Google Books Ngram Viewer

The Google Books Ngram Viewer is optimized for quick inquiries into the usage of small sets of phrases. If you're interested in performing a large scale analysis on the underlying data, you might prefer to download a portion of the corpora yourself. Or all of it, if you have the bandwidth and space. We're happy to oblige.

These datasets were generated in July 2012 (Version 2) and July 2009 (Version 1); we will update these datasets as our book scanning continues, and the updated versions will have distinct and persistent version identifiers (20120701 and 20090715 for the current sets).

Each of the numbered links below will directly download a fragment of the corpus. In Version 2 the ngrams are grouped alphabetically (languages with non-Latin scripts were transliterated); in Version 1 the ngrams are partitioned into files of equal size. In addition, for each corpus we provide a file named total_counts, which records the total number of 1-grams contained in the books that make up the corpus. This file is useful for computing the relative frequencies of ngrams.

A summary of how the corpora were constructed can be found here. We explain it in greater depth here (Version 2) and here (Version 1). In both, we point out that we've included only ngrams that appear over 40 times across the corpus. That's why the sum of the 1-gram occurrences in any given corpus is smaller than the number given in the total_counts file.

File format: Each of the files below is compressed tab-separated data. In Version 2 each line has the following format:

ngram TAB year TAB match_count TAB volume_count NEWLINE

As an example, here are the 3,000,000th and 3,000,001st lines from the a file of the English 1-grams (googlebooks-eng-all-1gram-20120701-a.gz):

circumvallate   1978   335    91
circumvallate   1979   261    91

The first line tells us that in 1978, the word "circumvallate" (which means "surround with a rampart or other fortification", in case you were wondering) occurred 335 times overall, in 91 distinct books of our sample.

The files vary widely in size because some patterns of letters are more common than others: the "na" file will be larger than the "ng" file since so many more words begin with "na" than "ng". Files with a letter followed by an underscore (e.g., s_) contain ngrams that begin with the first letter, but have an unusual second character.

We've included separate files for ngrams that start with punctuation or with other non-alphanumeric characters. Finally, we have separate files for ngrams in which the first word is a part of speech tag (e.g., _ADJ_, _ADP_).

In Version 1, the format is similar, but we also include the number of pages each ngram occurred on:

ngram TAB year TAB match_count TAB page_count TAB volume_count NEWLINE

Here's the 9,000,000th line from file 0 of the English 5-grams (googlebooks-eng-all-5gram-20090715-0.csv.zip):

analysis is often described as  1991  1   1   1

In 1991, the phrase "analysis is often described as" occurred one time (that's the first 1), and on one page (the second 1), and in one book (the third 1). We do not provide page counts in Version 2 since we extract ngrams that span page boundaries.

The ngrams inside each file in Version 1 are sorted alphabetically and then chronologically. Note that the files themselves aren't ordered with respect to one another. A French two word phrase starting with 'm' will be in the middle of one of the French 2-gram files, but there's no way to know which without checking them all.

The format of the total_counts files are similar, except that the ngram field is absent and there is one triplet of values (match_count, page_count, volume_count) per year.

Usage: This compilation is licensed under a Creative Commons Attribution 3.0 Unported License.

English

Version 20120701

total_counts

1-grams 0 1 2 3 4 5 6 7 8 9 a b c d e f g h i j k l m n o other p pos punctuation q r s t u v w x y z

