New General Word List (NGSL)

Subscribe to
the newsletter

AWL Words on this page from the academic word list

Show AWL words on this page.

Show sorted lists of these words.

Donate

Dictionary Look it up

Any words you don't know? Look them up in the website's built-in dictionary.

New General Service List (NGSL) 2801 high-frequency words in English

Podcast is loading. Too slow? Click here to access.

This page describes the New General Service List (NGSL), giving information on what the NGSL is, as well as a complete list of all words in the NGSL.

To explore the list more fully, try the NGSL highlighter (on this site).

What is the NGSL?

The New General Service List (NGSL), developed by Dr. Charles Browne, Dr. Brent Culligan and Joseph Phillips in 2013, is a list of 2801 words which comprise the most important high-frequency words in English, giving the highest possible coverage with the fewest possible words. Although there are over 600,000 words in English, the 2801 words of the NGSL give over 90% coverage.

While the New General Service List (NGSL) is similar to the General Service List (GSL), there are several differences. One is that it is more up-to-date. The GSL was originally developed in 1953, and includes many outdated words such as shilling and headdress. Although the list was updated in 1995 by John Bauman and Brent Culligan, it was expanded rather than extensively revised. The NGSL, dating from 2013, is therefore more current.

A second difference is the size of the corpus used to generate the lists. The GSL was generated from a corpus having 2.5 million words. The NGSL, by contrast, used a 273 million word subsection of the two billion word Cambridge English Corpus, meaning its corpus was over 100 times as large as that used for the GSL.

A final difference concerns the definition of a 'word' as used to present the list. In the GSL, words are presented in word families. In the NGSL, as well as other lists derived from it (such as the NAWL or New Academic Word List), only inflected forms or variant spellings of words are given, rather than word families. Although the NGSL has more headwords than the GSL (2801 compared to 2284) and more word forms overall (8480 compared to 5799), many of these word forms are added for completeness (for the benefit of researchers) and are not intended for study (e.g. rule based plurals such as raisings and financings, or verb forms such as hilling).

References

Browne, C., Culligan, B. and Phillips, J. (2013) The New General Service List. Available at: http://www.newgeneralservicelist.org/ (Access date 13/8/19).

New General Service List: Frequency

The list below contains all 2801 headwords in the NGSL, along with related word forms, ordered by frequency. Standard frequency index (SFI) and frequency per million words (U) are also shown.

Words contain hyperlinks to the Wordnet dictionary, hosted on this site (definitions open in an alert box on the same page).

NOTE: As this list is intended for study rather than research purposes, additional (generally rule-based, non-existent plurals) are removed. This reduces the number of words from 8480 to 8369. For a complete list, including those words (by frequency only), please click here.

There is also a copy of the list in alphabetical order.

