533, rettig => 9392, reuter => 3943, revell => 6408, revels => 6854, revis => 6718, reyes => 133, reynolds => 106, reynoso => 2404, rheaume => 9060, rhee => 7968, rhinehart => 4577, rhoades => 1578, rhoads => 2272, rhoden => 3997, rhodes => 269, rhone => 5691, rhymes => 8617, rhyne => 4084, ribeiro => 7210, ricci => 2935, ricciardi => 6927, riccio => 7790, rice => 138, rich => 537, richards => 197, richardson => 61, richburg => 5360, richerson => 6588, richert => 8516, richey => 1292, richins => 9920, richman => 4618, richmond => 666, richter => 1126, rickard => 2946, ricker => 2512, rickert => 6587, rickett => 9657, ricketts => 2232, rickman => 3225, ricks => 1183, riddell => 4022, riddick => 2092, riddle => 757, ridenhour => 6586, ridenour => 3149, rideout => 6296, rider => 2017, ridgeway => 2487, ridgway => 5978, ridings => 8396, ridley => 1965, riedel => 4459, riegel => 8847, rieger => 6585, riehl => 8395, riendeau => 6407, ries => 5432, rife => 3711, riffe => 6648, riffle => 5648, rigby => 3780, rigdon => 7611, riggins => 2511, riggle => 6853, riggleman => 9919, riggs => 767, rigney => 5554, rigsby => 2903, riker => 7881, riles => 8063, riley => 176, rimmer => 5788, rinaldi => 3735, rincon => 4105, rinehart => 2112, ringer => 5553, ringler => 7880, rinker => 7703, riojas => 5158, riordan => 4336, rios => 357, rioux => 6982, ripley => 3203, rippy => 7138, riser => 9656, risher => 9774, risinger => 6526, risley => 6465, risner => 6236, ritchey => 3251, ritchie => 1111, rittenhouse => 4617, ritter => 969, ritz => 4902, rivard => 4083, rivas => 647, rivera => 59, rivero => 4170, rivers => 613, rives => 6852, rizo => 7789, rizzi => 9532, rizzo => 2356, roach => 664, roan => 8279, roane => 7702, roark => 1602, robb => 2227, robbins => 334, roberge => 3335, roberson => 422, roberts => 41, robertson => 139, robeson => 8278, robey => 3996, robichaud => 5359, robichaux => 5552, robidoux => 8943, robinett => 6366, robinette => 2035, robins => 2244, robinson => 19, robison => 1120, robitaille => 8846, robledo => 4104, robles => 533, robson => 3605, roby => 2437, rocha => 853, roche => 1719, rochon => 9655, rockett => 6981, rockwell => 2069, rockwood => 8277, rodarte => 5199, rodas => 6087, roddy => 4123, roden => 3373, rodgers => 333, rodiguez => 9918, rodrigez => 6647, rodrigue => 3185, rodrigues => 1169, rodriguez => 21, rodriques => 6525, rodriquez => 261, roebuck => 4253, roeder => 6646, roehl => 9167, roemer => 7048, roesch => 8515, roesler => 8394, rogan => 7047, rogers => 52, rogerson => 9773, rogge => 9391, rohan => 9772, rohde => 4146, rohr => 3570, rohrbach => 9771, rohrbaugh => 9770, rohrer => 6235, rojas => 565, rojo => 4576, roldan => 3623, rolen => 8942, rolfe => 4312, rolle => 8162, rollins => 693, rollo => 7298, rolon => 5242, romano => 1322, romer => 9059, romero => 218, romig => 9166, romine => 4427, romo => 1613, ronan => 9917, rondeau => 5241, rondon => 9278, rone => 7967, roney => 3110, rood => 4575, rook => 7966, rooker => 5837, rooks => 4362, rooney => 1805, roop => 5787, roos => 7046, root => 1537, roper => 1348, roque => 4021, rorie => 8514, rosado => 899, rosales => 790, rosas => 1280, rosati => 8616, roseberry => 5120, roseboro => 8161, roselli => 8845, roseman => 6926, rosemond => 7439, rosen => 1370, rosenbaum => 3569, rosenberg => 1248, rosenberger => 4765, rosenberry => 8276, rosenblatt => 7297, rosenblum => 5647, rosenfeld => 4804, rosenthal => 1804, rosner => 8731, ross => 76, rosser => 3305, rossi => 1337, rossiter => 7438, rossman => 5886, rosson => 8941, rost => 7209, roth => 573, rothe => 9531, rother => 9769, rothman => 4803, rothrock => 8393, rothstein => 6192, rothwell => 7965, rotz => 7367, rouleau => 7045, rounds => 2673, roundtree => 3927, roundy => 5551, rountree => 3270, rourke => 6980, rouse => 862, roush => 2345, rousseau => 3148, roussel => 3850, routh => 6925, roux => 7879, rowan => 1697, rowden => 5646, rowe => 346, rowell => 1555, rowland => 729, rowles => 7044, rowlett => 6365, rowley => 1899, roybal => 3926, royer => 3147, royster => 3021, royston => 6979, rozell => 9058, rozier => 5119, ruano => 7137, ruark => 9768, rubalcava => 8062, rubenstein => 7610, rubino => 5118, rubinstein => 9057, rubio => 996, ruble => 4616, ruch => 5885, rucker => 993, ruckman => 8513, rudd => 1586, rudder => 9767, ruddy => 9165, ruder => 9277, rudnick => 7788, rueda => 6406, ruelas => 4656, ruff => 1704, ruffin => 1195, ruffner => 6924, rugg => 8392, ruggiero => 4520, ruggles => 5690, ruhl => 6364, ruiz => 173, rummel => 7043, rumph => 5506, rumsey => 5325, rundell => 7208, runge => 4802, runion => 5645, runkle => 8512, runnels => 5324, runyan => 3683, runyon => 2190, rupe => 7136, rupp => 3045, ruppert => 5505, rusch => 8511, rush => 617, rushing => 1247, rushton => 7135, rusk => 5198, russo => 655, rust => 2612, rutan => 7878, rutherford => 937, rutkowski => 7609, rutland => 4869, rutledge => 795, rutter => 4169, ruvalcaba => 5431, ryals => 4492, ryder => 1691, ryerson => 9766, rymer => 8844, saad => 6295, saari => 6464, saavedra => 2486, sabatini => 9916, sabin => 4615, sabo => 3868, sabol => 7296, sacco => 3995, sachs => 4838, sackett => 6294, saddler => 4225, sadler => 1324, sadowski => 5240, saechao => 8160, saenz => 1340, saez => 6086, safford => 5740, sage => 2731, sager => 2659, sagers => 9654, sain => 6191, saito => 7042, saiz => 4868, sala => 7207, salas => 692, salazar => 311, salcedo => 2881, salcido => 3237, saldana => 1657, saldivar => 3965, saleh => 7366, salerno => 3758, salgado => 1226, salguero => 9765, salinas => 542, salisbury => 2141, sallee => 3453, salley => 3372, salmeron => 9530, salmons => 6293, salo => 8159, salter => 1536, salters => 8158, saltsman => 9390, saltzman => 8275, salyer => 4063, salyers => 6363, salzman => 8061, samaniego => 4574, sammons => 3020, samons => 5430, samora => 7701, sample => 1851, samples => 3109, sampson => 710, sams => 1669, samuels => 1034, samuelson => 4801, sanabria => 4764, sanborn => 2265, sanches => 3994, sanchez => 50, sandberg => 3964, sander => 2745, sanderlin => 8510, sanders => 71, sanderson => 1147, sandidge => 8157, sandifer => 5117, sandler => 5786, sandlin => 3137, sandoval => 372, sands => 1601, sandstrom => 6234, sandusky => 7523, sanfilippo => 9276, sanger => 9529, sankey => 6233, sanmiguel => 6978, sanner => 9056, sansom => 6977, sansone => 6232, santacruz => 6032, santamaria => 5550, santana => 696, santangelo => 9389, santiago => 280, santillan => 5603, santini => 8940, santistevan => 8730, santoro => 4122, santos => 316, santoyo => 6405, santucci => 9388, sapp => 1420, sappington => 7522, sarabia => 7608, saravia => 9055, sargeant => 7437, sargent => 831, sarmiento => 5504, sartain => 7295, sartin => 5239, sarver => 5238, sasaki => 7521, sass => 6584, sasser => 3108, satchell => 8843, sather => 7964, sato => 4335, satterfield => 2105, satterlee => 8842, satterwhite => 4655, sattler => 6190, sauceda => 4311, saucedo => 1718, saucier => 2934, sauer => 2243, sauls => 3202, saunders => 378, sauter => 8509, savage => 510, saville => 6781, savino => 7963, savoie => 5429, savoy => 3352, sawicki => 7436, sawyer => 457, sawyers => 3351, saxon => 3710, saxton => 2761, sayer => 8060, sayers => 3867, sayler => 9915, sayles => 4867, saylor => 2001, sayre => 3757, scaggs => 8939, scaife => 8391, scala => 8156, scales => 1885, scalf => 6362, scalise => 6780, scanlan => 5549, scanlon => 2744, scannell => 8729, scarberry => 6189, scarborough => 2147, scarbrough => 2957, scates => 