2-grams 0 1 2 3 4 5 6 7 8 9 _ADJ_ _ADP_ _ADV_ _CONJ_ _DET_ _NOUN_ _NUM_ _PRON_ _PRT_ _VERB_ a_ aa ab ac ad ae af ag ah ai aj ak al am an ao ap aq ar as at au av aw ax ay az b_ ba bb bc bd be bf bg bh bi bj bk bl bm bn bo bp bq br bs bt bu bv bw bx by bz c_ ca cb cc cd ce cf cg ch ci cj ck cl cm cn co cp cq cr cs ct cu cv cw cx cy cz d_ da db dc dd de df dg dh di dj dk dl dm dn do dp dq dr ds dt du dv dw dx dy dz e_ ea eb ec ed ee ef eg eh ei ej ek el em en eo ep eq er es et eu ev ew ex ey ez f_ fa fb fc fd fe ff fg fh fi fj fk fl fm fn fo fp fq fr fs ft fu fv fw fx fy fz g_ ga gb gc gd ge gf gg gh gi gj gk gl gm gn go gp gq gr gs gt gu gv gw gx gy gz h_ ha hb hc hd he hf hg hh hi hj hk hl hm hn ho hp hq hr hs ht hu hv hw hx hy hz i_ ia ib ic id ie if ig ih ii ij ik il im in io ip iq ir is it iu iv iw ix iy iz j_ ja jb jc jd je jf jg jh ji jj jk jl jm jn jo jp jq jr js jt ju jv jw jx jy jz k_ ka kb kc kd ke kf kg kh ki kj kk kl km kn ko kp kq kr ks kt ku kv kw kx ky kz l_ la lb lc ld le lf lg lh li lj lk ll lm ln lo lp lq lr ls lt lu lv lw lx ly lz m_ ma mb mc md me mf mg mh mi mj mk ml mm mn mo mp mq mr ms mt mu mv mw mx my mz n_ na nb nc nd ne nf ng nh ni nj nk nl nm nn no np nq nr ns nt nu nv nw nx ny nz o_ oa ob oc od oe of og oh oi oj ok ol om on oo op oq or os ot other ou ov ow ox oy oz p_ pa pb pc pd pe pf pg ph pi pj pk pl pm pn po pp pq pr ps pt pu punctuation pv pw px py pz q_ qa qb qc qd qe qf qg qh qi qj qk ql qm qn qo qp qq qr qs qt qu qv qw qx qy qz r_ ra rb rc rd re rf rg rh ri rj rk rl rm rn ro rp rq rr rs rt ru rv rw rx ry rz s_ sa sb sc sd se sf sg sh si sj sk sl sm sn so sp sq sr ss st su sv sw sx sy sz t_ ta tb tc td te tf tg th ti tj tk tl tm tn to tp tq tr ts tt tu tv tw tx ty tz u_ ua ub uc ud ue uf ug uh ui uj uk ul um un uo up uq ur us ut uu uv uw ux uy uz v_ va vb vc vd ve vf vg vh vi vj vk vl vm vn vo vp vq vr vs vt vu vv vw vx vy vz w_ wa wb wc wd we wf wg wh wi wj wk wl wm wn wo wp wq wr ws wt wu wv ww wx wy wz x_ xa xb xc xd xe xf xg xh xi xj xk xl xm xn xo xp xq xr xs xt xu xv xw xx xy xz y_ ya yb yc yd ye yf yg yh yi yj yk yl ym yn yo yp yq yr ys yt yu yv yw yx yy yz z_ za zb zc zd ze zf zg zh zi zj zk zl zm zn zo zp zq zr zs zt zu zv zw zx zy zz