Number	Headword	Related word forms	SFI	U
1	the		87.8	60910
2	be	am, are, aren't, been, being, beings, is, isn't, was, wasn't, were, weren't	86.9	48575
3	and		84.9	30789
4	of		84.8	30126
5	to		84.7	29272
6	a	an	84.5	27872
7	in		83.3	21143
8	have	had, hadn't, has, hasn't, haven't, having	81.5	14210
9	it	its	81.4	13772
10	you	your, yours	81.1	12810
11	he	him, his	80.4	11017
12	for		80	10025
13	they	their, theirs, them	79.9	9764
14	not		79.8	9494
15	that	those	79.4	8653
16	we	our, ours, us	79.2	8401
17	on		78.9	7763
18	with		78.7	7381
19	this	these	78.5	7003
20	i	me, my	78.3	6820
21	do	did, didn't, does, doesn't, doing, don't, done	78.3	6802
22	as		78.3	6747
23	at		77.5	5570
24	she	her, hers	77.2	5195
25	but	buts	77.1	5087
26	from		76.6	4598
27	by		76.4	4323
28	will	willed, willing, won't	76.2	4195
29	or		76.1	4060
30	say	said, saying, sayings, says	75.3	3425
31	go	goes, going, gone, gonna, went	75.1	3260
32	so		75.1	3227
33	all		75	3175
34	if	ifs	74.8	3009
35	one	ones	74.8	2997
36	would	wouldn't	74.8	2997
37	about		74.7	2967
38	can	can't, cannot	74.6	2890
39	which		74.6	2886
40	there		74.5	2820
41	know	knew, knowing, known, knows	74.2	2634
42	more		74.2	2631
43	get	gets, getting, got, gotta, gotten	74.1	2573
44	who	whom, whose	74	2534
45	like	liked, likes, liking	73.9	2465
46	when		73.9	2435
47	think	thinking, thinks, thought, thoughts	73.9	2433
48	make	made, makes, making	73.7	2359
49	time	timed, times, timing	73.6	2302
50	see	saw, seeing, seen, sees	73.5	2226
51	what		73.4	2204
52	up	upped, upping, ups	73.3	2150
53	some		73.3	2130
54	other	others	73.2	2100
55	out	outed, outing, outings, outs	73.1	2064
56	good		73.1	2038
57	people	peopled, peoples, peopling	73.1	2019
58	year	years	72.9	1949
59	take	taken, takes, taking, took	72.7	1873
60	no		72.7	1854
61	well	welled, welling, wells	72.6	1835
62	because		72.6	1824
63	very		72.5	1792
64	just		72.4	1751
65	come	came, comes, coming	72.3	1694
66	could	coulda, couldn't	72.3	1688
67	work	worked, working, workings, works	72.2	1674
68	use	used, uses, using	72.2	1657
69	than		72	1591
70	now		71.9	1563
71	then		71.9	1554
72	also		71.9	1552
73	into		71.7	1478
74	only		71.7	1475
75	look	looked, looking, looks	71.4	1370
76	want	wanna, wanted, wanting, wants	71.3	1354
77	give	gave, given, gives, giving	71.2	1332
78	first	firsts	71.2	1321
79	new	newer, newest	71.1	1290
80	way	ways	71.1	1279
81	find	finding, findings, finds	70.9	1236
82	over	overs	70.9	1235
83	any		70.9	1224
84	after		70.8	1210
85	day	days	70.7	1187
86	where		70.7	1187
87	thing	things	70.6	1161
88	most		70.6	1146
89	should	shoulda, shouldn't	70.5	1132
90	need	needed, needing, needs	70.5	1129
91	much		70.5	1125
92	right	righted, righting, rights	70.5	1113
93	how		70.4	1093
94	back	backed, backing, backs	70.2	1051
95	mean	meaner, meanest, meaning, meanings, means, meant	70.1	1021
96	even	evened, evens	69.9	988
97	may		69.8	959
98	here		69.8	947
99	many		69.8	945
100	such		69.7	936
101	last	lasted, lasting, lasts	69.6	917
102	child	children	69.6	910
103	tell	telling, tells, told	69.5	901
104	really		69.4	870
105	call	called, calling, calls	69.4	869
106	before		69.3	849
107	company	companies	69.3	842
108	through		69.2	838
109	down	downed, downing, downs	69.2	833
110	show	showed, showing, shown, shows	69.2	827
111	life		69.1	812
112	man	manned, manning, mans, men	69.1	807
113	change	changed, changes, changing	69	799
114	place	placed, places, placing	69	795
115	long	longed, longer, longest, longing, longs	69	791
116	between		68.9	784
117	feel	feeling, feelings, feels, felt	68.9	780
118	too		68.8	763
119	still	stilled, stiller, stillest, stilling, stills	68.8	752
120	problem	problems	68.6	733
121	write	writes, writing, writings, written, wrote	68.6	732
122	same		68.6	721
123	lot	lots	68.5	715
124	great	greater, greatest, greats	68.5	710
125	try	tried, tries, trying	68.4	699
126	leave	leaved, leaves, leaving	68.4	699
127	number	numbered, numbering, numbers	68.4	698
128	both		68.4	695
129	own	owned, owning, owns	68.4	693
130	part	parted, parting, parts	68.4	692
131	point	pointed, pointing, points	68.3	684
132	little	littler, littlest	68.3	681
133	help	helped, helping, helpings, helps	68.3	680
134	ask	asked, asking, asks	68.3	675
135	meet	meeting, meetings, meets, met	68.3	671
136	start	started, starting, starts	68.3	669
137	talk	talked, talking, talks	68.2	665
138	something		68.2	665
139	put	puts, putting	68.2	655
140	another		68.2	655
141	become	became, becomes, becoming	68.2	654
142	interest	interested, interesting, interests	68.1	653
143	country	countries	68.1	653
144	old	older, oldest	68.1	647
145	each		68.1	646
146	school	schooled, schooling, schools	68	638
147	late	later, latest	68	638
148	high	higher, highest, highs	68	637
149	different		68	636
150	off	offed, offing, offs	68	630
151	next		67.9	620
152	end	ended, ending, ends	67.9	619
153	live	lived, lives, living	67.8	608
154	why		67.8	607
155	while	whiled, whiles, whiling	67.8	598
156	world	worlds	67.8	597
157	week	weeks	67.8	596
158	play	played, playing, plays	67.7	593
159	might	mighta, mightn't	67.7	587
160	must	musta, mustn't	67.7	586
161	home	homed, homes, homing	67.7	585
162	never		67.6	580
163	include	included, includes, including	67.6	575
164	course	coursed, courses, coursing	67.6	575
165	house	housed, houses, housing	67.6	572
166	report	reported, reporting, reports	67.6	570
167	group	grouped, grouping, groups	67.6	569
168	case	cased, cases, casing, casings	67.6	569
169	woman	women	67.5	568
170	around		67.5	568
171	book	booked, booking, bookings, books	67.5	566
172	family	families	67.5	565
173	seem	seemed, seeming, seems	67.5	562
174	let	lemme, lets, letting	67.4	555
175	again		67.4	554
176	kind	kinder, kindest, kinds	67.4	554
177	keep	keeping, keeps, kept	67.4	551
178	hear	heard, hearing, hears	67.4	546
179	system	systems	67.4	545
180	every		67.4	545
181	question	questioned, questioning, questions	67.3	542
182	during		67.3	540
183	always		67.2	531
184	big	bigger, biggest	67.2	527
185	set	sets, setting, settings	67.2	526
186	small	smaller, smallest	67.2	525
187	study	studied, studies, studying	67.2	524
188	follow	followed, following, follows	67.2	521
189	begin	began, beginning, beginnings, begins, begun	67.1	518
190	important		67.1	518
191	since		67.1	515
192	run	ran, running, runs	67.1	510
193	under		67.1	509
194	turn	turned, turning, turns	67.1	509
195	few	fewer, fewest	67.1	509
196	bring	bringing, brings, brought	67	502
197	early	earlier, earliest	67	499
198	hand	handed, handing, hands	67	497
199	state	stated, states, stating	66.9	494
200	move	moved, moves, moving	66.9	493
201	money		66.9	492
202	fact	facts	66.9	486
203	however		66.8	479
204	area	areas	66.8	477
205	provide	provided, provides, providing	66.8	476
206	name	named, names, naming	66.7	472
207	read	reading, readings, reads	66.7	471
208	friend	friends	66.7	468
209	month	months	66.7	468
210	large	larger, largest	66.7	464
211	business	businesses	66.7	464
212	without		66.6	461
213	information		66.6	459
214	open	opened, opening, openings, opens	66.6	459
215	order	ordered, ordering, orders	66.6	456
216	government	governments	66.6	455
217	word	worded, wording, words	66.6	455
218	issue	issued, issues, issuing	66.6	453
219	market	marketed, marketing, markets	66.5	450
220	pay	paid, paying, pays	66.5	447
221	build	building, buildings, builds, built	66.5	446
222	hold	held, holding, holdings, holds	66.4	442
223	service	serviced, services, servicing	66.4	440
224	against		66.4	436
225	believe	believed, believes, believing	66.4	435
226	second	sec, seconded, seconding, seconds	66.4	433
227	though		66.3	430
228	yes	yeses	66.3	430
229	love	loved, loves, loving	66.3	427
230	increase	increased, increases, increasing	66.3	425
