| 1 | #!/usr/bin/env python3
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| 2 |
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| 3 | stopwords = """'ll
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| 4 | 'tis
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| 5 | 'twas
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| 6 | 've
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| 7 | 10
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| 8 | 39
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| 9 | a
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| 10 | a's
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| 11 | able
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| 12 | ableabout
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| 13 | about
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| 14 | above
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| 15 | abroad
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| 16 | abst
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| 17 | accordance
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| 18 | according
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| 19 | accordingly
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| 20 | across
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| 21 | act
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| 22 | actually
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| 23 | ad
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| 24 | added
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| 25 | adj
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| 26 | adopted
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| 27 | ae
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| 28 | af
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| 29 | affected
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| 30 | affecting
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| 31 | affects
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| 32 | after
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| 33 | afterwards
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| 34 | ag
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| 35 | again
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| 36 | against
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| 37 | ago
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| 38 | ah
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| 39 | ahead
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| 40 | ai
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| 41 | ain't
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| 42 | aint
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| 43 | al
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| 44 | all
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| 45 | allow
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| 46 | allows
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| 47 | almost
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| 48 | alone
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| 49 | along
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| 50 | alongside
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| 51 | already
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| 52 | also
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| 53 | although
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| 54 | always
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| 55 | am
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| 56 | amid
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| 57 | amidst
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| 58 | among
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| 59 | amongst
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| 60 | amoungst
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| 61 | amount
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| 62 | an
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| 63 | and
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| 64 | announce
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| 65 | another
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| 66 | any
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| 67 | anybody
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| 68 | anyhow
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| 69 | anymore
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| 70 | anyone
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| 71 | anything
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| 72 | anyway
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| 73 | anyways
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| 74 | anywhere
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| 75 | ao
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| 76 | apart
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| 77 | apparently
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| 78 | appear
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| 79 | appreciate
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| 80 | appropriate
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| 81 | approximately
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| 82 | aq
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| 83 | ar
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| 84 | are
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| 85 | area
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| 86 | areas
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| 87 | aren
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| 88 | aren't
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| 89 | arent
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| 90 | arise
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| 91 | around
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| 92 | arpa
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| 93 | as
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| 94 | aside
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| 95 | ask
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| 96 | asked
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| 97 | asking
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| 98 | asks
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| 99 | associated
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| 100 | at
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| 101 | au
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| 102 | auth
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| 103 | available
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| 104 | aw
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| 105 | away
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| 106 | awfully
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| 107 | az
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| 108 | b
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| 109 | ba
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| 110 | back
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| 111 | backed
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| 112 | backing
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| 113 | backs
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| 114 | backward
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| 115 | backwards
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| 116 | bb
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| 117 | bd
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| 118 | be
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| 119 | became
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| 120 | because
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| 121 | become
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| 122 | becomes
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| 123 | becoming
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| 124 | been
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| 125 | before
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| 126 | beforehand
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| 127 | began
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| 128 | begin
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| 129 | beginning
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| 130 | beginnings
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| 131 | begins
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| 132 | behind
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| 133 | being
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| 134 | beings
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| 135 | believe
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| 136 | below
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| 137 | beside
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| 138 | besides
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| 139 | best
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| 140 | better
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| 141 | between
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| 142 | beyond
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| 143 | bf
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| 144 | bg
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| 145 | bh
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| 146 | bi
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| 147 | big
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| 148 | bill
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| 149 | billion
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| 150 | biol
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| 151 | bj
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| 152 | bm
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| 153 | bn
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| 154 | bo
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| 155 | both
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| 156 | bottom
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| 157 | br
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| 158 | brief
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| 159 | briefly
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| 160 | bs
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| 161 | bt
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| 162 | but
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| 163 | buy
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| 164 | bv
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| 165 | bw
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| 166 | by
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| 167 | bz
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| 168 | c
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| 169 | c'mon
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| 170 | c's
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| 171 | ca
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| 172 | call
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| 173 | came
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| 174 | can
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| 175 | can't
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| 176 | cannot
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| 177 | cant
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| 178 | caption
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| 179 | case
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| 180 | cases
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| 181 | cause
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| 182 | causes
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| 183 | cc
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| 184 | cd
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| 185 | certain
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| 186 | certainly
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| 187 | cf
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| 188 | cg
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| 189 | ch
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| 190 | changes
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| 191 | ci
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| 192 | ck
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| 193 | cl
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| 194 | clear
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| 195 | clearly
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| 196 | click
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| 197 | cm
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| 198 | cmon
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| 199 | cn
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| 200 | co
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| 201 | co.