8841, schaaf => 6923, schaal => 7365, schade => 6524, schaefer => 898, schaeffer => 2056, schafer => 1358, schaff => 9653, schaffer => 1636, schaffner => 6645, schall => 8390, schaller => 6292, schank => 9652, schantz => 9164, scharf => 6523, schatz => 5116, schaub => 6644, schauer => 7700, schechter => 9914, scheel => 7134, scheer => 4978, scheetz => 9054, scheffler => 5602, scheid => 9053, schell => 2055, scheller => 7206, schenck => 4654, schenk => 4224, scherer => 3044, schermerhorn => 8155, schexnayder => 6085, schick => 5739, schiff => 6463, schiffer => 9651, schiffman => 7787, schiller => 3779, schilling => 2174, schimmel => 9913, schindler => 3778, schlegel => 4901, schleicher => 7364, schloss => 9912, schlosser => 4458, schlueter => 6134, schmid => 2554, schmidt => 190, schmit => 7294, schmitt => 1086, schmitz => 1419, schneck => 9163, schneider => 299, schnell => 5358, schock => 6643, schoen => 4698, schoenfeld => 7607, schofield => 2189, scholl => 3709, scholz => 5884, schooley => 8840, schoonmaker => 6642, schoonover => 4020, schorr => 8839, schott => 3236, schrader => 2182, schram => 6583, schramm => 4168, schreck => 7699, schreiber => 1949, schreiner => 3888, schrimsher => 8059, schrock => 4763, schroder => 4334, schroeder => 512, schrum => 9162, schubert => 2880, schuck => 7293, schuetz => 8938, schuh => 7698, schuler => 2121, schuller => 6922, schulman => 5601, schulte => 2385, schultz => 286, schulz => 1618, schulze => 3622, schumacher => 1790, schumaker => 8838, schuman => 5085, schumann => 4977, schuster => 1956, schutt => 6522, schutte => 9275, schutz => 4976, schuyler => 8058, schwab => 2120, schwartz => 388, schwarz => 2157, schweiger => 9911, schweitzer => 3107, scofield => 5279, scoggins => 3438, scoville => 7041, scranton => 9387, scribner => 3913, scrivner => 8274, scroggins => 2188, scruggs => 1289, scull => 7962, scurlock => 9386, scurry => 7697, seabolt => 6361, seabrook => 8273, seager => 9385, seagraves => 7786, seal => 2286, seale => 4039, sealey => 7435, seals => 1202, sealy => 5548, seaman => 2068, seamon => 9161, searcy => 2658, searle => 4653, searles => 4975, sears => 732, seaton => 2919, seaver => 6976, seavey => 7133, seawright => 7877, seay => 1507, sechrist => 8389, secor => 9274, seda => 7205, sedillo => 6031, seeger => 6188, seeley => 3088, seely => 4145, segal => 4062, segarra => 7876, segars => 9528, seger => 4837, segovia => 4393, segura => 1390, seibel => 7040, seiber => 6521, seibert => 3318, seidel => 3621, seidl => 9273, seidman => 9910, seifert => 2879, seiler => 3682, seitz => 2384, selby => 2164, sellars => 4061, sellers => 601, sells => 3121, selman => 6975, selph => 9384, seltzer => 6641, semple => 8057, senger => 9909, senn => 4742, senter => 7434, sepulveda => 2535, sequeira => 8615, serafin => 9764, sergent => 7606, serio => 9763, serna => 1979, serpa => 9908, serra => 5600, serrano => 566, serrato => 5393, servin => 9762, sessoms => 4573, setser => 7696, settles => 4019, setzer => 5157, severance => 6640, severson => 3287, sevier => 8272, sevigny => 6921, sevilla => 5197, seward => 2271, sewell => 1063, sexton => 593, seymore => 3568, shackelford => 2480, shackleford => 6974, shade => 2657, shaeffer => 9052, shafer => 1015, shaffer => 484, shah => 1837, shahan => 8937, shamblin => 8056, shanahan => 4082, shaner => 4333, shank => 2693, shankle => 6291, shanklin => 5547, shanks => 2181, shapiro => 1398, sharkey => 3567, sharma => 5546, sharp => 302, sharpe => 805, shatley => 8728, shattuck => 5503, shaughnessy => 6717, shaul => 9761, shaver => 1462, shavers => 7292, shaw => 136, shawver => 8837, shea => 861, shealy => 5237, shearer => 1656, shearin => 8508, shears => 5644, shedd => 6360, sheehan => 1097, sheehy => 8154, sheets => 1408, sheffer => 8614, sheffield => 1187, shehan => 9383, sheilds => 9650, shell => 2007, shelton => 253, shenk => 8271, shepard => 677, shepardson => 8727, sheperd => 9272, shephard => 3620, shepherd => 500, sheppard => 621, sherer => 5464, sherrard => 9051, sherrer => 7132, sherrod => 2237, sherwin => 6716, shetler => 7961, shewmaker => 9649, shick => 7363, shields => 508, shifflett => 3639, shiflett => 8507, shilling => 5738, shim => 8388, shimizu => 9050, shin => 2893, shinault => 9527, shinn => 2546, shipe => 6187, shipley => 1485, shipman => 1610, shipp => 1826, shippy => 8506, shirey => 4457, shirk => 5785, shively => 3417, shiver => 5836, shivers => 3993, shoaf => 8936, shockey => 5115, shockley => 1817, shoemake => 4519, shoemaker => 936, shoffner => 5883, shook => 1313, shoop => 5737, shope => 6779, shores => 3585, shorey => 9648, shorter => 2479, shortridge => 8270, shortt => 9049, shotwell => 6639, shoup => 4572, shouse => 4741, showalter => 5643, showers => 4900, shrader => 3334, shreve => 5114, shriver => 4491, shropshire => 5196, shrout => 9160, shroyer => 8269, shrum => 5195, shryock => 8726, shubert => 6030, shuck => 6582, shuey => 9760, shuler => 2091, shull => 2710, shults => 6084, shultz => 1505, shumaker => 3437, shuman => 3214, shumate => 3201, shumpert => 7520, shumway => 5323, shunk => 9647, shupe => 4614, shuster => 5322, shute => 8935, shutt => 5689, shuttleworth => 9907, sibert => 7291, sibley => 2878, siciliano => 9382, sickler => 6973, sickles => 9526, sieber => 9525, siebert => 5278, siegel => 1431, siegfried => 7960, sievers => 5321, sifuentes => 6581, sigala => 9159, sigler => 2772, sigman => 7290, sigmon => 4223, sikes => 2206, sikora => 5599, sikorski => 8836, siler => 2611, sill => 7605, sills => 3925, silva => 232, silvas => 6083, silveira => 4740, silverberg => 9048, silverman => 2104, silvers => 3661, silverstein => 5320, silvestri => 8835, silvey => 4899, simard => 7204, simas => 7362, simkins => 9759, simmers => 8505, simmon => 6290, simmonds => 9906, simmons => 88, simms => 942, simonds => 4613, simoneau => 7131, simoneaux => 7130, simons => 1144, simonsen => 8613, simonson => 3436, simonton => 7129, simpkins => 2140, simpson => 120, sims => 183, sinclair => 949, sine => 8504, sines => 6778, singh => 1100, singletary => 1875, singleton => 431, singley => 6580, sinnott => 9381, sipe => 4361, sipes => 3524, sipple => 6082, sirois => 5357, sisco => 3566, sisk => 2090, sisler => 9380, sisneros => 5428, sisson => 2412, sistrunk => 6920, sitton => 7604, sizemore => 1199, sizer => 9047, skaggs => 1609, skeen => 4103, skeens => 7289, skelly => 7433, skelton => 1917, skiba => 9271, skidmore => 2220, skiles => 4739, skinner => 470, slack => 2643, slade => 1978, slagle => 3250, slate => 5236, slater => 799, slaton => 3815, slattery => 3734, slaugh => 8612, slaughter => 871, slavin => 5784, slawson => 9905, slay => 6029, slayton => 3963, sledge => 2264, sloan => 582, sloat => 6851, slocum => 2743, slone => 2319, slover => 8055, sluder => 8725, slusher => 6081, smalley => 2383, smalls => 1696, smallwood => 1397, smedley => 7039, smelser => 8387, smeltzer => 9904, smith => 1, smither => 8934, smitherman => 4800, smithers => 4697, smithey => 9524, smithson => 3249, smock => 5463, smoot => 2642, smothers => 3286, smtih => 7128, smyth => 3471, snapp => 5835, snavely => 8268, snead => 2813, sneed => 1269, snell => 1040, snelling => 7127, snelson => 8834, snider => 789, snipes => 3224, snoddy => 8933, snodgrass => 1955, snook => 4038, snow => 498, snowden => 1939, snyder => 168, soares => 2918, sobel => 8503, sobers => 8932, socha => 9046, soderberg => 9646, sohn => 7785, soileau => 4144, sokol => 4974, solano => 2771, solares => 8833, solari => 9645, solberg => 