231	job	jobbing, jobs	66.3	425
232	plan	planned, planning, plans	66.3	425
233	result	resulted, resulting, results	66.3	424
234	away		66.3	424
235	example	examples	66.2	420
236	happen	happened, happening, happenings, happens	66.2	420
237	offer	offered, offering, offerings, offers	66.2	418
238	young	younger, youngest	66.2	417
239	close	closed, closer, closes, closest, closing	66.2	416
240	program	programed, programing, programme, programmed, programmes, programming, programs	66.2	414
241	lead	leading, leads, led	66.1	410
242	buy	bought, buying, buys	66.1	405
243	understand	understanding, understands, understood	66.1	403
244	thank	thanked, thanking, thanks	66	399
245	far	farther, farthest	66	398
246	today		65.9	392
247	hour	hours	65.9	391
248	student	students	65.9	391
249	face	faced, faces, facing	65.9	390
250	hope	hoped, hopes, hoping	65.9	388
251	idea	ideas	65.9	387
252	cost	costing, costs	65.9	386
253	less		65.9	385
254	room	roomed, rooming, rooms	65.9	385
255	until		65.8	383
256	reason	reasoned, reasoning, reasons	65.8	383
257	form	formed, forming, forms	65.8	379
258	spend	spending, spends, spent	65.8	378
259	head	headed, heading, headings, heads	65.8	378
260	car	cars	65.8	377
261	learn	learned, learning, learns, learnt	65.7	375
262	level	leveled, leveling, levelled, levelling, levels	65.7	373
263	person	persons	65.7	368
264	experience	experienced, experiences, experiencing	65.6	365
265	once		65.6	365
266	member	members	65.6	364
267	enough		65.6	363
268	bad	worse, worst	65.6	363
269	city	cities	65.6	362
270	night	nights	65.6	361
271	able	abler, ablest	65.6	361
272	support	supported, supporting, supports	65.5	359
273	whether		65.5	359
274	line	lined, lines, lining	65.5	358
275	present	presented, presenting, presents	65.5	358
276	side	sided, sides, siding	65.5	356
277	quite		65.5	354
278	although		65.5	351
279	sure	surer, surest	65.4	351
280	term	termed, terming, terms	65.4	350
281	least		65.4	350
282	age	aged, ageing, ages, aging	65.4	349
283	low	lowed, lower, lowered, lowering, lowers, lowest, lowing, lows	65.4	349
284	speak	speaking, speaks, spoke, spoken	65.4	348
285	within		65.4	347
286	process	processed, processes, processing	65.4	346
287	public		65.4	343
288	often		65.3	341
289	train	trained, training, trains	65.3	338
290	possible		65.3	337
291	actually		65.3	337
292	rather		65.3	336
293	view	viewed, viewing, views	65.3	336
294	together		65.2	334
295	consider	considered, considering, considers	65.2	334
296	price	priced, prices, pricing	65.1	327
297	parent	parented, parenting, parents	65.1	326
298	hard	harder, hardest	65.1	325
299	party	partied, parties, partying	65.1	322
300	local	locals	65.1	321
301	control	controlled, controlling, controls	65.1	320
302	already		65	318
303	concern	concerned, concerning, concerns	65	317
304	product	products	65	317
305	lose	loses, losing, lost	65	316
306	story	storey, storied, stories	65	315
307	almost		65	315
308	continue	continued, continues, continuing	65	314
309	stand	standing, stands, stood	65	313
310	whole	wholes	65	313
311	yet		65	313
312	rate	rated, rates, rating, ratings	64.9	312
313	care	cared, cares, caring	64.9	311
314	expect	expected, expecting, expects	64.9	311
315	effect	effected, effecting, effects	64.9	311
316	sort	sorted, sorting, sorts	64.9	311
317	ever		64.9	311
318	anything		64.9	310
319	cause	caused, causes, causing	64.9	309
320	fall	fallen, falling, falls, fell	64.9	309
321	deal	dealing, deals, dealt	64.9	309
322	water	watered, watering, waters	64.9	307
323	send	sending, sends, sent	64.9	306
324	allow	allowed, allowing, allows	64.8	305
325	soon	sooner, soonest	64.8	304
326	watch	watched, watches, watching	64.8	302
327	base	based, baser, bases, basest, basing	64.8	300
328	probably		64.8	299
329	suggest	suggested, suggesting, suggests	64.7	298
330	past		64.7	297
331	power	powered, powering, powers	64.7	296
332	test	tested, testing, tests	64.7	296
333	visit	visited, visiting, visits	64.7	295
334	center	centered, centering, centers, centre, centred, centres	64.7	295
335	grow	grew, growing, grown, grows	64.7	294
336	nothing		64.7	294
337	return	returned, returning, returns	64.7	294
338	mother	mothered, mothering, mothers	64.7	293
339	walk	walked, walking, walks	64.6	291
340	matter	mattered, mattering, matters	64.6	290
341	mind	minded, minding, minds	64.6	290
342	value	valued, values, valuing	64.6	289
343	office	offices	64.6	288
344	record	recorded, recording, recordings, records	64.6	287
345	stay	stayed, staying, stays	64.6	286
346	force	forced, forces, forcing	64.6	286
347	stop	stopped, stopping, stops	64.5	285
348	several		64.5	285
349	light	lighted, lightest, lighting, lights, lit	64.5	284
350	develop	developed, developing, develops	64.5	282
351	remember	remembered, remembering, remembers	64.5	282
352	bit	bits	64.5	281
353	share	shared, shares, sharing	64.5	281
354	real		64.5	280
355	answer	answered, answering, answers	64.5	279
356	sit	sat, sits, sitting	64.4	278
357	figure	figured, figures, figuring	64.4	278
358	letter	lettering, letters	64.4	277
359	decide	decided, decides, deciding	64.4	276
360	language	languages	64.4	275
361	subject	subjected, subjecting, subjects	64.4	273
362	class	classed, classes, classing	64.3	272
363	development	developments	64.3	270
364	town	towns	64.3	269
365	half	halved, halves, halving	64.3	269
366	minute	minutes	64.3	268
367	food	foods	64.3	268
368	break	breaking, breaks, broke, broken	64.3	268
369	clear	cleared, clearer, clearest, clearing, clears	64.3	266
370	future	futures	64.2	266
371	either		64.2	266
372	ago		64.2	265
373	per		64.2	265
374	remain	remained, remaining, remains	64.2	265
375	top	topped, topping, toppings, tops	64.2	265
376	among		64.2	265
377	win	winning, winnings, wins	64.2	264
378	color	colored, coloring, colors, colour, coloured, colouring, colours	64.2	263
379	involve	involved, involves, involving	64.2	260
380	reach	reached, reaches, reaching	64.2	260
381	social		64.2	260
382	period	periods	64.1	259
383	across		64.1	258
384	note	noted, notes, noting	64.1	258
385	history	histories	64.1	258
386	create	created, creates, creating	64.1	258
387	drive	driven, drives, driving, drove	64.1	258
388	along		64.1	257
389	type	typed, types, typing	64.1	257
390	sound	sounded, sounding, sounds	64.1	256
391	eye	eyed, eyeing, eyes	64.1	256
392	music		64.1	255
393	game	gamed, games, gaming	64.1	255
394	political		64.1	255
395	free	freed, freeing, freer, frees, freest	64.1	255
396	receive	received, receives, receiving	64.1	254
397	moment	moments	64	254
398	sale	sales	64	254
399	policy	policies	64	253
400	further	furthered, furthering, furthers	64	251
401	body	bodied, bodies	64	250
402	require	required, requires, requiring	64	249
403	wait	waited, waiting, waits	64	249
404	general	generals	64	248
405	appear	appeared, appearing, appears	63.9	248
406	toward	towards	63.9	248
407	team	teamed, teaming, teams	63.9	248
408	easy	easier, easiest	63.9	248
409	individual	individuals	63.9	248
410	full	fuller, fullest	63.9	248
411	black	blacked, blacker, blackest, blacking, blacks	63.9	248
412	sense	sensed, senses, sensing	63.9	247
413	perhaps		63.9	246
414	add	added, adding, adds	63.9	245
415	rule	ruled, rules, ruling, rulings	63.9	245
416	pass	passed, passes, passing	63.9	243
417	produce	produced, produces, producing	63.9	243
418	sell	selling, sells, sold	63.9	243
419	short	shorted, shorter, shortest, shorting, shorts	63.8	241
420	agree	agreed, agreeing, agrees	63.8	240
421	law	laws	63.8	239
422	everything		63.8	238
423	research	researched, researches, researching	63.7	237
424	cover	covered, covering, coverings, covers	63.7	236
425	paper	papered, papering, papers	63.7	236
426	position	positioned, positioning, positions	63.7	236