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| 202 | com
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| 203 | come
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| 204 | comes
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| 205 | computer
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| 206 | con
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| 207 | concerning
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| 208 | consequently
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| 209 | consider
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| 210 | considering
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| 211 | contain
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| 212 | containing
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| 213 | contains
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| 214 | copy
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| 215 | corresponding
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| 216 | could
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| 217 | could've
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| 218 | couldn
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| 219 | couldn't
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| 220 | couldnt
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| 221 | course
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| 222 | cr
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| 223 | cry
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| 224 | cs
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| 225 | cu
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| 226 | currently
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| 227 | cv
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| 228 | cx
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| 229 | cy
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| 230 | cz
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| 231 | d
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| 232 | dare
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| 233 | daren't
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| 234 | darent
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| 235 | date
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| 236 | de
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| 237 | dear
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| 238 | definitely
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| 239 | describe
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| 240 | described
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| 241 | despite
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| 242 | detail
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| 243 | did
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| 244 | didn
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| 245 | didn't
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| 246 | didnt
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| 247 | differ
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| 248 | different
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| 249 | differently
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| 250 | directly
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| 251 | dj
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| 252 | dk
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| 253 | dm
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| 254 | do
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| 255 | does
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| 256 | doesn
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| 257 | doesn't
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| 258 | doesnt
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| 259 | doing
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| 260 | don
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| 261 | don't
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| 262 | done
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| 263 | dont
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| 264 | doubtful
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| 265 | down
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| 266 | downed
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| 267 | downing
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| 268 | downs
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| 269 | downwards
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| 270 | due
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| 271 | during
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| 272 | dz
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| 273 | e
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| 274 | each
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| 275 | early
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| 276 | ec
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| 277 | ed
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| 278 | edu
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| 279 | ee
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| 280 | effect
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| 281 | eg
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| 282 | eh
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| 283 | eight
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| 284 | eighty
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| 285 | either
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| 286 | eleven
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| 287 | else
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| 288 | elsewhere
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| 289 | empty
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| 290 | end
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| 291 | ended
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| 292 | ending
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| 293 | ends
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| 294 | enough
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| 295 | entirely
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| 296 | er
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| 297 | es
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| 298 | especially
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| 299 | et
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| 300 | et-al
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| 301 | etc
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| 302 | even
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| 303 | evenly
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| 304 | ever
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| 305 | evermore
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| 306 | every
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| 307 | everybody
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| 308 | everyone
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| 309 | everything
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| 310 | everywhere
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| 311 | ex
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| 312 | exactly
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| 313 | example
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| 314 | except
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| 315 | f
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| 316 | face
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| 317 | faces
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| 318 | fact
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| 319 | facts
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| 320 | fairly
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| 321 | far
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| 322 | farther
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| 323 | felt
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| 324 | few
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| 325 | fewer
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| 326 | ff
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| 327 | fi
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| 328 | fifteen
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| 329 | fifth
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| 330 | fifty
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| 331 | fify
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| 332 | fill
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| 333 | find
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| 334 | finds
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| 335 | fire
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| 336 | first
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| 337 | five
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| 338 | fix
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| 339 | fj
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| 340 | fk
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| 341 | fm
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| 342 | fo
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| 343 | followed
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| 344 | following
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| 345 | follows
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| 346 | for
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| 347 | forever
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| 348 | former
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| 349 | formerly
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| 350 | forth
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| 351 | forty
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| 352 | forward
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| 353 | found
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| 354 | four
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| 355 | fr
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| 356 | free
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| 357 | from
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| 358 | front
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| 359 | full
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| 360 | fully
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| 361 | further
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| 362 | furthered
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| 363 | furthering
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| 364 | furthermore
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| 365 | furthers
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| 366 | fx
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| 367 | g
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| 368 | ga
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| 369 | gave
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| 370 | gb
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| 371 | gd
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| 372 | ge
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| 373 | general
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| 374 | generally
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| 375 | get
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| 376 | gets
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| 377 | getting
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| 378 | gf
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| 379 | gg
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| 380 | gh
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| 381 | gi
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| 382 | give
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| 383 | given
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| 384 | gives
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| 385 | giving
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| 386 | gl
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| 387 | gm
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| 388 | gmt
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| 389 | gn
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| 390 | go
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| 391 | goes
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| 392 | going
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| 393 | gone
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| 394 | good
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| 395 | goods
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| 396 | got
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| 397 | gotten
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| 398 | gov
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| 399 | gp
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| 400 | gq
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| 401 | gr
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| 402 | great
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| 403 | greater
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| 404 | greatest
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| 405 | greetings
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| 406 | group
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| 407 | grouped
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| 408 | grouping
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| 409 | groups
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| 410 | gs
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| 411 | gt
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| 412 | gu
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| 413 | gw
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| 414 | gy
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| 415 | h
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| 416 | had
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| 417 | hadn't
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| 418 | hadnt
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| 419 | half
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| 420 | happens
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| 421 | hardly
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| 422 | has
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| 423 | hasn
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| 424 | hasn't
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| 425 | hasnt
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| 426 | have
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| 427 | haven
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| 428 | haven't
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| 429 | havent
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| 430 | having
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| 431 | he
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| 432 | he'd
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| 433 | he'll
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| 434 | he's
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| 435 | hed
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| 436 | hell
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| 437 | hello
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| 438 | help
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| 439 | hence
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| 440 | her
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| 441 | here
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| 442 | here's
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| 443 | hereafter
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| 444 | hereby
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| 445 | herein
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| 446 | heres
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| 447 | hereupon
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| 448 | hers
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| 449 | herself
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| 450 | herse”
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| 451 | hes
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| 452 | hi
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| 453 | hid
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| 454 | high
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| 455 | higher
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| 456 | highest
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| 457 | him
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| 458 | himself
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| 459 | himse”
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| 460 | his
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| 461 | hither
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| 462 | hk
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| 463 | hm
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| 464 | hn
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| 465 | home
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| 466 | homepage
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| 467 | hopefully
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| 468 | how
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| 469 | how'd
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| 470 | how'll
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| 471 | how's
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| 472 | howbeit
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| 473 | however
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| 474 | hr
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| 475 | ht
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| 476 | htm
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| 477 | html
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| 478 | http
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| 479 | hu
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| 480 | hundred
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| 481 | i
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| 482 | i'd
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| 483 | i'll
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| 484 | i'm
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| 485 | i've
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| 486 | i.e.