3-grams 0 1 2 3 4 5 6 7 8 9 _ADJ_ _ADP_ _ADV_ _CONJ_ _DET_ _NOUN_ _NUM_ _PRON_ _PRT_ _VERB_ a_ aa ab ac ad ae af ag ah ai aj ak al am an ao ap aq ar as at au av aw ax ay az b_ ba bb bc bd be bf bg bh bi bj bk bl bm bn bo bp bq br bs bt bu bv bw bx by bz c_ ca cb cc cd ce cf cg ch ci cj ck cl cm cn co cp cq cr cs ct cu cv cw cx cy cz d_ da db dc dd de df dg dh di dj dk dl dm dn do dp dq dr ds dt du dv dw dx dy dz e_ ea eb ec ed ee ef eg eh ei ej ek el em en eo ep eq er es et eu ev ew ex ey ez f_ fa fb fc fd fe ff fg fh fi fj fk fl fm fn fo fp fq fr fs ft fu fv fw fx fy fz g_ ga gb gc gd ge gf gg gh gi gj gk gl gm gn go gp gq gr gs gt gu gv gw gx gy gz h_ ha hb hc hd he hf hg hh hi hj hk hl hm hn ho hp hq hr hs ht hu hv hw hx hy hz i_ ia ib ic id ie if ig ih ii ij ik il im in io ip iq ir is it iu iv iw ix iy iz j_ ja jb jc jd je jf jg jh ji jj jk jl jm jn jo jp jq jr js jt ju jv jw jx jy jz k_ ka kb kc kd ke kf kg kh ki kj kk kl km kn ko kp kq kr ks kt ku kv kw kx ky kz l_ la lb lc ld le lf lg lh li lj lk ll lm ln lo lp lq lr ls lt lu lv lw lx ly lz m_ ma mb mc md me mf mg mh mi mj mk ml mm mn mo mp mq mr ms mt mu mv mw mx my mz n_ na nb nc nd ne nf ng nh ni nj nk nl nm nn no np nq nr ns nt nu nv nw nx ny nz o_ oa ob oc od oe of og oh oi oj ok ol om on oo op oq or os ot other ou ov ow ox oy oz p_ pa pb pc pd pe pf pg ph pi pj pk pl pm pn po pp pq pr ps pt pu punctuation pv pw px py pz q_ qa qb qc qd qe qf qg qh qi qj qk ql qm qn qo qp qq qr qs qt qu qv qw qx qy qz r_ ra rb rc rd re rf rg rh ri rj rk rl rm rn ro rp rq rr rs rt ru rv rw rx ry rz s_ sa sb sc sd se sf sg sh si sj sk sl sm sn so sp sq sr ss st su sv sw sx sy sz t_ ta tb tc td te tf tg th ti tj tk tl tm tn to tp tq tr ts tt tu tv tw tx ty tz u_ ua ub uc ud ue uf ug uh ui uj uk ul um un uo up uq ur us ut uu uv uw ux uy uz v_ va vb vc vd ve vf vg vh vi vj vk vl vm vn vo vp vq vr vs vt vu vv vw vx vy vz w_ wa wb wc wd we wf wg wh wi wj wk wl wm wn wo wp wq wr ws wt wu wv ww wx wy wz x_ xa xb xc xd xe xf xg xh xi xj xk xl xm xn xo xp xq xr xs xt xu xv xw xx xy xz y_ ya yb yc yd ye yf yg yh yi yj yk yl ym yn yo yp yq yr ys yt yu yv yw yx yy yz z_ za zb zc zd ze zf zg zh zi zj zk zl zm zn zo zp zq zr zs zt zu zv zw zx zy zz