427	near	neared, nearer, nearest, nearing, nears	63.7	236
428	human	humans	63.7	235
429	computer	computers	63.7	235
430	situation	situations	63.7	235
431	staff	staffed, staffing, staffs	63.7	234
432	activity	activities	63.7	234
433	film	filmed, filming, films	63.7	232
434	morning	mornings	63.6	232
435	war	warred, warring, wars	63.6	231
436	account	accounted, accounting, accounts	63.6	231
437	shop	shopped, shopping, shops	63.6	230
438	major	majored, majoring, majors	63.6	229
439	someone		63.6	228
440	above		63.6	228
441	design	designed, designing, designs	63.6	228
442	event	events	63.6	228
443	special	specials	63.6	228
444	sometimes		63.6	227
445	condition	conditioned, conditioning, conditions	63.5	226
446	carry	carried, carries, carrying	63.5	226
447	choose	chooses, choosing, chose, chosen	63.5	225
448	father	fathered, fathering, fathers	63.5	225
449	decision	decisions	63.5	224
450	table	tabled, tables	63.5	224
451	certain		63.5	223
452	forward	forwarded, forwarding, forwards	63.5	223
453	main		63.5	223
454	die	died, dies, dying	63.5	222
455	bear	bearing, bearings, bears, borne	63.5	222
456	cut	cuts, cutting, cuttings	63.5	221
457	describe	described, describes, describing	63.4	220
458	himself		63.4	220
459	available		63.4	220
460	especially		63.4	220
461	strong	stronger, strongest	63.4	218
462	rise	risen, rises, rising	63.4	218
463	girl	girls	63.4	217
464	maybe		63.4	217
465	community	communities	63.4	217
466	else		63.3	216
467	particular	particulars	63.3	215
468	role	roles	63.3	215
469	join	joined, joining, joins	63.3	215
470	difficult		63.3	215
471	please	pleased, pleases, pleasing	63.3	213
472	detail	detailed, detailing, details	63.3	213
473	difference	differences	63.3	212
474	action	actions	63.2	210
475	health		63.2	209
476	eat	ate, eaten, eating, eats	63.2	209
477	step	stepped, stepping, steps	63.2	208
478	true	trued, truer, trues, truest, truing	63.2	208
479	phone	phoned, phones, phoning	63.2	207
480	themselves		63.2	207
481	draw	drawing, drawings, drawn, draws, drew	63.2	207
482	white	whiter, whites, whitest	63.1	206
483	date	dated, dates, dating	63.1	205
484	practice	practiced, practices, practicing, practise, practised, practises, practising	63.1	205
485	model	modeled, modeling, modelled, modelling, models	63.1	205
486	raise	raised, raises, raising	63.1	205
487	customer	customers	63.1	205
488	front	fronted, fronting, fronts	63.1	203
489	explain	explained, explaining, explains	63.1	202
490	door	doors	63.1	202
491	outside	outsides	63	200
492	behind		63	200
493	economic	economics	63	199
494	site	sited, sites	63	199
495	approach	approached, approaches, approaching	63	199
496	teacher	teachers	63	199
497	land	landed, landing, landings, lands	62.9	197
498	charge	charged, charges, charging	62.9	197
499	finally		62.9	197
500	sign	signed, signing, signs	62.9	197
501	claim	claimed, claiming, claims	62.9	196
502	relationship	relationships	62.9	196
503	travel	traveled, traveling, travelled, travelling, travels	62.9	195
504	enjoy	enjoyed, enjoying, enjoys	62.9	195
505	death	deaths	62.9	194
506	nice	nicer, nicest	62.9	193
507	amount	amounted, amounts	62.9	193
508	improve	improved, improves, improving	62.8	192
509	picture	pictured, pictures, picturing	62.8	192
510	boy	boys	62.8	192
511	regard	regarded, regarding, regards	62.8	191
512	organization	organisation, organisations, organizations	62.8	191
513	happy	happier, happiest	62.8	191
514	couple	coupled, couples, coupling	62.8	191
515	act	acted, acting, acts	62.8	190
516	range	ranged, ranges, ranging	62.8	190
517	quality	qualities	62.8	190
518	project	projected, projecting, projects	62.8	190
519	round	rounded, rounder, roundest, rounding, rounds	62.8	189
520	opportunity	opportunities	62.8	189
521	road	roads	62.8	189
522	accord	accorded, according, accords	62.7	188
523	list	listed, listing, listings, lists	62.7	187
524	wish	wished, wishes, wishing	62.7	187
525	therefore		62.7	187
526	wear	wearing, wears, wore, worn	62.7	187
527	fund	funded, funding, funds	62.7	187
528	rest	rested, resting, rests	62.7	186
529	kid	kidded, kidding, kids	62.7	186
530	industry	industries	62.7	185
531	education	educations	62.7	185
532	measure	measured, measures, measuring	62.7	185
533	kill	killed, killing, killings, kills	62.6	184
534	serve	served, serves, serving, servings	62.6	184
535	likely	likelier, likeliest	62.6	183
536	certainly		62.6	182
537	national	nationals	62.6	181
538	itself		62.6	181
539	teach	taught, teaches, teaching, teachings	62.6	181
540	field	fielded, fielding, fields	62.6	181
541	security	securities	62.5	180
542	air	aired, airing, airs	62.5	179
543	benefit	benefited, benefiting, benefits, benefitted, benefitting	62.5	179
544	trade	traded, trades, trading	62.5	179
545	risk	risked, risking, risks	62.5	179
546	news		62.5	178
547	standard	standards	62.5	178
548	vote	voted, votes, voting	62.5	177
549	percent	percents	62.5	177
550	focus	focused, focuses, focusing, focussed, focusses, focussing	62.5	177
551	stage	staged, stages, staging	62.5	177
552	space	spaced, spaces, spacing	62.5	176
553	instead		62.5	176
554	realize	realise, realised, realises, realising, realized, realizes, realizing	62.5	176
555	usually		62.4	175
556	data	datum	62.4	174
557	single	singled, singles, singling	62.4	174
558	address	addressed, addresses, addressing	62.4	173
559	performance	performances	62.4	172
560	chance	chanced, chances, chancing	62.4	172
561	accept	accepted, accepting, accepts	62.4	172
562	society	societies	62.4	172
563	technology	technologies	62.4	172
564	mention	mentioned, mentioning, mentions	62.4	172
565	choice	choicer, choices, choicest	62.3	171
566	save	saved, saves, saving, savings	62.3	171
567	common	commonest	62.3	170
568	culture	cultured, cultures, culturing	62.3	170
569	total	totaled, totaling, totalled, totalling, totals	62.3	169
570	demand	demanded, demanding, demands	62.3	169
571	material	materials	62.3	168
572	limit	limited, limiting, limits	62.3	168
573	listen	listened, listening, listens	62.3	168
574	due		62.2	167
575	wrong	wronged, wronging, wrongs	62.2	167
576	foot	feet, footed, footing, foots	62.2	167
577	effort	efforts	62.2	167
578	attention	attentions	62.2	166
579	upon		62.2	166
580	check	checked, checking, checks	62.2	166
581	complete	completed, completes, completing	62.2	166
582	lie	lain, lied, lies, lying	62.2	166
583	pick	picked, picking, picks	62.2	166
584	reduce	reduced, reduces, reducing	62.2	165
585	personal	personals	62.2	165
586	ground	grounded, grounding, grounds	62.2	165
587	animal	animals	62.2	165
588	arrive	arrived, arrives, arriving	62.2	165
589	patient	patients	62.2	165
590	current	currents	62.1	164
591	century	centuries	62.1	163
592	evidence	evidenced, evidences, evidencing	62.1	163
593	exist	existed, existing, exists	62.1	163
594	similar		62.1	163
595	fight	fighting, fights, fought	62.1	163
596	leader	leaders	62.1	163
597	fine	fined, finer, fines, finest, fining	62.1	162
598	street	streets	62.1	162
599	former	formers	62.1	162
600	contact	contacted, contacting, contacts	62.1	162
601	particularly		62.1	162
602	wife	wives	62.1	161
603	sport	sported, sporting, sports	62.1	161
604	prepare	prepared, prepares, preparing	62	160
605	discuss	discussed, discusses, discussing	62	160
606	response	responses	62	159
607	voice	voiced, voices, voicing	62	159
608	piece	pieced, pieces, piecing	62	159
609	finish	finished, finishes, finishing	62	158
610	suppose	supposed, supposes, supposing	62	157
611	apply	applied, applies, applying	62	157
612	president	presidents	62	157
613	fire	fired, fires, firing, firings	62	157
614	compare	compared, compares, comparing	62	157
615	court	courted, courting, courts	61.9	156
616	police	policed, polices, policing	61.9	156