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| 487 | id
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| 488 | ie
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| 489 | if
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| 490 | ignored
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| 491 | ii
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| 492 | il
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| 493 | ill
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| 494 | im
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| 495 | immediate
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| 496 | immediately
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| 497 | importance
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| 498 | important
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| 499 | in
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| 500 | inasmuch
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| 501 | inc
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| 502 | inc.
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| 503 | indeed
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| 504 | index
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| 505 | indicate
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| 506 | indicated
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| 507 | indicates
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| 508 | information
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| 509 | inner
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| 510 | inside
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| 511 | insofar
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| 512 | instead
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| 513 | int
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| 514 | interest
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| 515 | interested
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| 516 | interesting
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| 517 | interests
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| 518 | into
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| 519 | invention
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| 520 | inward
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| 521 | io
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| 522 | iq
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| 523 | ir
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| 524 | is
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| 525 | isn
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| 526 | isn't
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| 527 | isnt
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| 528 | it
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| 529 | it'd
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| 530 | it'll
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| 531 | it's
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| 532 | itd
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| 533 | itll
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| 534 | its
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| 535 | itself
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| 536 | itse”
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| 537 | ive
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| 538 | j
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| 539 | je
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| 540 | jm
|
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| 541 | jo
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| 542 | join
|
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| 543 | jp
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| 544 | just
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| 545 | k
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| 546 | ke
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| 547 | keep
|
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| 548 | keeps
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| 549 | kept
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| 550 | keys