4-grams 0 1 2 3 4 5 6 7 8 9 _ADJ_ _ADP_ _ADV_ _CONJ_ _DET_ _NOUN_ _NUM_ _PRON_ _PRT_ _VERB_ a_ aa ab ac ad ae af ag ah ai aj ak al am an ao ap aq ar as at au av aw ax ay az b_ ba bb bc bd be bf bg bh bi bj bk bl bm bn bo bp bq br bs bt bu bv bw bx by bz c_ ca cb cc cd ce cf cg ch ci cj ck cl cm cn co cp cq cr cs ct cu cv cw cx cy cz d_ da db dc dd de df dg dh di dj dk dl dm dn do dp dq dr ds dt du dv dw dx dy dz e_ ea eb ec ed ee ef eg eh ei ej ek el em en eo ep eq er es et eu ev ew ex ey ez f_ fa fb fc fd fe ff fg fh fi fj fk fl fm fn fo fp fq fr fs ft fu fv fw fx fy fz g_ ga gb gc gd ge gf gg gh gi gj gk gl gm gn go gp gq gr gs gt gu gv gw gx gy gz h_ ha hb hc hd he hf hg hh hi hj hk hl hm hn ho hp hq hr hs ht hu hv hw hx hy hz i_ ia ib ic id ie if ig ih ii ij ik il im in io ip iq ir is it iu iv iw ix iy iz j_ ja jb jc jd je jf jg jh ji jj jk jl jm jn jo jp jq jr js jt ju jv jw jx jy jz k_ ka kb kc kd ke kf kg kh ki kj kk kl km kn ko kp kq kr ks kt ku kv kw kx ky kz l_ la lb lc ld le lf lg lh li lj lk ll lm ln lo lp lq lr ls lt lu lv lw lx ly lz m_ ma mb mc md me mf mg mh mi mj mk ml mm mn mo mp mq mr ms mt mu mv mw mx my mz n_ na nb nc nd ne nf ng nh ni nj nk nl nm nn no np nq nr ns nt nu nv nw nx ny nz o_ oa ob oc od oe of og oh oi oj ok ol om on oo op oq or os ot other ou ov ow ox oy oz p_ pa pb pc pd pe pf pg ph pi pj pk pl pm pn po pp pq pr ps pt pu punctuation pv pw px py pz q_ qa qb qc qd qe qf qg qh qi qj qk ql qm qn qo qp qq qr qs qt qu qv qw qx qy qz r_ ra rb rc rd re rf rg rh ri rj rk rl rm rn ro rp rq rr rs rt ru rv rw rx ry rz s_ sa sb sc sd se sf sg sh si sj sk sl sm sn so sp sq sr ss st su sv sw sx sy sz t_ ta tb tc td te tf tg th ti tj tk tl tm tn to tp tq tr ts tt tu tv tw tx ty tz u_ ua ub uc ud ue uf ug uh ui uj uk ul um un uo up uq ur us ut uu uv uw ux uy uz v_ va vb vc vd ve vf vg vh vi vj vk vl vm vn vo vp vq vr vs vt vu vv vw vx vy vz w_ wa wb wc wd we wf wg wh wi wj wk wl wm wn wo wp wq wr ws wt wu wv ww wx wy wz x_ xa xb xc xd xe xf xg xh xi xj xk xl xm xn xo xp xq xr xs xt xu xv xw xx xy xz y_ ya yb yc yd ye yf yg yh yi yj yk yl ym yn yo yp yq yr ys yt yu yv yw yx yy yz z_ za zb zc zd ze zf zg zh zi zj zk zl zm zn zo zp zq zr zs zt zu zv zw zx zy zz

5-grams 0 1 2 3 4 5 6 7 8 9 _ADJ_ _ADP_ _ADV_ _CONJ_ _DET_ _NOUN_ _NUM_ _PRON_ _PRT_ _VERB_ a_ aa ab ac ad ae af ag ah ai aj ak al am an ao ap aq ar as at au av aw ax ay az b_ ba bb bc bd be bf bg bh bi bj bk bl bm bn bo bp bq br bs bt bu bv bw bx by bz c_ ca cb cc cd ce cf cg ch ci cj ck cl cm cn co cp cq cr cs ct cu cv cw cx cy cz d_ da db dc dd de df dg dh di dj dk dl dm dn do dp dq dr ds dt du dv dw dx dy dz e_ ea eb ec ed ee ef eg eh ei ej ek el em en eo ep eq er es et eu ev ew ex ey ez f_ fa fb fc fd fe ff fg fh fi fj fk fl fm fn fo fp fq fr fs ft fu fv fw fx fy fz g_ ga gb gc gd ge gf gg gh gi gj gk gl gm gn go gp gq gr gs gt gu gv gw gx gy gz h_ ha hb hc hd he hf hg hh hi hj hk hl hm hn ho hp hq hr hs ht hu hv hw hx hy hz i_ ia ib ic id ie if ig ih ii ij ik il im in io ip iq ir is it iu iv iw ix iy iz j_ ja jb jc jd je jf jg jh ji jj jk jl jm jn jo jp jq jr js jt ju jv jw jx jy jz k_ ka kb kc kd ke kf kg kh ki kj kk kl km kn ko kp kq kr ks kt ku kv kw kx ky kz l_ la lb lc ld le lf lg lh li lj lk ll lm ln lo lp lq lr ls lt lu lv lw lx ly lz m_ ma mb mc md me mf mg mh mi mj mk ml mm mn mo mp mq mr ms mt mu mv mw mx my mz n_ na nb nc nd ne nf ng nh ni nj nk nl nm nn no np nq nr ns nt nu nv nw nx ny nz o_ oa ob oc od oe of og oh oi oj ok ol om on oo op oq or os ot other ou ov ow ox oy oz p_ pa pb pc pd pe pf pg ph pi pj pk pl pm pn po pp pq pr ps pt pu punctuation pv pw px py pz q_ qa qb qc qd qe qf qg qh qi qj ql qm qn qo qp qq qr qs qt qu qv qw qx qy qz r_ ra rb rc rd re rf rg rh ri rj rk rl rm rn ro rp rq rr rs rt ru rv rw rx ry rz s_ sa sb sc sd se sf sg sh si sj sk sl sm sn so sp sq sr ss st su sv sw sx sy sz t_ ta tb tc td te tf tg th ti tj tk tl tm tn to tp tq tr ts tt tu tv tw tx ty tz u_ ua ub uc ud ue uf ug uh ui uj uk ul um un uo up uq ur us ut uu uv uw ux uy uz v_ va vb vc vd ve vf vg vh vi vj vk vl vm vn vo vp vq vr vs vt vu vv vw vx vy vz w_ wa wb wc wd we wf wg wh wi wj wk wl wm wn wo wp wq wr ws wt wu wv ww wx wy wz x_ xa xb xc xd xe xf xg xh xi xj xk xl xm xn xo xp xq xr xs xt xu xv xw xx xy xz y_ ya yb yc yd ye yf yg yh yi yj yk yl ym yn yo yp yq yr ys yt yu yv yw yx yy yz z_ za zb zc zd ze zf zg zh zi zj zk zl zm zn zo zp zq zr zs zt zu zv zw zx zy zz