617	store	stored, stores, storing	61.9	156
618	poor	poorer, poorest	61.9	156
619	knowledge		61.9	155
620	laugh	laughed, laughing, laughs	61.9	155
621	arm	armed, arming, arms	61.9	155
622	heart	hearted, hearts	61.9	155
623	source	sourced, sources, sourcing	61.9	155
624	employee	employees	61.9	154
625	manage	managed, manages, managing	61.9	154
626	simply		61.9	153
627	bank	banked, banking, banks	61.9	153
628	firm	firmed, firmer, firmest, firming, firms	61.8	153
629	cell	celled, cells	61.8	153
630	article	articled, articles, articling	61.8	152
631	fast	fasted, faster, fastest, fasting, fasts	61.8	151
632	attack	attacked, attacking, attacks	61.8	151
633	foreign		61.8	151
634	surprise	surprised, surprises, surprising	61.8	151
635	feature	featured, features, featuring	61.8	150
636	factor	factored, factoring, factors	61.8	150
637	pretty	prettier, pretties, prettiest, prettying	61.8	150
638	recently		61.8	150
639	affect	affected, affecting, affects	61.8	150
640	drop	dropped, dropping, drops	61.8	150
641	recent		61.7	149
642	relate	related, relates, relating	61.7	149
643	official	officials	61.7	149
644	financial	financials	61.7	149
645	miss	missed, misses, missing	61.7	149
646	art	arts	61.7	149
647	campaign	campaigned, campaigning, campaigns	61.7	148
648	private		61.7	148
649	pause	paused, pauses, pausing	61.7	148
650	everyone		61.7	148
651	forget	forgets, forgetting, forgot, forgotten	61.7	147
652	page	paged, pages, paging	61.7	147
653	worry	worried, worries, worrying	61.7	147
654	summer	summered, summers	61.7	147
655	drink	drank, drinking, drinks	61.7	147
656	opinion	opinioned, opinions	61.7	147
657	park	parked, parking, parks	61.7	146
658	represent	represented, representing, represents	61.6	146
659	key	keyed, keying, keys	61.6	146
660	inside	insides	61.6	145
661	manager	managers	61.6	145
662	international	internationals	61.6	144
663	contain	contained, containing, contains	61.6	144
664	notice	noticed, notices, noticing	61.6	143
665	wonder	wondered, wondering, wonders	61.6	143
666	nature	natured, natures	61.5	143
667	structure	structured, structures, structuring	61.5	143
668	section	sectioned, sectioning, sections	61.5	142
669	myself		61.5	142
670	exactly		61.5	142
671	plant	planted, planting, plants	61.5	142
672	paint	painted, painting, paintings, paints	61.5	142
673	worker	workers	61.5	141
674	press	pressed, presses, pressing	61.5	141
675	whatever		61.5	141
676	necessary	necessaries	61.5	141
677	region	regions	61.5	141
678	growth	growths	61.5	140
679	evening	evenings	61.5	140
680	influence	influenced, influences, influencing	61.5	140
681	respect	respected, respecting, respects	61.5	140
682	various		61.5	140
683	catch	catches, catching, caught	61.4	140
684	thus		61.4	139
685	skill	skilled, skills	61.4	139
686	attempt	attempted, attempting, attempts	61.4	139
687	son	sons	61.4	139
688	simple	simpler, simplest	61.4	138
689	medium	mediums	61.4	138
690	average	averaged, averages, averaging	61.4	138
691	stock	stocked, stocking, stocks	61.4	138
692	management	managements	61.4	138
693	character	characters	61.4	138
694	bed	bedded, bedding, beds	61.4	137
695	hit	hits, hitting	61.4	137
696	establish	established, establishes, establishing	61.4	137
697	indeed		61.4	137
698	final	finals	61.4	137
699	economy	economies	61.4	137
700	fit	fits, fitted, fitter, fittest, fitting, fittings	61.4	137
701	guy	guys	61.3	136
702	function	functioned, functioning, functions	61.3	135
703	yesterday	yesterdays	61.3	135
704	image	imaged, images, imaging	61.3	135
705	size	sized, sizes, sizing	61.3	135
706	behavior	behaviors, behaviour, behaviours	61.3	135
707	addition	additions	61.3	135
708	determine	determined, determines, determining	61.3	134
709	station	stationed, stationing, stations	61.3	134
710	population	populations	61.3	134
711	fail	failed, failing, failings, fails	61.3	134
712	environment	environments	61.3	134
713	production	productions	61.3	133
714	contract	contracted, contracting, contracts	61.2	133
715	player	players	61.2	132
716	comment	commented, commenting, comments	61.2	132
717	enter	entered, entering, enters	61.2	132
718	occur	occurred, occurring, occurs	61.2	132
719	alone		61.2	132
720	significant		61.2	131
721	drug	drugged, drugging, drugs	61.2	131
722	wall	walled, walling, walls	61.2	131
723	series		61.2	131
724	direct	directed, directing, directs	61.2	131
725	success	successes	61.1	130
726	tomorrow	tomorrows	61.1	130
727	director	directors	61.1	130
728	clearly		61.1	130
729	lack	lacked, lacking, lacks	61.1	129
730	review	reviewed, reviewing, reviews	61.1	129
731	depend	depended, depending, depends	61.1	129
732	race	raced, races, racing	61.1	129
733	recognize	recognise, recognised, recognises, recognising, recognized, recognizes, recognizing	61.1	129
734	window	windowed, windowing, windows	61.1	129
735	purpose	purposed, purposes, purposing	61.1	128
736	department	departments	61.1	128
737	gain	gained, gaining, gains	61.1	128
738	tree	trees	61.1	128
739	college	colleges	61.1	128
740	argue	argued, argues, arguing	61.1	128
741	board	boarded, boarding, boards	61.1	128
742	holiday	holidayed, holidaying, holidays	61	127
743	mark	marked, marking, markings, marks	61	127
744	church	churched, churches, churching	61	127
745	machine	machined, machines, machining	61	126
746	achieve	achieved, achieves, achieving	61	126
747	item	items	61	126
748	prove	proved, proven, proves, proving	61	126
749	cent	cents	61	126
750	season	seasoned, seasoning, seasonings, seasons	61	126
751	floor	floored, flooring, floors	61	126
752	stuff	stuffed, stuffing, stuffs	61	126
753	wide	wider, widest	61	126
754	anyone		61	126
755	method	methods	61	126
756	analysis	analyses	61	126
757	election	elections	61	126
758	military	militaries	61	126
759	hotel	hotels	61	126
760	club	clubbed, clubbing, clubs	61	126
761	below		61	126
762	movie	movies	61	126
763	doctor	doctored, doctoring, doctors	61	125
764	discussion	discussions	61	125
765	sorry	sorrier, sorriest	61	125
766	challenge	challenged, challenges, challenging	61	125
767	nation	nations	61	125
768	nearly		61	125
769	statement	statements	61	125
770	link	linked, linking, links	60.9	124
771	despite		60.9	124
772	introduce	introduced, introduces, introducing	60.9	124
773	advantage	advantaged, advantages	60.9	124
774	ready	readied, readier, readies, readiest, readying	60.9	124
775	marry	married, marries, marrying	60.9	124
776	strike	strikes, striking, struck	60.9	124
777	mile	miles	60.9	124
778	seek	seeking, seeks, sought	60.9	123
779	ability	abilities	60.9	123
780	unit	units	60.9	123
781	card	carded, carding, cards	60.9	123
782	hospital	hospitals	60.9	123
783	quickly		60.9	122
784	interview	interviewed, interviewing, interviews	60.9	122
785	agreement	agreements	60.9	122
786	release	released, releases, releasing	60.9	122
787	tax	taxed, taxes, taxing	60.9	122
788	solution	solutions	60.8	122
789	capital	capitals	60.8	121
790	popular		60.8	121
791	specific	specifics	60.8	121
792	beautiful		60.8	121
793	fear	feared, fearing, fears	60.8	121
794	aim	aimed, aiming, aims	60.8	121
795	television	televisions	60.8	120
796	serious		60.8	120
797	target	targeted, targeting, targets	60.8	120
798	degree	degrees	60.8	120
799	pull	pulled, pulling, pulls	60.8	120
800	red	redder, reddest, reds	60.8	119
801	husband	husbanded, husbanding, husbands	60.8	119
802	access	accessed, accesses, accessing	60.8	119
803	movement	movements	60.8	119
804	treat	treated, treating, treats	60.7	119
805	identify	identified, identifies, identifying	60.7	118
806	loss	losses	60.7	118
807	shall		60.7	118
808	modern		60.7	117
809	pressure	pressured, pressures, pressuring	60.7	117
810	bus	bused, buses, busing	60.7	117
811	treatment	treatments	60.7	117