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| 551 | kg
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| 552 | kh
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| 553 | ki
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| 554 | kind
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| 555 | km
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| 556 | kn
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| 557 | knew
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| 558 | know
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| 559 | known
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| 560 | knows
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| 561 | kp
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| 562 | kr
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| 563 | kw
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| 564 | ky
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| 565 | kz
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| 566 | l
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| 567 | la
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| 568 | large
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| 569 | largely
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| 570 | last
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| 571 | lately
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| 572 | later
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| 573 | latest
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| 574 | latter
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| 575 | latterly
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| 576 | lb
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| 577 | lc
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| 578 | least
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| 579 | length
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| 580 | less
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| 581 | lest
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| 582 | let
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| 583 | let's
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| 584 | lets
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| 585 | li
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| 586 | like
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| 587 | liked
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| 588 | likely
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| 589 | likewise
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| 590 | line
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| 591 | little
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| 592 | lk
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| 593 | ll
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| 594 | long
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| 595 | longer
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| 596 | longest
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| 597 | look
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| 598 | looking
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| 599 | looks
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| 600 | low
|
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| 601 | lower
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| 602 | lr
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| 603 | ls
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| 604 | lt
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| 605 | ltd
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| 606 | lu
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| 607 | lv
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| 608 | ly
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| 609 | m
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| 610 | ma
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| 611 | made
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| 612 | mainly
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| 613 | make
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|---|
| 614 | makes
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| 615 | making