6133, soler => 5688, soles => 8931, solis => 636, soliz => 2805, sollars => 7038, soloman => 7288, solorio => 4252, solorzano => 6080, somers => 2829, somerville => 3828, sommers => 2444, sommerville => 7287, songer => 8267, sonnenberg => 9523, sonnier => 4222, soper => 4221, sorensen => 1103, sorenson => 1717, soria => 3435, soriano => 2580, sorrell => 3120, sorrells => 4310, sorrentino => 8832, sosa => 828, sosebee => 9158, sotelo => 2516, soto => 243, sotomayor => 8724, soucy => 5084, souder => 8930, souders => 8929, soukup => 7432, soule => 4037, sours => 8928, sousa => 1803, southall => 9045, southard => 3483, southerland => 3119, southwick => 7431, southworth => 5427, souza => 1422, sowards => 8927, sowder => 6520, sowell => 2375, sowers => 2510, spaeth => 8723, spahn => 9157, spalding => 3395, spangler => 1437, spann => 1930, spano => 8386, sparkman => 3106, sparks => 415, sparrow => 3105, spates => 7430, spaulding => 1307, speakman => 8926, spear => 2126, spearman => 2981, spears => 628, specht => 7286, speck => 5545, spector => 7037, speegle => 9903, speer => 1916, speicher => 9902, speight => 3849, speights => 9644, speller => 8722, spellman => 3248, spence => 702, spencer => 154, sperling => 5502, sperry => 3681, spicer => 1461, spiegel => 5882, spielman => 6919, spiers => 7784, spies => 7036, spiller => 4360, spillman => 3848, spina => 6462, spindler => 8721, spinelli => 5392, spinks => 3604, spires => 5235, spitler => 7783, spitz => 8266, spitzer => 4696, spivey => 963, spooner => 2933, spotts => 8611, spradlin => 3317, spradling => 8385, spraggins => 7782, sprague => 1295, spratt => 7959, sprayberry => 7781, spriggs => 3756, springer => 917, sprinkle => 4426, sproul => 7429, sprouse => 3146, spruill => 2509, spry => 8265, spurgeon => 3847, spurlin => 8720, spurling => 8502, spurlock => 2205, squire => 6579, squires => 1825, sroka => 8831, staab => 9270, staats => 6850, stabler => 8501, stack => 2932, stackhouse => 3708, stadler => 6028, stafford => 550, stagg => 7603, staggs => 3136, stagner => 7875, stahl => 1502, stahlman => 9269, staley => 1439, stallard => 6132, stallings => 1407, stallworth => 2656, stalnaker => 6461, stalvey => 9522, stambaugh => 6972, stamey => 6186, stamm => 3707, stamper => 2089, stamps => 2672, stancil => 4425, standifer => 6777, standish => 8719, standley => 4932, standridge => 6404, stanek => 9379, stanfield => 2340, stanfill => 6079, stange => 9901, stanger => 7035, stanhope => 9378, stannard => 9521, stansberry => 4167, stansbury => 4392, stanton => 788, staples => 1495, stapleton => 1380, stapp => 9643, starcher => 8610, stark => 746, starke => 9377, starkey => 1904, starks => 1182, starling => 2828, starnes => 1546, starr => 958, starrett => 9520, staten => 2877, statler => 9642, staton => 1467, staub => 6519, stauffer => 3269, stclair => 2339, stcyr => 6578, steadman => 3733, stearns => 1771, stebbins => 4973, steck => 7780, stedman => 7958, steed => 2534, steele => 283, steelman => 5356, steen => 2039, stefanski => 9641, steffen => 3200, steffens => 6577, steffey => 9640, stegall => 3543, steger => 5277, steib => 6518, steiger => 7034, stein => 723, steinbach => 7519, steinberg => 2627, steiner => 1460, steinke => 6289, steinman => 6849, steinmetz => 4309, stell => 9376, stelly => 8153, stenger => 8925, stennett => 9519, stenson => 8264, stephens => 156, stephenson => 563, stepp => 2172, stern => 1379, sternberg => 6185, sterner => 5156, sterrett => 8924, stevens => 121, stevenson => 314, steverson => 7602, steward => 1017, stewart => 49, stgeorge => 8830, stgermain => 5462, sthilaire => 6359, stice => 9156, stickler => 7033, stickley => 8718, stickney => 4518, stidham => 3416, stier => 7874, stiffler => 6288, stiles => 1298, stillings => 9900, stillman => 4018, stills => 9758, stillwell => 3382, stiltner => 3006, stilwell => 5501, stimpson => 8717, stine => 2699, stines => 8500, stinnett => 2742, stinson => 903, stites => 5687, stith => 4836, stitt => 3706, stiver => 9375, stivers => 7779, stjean => 9899, stjohn => 1884, stlaurent => 8263, stlouis => 5500, stockdale => 6460, stocker => 4456, stockman => 4359, stockstill => 9639, stockton => 1770, stockwell => 5049, stoddard => 1882, stoffel => 6971, stogner => 7957, stoker => 3887, stokes => 376, stoll => 3104, stollings => 6776, stoltz => 5391, stoltzfus => 4612, stone => 149, stoneking => 9898, stoner => 1824, stonge => 4081, stoops => 5642, storer => 5834, storey => 1834, storms => 4571, stott => 3846, stotts => 6358, stouffer => 6027, stout => 714, stovall => 1519, stover => 1155, stowe => 2626, stowell => 4799, stowers => 4198, stpeter => 8262, stpierre => 2827, strachan => 8054, strader => 4220, strahan => 6517, strain => 2864, strait => 4308, straka => 7873, straley => 7285, strand => 2931, strang => 9155, strasser => 7361, stratton => 1279, straub => 3924, strauch => 9154, straus => 9897, strauss => 2508, strawn => 4455, strawser => 6638, strayer => 8829, streeter => 2022, streit => 8499, stribling => 5426, stricker => 6970, strickland => 341, strickler => 4547, stricklin => 4219, stringer => 1352, stringfellow => 5977, stringfield => 8716, stringham => 8609, stripling => 7518, strobel => 5390, strode => 6459, stroh => 5976, strom => 4121, stroman => 5234, stromberg => 5641, strong => 570, strope => 9757, strother => 2602, stroud => 1069, stroup => 3912, stroupe => 9638, strouse => 6918, struble => 6078, strunk => 3434, stubblefield => 2526, stubbs => 1291, stuckey => 2698, studebaker => 9518, studer => 4307, stull => 3059, stultz => 5598, stump => 2382, stumpf => 5048, sturdivant => 3845, sturgeon => 3174, sturges => 7956, sturgill => 3145, sturgis => 3844, sturm => 3452, sturtevant => 7872, stutz => 8152, stutzman => 4490, styron => 9268, suarez => 706, suazo => 7695, suber => 4454, sublett => 5975, sudduth => 5640, suggs => 1378, suiter => 6131, sullins => 6130, sullivan => 100, sumlin => 9153, summerlin => 3843, summers => 444, summerville => 4972, summey => 9637, sumner => 1310, sumpter => 3043, sumrall => 5461, sundberg => 6184, sunderland => 5155, sundquist => 9044, surber => 5154, surles => 8828, surratt => 4060, sussman => 5935, suter => 7284, sutherland => 1113, sutphin => 5597, sutter => 3058, suttle => 6576, suttles => 5233, sutton => 257, swafford => 2338, swaim => 5934, swain => 885, swan => 1236, swaney => 6969, swanger => 8498, swank => 3333, swann => 1954, swanner => 8151, swanson => 350, swarey => 6458, swart => 8497, swartz => 1123, swearingen => 3911, sweatman => 9517, sweatt => 5833, sweeney => 569, sweeny => 8384, sweitzer => 6715, swensen => 9043, swenson => 1448, swett => 6077, swick => 7955, swift => 1177, swiger => 5933, swilley => 8923, swindell => 5232, swindle => 4762, swinehart => 9042, swiney => 9516, swinford => 7871, swingle => 9636, swink => 5974, swinney => 4738, swinson => 7126, swint => 7954, swinton => 5425, swisher => 2892, switzer => 2084, swope => 3842, sydnor => 7125, sykes => 730, symonds => 8827, symons => 7870, synder => 7953, szabo => 4866, szeto => 9756, szymanski => 4391, tabares => 9374, tabb => 4453, taber => 3316, tabor => 1620, tackett => 1655, tadlock => 8715, tafoya => 4218, taft => 2610, taggart => 2980, tague => 7869, tait => 5083, takahashi => 5832, talamantes => 8496, talarico => 8922, talavera => 7283, talbert => 2255, talbot => 1562, talbott => 3482, taliaferro => 7124, talkington => 8495, tallant => 9755, tallent => 3910, talley => 807, tallman => 4306, tally => 9515, talton => 7203, tamayo => 3033, tamez => 6287, tanaka => 3005, tang => 1777, tanguay => 7517, tankersley => 4546, tanksley => 9152, tanner => 560, tapia => 1066, tapley => 5783, tapp => 3660, tapper => 8608, tarango => 6129, tarantino => 9151, tarbox => 8053, tardif => 7516, tardiff => 5736, tarpley => 7778, tarr => 4251, tarrant => 4971, tart => 6848, tarter => 6457, tarver => 3019, tarvin => 9514, tasker => 8052, tate => 317, tatro => 4695, tatum => 927, tauber => 9513, tavares => 2553, tavarez => 6516, taveras => 6128, taylor => 10, teague => 1075, teal => 3173, teasley => 6575, tedder => 5355, tedeschi => 8150, tedesco => 4652, tedford => 6574, teel => 2337, teeter => 3470, teeters => 7952, teets => 8149, teixeira => 5544, tejada => 3505, tejeda => 3755, telford => 7601, telles => 6456, tellez => 3199, tellier => 9754, tello => 5543, templeton => 2014, templin => 7951, tennant => 3057, tenney => 3523, tennison => 8148, tennyson => 5686, tenorio => 6357, teran => 7123, terrazas => 4737, terrill => 3886, terwilliger => 6847, tesch => 6026, teske => 9041, tessier => 6714, testa => 4305, testerman => 7428, teter => 7427, tetreault => 4517, thach => 8261, thacker => 1330, thames => 3795, tharp => 1890, tharpe => 5424, thatcher => 3542, thaxton => 6356, thayer => 1504, theis => 4651, theisen => 4390, theiss => 8494, thelen => 7868, theobald => 7032, theriault => 3705, theriot => 3866, theroux => 9040, therrien => 4545, theus => 9753, thibault => 4516, thibeault => 5499, thibodaux => 9896, thibodeau => 2485, thibodeaux => 2465, thiel => 3777, thiele => 7950, thielen => 5596, thies => 5782, thigpen => 2507, thom => 4736, thomason => 1116, thomasson => 7426, thompkins => 4931, thompson => 16, thoms => 9512, thomsen => 3469, thomson => 1240, thorn => 2336, thornberry => 8383, thornburg => 3704, thorne => 1444, thornhill => 3394, thornton => 323, thorp => 4017, thorpe => 1317, thorsen => 9752, thorson => 5047, thorton => 3144, thrash => 3619, thrasher => 2125, threadgill => 7867, threatt => 7949, thrift => 6917, throckmorton => 8260, thrower => 5231, thurber => 5498, thurlow => 9373, thurmond => 4761, thurston => 1833, tibbetts => 3732, tibbs => 2641, tice => 3087, tichenor => 8826, tidwell => 1146, tierney => 2876, tighe => 6183, tigner => 9511, tijerina => 2730, tilghman => 7202, tiller => 3565, tillery => 2812, tillett => 7694, tilley => 1635, tillis => 6076, tillman => 688, tillotson => 6182, tilton => 2956, timberlake => 5595, timm => 3638, timmerman => 4120, timmins => 8607, timmons => 1360, timms => 5932, tims => 8259, tincher => 6231, tindall => 4036, tindell => 9267, tindle => 8258, tiner => 9266, tingle => 5831, tingley => 7201, tinney => 5594, tinnin => 9265, tinsley => 1743, tippett => 8493, tipton => 1071, tirado => 2300, tisdale => 2552, tittle => 7282, tobar => 7600, tobey => 5354, tobin => 1478, toland => 7031, tolar => 9510, tolbert => 1060, toledo => 2794, tolentino => 5460, toler => 2848, toles => 8825, toliver => 3086, tolle => 6455, tollefson => 7425, tolley => 4035, tollison => 8824, tolliver => 2464, tolman => 5685, tolson => 5684, toman => 9751, tomaszewski => 9264, tomblin => 8492, tomes => 8257, tomlin => 2213, tomlinson => 1108, tompkins => 1264, toms => 5153, toner => 6075, tong => 3564, toole => 4650, tooley => 4970, toombs => 4735, toomer => 8147, toomey => 4969, topete => 9509, topping => 7599, torain => 9263, torgerson => 5152, toro => 3135, torre => 8051, torrence => 3433, torres => 65, torrey => 4835, torrez => 1840, toscano => 4197, toth => 1866, totten => 3703, toussaint => 5353, tovar => 1533, towe => 6573, towery => 8491, towle => 4217, towne => 4304, towner => 6127, townes => 3794, townley => 6403, townsel => 8921, townsend => 342, townsley => 7598, trafton => 9750, trahan => 2046, trainor => 4358, tramel => 7281, trammel => 7777, trammell => 2413, tran => 424, trantham => 4250, trapp => 2917, trask => 3304, traub => 9635, traver => 8920, trawick => 7597, traxler => 9262, traylor => 1690, traynor => 6968, treadway => 3393, treadwell => 2826, treece => 4734, trejo => 1654, tremblay => 3103, tressler => 9039, trevino => 541, trexler => 7122, tribble => 3371, trice => 2969, trigg => 5830, triggs => 9508, trimble => 1848, triplett => 1401, tripp => 1282, troche => 8919, troiano => 9895, trombley => 4080, trosclair => 9038, trost => 7515, trotman => 5497, trott => 4898, trotta => 8823, trotter => 1294, trottier => 7693, troup => 7776, troupe => 5230, trout => 2111, troutman => 2278, troutt => 8822, trowbridge => 4143, troxel => 8918, troxell => 6916, troxler => 8256, troyer => 5781, truax => 5113, trudeau => 3637, trueblood => 7596, truesdale => 5352, truesdell => 8821, truett => 7595, truex => 9749, truitt => 2834, trujillo => 580, trull => 6025, trump => 7360, truong => 2161, truss => 6915, trussell => 5542, trusty => 7775, tsai => 5931, tsang => 6713, tsosie => 4570, tubbs => 2277, tucci => 5639, tuck => 2729, tucker => 122, tudor => 4274, tufts => 8917, tuggle => 3134, tull => 6024, tullis => 6402, tully => 4389, tunnell => 5829, tunstall => 6355, tupper => 7200, turcotte => 4834, turek => 9261, turgeon => 6354, turk => 2728, turley => 2825, turman => 3827, turnage => 4332, turnbow => 5973, turnbull => 3213, turner => 42, turney => 3172, turpin => 2180, tussey => 9372, tuten => 9037, tutt => 6967, tuttle => 1049, tweed => 7424, tweedy => 8382, twigg => 6515, twilley => 8490, twitchell => 8606, twitty => 6775, twombly => 8146, twomey => 6401, twyman => 7514, tyndall => 5389, tyner => 3285, tynes => 6454, tyrrell => 5423, tyus => 7513, ulibarri => 6572, ullman => 7199, ulloa => 4489, ullrich => 7512, ulmer => 4102, ulrich => 1816, umana => 9634, underhill => 3381, underwood => 434, unger => 2034, unknow => 8050, unruh => 5459, upchurch => 2506, updike => 9507, upham => 9260, upshaw => 3118, upton => 1984, urbanski => 9894, urbina => 2945, urena => 4273, urias => 4865, uribe => 2355, urquhart => 5930, urrutia => 6846, usher => 3865, ussery => 4303, utley => 3247, utter => 5780, utterback => 9506, vaca => 6074, vaccaro => 5638, vachon => 5683, vaden => 6774, vadnais => 8489, vail => 2449, vaillancourt => 5276, valadez => 2484, valdes => 2366, valdez => 309, valdivia => 5229, valdovinos => 7511, valencia => 838, valente => 5972, valenti => 3754, valentine => 653, valentino => 4249, valenzuela => 772, valerio => 3198, valero => 7510, valladares => 5194, valle => 1459, vallee => 8381, vallejo => 2727, vallejos => 8820, valles => 2996, valliere => 6514, valverde => 5228, vanarsdale => 9505, vanatta => 8255, vanburen => 3776, vanbuskirk => 5046, vancleave => 7359, vandenberg => 5496, vandergriff => 9893, vanderpool => 4424, vandeusen => 8916, vandiver => 3885, vandusen => 5275, vandyke => 2088, vanegas => 6571, vanetten => 9892, vanfleet => 9891, vang => 860, vangundy => 9890, vanhook => 8049, vanhoose => 3468, vanhorn => 2335, vanhouten => 5682, vankirk => 8380, vanlandingham => 6637, vanmeter => 3315, vann => 1641, vannatta => 8488, vanness => 7030, vannoy => 5735, vanover => 3775, vanpelt => 4331, vanscoy => 8379, vansickle => 4515, vantassel => 8145, vanvalkenburg => 8605, vanwinkle => 3451, vanwormer => 9150, vanzandt => 8254, vanzant => 6773, varela => 1747, varga => 5319, vargas => 237, vargo => 5082, varnado => 6966, varnell => 9371, varner => 1436, varney => 2156, vasques => 8253, vasquez => 192, vassallo => 8487, vassar => 7594, vasser => 9259, vaughan => 742, vaughn => 277, vaught => 2726, vazquez => 458, veach => 5681, veal => 3541, veasey => 8486, veatch => 8915, vega => 328, veilleux => 4488, vela => 1261, velarde => 5680, velasco => 1811, velasquez => 598, velazquez => 858, velez => 616, veliz => 6230, veloz => 7774, venable => 3133, venegas => 3332, venezia => 9370, ventura => 1430, verdin => 3563, verdugo => 5929, verduzco => 4760, vereen => 6636, vergara => 3909, vermillion => 4514, verner => 9748, verret => 6712, verrill => 9633, vest => 2330, vestal => 5828, vetter => 3004, vick => 1600, vickers => 1090, vickery => 2692, vidal => 2505, vidrine => 5734, vieira => 3884, viera => 3314, vierra => 5193, vigil => 1065, vigue => 8048, villa => 916, villagomez => 4119, villalba => 7509, villalobos => 1489, villalpando => 6181, villani => 9504, villanueva => 897, villar => 7692, villareal => 3284, villarreal => 587, villasenor => 3540, villatoro => 7121, villegas => 1143, villeneuve => 8485, vinci => 8819, vines => 2276, vineyard => 5014, vining => 4611, vinson => 841, vinyard => 8604, viramontes => 9149, visser => 8378, vitale => 2995, voelker => 6914, vogel => 1119, vogler => 6913, vogt => 1640, voight => 7691, voigt => 4142, volk => 4649, volkman => 7866, vollmer => 5827, volpe => 4733, volz => 4079, voorhees => 5112, voss => 1246, vowell => 8144, voyles => 6711, vreeland => 9632, vroman => 8818, vuong => 6513, wachter => 4330, wacker => 6453, waddell => 1211, waddle => 4759, wade => 242, wadley => 6023, wadsworth => 2562, wagers => 7198, wages => 6073, waggoner => 2127, wagner => 162, wagoner => 1964, wagstaff => 6845, waguespack => 9258, wahl => 2478, wainscott => 9369, wainwright => 4798, waite => 1723, waiters => 8714, waites => 5351, waits => 4248, wakefield => 1938, wakeman => 9747, walcott => 7358, walczak => 7593, wald => 7357, walden => 925, waldman => 6022, waldon => 4897, waldrep => 9503, waldron => 1596, waldrop => 2310, waldrup => 8143, walker => 24, walkup => 9631, wall => 489, wallace => 101, wallen => 3659, waller => 681, walley => 6570, wallin => 4196, walling => 2591, wallis => 2061, walls => 609, walmsley => 9630, walser => 8713, walsh => 295, walston => 3522, walters => 244, walther => 4452, waltman => 7508, walton => 345, waltz => 4833, walz => 4272, wampler => 3603, wamsley => 9746, wang => 882, wanner => 9502, ward => 64, wardell => 7197, warden => 2067, wardlaw => 8047, wardlow => 8712, ware => 471, warfield => 2793, wargo => 6965, waring => 5111, warman => 8142, warner => 313, warnke => 8484, warnock => 4271, warr => 8483, warren => 130, warrick => 4968, warrington => 5274, warwick => 4832, washam => 8711, washburn => 1479, washer => 8252, washington => 86, wasserman => 5881, wasson => 2955, watanabe => 4329, waterhouse => 6635, waterman => 2087, waters => 385, watkins => 164, watson => 69, watt => 1802, watters => 2590, watterson => 6180, watts => 266, waugh => 2291, wayland => 7280, wayman => 4388, waymire => 8817, weakley => 8914, weatherby => 5826, weatherford => 2863, weatherly => 3003, weathers => 1823, weathersby => 4648, weatherspoon => 4357, weaver => 179, webb => 119, webber => 955, weber => 294, webster => 360, weddington => 9036, weddle => 3680, wedgeworth => 9629, weeden => 7690, weekley => 5733, weeks => 622, weems => 2477, weese => 6710, wegener => 9035, wegner => 4694, weibel => 9501, weidman => 7029, weidner => 4758, weigand => 7689, weigel => 5151, weikel => 8816, weil => 4693, weiland => 5318, weiler => 4247, weimer => 4423, weinberg => 3826, weinberger => 8251, weiner => 2119, weinstein => 2354, weintraub => 6772, weir => 1425, weis => 3562, weisberg => 8046, weise => 5637, weiser => 6229, weisman => 6569, weiss => 579, weissman => 7773, weitzel => 7196, welborn => 4569, welch => 219, welker => 3702, weller => 1782, wellman => 2000, wells => 118, welsh => 1025, welter => 6964, welton => 5013, welty => 5150, wendel => 5388, wendling => 8377, wendt => 2589, wenger => 3774, wentworth => 2930, wentz => 3415, wentzel => 8376, wenzel => 2760, wert => 5317, werth => 6568, werts => 8710, wertz => 2725, wescott => 5149, wesner => 9745, wessel => 5045, wessels => 7865, wesson => 4356, west => 104, westberg => 8815, westberry => 8375, westbrook => 1518, westbrooks => 6072, westcott => 4610, wester => 3561, westerfield => 7592, westerman => 5779, westfall => 2525, westfield => 9500, westgate => 8709, westlake => 9034, westlund => 7864, westman => 8708, westmoreland => 2282, westover => 5778, westphal => 4487, wetherell => 9033, wethington => 7772, wetmore => 5636, wetzel => 1855, wexler => 6400, weyant => 9368, whalen => 1400, whaley => 1014, wharton => 2741, whatley => 1752, wheat => 2160, wheatley => 1948, wheaton => 3212, wheeler => 194, wheelock => 7863, whelan => 3504, whetstone => 4302, whetzel => 8913, whidden => 9148, whipkey => 9628, whipple => 1977, whisenant => 6709, whisenhunt => 7688, whisler => 8250, whitacre => 5227, whitaker => 468, whitcomb => 3056, white => 13, whiteaker => 9499, whited => 3380, whitefield => 8603, whitehead => 505, whitehouse => 4301, whitehurst => 2759, whiteley => 6399, whiteman => 4016, whitener => 5012, whitesell => 7356, whiteside => 2902, whitesides => 9367, whitfield => 806, whitford => 5148, whiting => 2155, whitley => 859, whitlock => 1653, whitlow => 2875, whitman => 1608, whitmer => 5011, whitmire => 3268, whitmore => 1695, whitson => 2374, whitt => 1567, whittaker => 1477, whitted => 5273, whittemore => 4864, whitten => 1517, whittier => 7195, whittington => 1716, whittle => 2758, whitton => 7591, whitworth => 2579, whorton => 5081, whyte => 3773, wible => 9627, wick => 3793, wicker => 2463, wickersham => 9626, wickham => 4015, wicklund => 7507, wickman => 8482, wicks => 2561, wideman => 7948, widener => 6844, widmer => 7194, widner => 7947, wiebe => 9257, wiegand => 5350, wieland => 5928, wiener => 5541, wiens => 9147, wiese => 3331, wiesner => 9366, wiest => 9744, wigfall => 5732, wiggins => 485, wigginton => 8707, wiggs => 6452, wight => 6021, wigley => 8045, wilbanks => 2625, wilborn => 4692, wilbourn => 8249, wilcher => 5593, wilcox => 446, wilde => 2533, wilder => 736, wilds => 7687, wiles => 2231, wiley => 521, wilfong 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"weigart" => 11882, "weigh" => 3045, "weighing" => 4677, "weighs" => 4955, "weightless" => 16557, "weird" => 480, "weirded" => 8268, "weirder" => 5058, "weirdest" => 4182, "weirdly" => 13364, "weirdness" => 7073, "weirdo" => 4295, "weirdoes" => 15566, "weirdos" => 8605, "weiskopf" => 6002, "welcoming" => 4676, "well" => 25, "welles" => 5595, "wellll" => 16556, "wellstone" => 14703, "welluh" => 17786, "welts" => 14702, "wematanye" => 7185, "wench" => 5021, "wendall" => 12334, "wendigo" => 9640, "wendle" => 11881, "went" => 196, "wenus" => 15565, "weren't" => 406, "werewolves" => 8115, "westbridge" => 4701, "westerburg" => 13953, "wetsuit" => 17785, "wetting" => 10444, "wewell" => 17784, "whack" => 2692, "whacked" => 3135, "whackin" => 16555, "whacking" => 9203, "whacks" => 17783, "whad'ya" => 12787, "whadaya" => 7432, "whadda" => 7544, "whaddaya" => 6961, "whaddya" => 4642, "whadya" => 13363, "whale" => 3586, "whammo" => 16554, "whammy" => 7835, "wharves" => 15564, "wharvey" => 14701, "whassup" => 12786, "what" => 7, "what'cha" => 9004, "what'd" => 871, "what'dya" => 17782, "what'll" => 2588, "what'm" => 9003, "what're" => 1322, "what's" => 83, "what've" => 4876, "what'ya" => 11462, "whataya" => 16553, "whatcha" => 3146, "whatchamacallit" => 12785, "whatchya" => 15563, "whatd'ya" => 16552, "whatdya" => 17781, "whatiya" => 13362, "whatnot" => 6259, "whato" => 17780, "whats" => 