812	yourself	yourselves	60.7	117
813	supply	supplied, supplies, supplying	60.7	116
814	village	villages	60.6	116
815	worth		60.6	116
816	natural	naturals	60.6	116
817	express	expressed, expresses, expressing	60.6	116
818	indicate	indicated, indicates, indicating	60.6	116
819	attend	attended, attending, attends	60.6	116
820	brother	brothers	60.6	116
821	investment	investments	60.6	116
822	score	scored, scores, scoring	60.6	115
823	organize	organise, organised, organises, organising, organized, organizes, organizing	60.6	115
824	trip	tripped, tripping, trips	60.6	115
825	beyond		60.6	115
826	sleep	sleeping, sleeps, slept	60.6	115
827	fish	fished, fishes, fishing	60.6	115
828	promise	promised, promises, promising	60.6	115
829	potential	potentials	60.6	115
830	energy	energies	60.6	115
831	trouble	troubled, troubles, troubling	60.6	115
832	relation	relations	60.6	114
833	touch	touched, touches, touching	60.6	114
834	file	filed, files, filing, filings	60.6	114
835	middle	middled, middles, middling	60.6	114
836	bar	barred, barring, bars	60.6	114
837	suffer	suffered, suffering, sufferred, sufferring, suffers	60.5	113
838	strategy	strategies	60.5	113
839	deep	deeper, deepest, deeps	60.5	113
840	except	excepted, excepting, excepts	60.5	113
841	clean	cleaned, cleaning, cleans	60.5	113
842	tend	tended, tending, tends	60.5	113
843	advance	advanced, advances, advancing	60.5	113
844	fill	filled, filling, fillings, fills	60.5	113
845	star	starred, starring, stars	60.5	113
846	network	networked, networking, networks	60.5	112
847	generally		60.5	112
848	operation	operations	60.5	112
849	match	matched, matches, matching	60.5	111
850	avoid	avoided, avoiding, avoids	60.5	111
851	seat	seated, seating, seats	60.5	111
852	throw	threw, throwing, thrown, throws	60.4	111
853	task	tasked, tasking, tasks	60.4	111
854	normal	normals	60.4	110
855	goal	goals	60.4	110
856	associate	associated, associates, associating	60.4	110
857	blue	blued, bluer, blues, bluest, bluing	60.4	110
858	positive	positives	60.4	110
859	option	options	60.4	110
860	box	boxed, boxes, boxing	60.4	109
861	huge	huger, hugest	60.4	109
862	message	messaged, messages, messaging	60.4	109
863	instance	instanced, instances, instancing	60.4	109
864	style	styled, styles, styling	60.4	109
865	refer	refered, refering, referred, referring, refers	60.4	109
866	cold	colder, coldest, colds	60.4	109
867	push	pushed, pushes, pushing	60.4	109
868	quarter	quartered, quartering, quarters	60.4	109
869	assume	assumed, assumes, assuming	60.3	108
870	baby	babied, babies, babying	60.3	108
871	successful		60.3	108
872	sing	sang, singing, sings, sung	60.3	108
873	doubt	doubted, doubting, doubts	60.3	108
874	competition	competitions	60.3	108
875	theory	theories	60.3	108
876	propose	proposed, proposes, proposing	60.3	107
877	reference	referenced, references, referencing	60.3	107
878	argument	arguments	60.3	107
879	adult	adults	60.3	107
880	fly	flew, flies, flown, flying	60.3	107
881	document	documented, documenting, documents	60.3	107
882	pattern	patterned, patterning, patterns	60.3	107
883	application	applications	60.3	107
884	hot	hots, hotter, hottest	60.3	107
885	obviously		60.3	107
886	unclear		60.3	106
887	bill	billed, billing, bills	60.3	106
888	search	searched, searches, searching	60.3	106
889	separate	separated, separates, separating	60.3	106
890	central	centrals	60.3	106
891	career	careered, careering, careers	60.3	106
892	anyway	anyways	60.3	106
893	speech	speeches	60.2	106
894	dog	dogged, dogging, dogs	60.2	106
895	officer	officered, officering, officers	60.2	106
896	throughout		60.2	106
897	oil	oiled, oiling, oils	60.2	105
898	dress	dressed, dresses, dressing	60.2	105
899	profit	profited, profiting, profits	60.2	105
900	guess	guessed, guesses, guessing	60.2	105
901	fun		60.2	105
902	protect	protected, protecting, protects	60.2	105
903	resource	resourced, resources, resourcing	60.2	105
904	science	sciences	60.2	104
905	disease	diseased, diseases	60.2	104
906	balance	balanced, balances, balancing	60.2	104
907	damage	damaged, damages, damaging	60.2	104
908	basis		60.2	104
909	author	authored, authoring, authors	60.2	104
910	basic	basics	60.2	104
911	encourage	encouraged, encourages, encouraging	60.2	104
912	hair	haired, hairs	60.2	104
913	male	males	60.1	103
914	operate	operated, operates, operating	60.1	103
915	reflect	reflected, reflecting, reflects	60.1	103
916	exercise	exercised, exercises, exercising	60.1	103
917	useful		60.1	103
918	restaurant	restaurants	60.1	103
919	income	incomes	60.1	103
920	property	properties	60.1	103
921	previous		60.1	103
922	dark	darker, darkest	60.1	103
923	imagine	imagined, imagines, imagining, imaginings	60.1	102
924	okay	ok, okayed, okaying, okays	60.1	102
925	earn	earned, earning, earnings, earns	60.1	102
926	daughter	daughters	60.1	102
927	post	posted, posting, postings, posts	60.1	102
928	newspaper	newspapers	60.1	102
929	define	defined, defines, defining	60.1	101
930	conclusion	conclusions	60.1	101
931	clock	clocked, clocking, clocks	60.1	101
932	everybody		60	101
933	weekend	weekending, weekends	60	101
934	perform	performed, performing, performs	60	101
935	professional	professionals	60	101
936	mine	mined, mines, mining	60	101
937	debate	debated, debates, debating	60	101
938	memory	memories	60	101
939	green	greened, greener, greenest, greening, greens	60	101
940	song	songs	60	101
941	object	objected, objecting, objects	60	100
942	maintain	maintained, maintaining, maintains	60	100
943	credit	credited, crediting, credits	60	100
944	ring	rang, ringed, ringing, rings, rung	60	100
945	discover	discovered, discovering, discovers	60	99
946	dead	deader, deadest	60	99
947	afternoon	afternoons	60	99
948	prefer	prefered, prefering, preferred, preferring, prefers	60	99
949	extend	extended, extending, extends	60	99
950	possibility	possibilities	59.9	99
951	direction	directions	59.9	99
952	facility	facilities	59.9	99
953	variety	varieties	59.9	98
954	daily	dailies	59.9	98
955	clothes		59.9	98
956	screen	screened, screening, screenings, screens	59.9	98
957	track	tracked, tracking, tracks	59.9	98
958	dance	danced, dances, dancing	59.9	97
959	completely		59.9	97
960	female	females	59.9	97
961	responsibility	responsibilities	59.9	97
962	original	originals	59.8	96
963	sister	sisters	59.8	96
964	rock	rocked, rocking, rocks	59.8	96
965	dream	dreamed, dreaming, dreams, dreamt	59.8	96
966	nor		59.8	96
967	university	universities	59.8	96
968	easily		59.8	96
969	agency	agencies	59.8	96
970	dollar	dollars	59.8	96
971	garden	gardened, gardening, gardens	59.8	95
972	fix	fixed, fixes, fixing, fixings	59.8	95
973	ahead		59.8	95
974	cross	crossed, crosses, crossing, crossings	59.8	95
975	yeah		59.8	95
976	weight	weighted, weighting, weights	59.7	94
977	legal		59.7	94
978	proposal	proposals	59.7	94
979	version	versions	59.7	94
980	conversation	conversations	59.7	93
981	somebody		59.7	93
982	pound	pounded, pounding, pounds	59.7	93
983	magazine	magazines	59.7	93
984	shape	shaped, shapes, shaping	59.7	93
985	sea	seas	59.7	93
986	immediately		59.7	93
987	welcome	welcomed, welcomes, welcoming	59.7	93
988	smile	smiled, smiles, smiling	59.7	93
989	communication	communications	59.7	93
990	agent	agents	59.7	92
991	traditional		59.7	92
992	replace	replaced, replaces, replacing	59.6	92
993	judge	judged, judges, judging	59.6	92
994	herself		59.6	92
995	suddenly		59.6	92
996	generation	generations	59.6	92
997	estimate	estimated, estimates, estimating	59.6	92
998	favorite	favorites, favourite, favourites	59.6	92
999	difficulty	difficulties	59.6	92
1000	purchase	purchased, purchases, purchasing	59.6	91
1001	shoot	shooting, shootings, shoots	59.6	91
1002	announce	announced, announces, announcing	59.6	91