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| 616 | man
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|---|
| 617 | many
|
|---|
| 618 | may
|
|---|
| 619 | maybe
|
|---|
| 620 | mayn't
|
|---|
| 621 | maynt
|
|---|
| 622 | mc
|
|---|
| 623 | md
|
|---|
| 624 | me
|
|---|
| 625 | mean
|
|---|
| 626 | means
|
|---|
| 627 | meantime
|
|---|
| 628 | meanwhile
|
|---|
| 629 | member
|
|---|
| 630 | members
|
|---|
| 631 | men
|
|---|
| 632 | merely
|
|---|
| 633 | mg
|
|---|
| 634 | mh
|
|---|
| 635 | microsoft
|
|---|
| 636 | might
|
|---|
| 637 | might've
|
|---|
| 638 | mightn't
|
|---|
| 639 | mightnt
|
|---|
| 640 | mil
|
|---|
| 641 | mill
|
|---|
| 642 | million
|
|---|
| 643 | mine
|
|---|
| 644 | minus
|
|---|
| 645 | miss
|
|---|
| 646 | mk
|
|---|
| 647 | ml
|
|---|
| 648 | mm
|
|---|
| 649 | mn
|
|---|
| 650 | mo
|
|---|
| 651 | more
|
|---|
| 652 | moreover
|
|---|
| 653 | most
|
|---|
| 654 | mostly
|
|---|
| 655 | move
|
|---|
| 656 | mp
|
|---|
| 657 | mq
|
|---|
| 658 | mr
|
|---|
| 659 | mrs
|
|---|
| 660 | ms
|
|---|
| 661 | msie
|
|---|
| 662 | mt
|
|---|
| 663 | mu
|
|---|
| 664 | much
|
|---|
| 665 | mug
|
|---|
| 666 | must
|
|---|
| 667 | must've
|
|---|
| 668 | mustn't
|
|---|
| 669 | mustnt
|
|---|
| 670 | mv
|
|---|
| 671 | mw
|
|---|
| 672 | mx
|
|---|
| 673 | my
|
|---|
| 674 | myself
|
|---|
| 675 | myse”
|
|---|
| 676 | mz
|
|---|
| 677 | n
|
|---|
| 678 | na
|
|---|
| 679 | name
|
|---|
| 680 | namely
|
|---|
| 681 | nay
|
|---|
| 682 | nc
|
|---|
| 683 | nd
|
|---|
| 684 | ne
|
|---|
| 685 | near
|
|---|
| 686 | nearly
|
|---|
| 687 | necessarily
|
|---|
| 688 | necessary
|
|---|
| 689 | need
|
|---|
| 690 | needed
|
|---|
| 691 | needing
|
|---|
| 692 | needn't
|
|---|
| 693 | neednt
|
|---|
| 694 | needs
|
|---|
| 695 | neither
|
|---|
| 696 | net
|
|---|
| 697 | netscape
|
|---|
| 698 | never
|
|---|
| 699 | neverf
|
|---|
| 700 | neverless
|
|---|
| 701 | nevertheless
|
|---|
| 702 | new
|
|---|
| 703 | newer
|
|---|
| 704 | newest
|
|---|
| 705 | next
|
|---|
| 706 | nf
|
|---|
| 707 | ng
|
|---|
| 708 | ni
|
|---|
| 709 | nine
|
|---|
| 710 | ninety
|
|---|
| 711 | nl
|
|---|
| 712 | no
|
|---|
| 713 | no-one
|
|---|
| 714 | nobody
|
|---|
| 715 | non
|
|---|
| 716 | none
|
|---|
| 717 | nonetheless
|
|---|
| 718 | noone
|
|---|
| 719 | nor
|
|---|
| 720 | normally
|
|---|
| 721 | nos
|
|---|
| 722 | not
|
|---|
| 723 | noted
|
|---|
| 724 | nothing
|
|---|
| 725 | notwithstanding
|
|---|
| 726 | novel
|
|---|
| 727 | now
|
|---|
| 728 | nowhere
|
|---|
| 729 | np
|
|---|
| 730 | nr
|
|---|
| 731 | nu
|
|---|
| 732 | null
|
|---|
| 733 | number
|
|---|
| 734 | numbers
|
|---|
| 735 | nz
|
|---|
| 736 | o
|
|---|
| 737 | obtain
|
|---|
| 738 | obtained
|
|---|
| 739 | obviously
|
|---|
| 740 | of
|
|---|
| 741 | off
|
|---|
| 742 | often
|
|---|
| 743 | oh
|
|---|
| 744 | ok
|
|---|
| 745 | okay
|
|---|
| 746 | old
|
|---|
| 747 | older
|
|---|
| 748 | oldest
|
|---|
| 749 | om
|
|---|
| 750 | omitted
|
|---|
| 751 | on
|
|---|
| 752 | once
|
|---|
| 753 | one
|
|---|
| 754 | one's
|
|---|
| 755 | ones
|
|---|
| 756 | only
|
|---|
| 757 | onto
|
|---|
| 758 | open
|
|---|
| 759 | opened
|
|---|
| 760 | opening
|
|---|
| 761 | opens
|
|---|
| 762 | opposite
|
|---|
| 763 | or
|
|---|
| 764 | ord
|
|---|
| 765 | order
|
|---|
| 766 | ordered
|
|---|
| 767 | ordering
|
|---|
| 768 | orders
|
|---|
| 769 | org
|
|---|
| 770 | other
|
|---|
| 771 | others
|
|---|
| 772 | otherwise
|
|---|
| 773 | ought
|
|---|
| 774 | oughtn't
|
|---|
| 775 | oughtnt
|
|---|
| 776 | our
|
|---|
| 777 | ours
|
|---|
| 778 | ourselves
|
|---|
| 779 | out
|
|---|
| 780 | outside
|
|---|
| 781 | over
|
|---|
| 782 | overall
|
|---|
| 783 | owing
|
|---|
| 784 | own
|
|---|
| 785 | p
|
|---|
| 786 | pa
|
|---|
| 787 | page
|
|---|
| 788 | pages
|
|---|
| 789 | part
|
|---|
| 790 | parted
|
|---|
| 791 | particular
|
|---|
| 792 | particularly
|
|---|
| 793 | parting
|
|---|
| 794 | parts
|
|---|
| 795 | past
|
|---|
| 796 | pe
|
|---|
| 797 | per
|
|---|
| 798 | perhaps
|
|---|
| 799 | pf
|
|---|
| 800 | pg
|
|---|
| 801 | ph
|
|---|
| 802 | pk
|
|---|
| 803 | pl
|
|---|
| 804 | place
|
|---|
| 805 | placed
|
|---|
| 806 | places
|
|---|
| 807 | please
|
|---|
| 808 | plus
|
|---|