dependencies 0 1 2 3 4 5 6 7 8 9 _ADJ_ _ADP_ _ADV_ _CONJ_ _DET_ _NOUN_ _NUM_ _PRON_ _PRT_ _VERB_ a b c d e f g h i j k l m n o other p punctuation q r s t u v w x y z

Version 20090715

total_counts

1-grams 0 1 2 3 4 5 6 7 8 9

2-grams 0 1 10 11 12 13 14 15 16 17 18 19 2 20 21 22 23 24 25 26 27 28 29 3 30 31 32 33 34 35 36 37 38 39 4 40 41 42 43 44 45 46 47 48 49 5 50 51 52 53 54 55 56 57 58 59 6 60 61 62 63 64 65 66 67 68 69 7 70 71 72 73 74 75 76 77 78 79 8 80 81 82 83 84 85 86 87 88 89 9 90 91 92 93 94 95 96 97 98 99

3-grams 0 1 10 100 101 102 103 104 105 106 107 108 109 11 110 111 112 113 114 115 116 117 118 119 12 120 121 122 123 124 125 126 127 128 129 13 130 131 132 133 134 135 136 137 138 139 14 140 141 142 143 144 145 146 147 148 149 15 150 151 152 153 154 155 156 157 158 159 16 160 161 162 163 164 165 166 167 168 169 17 170 171 172 173 174 175 176 177 178 179 18 180 181 182 183 184 185 186 187 188 189 19 190 191 192 193 194 195 196 197 198 199 2 20 21 22 23 24 25 26 27 28 29 3 30 31 32 33 34 35 36 37 38 39 4 40 41 42 43 44 45 46 47 48 49 5 50 51 52 53 54 55 56 57 58 59 6 60 61 62 63 64 65 66 67 68 69 7 70 71 72 73 74 75 76 77 78 79 8 80 81 82 83 84 85 86 87 88 89 9 90 91 92 93 94 95 96 97 98 99