1003	unless		59.6	91
1004	independent	independents	59.6	91
1005	recommend	recommended, recommending, recommends	59.6	91
1006	survey	surveyed, surveying, surveys	59.6	91
1007	majority	majorities	59.6	91
1008	stick	sticking, sticks, stuck	59.6	91
1009	request	requested, requesting, requests	59.6	90
1010	rich	richer, richest	59.5	90
1011	wind	winded, winding, winds	59.5	90
1012	none		59.5	90
1013	exchange	exchanged, exchanges, exchanging	59.5	90
1014	budget	budgeted, budgeting, budgets	59.5	89
1015	famous		59.5	89
1016	blood	blooded, blooding, bloods	59.5	89
1017	appropriate	appropriated, appropriates, appropriating	59.5	89
1018	block	blocked, blocking, blocks	59.5	89
1019	warm	warmed, warmer, warmest, warming, warms	59.5	89
1020	count	counted, counting, counts	59.5	89
1021	scene	scenes	59.5	89
1022	writer	writers	59.5	89
1023	content	contented, contenting, contents	59.5	89
1024	prevent	prevented, preventing, prevents	59.5	89
1025	safe	safer, safest	59.5	89
1026	invite	invited, invites, inviting	59.5	88
1027	mix	mixed, mixes, mixing	59.5	88
1028	element	elements	59.4	88
1029	effective		59.4	88
1030	correct	corrected, correcting, corrects	59.4	88
1031	medical	medicals	59.4	88
1032	admit	admits, admitted, admitting	59.4	88
1033	beat	beaten, beating, beatings, beats	59.4	87
1034	telephone	telephoned, telephones, telephoning	59.4	87
1035	copy	copied, copies, copying	59.4	87
1036	committee	committees	59.4	87
1037	aware		59.4	87
1038	advice	advices	59.4	87
1039	handle	handled, handles, handling	59.4	87
1040	glass	glassed, glasses, glassing	59.4	87
1041	trial	trialed, trialing, trialled, trialling, trials	59.4	87
1042	stress	stressed, stresses	59.4	87
1043	radio	radioed, radios	59.4	86
1044	administration	administrations	59.4	86
1045	complex	complexes	59.4	86
1046	text	texts	59.3	86
1047	context	contexts	59.3	86
1048	ride	ridden, rides, riding, rode	59.3	86
1049	directly		59.3	86
1050	heavy	heavier, heavies, heaviest	59.3	86
1051	remove	removed, removes, removing	59.3	86
1052	conduct	conducted, conducting, conducts	59.3	86
1053	equipment	equipments	59.3	86
1054	otherwise		59.3	86
1055	title	titled, titles, titling	59.3	86
1056	extra	extras	59.3	85
1057	executive	executives	59.3	85
1058	chair	chaired, chairing, chairs	59.3	85
1059	expensive		59.3	85
1060	sample	sampled, samples, sampling, samplings	59.3	85
1061	sex	sexes	59.3	85
1062	deliver	delivered, delivering, delivers	59.3	85
1063	video	videoed, videos	59.3	85
1064	connection	connections, connexion, connexions	59.3	85
1065	primary	primaries	59.3	85
1066	weather	weathered, weathering, weathers	59.3	85
1067	collect	collected, collecting, collects	59.3	84
1068	inform	informed, informing, informs	59.3	84
1069	principle	principled, principles	59.3	84
1070	straight	straighter, straightest	59.2	84
1071	appeal	appealed, appealing, appeals	59.2	84
1072	highly		59.2	84
1073	trust	trusted, trusting, trusts	59.2	84
1074	wonderful		59.2	84
1075	flat	flats	59.2	84
1076	absolutely		59.2	84
1077	flow	flowed, flowing, flows	59.2	84
1078	fair	faired, fairer, fairest, fairing, fairs	59.2	84
1079	additional		59.2	83
1080	responsible		59.2	83
1081	farm	farmed, farming, farms	59.2	83
1082	collection	collections	59.2	83
1083	hang	hanged, hanging, hangings, hangs, hung	59.2	83
1084	negative	negatives	59.2	83
1085	band	banded, bands	59.2	83
1086	relative	relatives	59.2	83
1087	tour	toured, touring, tours	59.2	83
1088	alternative	alternatives	59.2	83
1089	software		59.2	83
1090	pair	paired, pairing, pairings, pairs	59.2	82
1091	ship	shipped, shipping, ships	59.2	82
1092	attitude	attitudes	59.1	82
1093	cheap	cheaper, cheapest	59.1	82
1094	double	doubled, doubles, doubling	59.1	82
1095	leg	legged, legging, leggings, legs	59.1	82
1096	observe	observed, observes, observing	59.1	82
1097	sentence	sentenced, sentences, sentencing	59.1	82
1098	print	printed, printing, printings, prints	59.1	82
1099	progress	progressed, progresses, progressing	59.1	82
1100	truth	truths	59.1	82
1101	nobody	nobodies	59.1	82
1102	examine	examined, examines, examining	59.1	81
1103	lay	laid, laying, lays	59.1	81
1104	speed	sped, speeded, speeding, speeds	59.1	81
1105	politics		59.1	81
1106	reply	replied, replies, replying	59.1	81
1107	display	displayed, displaying, displays	59.1	81
1108	transfer	transfering, transferred, transferring, transfers	59.1	81
1109	perfect	perfected, perfecting, perfects	59.1	81
1110	slightly		59.1	81
1111	overall		59.1	81
1112	intend	intended, intending, intends	59.1	80
1113	user	users	59.1	80
1114	respond	responded, responding, responds	59.1	80
1115	dinner	dinners	59	80
1116	slow	slowed, slower, slowest, slowing, slows	59	80
1117	regular	regulars	59	80
1118	physical	physicals	59	80
1119	apart		59	80
1120	suit	suited, suiting, suits	59	80
1121	federal		59	80
1122	reveal	revealed, revealing, revealled, revealling, reveals	59	80
1123	percentage	percentages	59	79
1124	peace	peaces	59	79
1125	status		59	79
1126	crime	crimes	59	79
1127	decline	declined, declines, declining	59	79
1128	decade	decades	59	79
1129	launch	launched, launches, launching	59	79
1130	warn	warned, warning, warnings, warns	59	79
1131	consumer	consumers	59	79
1132	favor	favored, favoring, favors, favour, favoured, favouring, favours	59	79
1133	dry	dried, drier, dries, driest, drying	58.9	78
1134	partner	partnered, partnering, partners	58.9	78
1135	institution	institutions	58.9	78
1136	spot	spots, spotted, spotting	58.9	78
1137	horse	horsed, horses, horsing	58.9	78
1138	eventually		58.9	78
1139	heat	heated, heating, heats	58.9	78
1140	excite	excited, excites, exciting	58.9	78
1141	reader	readers	58.9	78
1142	importance		58.9	78
1143	distance	distanced, distances, distancing	58.9	78
1144	guide	guided, guides, guiding	58.9	78
1145	grant	granted, granting, grants	58.9	78
1146	taxi	taxies, taxiing, taxis	58.9	77
1147	feed	fed, feeding, feedings, feeds	58.9	77
1148	pain	pained, paining, pains	58.9	77
1149	sector	sectors	58.9	77
1150	mistake	mistakes, mistaking, mistook	58.9	77
1151	ensure	ensured, ensures, ensuring	58.9	77
1152	satisfy	satisfied, satisfies, satisfying	58.9	77
1153	chief	chiefs	58.9	77
1154	cool	cooled, coolest, cooling, cools	58.8	77
1155	expert	experts	58.8	77
1156	wave	waved, waves, waving	58.8	77
1157	south		58.8	77
1158	labor	labored, laboring, labors, labour, laboured, labouring, labours	58.8	76
1159	surface	surfaced, surfaces, surfacing	58.8	76
1160	library	libraries	58.8	76
1161	excellent		58.8	76
1162	edge	edged, edges, edging	58.8	76
1163	camp	camped, camping, camps	58.8	76
1164	audience	audiences	58.8	76
1165	lift	lifted, lifting, lifts	58.8	76
1166	procedure	procedures	58.8	76
1167	email	emailed, emailing, emails	58.8	76
1168	global		58.8	76
1169	struggle	struggled, struggles, struggling	58.8	76
1170	advertise	advertised, advertises, advertising, advertize, advertized, advertizes, advertizing	58.8	75
1171	select	selected, selecting, selects	58.8	75
1172	surround	surrounded, surrounding, surroundings, surrounds	58.8	75
1173	extent	extents	58.7	75
1174	river	rivers	58.7	75
1175	annual	annuals	58.7	75
1176	fully		58.7	75
1177	contrast	contrasted, contrasting, contrasts	58.7	75
1178	roll	rolled, rolling, rolls	58.7	74
1179	reality	realities	58.7	74
1180	photograph	photographed, photographing, photographs	58.7	74
1181	artist	artists	58.7	74
1182	conflict	conflicted, conflicting, conflicts	58.7	74
1183	entire		58.7	74
1184	presence	presences	58.7	74
1185	crowd	crowded, crowding, crowds	58.7	74
1186	corner	cornered, cornering, corners	58.7	74
1187	gas	gases, gassed, gasses, gassing	58.7	74
1188	shift	shifted, shifting, shifts	58.7	74
1189	net	nets, netted, netting	58.7	74
1190	category	categories	58.7	74