| 809 | pm
|
|---|
| 810 | pmid
|
|---|
| 811 | pn
|
|---|
| 812 | point
|
|---|
| 813 | pointed
|
|---|
| 814 | pointing
|
|---|
| 815 | points
|
|---|
| 816 | poorly
|
|---|
| 817 | possible
|
|---|
| 818 | possibly
|
|---|
| 819 | potentially
|
|---|
| 820 | pp
|
|---|
| 821 | pr
|
|---|
| 822 | predominantly
|
|---|
| 823 | present
|
|---|
| 824 | presented
|
|---|
| 825 | presenting
|
|---|
| 826 | presents
|
|---|
| 827 | presumably
|
|---|
| 828 | previously
|
|---|
| 829 | primarily
|
|---|
| 830 | probably
|
|---|
| 831 | problem
|
|---|
| 832 | problems
|
|---|
| 833 | promptly
|
|---|
| 834 | proud
|
|---|
| 835 | provided
|
|---|
| 836 | provides
|
|---|
| 837 | pt
|
|---|
| 838 | put
|
|---|
| 839 | puts
|
|---|
| 840 | pw
|
|---|
| 841 | py
|
|---|
| 842 | q
|
|---|
| 843 | qa
|
|---|
| 844 | que
|
|---|
| 845 | quickly
|
|---|
| 846 | quite
|
|---|
| 847 | qv
|
|---|
| 848 | r
|
|---|
| 849 | ran
|
|---|
| 850 | rather
|
|---|
| 851 | rd
|
|---|
| 852 | re
|
|---|
| 853 | readily
|
|---|
| 854 | really
|
|---|
| 855 | reasonably
|
|---|
| 856 | recent
|
|---|
| 857 | recently
|
|---|
| 858 | ref
|
|---|
| 859 | refs
|
|---|
| 860 | regarding
|
|---|
| 861 | regardless
|
|---|
| 862 | regards
|
|---|
| 863 | related
|
|---|
| 864 | relatively
|
|---|
| 865 | research
|
|---|
| 866 | reserved
|
|---|
| 867 | respectively
|
|---|
| 868 | resulted
|
|---|
| 869 | resulting
|
|---|
| 870 | results
|
|---|
| 871 | right
|
|---|
| 872 | ring
|
|---|
| 873 | ro
|
|---|
| 874 | room
|
|---|
| 875 | rooms
|
|---|
| 876 | round
|
|---|
| 877 | ru
|
|---|
| 878 | run
|
|---|
| 879 | rw
|
|---|
| 880 | s
|
|---|
| 881 | sa
|
|---|
| 882 | said
|
|---|
| 883 | same
|
|---|
| 884 | saw
|
|---|
| 885 | say
|
|---|
| 886 | saying
|
|---|
| 887 | says
|
|---|
| 888 | sb
|
|---|
| 889 | sc
|
|---|
| 890 | sd
|
|---|
| 891 | se
|
|---|
| 892 | sec
|
|---|
| 893 | second
|
|---|
| 894 | secondly
|
|---|
| 895 | seconds
|
|---|
| 896 | section
|
|---|
| 897 | see
|
|---|
| 898 | seeing
|
|---|
| 899 | seem
|
|---|
| 900 | seemed
|
|---|
| 901 | seeming
|
|---|
| 902 | seems
|
|---|
| 903 | seen
|
|---|
| 904 | sees
|
|---|
| 905 | self
|
|---|
| 906 | selves
|
|---|
| 907 | sensible
|
|---|
| 908 | sent
|
|---|
| 909 | serious
|
|---|
| 910 | seriously
|
|---|
| 911 | seven
|
|---|
| 912 | seventy
|
|---|
| 913 | several
|
|---|
| 914 | sg
|
|---|
| 915 | sh
|
|---|
| 916 | shall
|
|---|
| 917 | shan't
|
|---|
| 918 | shant
|
|---|
| 919 | she
|
|---|
| 920 | she'd
|
|---|
| 921 | she'll
|
|---|
| 922 | she's
|
|---|
| 923 | shed
|
|---|
| 924 | shell
|
|---|
| 925 | shes
|
|---|
| 926 | should
|
|---|
| 927 | should've
|
|---|
| 928 | shouldn
|
|---|
| 929 | shouldn't
|
|---|
| 930 | shouldnt
|
|---|
| 931 | show
|
|---|
| 932 | showed
|
|---|
| 933 | showing
|
|---|
| 934 | shown
|
|---|
| 935 | showns
|
|---|
| 936 | shows
|
|---|
| 937 | si
|
|---|
| 938 | side
|
|---|
| 939 | sides
|
|---|
| 940 | significant
|
|---|
| 941 | significantly
|
|---|
| 942 | similar
|
|---|
| 943 | similarly
|
|---|
| 944 | since
|
|---|
| 945 | sincere
|
|---|
| 946 | site
|
|---|
| 947 | six
|
|---|
| 948 | sixty
|
|---|
| 949 | sj
|
|---|
| 950 | sk
|
|---|
| 951 | sl
|
|---|
| 952 | slightly
|
|---|
| 953 | sm
|
|---|
| 954 | small
|
|---|
| 955 | smaller
|
|---|
| 956 | smallest
|
|---|
| 957 | sn
|
|---|
| 958 | so
|
|---|
| 959 | some
|
|---|
| 960 | somebody
|
|---|
| 961 | someday
|
|---|
| 962 | somehow
|
|---|
| 963 | someone
|
|---|
| 964 | somethan
|
|---|
| 965 | something
|
|---|
| 966 | sometime
|
|---|
| 967 | sometimes
|
|---|
| 968 | somewhat
|
|---|
| 969 | somewhere
|
|---|
| 970 | soon
|
|---|
| 971 | sorry
|
|---|
| 972 | specifically
|
|---|
| 973 | specified
|
|---|
| 974 | specify
|
|---|
| 975 | specifying
|
|---|
| 976 | sr
|
|---|
| 977 | st
|
|---|
| 978 | state
|
|---|
| 979 | states
|
|---|
| 980 | still
|
|---|
| 981 | stop
|
|---|
| 982 | strongly
|
|---|
| 983 | su
|
|---|
| 984 | sub
|
|---|
| 985 | substantially
|
|---|
| 986 | successfully
|
|---|
| 987 | such
|
|---|
| 988 | sufficiently
|
|---|
| 989 | suggest
|
|---|
| 990 | sup
|
|---|
| 991 | sure
|
|---|
| 992 | sv
|
|---|
| 993 | sy
|
|---|
| 994 | system
|
|---|
| 995 | sz
|
|---|
| 996 | t
|
|---|
| 997 | t's
|
|---|
| 998 | take
|