6960, "whatsa" => 10443, "whatsamatter" => 12784, "whatsoever" => 2174, "whatta" => 3126, "whattaya" => 9202, "whattya" => 12783, "whatwhatwhaaat" => 17779, "whatya" => 10745, "whazzup" => 17778, "wheel" => 1478, "wheelbarrow" => 13952, "wheelchair" => 2072, "wheelchairs" => 11461, "wheelies" => 17777, "wheeling" => 8419, "wheelman" => 13951, "wheeze" => 16551, "wheezer" => 13950, "wheezing" => 16550, "when'd" => 6491, "when're" => 13949, "whence" => 7676, "whenever" => 1003, "where'd" => 1095, "where're" => 3782, "where's" => 366, "where've" => 4801, "whereabouts" => 3398, "wherefore" => 14700, "whereof" => 16549, "wherever" => 1234, "whether" => 681, "whew" => 1992, "which'll" => 11460, "whichever" => 4916, "whiff" => 6117, "whim" => 4915, "whimper" => 11459, "whimpering" => 11079, "whims" => 13361, "whimsical" => 11078, "whimsy" => 12333, "whine" => 4051, "whiner" => 15562, "whiney" => 13948, "whining" => 3218, "whinny" => 17776, "whiny" => 6001, "whip" => 1412, "whipped" => 2945, "whipper" => 12782, "whipping" => 5594, "whips" => 9892, "whirl" => 7992, "whirlpool" => 9639, "whirlwind" => 7991, "whisk" => 6860, "whisked" => 8790, "whisker" => 13360, "whisking" => 12332, "whispered" => 7305, "whispering" => 2772, "whispers" => 7543, "whist" => 17775, "whistle" => 2524, "whistled" => 17774, "whistles" => 6409, "whistling" => 8114, "whit" => 4480, "whitelighter" => 3277, "whitelighters" => 7184, "whiteness" => 15561, "whiter" => 10744, "whitesnake" => 16548, "whitest" => 17773, "whitewash" => 13947, "whitter" => 9638, "whittled" => 14699, "whittlesley" => 12781, "whittling" => 16547, "whiz" => 4448, "whizz" => 17772, "whizzing" => 17771, "who'd" => 1738, "who'll" => 3269, "who're" => 4641, "who's" => 261, "who've" => 3563, "whoa" => 318, "whoaa" => 17770, "whoaaa" => 16546, "whoah" => 5822, "whodunit" => 16545, "whoever" => 941, "whole" => 182, "wholeheartedly" => 11458, "wholesaler" => 15560, "wholesome" => 6116, "whomever" => 6490, "whoo" => 1045, "whoomp" => 15559, "whooo" => 9891, "whoop" => 4271, "whoopee" => 6000, "whoopi" => 15558, "whoopie" => 11457, "whoopin" => 14698, "whooping" => 10743, "whoops" => 3339, "whoosh" => 8789, "whoppers" => 17769, "whopping" => 11880, "whorehouse" => 9890, "whorfin" => 11077, "whoring" => 13946, "whupped" => 15557, "whwhat" => 16544, "why" => 48, "why'd" => 1265, "why're" => 6661, "whyn't" => 8604, "whyyy" => 17768, "wicca" => 9889, "wiccaning" => 15556, "wickedness" => 11456, "widen" => 10742, "widower" => 7990, "wiedersehen" => 14697, "wield" => 8603, "wielding" => 9002, "wieners" => 14696, "wierd" => 12780, "wife" => 260, "wigand" => 5821, "wigged" => 8788, "wiggen" => 16543, "wigging" => 9400, "wiggle" => 4675, "wiggled" => 16542, "wiggling" => 12779, "wiggy" => 14695, "wild" => 970, "wildebeest" => 17767, "wildest" => 5057, "wildflowers" => 17766, "wildly" => 5999, "wildness" => 13945, "wildwind" => 3800, "will" => 54, "willed" => 6859, "willenholly" => 17765, "willful" => 7834, "willfully" => 11076, "willick" => 17764, "willies" => 8787, "willin" => 12331, "willing" => 721, "willingly" => 4181, "willoby" => 15555, "willona" => 8113, "willows" => 7431, "willpower" => 8418, "willya" => 8786, "wilshire" => 10150, "wilted" => 17763, "wilting" => 17762, "wiluna" => 17761, "wimp" => 4575, "wimps" => 7989, "wimpy" => 8417, "winch" => 7072, "wind" => 986, "windbag" => 12330, "windbreaker" => 14694, "winded" => 10741, "windermere" => 16541, "windfall" => 13359, "windjammer" => 13358, "windmills" => 11879, "window" => 722, "windowsill" => 13357, "windowtext" => 17760, "windpipe" => 12329, "windshield" => 4640, "windstorm" => 17759, "windsurfing" => 16540, "windthorne" => 16539, "windward" => 11075, "wine" => 947, "wingding" => 17758, "winging" => 10442, "wining" => 15554, "wink" => 4546, "winked" => 13944, "winking" => 10740, "winks" => 11878, "winnebago" => 7304, "winnin" => 13943, "winnings" => 6660, "winos" => 16538, "winthrop" => 5268, "wintry" => 17757, "wipe" => 1939, "wiped" => 2523, "wiper" => 16537, "wipers" => 16536, "wipes" => 8602, "wiping" => 5593, "wire" => 1665, "wired" => 2889, "wires" => 3035, "wiretap" => 13356, "wiretaps" => 15553, "wiring" => 5020, "wiseass" => 15552, "wisecracks" => 12778, "wised" => 10149, "wiseguys" => 14693, "wisely" => 5222, "wiser" => 4180, "wisest" => 8601, "wish" => 282, "wished" => 2404, "wishes" => 1672, "wishful" => 4574, "wishin" => 14692, "wishing" => 2448, "wisht" => 16535, "wishy" => 16534, "witch" => 818, "witchcraft" => 3728, "witches" => 1350, "witching" => 15551, "witchy" => 7430, "withdrawals" => 11074, "withdraws" => 16533, "wither" => 9001, "withered" => 11877, "withering" => 15550, "withheld" => 7833, "withhold" => 6195, "withholding" => 5653, "withnail" => 9201, "without" => 235, "withstanding" => 12777, "witless" => 10441, "witness" => 891, "witnesses" => 1772, "witnessing" => 7675, "wits" => 4328, "witted" => 9888, "witter" => 2745, "wittle" => 12776, "wittlesey" => 7832, "witty" => 3954, "witwer" => 11073, "wives" => 2079, "wiwith" => 16532, "wladek" => 8785, "woah" => 3017, "wobbling" => 17756, "wobbly" => 9200, "woefully" => 17755, "wojadubakowski" => 15549, "woke" => 1295, "woken" => 6334, "wolchek" => 14691, "wolek" => 5878, "wolfi" => 8267, "wolfing" => 17754, "wolfram" => 4027, "wollsten" => 17753, "wolodarsky" => 16531, "woman" => 189, "womanhood" => 10440, "womanizer" => 12328, "womanizing" => 16530, "womanly" => 11455, "wombosi" => 12775, "won't" => 146, "wonder" => 489, "wondered" => 1889, "wonderfalls" => 11454, "wonderful" => 383, "wonderfully" => 5558, "wonderin" => 9000, "wondering" => 632, "wonderland" => 6858, "wonders" => 3165, "wondrous" => 8416, "wonky" => 16529, "wont" => 2944, "woodchuck" => 15548, "woodpecker" => 8415, "woodrell" => 13355, "woodsboro" => 9399, "woodshed" => 15547, "woodsman" => 13942, "woodsy" => 15546, "wooed" => 13354, "woof" => 3268, "woogyman" => 12327, "wooing" => 10148, "wookiee" => 14690, "woooo" => 10147, "wooooo" => 14689, "wooooooo" => 16528, "woops" => 11453, "woosh" => 17752, "woozy" => 6194, "word" => 309, "worded" => 13353, "words" => 497, "wordsworth" => 5221, "wore" => 1641, "workable" => 10739, "workaholic" => 7303, "workday" => 15545, "worker" => 2071, "workiiing" => 16527, "workin" => 3005, "working" => 291, "workload" => 8112, "workmanship" => 13941, "workout" => 3932, "workup" => 8999, "worldly" => 7542, "worlds" => 2859, "worm" => 2845, "wormed" => 15544, "wormhole" => 6754, "wormholes" => 17751, "worming" => 15543, "worms" => 3479, "wormser" => 14688, "wormtail" => 17750, "wormy" => 17749, "worried" => 398, "worrier" => 12326, "worries" => 1958, "worrisome" => 16526, "worry" => 249, "worryin" => 14687, "worrying" => 1338, "worrywart" => 11452, "worse" => 448, "worshiping" => 17748, "worshipped" => 6659, "worshipping" => 8784, "worships" => 5509, "worst" => 689, "worth" => 525, "worthiness" => 17747, "worthless" => 2511, "worthwhile" => 4270, "would'a" => 14686, "would've" => 638, "woulda" => 3397, "wouldn" => 9887, "wouldn't" => 162, "wouldn't've" => 13940, "wouldn'ta" => 15542, "wouldst" => 17746, "wound" => 1381, "wounds" => 2380, "wow" => 323, "wowed" => 15541, "wracked" => 11876, "wracking" => 10146, "wrangle" => 12774, "wrangled" => 17745, "wrap" => 1695, "wrapped" => 1785, "wrapper" => 7302, "wrappers" => 11451, "wrapping" => 3832, "wraps" => 4179, "wrath" => 4097, "wreak" => 6408, "wreaked" => 10145, "wreaking" => 8998, "wreaks" => 16525, "wreaths" => 15540, "wreck" => 1663, "wrecked" => 2943, "wrecker" => 