4-grams 0 1 10 100 101 102 103 104 105 106 107 108 109 11 110 111 112 113 114 115 116 117 118 119 12 120 121 122 123 124 125 126 127 128 129 13 130 131 132 133 134 135 136 137 138 139 14 140 141 142 143 144 145 146 147 148 149 15 150 151 152 153 154 155 156 157 158 159 16 160 161 162 163 164 165 166 167 168 169 17 170 171 172 173 174 175 176 177 178 179 18 180 181 182 183 184 185 186 187 188 189 19 190 191 192 193 194 195 196 197 198 199 2 20 200 201 202 203 204 205 206 207 208 209 21 210 211 212 213 214 215 216 217 218 219 22 220 221 222 223 224 225 226 227 228 229 23 230 231 232 233 234 235 236 237 238 239 24 240 241 242 243 244 245 246 247 248 249 25 250 251 252 253 254 255 256 257 258 259 26 260 261 262 263 264 265 266 267 268 269 27 270 271 272 273 274 275 276 277 278 279 28 280 281 282 283 284 285 286 287 288 289 29 290 291 292 293 294 295 296 297 298 299 3 30 300 301 302 303 304 305 306 307 308 309 31 310 311 312 313 314 315 316 317 318 319 32 320 321 322 323 324 325 326 327 328 329 33 330 331 332 333 334 335 336 337 338 339 34 340 341 342 343 344 345 346 347 348 349 35 350 351 352 353 354 355 356 357 358 359 36 360 361 362 363 364 365 366 367 368 369 37 370 371 372 373 374 375 376 377 378 379 38 380 381 382 383 384 385 386 387 388 389 39 390 391 392 393 394 395 396 397 398 399 4 40 41 42 43 44 45 46 47 48 49 5 50 51 52 53 54 55 56 57 58 59 6 60 61 62 63 64 65 66 67 68 69 7 70 71 72 73 74 75 76 77 78 79 8 80 81 82 83 84 85 86 87 88 89 9 90 91 92 93 94 95 96 97 98 99

5-grams 0 1 10 100 101 102 103 104 105 106 107 108 109 11 110 111 112 113 114 115 116 117 118 119 12 120 121 122 123 124 125 126 127 128 129 13 130 131 132 133 134 135 136 137 138 139 14 140 141 142 143 144 145 146 147 148 149 15 150 151 152 153 154 155 156 157 158 159 16 160 161 162 163 164 165 166 167 168 169 17 170 171 172 173 174 175 176 177 178 179 18 180 181 182 183 184 185 186 187 188 189 19 190 191 192 193 194 195 196 197 198 199 2 20 200 201 202 203 204 205 206 207 208 209 21 210 211 212 213 214 215 216 217 218 219 22 220 221 222 223 224 225 226 227 228 229 23 230 231 232 233 234 235 236 237 238 239 24 240 241 242 243 244 245 246 247 248 249 25 250 251 252 253 254 255 256 257 258 259 26 260 261 262 263 264 265 266 267 268 269 27 270 271 272 273 274 275 276 277 278 279 28 280 281 282 283 284 285 286 287 288 289 29 290 291 292 293 294 295 296 297 298 299 3 30 300 301 302 303 304 305 306 307 308 309 31 310 311 312 313 314 315 316 317 318 319 32 320 321 322 323 324 325 326 327 328 329 33 330 331 332 333 334 335 336 337 338 339 34 340 341 342 343 344 345 346 347 348 349 35 350 351 352 353 354 355 356 357 358 359 36 360 361 362 363 364 365 366 367 368 369 37 370 371 372 373 374 375 376 377 378 379 38 380 381 382 383 384 385 386 387 388 389 39 390 391 392 393 394 395 396 397 398 399 4 40 400 401 402 403 404 405 406 407 408 409 41 410 411 412 413 414 415 416 417 418 419 42 420 421 422 423 424 425 426 427 428 429 43 430 431 432 433 434 435 436 437 438 439 44 440 441 442 443 444 445 446 447 448 449 45 450 451 452 453 454 455 456 457 458 459 46 460 461 462 463 464 465 466 467 468 469 47 470 471 472 473 474 475 476 477 478 479 48 480 481 482 483 484 485 486 487 488 489 49 490 491 492 493 494 495 496 497 498 499 5 50 500 501 502 503 504 505 506 507 508 509 51 510 511 512 513 514 515 516 517 518 519 52 520 521 522 523 524 525 526 527 528 529 53 530 531 532 533 534 535 536 537 538 539 54 540 541 542 543 544 545 546 547 548 549 55 550 551 552 553 554 555 556 557 558 559 56 560 561 562 563 564 565 566 567 568 569 57 570 571 572 573 574 575 576 577 578 579 58 580 581 582 583 584 585 586 587 588 589 59 590 591 592 593 594 595 596 597 598 599 6 60 600 601 602 603 604 605 606 607 608 609 61 610 611 612 613 614 615 616 617 618 619 62 620 621 622 623 624 625 626 627 628 629 63 630 631 632 633 634 635 636 637 638 639 64 640 641 642 643 644 645 646 647 648 649 65 650 651 652 653 654 655 656 657 658 659 66 660 661 662 663 664 665 666 667 668 669 67 670 671 672 673 674 675 676 677 678 679 68 680 681 682 683 684 685 686 687 688 689 69 690 691 692 693 694 695 696 697 698 699 7 70 700 701 702 703 704 705 706 707 708 709 71 710 711 712 713 714 715 716 717 718 719 72 720 721 722 723 724 725 726 727 728 729 73 730 731 732 733 734 735 736 737 738 739 74 740 741 742 743 744 745 746 747 748 749 75 750 751 752 753 754 755 756 757 758 759 76 760 761 762 763 764 765 766 767 768 769 77 770 771 772 773 774 775 776 777 778 779 78 780 781 782 783 784 785 786 787 788 789 79 790 791 792 793 794 795 796 797 798 799 8 80 81 82 83 84 85 86 87 88 89 9 90 91 92 93 94 95 96 97 98 99