|---|
| 999 | taken
|
|---|
| 1000 | taking
|
|---|
| 1001 | tc
|
|---|
| 1002 | td
|
|---|
| 1003 | tell
|
|---|
| 1004 | ten
|
|---|
| 1005 | tends
|
|---|
| 1006 | test
|
|---|
| 1007 | text
|
|---|
| 1008 | tf
|
|---|
| 1009 | tg
|
|---|
| 1010 | th
|
|---|
| 1011 | than
|
|---|
| 1012 | thank
|
|---|
| 1013 | thanks
|
|---|
| 1014 | thanx
|
|---|
| 1015 | that
|
|---|
| 1016 | that'll
|
|---|
| 1017 | that's
|
|---|
| 1018 | that've
|
|---|
| 1019 | thatll
|
|---|
| 1020 | thats
|
|---|
| 1021 | thatve
|
|---|
| 1022 | the
|
|---|
| 1023 | their
|
|---|
| 1024 | theirs
|
|---|
| 1025 | them
|
|---|
| 1026 | themselves
|
|---|
| 1027 | then
|
|---|
| 1028 | thence
|
|---|
| 1029 | there
|
|---|
| 1030 | there'd
|
|---|
| 1031 | there'll
|
|---|
| 1032 | there're
|
|---|
| 1033 | there's
|
|---|
| 1034 | there've
|
|---|
| 1035 | thereafter
|
|---|
| 1036 | thereby
|
|---|
| 1037 | thered
|
|---|
| 1038 | therefore
|
|---|
| 1039 | therein
|
|---|
| 1040 | therell
|
|---|
| 1041 | thereof
|
|---|
| 1042 | therere
|
|---|
| 1043 | theres
|
|---|
| 1044 | thereto
|
|---|
| 1045 | thereupon
|
|---|
| 1046 | thereve
|
|---|
| 1047 | these
|
|---|
| 1048 | they
|
|---|
| 1049 | they'd
|
|---|
| 1050 | they'll
|
|---|
| 1051 | they're
|
|---|
| 1052 | they've
|
|---|
| 1053 | theyd
|
|---|
| 1054 | theyll
|
|---|
| 1055 | theyre
|
|---|
| 1056 | theyve
|
|---|
| 1057 | thick
|
|---|
| 1058 | thin
|
|---|
| 1059 | thing
|
|---|
| 1060 | things
|
|---|
| 1061 | think
|
|---|
| 1062 | thinks
|
|---|
| 1063 | third
|
|---|
| 1064 | thirty
|
|---|
| 1065 | this
|
|---|
| 1066 | thorough
|
|---|
| 1067 | thoroughly
|
|---|
| 1068 | those
|
|---|
| 1069 | thou
|
|---|
| 1070 | though
|
|---|
| 1071 | thoughh
|
|---|
| 1072 | thought
|
|---|
| 1073 | thoughts
|
|---|
| 1074 | thousand
|
|---|
| 1075 | three
|
|---|
| 1076 | throug
|
|---|
| 1077 | through
|
|---|
| 1078 | throughout
|
|---|
| 1079 | thru
|
|---|
| 1080 | thus
|
|---|
| 1081 | til
|
|---|
| 1082 | till
|
|---|
| 1083 | tip
|
|---|
| 1084 | tis
|
|---|
| 1085 | tj
|
|---|
| 1086 | tk
|
|---|
| 1087 | tm
|
|---|
| 1088 | tn
|
|---|
| 1089 | to
|
|---|
| 1090 | today
|
|---|
| 1091 | together
|
|---|
| 1092 | too
|
|---|
| 1093 | took
|
|---|
| 1094 | top
|
|---|
| 1095 | toward
|
|---|
| 1096 | towards
|
|---|
| 1097 | tp
|
|---|
| 1098 | tr
|
|---|
| 1099 | tried
|
|---|
| 1100 | tries
|
|---|
| 1101 | trillion
|
|---|
| 1102 | truly
|
|---|
| 1103 | try
|
|---|
| 1104 | trying
|
|---|
| 1105 | ts
|
|---|
| 1106 | tt
|
|---|
| 1107 | turn
|
|---|
| 1108 | turned
|
|---|
| 1109 | turning
|
|---|
| 1110 | turns
|
|---|
| 1111 | tv
|
|---|
| 1112 | tw
|
|---|
| 1113 | twas
|
|---|
| 1114 | twelve
|
|---|
| 1115 | twenty
|
|---|
| 1116 | twice
|
|---|
| 1117 | two
|
|---|
| 1118 | tz
|
|---|
| 1119 | u
|
|---|
| 1120 | ua
|
|---|
| 1121 | ug
|
|---|
| 1122 | uk
|
|---|
| 1123 | um
|
|---|
| 1124 | un
|
|---|
| 1125 | under
|
|---|
| 1126 | underneath
|
|---|
| 1127 | undoing
|
|---|
| 1128 | unfortunately
|
|---|
| 1129 | unless
|
|---|
| 1130 | unlike
|
|---|
| 1131 | unlikely
|
|---|
| 1132 | until
|
|---|
| 1133 | unto
|
|---|
| 1134 | up
|
|---|
| 1135 | upon
|
|---|
| 1136 | ups
|
|---|
| 1137 | upwards
|
|---|
| 1138 | us
|
|---|
| 1139 | use
|
|---|
| 1140 | used
|
|---|
| 1141 | useful
|
|---|
| 1142 | usefully
|
|---|
| 1143 | usefulness
|
|---|
| 1144 | uses
|
|---|
| 1145 | using
|
|---|
| 1146 | usually
|
|---|
| 1147 | uucp
|
|---|
| 1148 | uy
|
|---|
| 1149 | uz
|
|---|
| 1150 | v
|
|---|
| 1151 | va
|
|---|
| 1152 | value
|
|---|
| 1153 | various
|
|---|
| 1154 | vc
|
|---|
| 1155 | ve
|
|---|
| 1156 | versus
|
|---|
| 1157 | very
|
|---|
| 1158 | vg
|
|---|
| 1159 | vi
|
|---|
| 1160 | via
|
|---|
| 1161 | viz
|
|---|
| 1162 | vn
|
|---|
| 1163 | vol
|
|---|
| 1164 | vols
|
|---|
| 1165 | vs
|
|---|
| 1166 | vu
|
|---|
| 1167 | w
|
|---|
| 1168 | want
|
|---|
| 1169 | wanted
|
|---|
| 1170 | wanting
|
|---|
| 1171 | wants
|
|---|
| 1172 | was
|
|---|
| 1173 | wasn
|
|---|
| 1174 | wasn't
|
|---|
| 1175 | wasnt
|
|---|
| 1176 | way
|
|---|
| 1177 | ways
|
|---|
| 1178 | we
|
|---|
| 1179 | we'd
|
|---|
| 1180 | we'll
|
|---|
| 1181 | we're
|
|---|
| 1182 | we've
|
|---|
| 1183 | web
|
|---|
| 1184 | webpage
|
|---|
| 1185 | website
|
|---|