7674, "wrecking" => 4327, "wrecks" => 8414, "wrenched" => 14685, "wrenching" => 9886, "wretch" => 7988, "wretched" => 4220, "wriggle" => 12325, "wring" => 6052, "wringer" => 11072, "wringing" => 10439, "wrinkle" => 5756, "wrinkled" => 6857, "wrinkly" => 11875, "wrist" => 2587, "wrists" => 4422, "wristwatch" => 17744, "write" => 602, "writhing" => 10738, "writin" => 11450, "wrong" => 149, "wrongdoing" => 9398, "wronged" => 6593, "wrongful" => 7301, "wrongfully" => 11449, "wrongs" => 8111, "wrung" => 15539, "wuddya" => 10438, "wuss" => 4026, "wussies" => 14684, "wussy" => 13352, "wuthering" => 16524, "wuzzy" => 12324, "wwhat" => 14683, "wwooww" => 17743, "wynant" => 5932, "wyndemere" => 4985, "wyndham" => 9397, "wynette" => 15538, "xanax" => 9885, "xander" => 1321, "xerox" => 8110, "xeroxed" => 17742, "xxxxxx" => 10144, "y'all" => 2032, "y'are" => 16523, "y'ever" => 11071, "y'got" => 17741, "y'hear" => 12773, "y'know" => 516, "y'knowwhati'msayin" => 14682, "y'mean" => 16522, "y'see" => 7300, "y'understand" => 15537, "ya'll" => 6856, "yaaah" => 17740, "yacht" => 2281, "yada" => 3781, "yadda" => 7183, "yahdah" => 17739, "yahtzee" => 16521, "yakking" => 8783, "yakushova" => 12323, "yalta" => 16520, "yammer" => 15536, "yammering" => 7071, "yamuri" => 13939, "yank" => 4479, "yanked" => 5820, "yankin" => 17738, "yanking" => 6489, "yapping" => 7429, "yardstick" => 15535, "yawning" => 16519, "yawns" => 17737, "yeah" => 35, "yeahh" => 13938, "yeahhh" => 11874, "yearbook" => 3158, "yearbooks" => 10437, "yearn" => 9637, "yearned" => 16518, "yearning" => 7673, "yearnings" => 16517, "yearns" => 16516, "yecch" => 17736, "yecchh" => 17735, "yeesh" => 13937, "yeess" => 14681, "yelburton" => 14680, "yell" => 1557, "yella" => 16515, "yelled" => 2838, "yeller" => 12322, "yellin" => 9396, "yelling" => 1491, "yellows" => 13936, "yells" => 6488, "yengeese" => 11873, "yenta" => 17734, "yes" => 65, "yes'm" => 17733, "yeska" => 13935, "yesss" => 8413, "yesterday" => 698, "yesterdays" => 16514, "yet" => 239, "yevgeny" => 13934, "yikes" => 4421, "yippee" => 7831, "yippie" => 16513, "ylang" => 17732, "yodel" => 12772, "yoga" => 4326, "yoghurt" => 10737, "yogurt" => 4984, "yokel" => 11070, "yokels" => 15534, "yonder" => 9395, "yorkers" => 8600, "yorkin" => 11448, "you" => 1, "you'd" => 231, "you'll" => 181, "you'n" => 17731, "you're" => 29, "you've" => 124, "youngsters" => 8599, "youore" => 9884, "your" => 19, "youre" => 7830, "yours" => 362, "yourself" => 183, "yourselves" => 1482, "youse" => 6051, "youthful" => 6487, "youuu" => 15533, "youve" => 16512, "yoyodyne" => 11872, "yoyou" => 10143, "yuck" => 3574, "yucky" => 9636, "yuletide" => 11871, "yuppie" => 8598, "yuppies" => 12771, "zach" => 1742, "zacks" => 15532, "zadir" => 9199, "zagat" => 17730, "zakamatak" => 16511, "zamir" => 8597, "zander" => 1175, "zandt" => 7428, "zantopia" => 14679, "zanuck" => 17729, "zapped" => 6753, "zapruder" => 14678, "zatarc" => 10436, "zatarcs" => 15531, "zatunica" => 13351, "zeitgeist" => 17728, "zekes" => 13350, "zeldy" => 13933, "zellary" => 17727, "zellie" => 6407, "zelner" => 13932, "zende" => 5267, "zendi" => 12770, "zephyrs" => 15530, "zequiel" => 17726, "zero" => 1608, "zeroed" => 11870, "zeroes" => 8596, "zeroing" => 13931, "zeros" => 8595, "zerzura" => 14677, "zesty" => 14676, "zhivago" => 11447, "zilch" => 9883, "zillion" => 5356, "zillions" => 15529, "zinfandel" => 15528, "zinthar" => 15527, "ziploc" => 16510, "zipped" => 8594, "zippers" => 17725, "zipping" => 11869, "zippity" => 11868, "zirconia" => 17724, "zissou" => 7427, "zlotys" => 14675, "zoey" => 3895, "zolda" => 16509, "zombies" => 4800, "zoning" => 6959, "zonked" => 11446, "zookeeper" => 17723, "zooming" => 11867, "zorin" => 15526, "zucchini" => 17722, "zuwicky" => 16508, "zzzzzzz" => 17721, }, ); 1; dictionary.t100644001750001750 2656213500137732 26607 0ustar00dakkardakkar000000000000Data-Password-zxcvbn-1.0.4/t/tests/data/password/zxcvbn/match#!perl use strict; use warnings; use Test::Most; use lib 't/lib'; use Test::zxcvbn qw(cmp_match generate_combinations); use Data::Password::zxcvbn::Match::Dictionary; sub _cmp_dict_match { my ($i,$j,$word,$dict,$rank,%etc) = @_; cmp_match( $i,$j,'Dictionary', token => $word, dictionary_name => $dict, rank => $rank, %etc ); } sub cmp_simple_match { my ($i,$j,$word,$dict,$rank) = @_; _cmp_dict_match( $i,$j,$word,$dict,$rank, reversed => bool(0), l33t => bool(0), ); } sub cmp_rev_match { my ($i,$j,$word,$dict,$rank) = @_; _cmp_dict_match( $i,$j,$word,$dict,$rank, reversed => bool(1), l33t => bool(0), ); } sub cmp_l33t_match { my ($i,$j,$word,$dict,$rank,$subs) = @_; _cmp_dict_match( $i,$j,$word,$dict,$rank, reversed => bool(0), l33t => bool(1), substitutions => $subs, ); } sub test_scoring { my ($token, $reversed, $subs, $rank, $guesses, $message) = @_; my $match = Data::Password::zxcvbn::Match::Dictionary->new({ token => $token, reversed => $reversed, substitutions => $subs, rank => $rank, i => 0, j => 3, }); cmp_deeply( $match->guesses, $guesses, $message, ); } sub test_making { my ($password, $dicts, $l33t_table, $expected, $message) = @_; my $matches = Data::Password::zxcvbn::Match::Dictionary->make( $password, { ranked_dictionaries => $dicts, l33t_table => $l33t_table }, ); cmp_deeply( $matches, $expected, $message, ) or explain $matches; } subtest 'scoring' => sub { subtest 'all variations' => sub { test_scoring( 'aaaaa',0,{},32 => 32, 'base guesses == rank', ); test_scoring( 'AAAaaa',0,{},32 => 1312, 'extra guesses are added for capitalization', ); test_scoring( 'aaa',1,{},32 => 64, 'guesses are doubled when word is reversed', ); test_scoring( 'aaa@@@',0,{'@'=>'a'},32 => 1312, 'extra guesses are added for common l33t substitutions', ); test_scoring( 'AaA@@@',0,{'@'=>'a'},32 => 3936, 'extra guesses are added for both capitalization and common l33t substitutions', ); }; subtest 'uppercase variations' => sub { test_scoring( '',0,{},1 => 1, 'empty string', ); test_scoring( 'a',0,{},1 => 1, 'lowercase letter', ); test_scoring( 'A',0,{},1 => 2, 'uppercase letter', ); test_scoring( 'abcdef',0,{},1 => 1, 'lowercase string', ); test_scoring( 'Abcdef',0,{},1 => 2, 'initial uppercase letter', ); test_scoring( 'abcdeF',0,{},1 => 2, 'final uppercase letter', ); test_scoring( 'ABCDEF',0,{},1 => 2, 'all uppercase string', ); test_scoring( 'aBcdef',0,{},1 => 6, 'middle uppercase letter', ); test_scoring( 'aBcDef',0,{},1 => 21, 'multiple uppercase letters', ); test_scoring( 'ABCDEf',0,{},1 => 6, 'all uppercase but last', ); test_scoring( 'aBCDEf',0,{},1 => 21, 'all uppercase but first & last', ); test_scoring( 'ABCdef',0,{},1 => 41, 'half uppercase, half lowercase', ); }; subtest 'l33t variations' => sub { test_scoring( '',0,{},1 => 1, 'empty string', ); test_scoring( 'a',0,{},1 => 1, 'single letter', ); test_scoring( '4',0,{4=>'a'},1 => 2, 'single letter, substituted', ); test_scoring( '4pple',0,{4=>'a'},1 => 2, 'word, one substition', ); test_scoring( 'abcet',0,{},1 => 1, 'word, no substitions', ); test_scoring( '4bcet',0,{4=>'a'},1 => 2, 'word, one substition', ); test_scoring( 'a8cet',0,{8=>'b'},1 => 2, 'word, one substition', ); test_scoring( 'abce+',0,{'+'=>'t'},1 => 2, 'word, one substition', ); test_scoring( '48cet',0,{4=>'a',8=>'b'},1 => 4, 'word, two different substitions', ); test_scoring( 'a4a4aa',0,{4=>'a'},1 => 21, 'word, two of the same substition', ); test_scoring( '4a4a44',0,{4=>'a'},1 => 21, 'word, all-but-two of the same substition', ); test_scoring( 'a44att+',0,{4=>'a','+'=>'t'},1 => 30, 