English One Million

Version 20090715

total_counts

1-grams 0 1 2 3 4 5 6 7 8 9

2-grams 0 1 10 11 12 13 14 15 16 17 18 19 2 20 21 22 23 24 25 26 27 28 29 3 30 31 32 33 34 35 36 37 38 39 4 40 41 42 43 44 45 46 47 48 49 5 50 51 52 53 54 55 56 57 58 59 6 60 61 62 63 64 65 66 67 68 69 7 70 71 72 73 74 75 76 77 78 79 8 80 81 82 83 84 85 86 87 88 89 9 90 91 92 93 94 95 96 97 98 99

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4-grams 0 1 10 100 101 102 103 104 105 106 107 108 109 11 110 111 112 113 114 115 116 117 118 119 12 120 121 122 123 124 125 126 127 128 129 13 130 131 132 133 134 135 136 137 138 139 14 140 141 142 143 144 145 146 147 148 149 15 150 151 152 153 154 155 156 157 158 159 16 160 161 162 163 164 165 166 167 168 169 17 170 171 172 173 174 175 176 177 178 179 18 180 181 182 183 184 185 186 187 188 189 19 190 191 192 193 194 195 196 197 198 199 2 20 200 201 202 203 204 205 206 207 208 209 21 210 211 212 213 214 215 216 217 218 219 22 220 221 222 223 224 225 226 227 228 229 23 230 231 232 233 234 235 236 237 238 239 24 240 241 242 243 244 245 246 247 248 249 25 250 251 252 253 254 255 256 257 258 259 26 260 261 262 263 264 265 266 267 268 269 27 270 271 272 273 274 275 276 277 278 279 28 280 281 282 283 284 285 286 287 288 289 29 290 291 292 293 294 295 296 297 298 299 3 30 300 301 302 303 304 305 306 307 308 309 31 310 311 312 313 314 315 316 317 318 319 32 320 321 322 323 324 325 326 327 328 329 33 330 331 332 333 334 335 336 337 338 339 34 340 341 342 343 344 345 346 347 348 349 35 350 351 352 353 354 355 356 357 358 359 36 360 361 362 363 364 365 366 367 368 369 37 370 371 372 373 374 375 376 377 378 379 38 380 381 382 383 384 385 386 387 388 389 39 390 391 392 393 394 395 396 397 398 399 4 40 41 42 43 44 45 46 47 48 49 5 50 51 52 53 54 55 56 57 58 59 6 60 61 62 63 64 65 66 67 68 69 7 70 71 72 73 74 75 76 77 78 79 8 80 81 82 83 84 85 86 87 88 89 9 90 91 92 93 94 95 96 97 98 99

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American English

Version 20120701

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Version 20090715

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