| 1186 | wed
|
|---|
| 1187 | welcome
|
|---|
| 1188 | well
|
|---|
| 1189 | wells
|
|---|
| 1190 | went
|
|---|
| 1191 | were
|
|---|
| 1192 | weren
|
|---|
| 1193 | weren't
|
|---|
| 1194 | werent
|
|---|
| 1195 | weve
|
|---|
| 1196 | wf
|
|---|
| 1197 | what
|
|---|
| 1198 | what'd
|
|---|
| 1199 | what'll
|
|---|
| 1200 | what's
|
|---|
| 1201 | what've
|
|---|
| 1202 | whatever
|
|---|
| 1203 | whatll
|
|---|
| 1204 | whats
|
|---|
| 1205 | whatve
|
|---|
| 1206 | when
|
|---|
| 1207 | when'd
|
|---|
| 1208 | when'll
|
|---|
| 1209 | when's
|
|---|
| 1210 | whence
|
|---|
| 1211 | whenever
|
|---|
| 1212 | where
|
|---|
| 1213 | where'd
|
|---|
| 1214 | where'll
|
|---|
| 1215 | where's
|
|---|
| 1216 | whereafter
|
|---|
| 1217 | whereas
|
|---|
| 1218 | whereby
|
|---|
| 1219 | wherein
|
|---|
| 1220 | wheres
|
|---|
| 1221 | whereupon
|
|---|
| 1222 | wherever
|
|---|
| 1223 | whether
|
|---|
| 1224 | which
|
|---|
| 1225 | whichever
|
|---|
| 1226 | while
|
|---|
| 1227 | whilst
|
|---|
| 1228 | whim
|
|---|
| 1229 | whither
|
|---|
| 1230 | who
|
|---|
| 1231 | who'd
|
|---|
| 1232 | who'll
|
|---|
| 1233 | who's
|
|---|
| 1234 | whod
|
|---|
| 1235 | whoever
|
|---|
| 1236 | whole
|
|---|
| 1237 | wholl
|
|---|
| 1238 | whom
|
|---|
| 1239 | whomever
|
|---|
| 1240 | whos
|
|---|
| 1241 | whose
|
|---|
| 1242 | why
|
|---|
| 1243 | why'd
|
|---|
| 1244 | why'll
|
|---|
| 1245 | why's
|
|---|
| 1246 | widely
|
|---|
| 1247 | width
|
|---|
| 1248 | will
|
|---|
| 1249 | willing
|
|---|
| 1250 | wish
|
|---|
| 1251 | with
|
|---|
| 1252 | within
|
|---|
| 1253 | without
|
|---|
| 1254 | won
|
|---|
| 1255 | won't
|
|---|
| 1256 | wonder
|
|---|
| 1257 | wont
|
|---|
| 1258 | words
|
|---|
| 1259 | work
|
|---|
| 1260 | worked
|
|---|
| 1261 | working
|
|---|
| 1262 | works
|
|---|
| 1263 | world
|
|---|
| 1264 | would
|
|---|
| 1265 | would've
|
|---|
| 1266 | wouldn
|
|---|
| 1267 | wouldn't
|
|---|
| 1268 | wouldnt
|
|---|
| 1269 | ws
|
|---|
| 1270 | www
|
|---|
| 1271 | x
|
|---|
| 1272 | y
|
|---|
| 1273 | ye
|
|---|
| 1274 | year
|
|---|
| 1275 | years
|
|---|
| 1276 | yes
|
|---|
| 1277 | yet
|
|---|
| 1278 | you
|
|---|
| 1279 | you'd
|
|---|
| 1280 | you'll
|
|---|
| 1281 | you're
|
|---|
| 1282 | you've
|
|---|
| 1283 | youd
|
|---|
| 1284 | youll
|
|---|
| 1285 | young
|
|---|
| 1286 | younger
|
|---|
| 1287 | youngest
|
|---|
| 1288 | your
|
|---|
| 1289 | youre
|
|---|
| 1290 | yours
|
|---|
| 1291 | yourself
|
|---|
| 1292 | yourselves
|
|---|
| 1293 | youve
|
|---|
| 1294 | yt
|
|---|
| 1295 | yu
|
|---|
| 1296 | z
|
|---|
| 1297 | za
|
|---|
| 1298 | zero
|
|---|
| 1299 | zm
|
|---|
| 1300 | zr
|
|---|
| 1301 | """
|
|---|
| 1302 |
|
|---|
| 1303 | import xapian
|
|---|
| 1304 | db = xapian.WritableDatabase("test.xapiandb.tmp", xapian.DB_CREATE_OR_OVERWRITE | xapian.DB_NO_TERMLIST)
|
|---|
| 1305 | db.set_metadata("valuesmap", "title:0;targetPath:1")
|
|---|
| 1306 | db.set_metadata("kind", "title")
|
|---|
| 1307 | db.set_metadata("data", "fullPath")
|
|---|
| 1308 | db.set_metadata("language", "en")
|
|---|
| 1309 | db.set_metadata("stopwords", stopwords)
|
|---|
| 1310 | stemmer = xapian.Stem("en")
|
|---|
| 1311 | indexer = xapian.TermGenerator()
|
|---|
| 1312 | indexer.set_max_word_length(240)
|
|---|
| 1313 | indexer.set_flags(indexer.FLAG_CJK_NGRAM)
|
|---|
| 1314 | indexer.set_stemmer(stemmer)
|
|---|
| 1315 | indexer.set_stemming_strategy(indexer.STEM_SOME)
|
|---|
| 1316 | doc = xapian.Document()
|
|---|
| 1317 | doc.clear_values()
|
|---|
| 1318 | doc.set_data("C/p")
|
|---|
| 1319 | indexer.set_document(doc)
|
|---|
| 1320 | doc.add_value(0, "awordthatis240characterslonggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggg awordthatis240characterslonggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggg")
|
|---|
| 1321 | doc.add_value(1, "p")
|
|---|
| 1322 | indexer.index_text("0posanchor awordthatis240characterslonggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggg awordthatis240characterslonggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggggg", 1)
|
|---|
| 1323 | db.add_document(doc)
|
|---|
| 1324 | db.commit()
|
|---|
| 1325 | db.compact("test.xapiandb", xapian.DBCOMPACT_SINGLE_FILE|xapian.Compactor.FULLER)
|
|---|
| 1326 | db.close()
|
|---|