'word, two substitions, two of each', ); test_scoring( 'Aa44aA',0,{},1 => 10, 'checking capitalization', ); test_scoring( 'Aa44aA',0,{4=>'a'},1 => 210, 'capitalisation should not affect the guesses', ); }; }; subtest 'making' => sub { subtest 'simple' => sub { my $dicts = { 'd1' => { 'motherboard' => 1, 'mother' => 2, 'board' => 3, 'abcd' => 4, 'cdef' => 5, }, 'd2' => { 'z' => 1, '8' => 2, '99' => 3, '$' => 4, 'asdf1234&*' => 5, }, }; test_making( 'motherboard',$dicts,{}, [ cmp_simple_match(0,5,'mother','d1',2), cmp_simple_match(0,10,'motherboard','d1',1), cmp_simple_match(6,10,'board','d1',3), ], 'words and parts should match', ); test_making( 'abcdef',$dicts,{}, [ cmp_simple_match(0,3,'abcd','d1',4), cmp_simple_match(2,5,'cdef','d1',5), ], 'overlapping words should match', ); test_making( 'BoaRdZ',$dicts,{}, [ cmp_simple_match(0,4,'BoaRd','d1',3), cmp_simple_match(5,5,'Z','d2',1), ], 'ignore case', ); my $word = 'asdf1234&*'; for my $combination (generate_combinations( $word, [qw(q %%)], [qw(% qq)] )) { my ($password, $i, $j) = @{$combination}; test_making( $password, $dicts,{}, [ cmp_simple_match($i,$j,$word,'d2',5), ], 'identifies words surrounded by non-words', ); } for my $name (keys %{$dicts}) { for my $word (keys %{$dicts->{$name}}) { # skip words that contain others next if $word eq 'motherboard'; my $rank = $dicts->{$name}{$word}; test_making( $word, $dicts,{}, [ cmp_simple_match(0,length($word)-1,$word,$name,$rank), ], 'matches against all words in provided dictionaries', ); } } test_making( 'wow',undef,undef, [ cmp_simple_match(0,2,'wow','us_tv_and_film',323), ], 'default dictionaries', ); }; subtest 'reversed' => sub { my $dicts = { d1 => { 123 => 1, 321 => 2, 456 => 3, 654 => 4, }, }; test_making( '0123456789',$dicts,{}, [ cmp_simple_match(1,3,'123','d1',1), cmp_rev_match(1,3,'321','d1',2), cmp_simple_match(4,6,'456','d1',3), cmp_rev_match(4,6,'654','d1',4), ], 'matches against reversed words', ); }; subtest 'l33t' => sub { my $table = { 'a' => ['4', '@'], 'c' => ['(', '{', '[', '<'], 'g' => ['6', '9'], 'o' => ['0'], }; my $dicts = { words => { aac => 1, password => 3, paassword => 4, asdf0 => 5, }, words2 => { cgo => 1 }, }; for my $case ( ['', {}], ['abcdefgo123578!#$&*)]}>', {}], ['a', {}], ['4', {a=>['4']}], ['4@', {a=>['4','@']}], ['4({60', {a=>['4'],c=>['(','{'],g=>['6'],o=>['0']}], ) { my ($password, $expected) = @{$case}; my $got = Data::Password::zxcvbn::Match::Dictionary->_relevant_l33t_subtable($password,$table); cmp_deeply( $got, $expected, 'reduces l33t table to only the substitutions that a password might be employing', ); } test_making( '',$dicts,$table, [], 'empty string never matches', ); test_making( 'password',$dicts,$table, [cmp_simple_match(0,7,'password','words',3)], 'pure dictionary words are not l33t-matched', ); test_making( 'p4ssword',$dicts,$table, [cmp_l33t_match(0,7,'p4ssword','words',3,{4=>'a'})], 'simple replacement', ); test_making( 'p4ssw0rd',$dicts,$table, [cmp_l33t_match(0,7,'p4ssw0rd','words',3,{4=>'a',0=>'o'})], 'double replacement', ); test_making( 'aSdfO{G0asDfO',$dicts,$table, [cmp_l33t_match(5,7,'{G0','words2',1,{'{'=>'c',0=>'o'})], 'substring + case', ); test_making( '@a(go{G0',$dicts,$table, [ cmp_l33t_match(0,2,'@a(','words',1,{'@'=>'a','('=>'c'}), cmp_l33t_match(2,4,'(go','words2',1,{'('=>'c'}), cmp_l33t_match(5,7,'{G0','words2',1,{'{'=>'c',0=>'o'}), ], 'overlapping matches', ); test_making( 'p4@ssword',$dicts,$table, [], "doesn't match when multiple l33t substitutions are needed for the same letter", ); test_making( '4 1 @',$dicts,$table, [], "doesn't match single-character l33ted words", ); # known issue: subsets of substitutions aren't tried. for # long inputs, trying every subset of every possible # substitution could quickly get large, but there might be a # performant way to fix. (so in this example: {4=>a, # '0'=>'o'} is detected as a possible sub, but the subset # {4=>'a'} isn't tried, missing the match for asdf0.) # # TODO: consider partially fixing by trying all subsets of # size 1 and maybe 2 test_making( '4sdf0',$dicts,$table, [], "doesn't match with subsets of possible l33t substitutions", ); }; }; done_testing; user_input.t100644001750001750 1012413500137732 26622 0ustar00dakkardakkar000000000000Data-Password-zxcvbn-1.0.4/t/tests/data/password/zxcvbn/match#!perl use strict; use warnings; use Test::Most; use lib 't/lib'; use Test::zxcvbn qw(cmp_match); use Data::Password::zxcvbn::Match::UserInput; use Data::Password::zxcvbn::MatchList; sub cmp_ui_match { my ($i,$j,$word,$dict,%etc) = @_; cmp_match( $i,$j,'UserInput', token => $word, dictionary_name => $dict, rank => 1, %etc ); } sub test_making_and_scoring { my ($password, $user_input, $expected_matches, $expected_guesses, $message) = @_; subtest $message => sub { my $matches = Data::Password::zxcvbn::Match::UserInput->make( $password, { user_input => $user_input }, ); cmp_deeply( $matches, $expected_matches, 'the matches should be as expected', ) or explain $matches; my $result = Data::Password::zxcvbn::MatchList->new({ password => $password, matches => $matches, })->most_guessable_match_list(1); cmp_deeply( $result->guesses, $expected_guesses, 'it should be very guessable', ) or explain $result; }; } subtest 'making' => sub { test_making_and_scoring( 'myname', { name => 'myname' }, [ cmp_ui_match(0,5,'myname','name') ], 1, 'simple match', ); test_making_and_scoring( 'myName', { name => 'Myname' }, [ cmp_ui_match(0,5,'myName','name') ], 6, 'simple match, capitalised input & case-insensitive matching', ); test_making_and_scoring( 'myname', { full_name => 'myname mysurname' }, [ cmp_ui_match(0,5,'myname','full_name') ], 1, 'simple word breaking', ); test_making_and_scoring( 'Some1234', { company => 'some-magic1234' }, [ cmp_ui_match(0,3,'Some','company'), cmp_ui_match(4,7,'1234','company'), ], 5000, # the password is not just a substring of the input 'more word breaking', ); test_making_and_scoring( 'some1234', { company => 'Some-Magic1234' }, [ cmp_ui_match(0,3,'some','company'), cmp_ui_match(4,7,'1234','company'), ], 5000, 'more word breaking, capitalised input & case-insensitive matching', ); test_making_and_scoring( 'dave99', { name => 'Mr Dave99 Smith' }, [ cmp_ui_match(0,3,'dave','name'), cmp_ui_match(0,5,'dave99','name'), cmp_ui_match(4,5,'99','name'), ], 1, 'alnum sequences should match, even when each al or num subsequence is short', ); test_making_and_scoring( 'Mr Dave99 Smith', { name => 'Mr Dave99 Smith' }, [ cmp_ui_match(0,1,'Mr','name'), cmp_ui_match(0,14,'Mr Dave99 Smith','name'), cmp_ui_match(2,2,' ','name'), cmp_ui_match(3,6,'Dave','name'), cmp_ui_match(3,8,'Dave99','name'), cmp_ui_match(7,8,'99','name'), cmp_ui_match(9,9,' ','name'), cmp_ui_match(10,14,'Smith','name'), ], 231, # I'm not sure why matching a rank-1 dictionary entry # produces such a high guesses estimate 'the whole input should always be an obvious guess', ); test_making_and_scoring( 'dave99', { name => 'dave99foo' }, [ cmp_ui_match(0,3,'dave','name'), cmp_ui_match(4,5,'99','name'), ], 5000, # the password cracker has to split & re-join the sub-sequences 'alnum sequences should match, even when the input contains longer sequence', ); test_making_and_scoring( 'u1t1o1', { name => 'u1t1o1' }, [ cmp_ui_match(0,0,'u','name'), cmp_ui_match(0,5,'u1t1o1','name'), cmp_ui_match(1,1,'1','name'), cmp_ui_match(2,2,'t','name'), cmp_ui_match(3,3,'1','name'), cmp_ui_match(4,4,'o','name'), cmp_ui_match(5,5,'1','name'), ], 1, 'extreme example of short sub-sequences', ); }; done_testing;