1191	secretary	secretaries	58.7	74
1192	defense	defence, defences, defenses	58.7	74
1193	quick	quicker, quickest	58.7	74
1194	cook	cooked, cooking, cooks	58.7	74
1195	spread	spreading, spreads	58.7	73
1196	nuclear		58.7	73
1197	scale	scaled, scales, scaling	58.7	73
1198	driver	drivers	58.7	73
1199	ball	balled, balling, balls	58.6	73
1200	cry	cried, cries, crying	58.6	73
1201	introduction	introductions	58.6	73
1202	requirement	requirements	58.6	73
1203	north		58.6	73
1204	confirm	confirmed, confirming, confirms	58.6	73
1205	senior	seniors	58.6	72
1206	photo	photos	58.6	72
1207	refuse	refused, refuses, refusing	58.6	72
1208	transport	transported, transporting, transports	58.6	72
1209	emerge	emerged, emerges, emerging	58.6	72
1210	map	mapped, mapping, maps	58.6	72
1211	concept	concepts	58.6	72
1212	island	islanded, islanding, islands	58.6	72
1213	reform	reformed, reforming, reforms	58.6	72
1214	neither		58.6	72
1215	football	footballs	58.6	72
1216	survive	survived, survives, surviving	58.6	72
1217	flight	flights	58.6	72
1218	left	lefts	58.6	72
1219	solve	solved, solves, solving	58.5	72
1220	neighbor	neighbored, neighboring, neighbors, neighbour, neighboured, neighbouring, neighbours	58.5	72
1221	background	backgrounds	58.5	71
1222	technique	techniques	58.5	71
1223	traffic	trafficked, trafficking, trafficks, traffics	58.5	71
1224	improvement	improvements	58.5	71
1225	tool	tooled, tooling, tools	58.5	71
1226	consequence	consequences	58.5	71
1227	circumstance	circumstances	58.5	71
1228	smoke	smoked, smokes, smoking	58.5	71
1229	reaction	reactions	58.5	71
1230	rain	rained, raining, rains	58.5	71
1231	busy	busied, busier, busies, busiest, busying	58.5	71
1232	lesson	lessons	58.5	71
1233	brain	brained, braining, brains	58.5	71
1234	mass	massed, masses, massing	58.5	71
1235	funny	funnier, funniest	58.5	71
1236	contribute	contributed, contributes, contributing	58.5	71
1237	failure	failures	58.5	71
1238	schedule	scheduled, schedules, scheduling	58.5	71
1239	speaker	speakers	58.5	70
1240	bottom	bottomed, bottoming, bottoms	58.5	70
1241	adopt	adopted, adopting, adopts	58.5	70
1242	combine	combined, combines, combining	58.5	70
1243	mountain	mountains	58.5	70
1244	waste	wasted, wastes, wasting	58.5	70
1245	hide	hid, hidden, hides, hiding	58.5	70
1246	marriage	marriages	58.5	70
1247	ticket	ticketed, ticketing, tickets	58.5	70
1248	meal	meals	58.4	70
1249	colleague	colleagues	58.4	70
1250	bag	bagged, bagging, bags	58.4	70
1251	repeat	repeated, repeating, repeats	58.4	70
1252	equal	equaled, equaling, equalled, equalling, equals	58.4	70
1253	expression	expressions	58.4	70
1254	plus	pluses	58.4	70
1255	extremely		58.4	70
1256	owner	owners	58.4	70
1257	plane	planed, planes	58.4	69
1258	commercial	commercials	58.4	69
1259	lady	ladies	58.4	69
1260	duty	duties	58.4	69
1261	strength	strengths	58.4	69
1262	connect	connected, connecting, connects	58.4	69
1263	cultural		58.4	69
1264	arrange	arranged, arranges, arranging	58.4	68
1265	scheme	schemed, schemes, scheming	58.3	68
1266	payment	payments	58.3	68
1267	unfortunately		58.3	68
1268	brief	briefed, briefer, briefest, briefing, briefings, briefs	58.3	68
1269	bird	birded, birding, birds	58.3	68
1270	demonstrate	demonstrated, demonstrates, demonstrating	58.3	68
1271	contribution	contributions	58.3	68
1272	appreciate	appreciated, appreciates, appreciating	58.3	68
1273	chapter	chapters	58.3	68
1274	secret	secrets	58.3	68
1275	apparently		58.3	68
1276	novel	novels	58.3	68
1277	union	unions	58.3	68
1278	burn	burned, burning, burns, burnt	58.3	68
1279	trend	trended, trending, trends	58.3	68
1280	initial	initialed, initialing, initialled, initialling, initials	58.3	68
1281	pleasure	pleasured, pleasures, pleasuring	58.3	68
1282	suggestion	suggestions	58.3	68
1283	critical		58.3	67
1284	gather	gathered, gathering, gatherings, gathers	58.3	67
1285	mostly		58.3	67
1286	earth	earthed, earths	58.3	67
1287	pop	popped, popping, pops	58.3	67
1288	essential	essentials	58.3	67
1289	desire	desired, desires, desiring	58.3	67
1290	promote	promoted, promotes, promoting	58.3	67
1291	currently		58.3	67
1292	employ	employed, employing, employs	58.3	67
1293	path	paths	58.3	67
1294	topic	topics	58.3	67
1295	beach	beached, beaches, beaching	58.3	67
1296	attract	attracted, attracting, attracts	58.3	67
1297	engage	engaged, engages, engaging	58.3	67
1298	powerful		58.2	67
1299	flower	flowered, flowering, flowers	58.2	67
1300	crisis	crises	58.2	67
1301	settle	settled, settles, settling	58.2	67
1302	boat	boated, boating, boats	58.2	66
1303	aid	aided, aiding, aids	58.2	66
1304	fan	fanned, fanning, fans	58.2	66
1305	kitchen	kitchens	58.2	66
1306	twice		58.2	66
1307	fresh	fresher, freshest	58.2	66
1308	delay	delayed, delaying, delays	58.2	66
1309	safety	safeties	58.2	66
1310	engineer	engineered, engineering, engineers	58.2	66
1311	quiet	quieted, quieter, quietest, quieting, quiets	58.2	66
1312	insurance	insurances	58.2	66
1313	nurse	nursed, nurses, nursing	58.2	66
1314	divide	divided, divides, dividing	58.2	66
1315	length	lengths	58.2	66
1316	investigation	investigations	58.2	66
1317	package	packaged, packages, packaging	58.2	66
1318	somewhere		58.2	66
1319	expand	expanded, expanding, expands	58.2	66
1320	commit	commits, committed, committing	58.2	66
1321	obvious		58.2	66
1322	jump	jumped, jumping, jumps	58.2	65
1323	weapon	weapons	58.2	65
1324	relatively		58.2	65
1325	host	hosted, hosting, hosts	58.2	65
1326	winter	wintered, wintering, winters	58.1	65
1327	district	districts	58.1	65
1328	broad	broader, broadest	58.1	65
1329	tire	tired, tires, tiring	58.1	65
1330	spring	sprang, springing, springs, sprung	58.1	65
1331	spirit	spirited, spiriting, spirits	58.1	64
1332	lunch	lunched, lunches, lunching	58.1	64
1333	actual		58.1	64
1334	pool	pooled, pooling, pools	58.1	64
1335	battle	battled, battles, battling	58.1	64
1336	tradition	traditions	58.1	64
1337	cash	cashed, cashes, cashing	58.1	64
1338	hardly		58.1	64
1339	award	awarded, awarding, awards	58.1	64
1340	coach	coached, coaches, coaching	58.1	64
1341	experiment	experimented, experimenting, experiments	58.1	64
1342	consideration	considerations	58.1	64
1343	strange	strangest	58.1	64
1344	code	coded, codes, coding	58.1	64
1345	possibly		58	64
1346	threat	threats	58	64
1347	accident	accidents	58	64
1348	impossible		58	64
1349	revenue	revenues	58	64
1350	enable	enabled, enables, enabling	58	64
1351	afraid		58	63
1352	active	actives	58	63
1353	conclude	concluded, concludes, concluding	58	63
1354	religious		58	63
1355	cancer	cancers	58	63
1356	convince	convinced, convinces, convincing	58	63
1357	vary	varied, varies, varying	58	63
1358	environmental		58	63
1359	sun	sunned, sunning, suns	58	63
1360	healthy	healthier, healthiest	58	63
1361	blow	blew, blowing, blown, blows	58	63
1362	volume	volumes	58	63
1363	location	locations	58	63
1364	invest	invested, investing, invests	58	63
1365	proceed	proceeded, proceeding, proceedings, proceeds	58	63
1366	wash	washed, washes, washing	58	63
1367	actor	actors	58	63
1368	glad	gladder, gladdest	58	63
1369	tape	taped, tapes, taping	58	62
1370	whereas		58	62
1371	opposite	opposites	58	62
1372	stone	stoned, stones, stoning	58	62
1373	sum	summed, summing, sums	58	62
1374	murder	murdered, murdering, murders	57.9	62
1375	monitor	monitored, monitoring, monitors	57.9	62
1376	soldier	soldiered, soldiering, soldiers	57.9	62
1377	finance	financed, finances, financing	57.9	62
1378	hate	hated, hates, hating	57.9	62
1379	egg	egged, egging, eggs	57.9	62
1380	concert	concerted, concerts	57.9	62
1381	shock	shocked, shocking, shocks	57.9	62
1382	comfortable		57.9	62
1383	usual		57.9	62
1384	carefully		57.9	62
1385	pack	packed, packing, packs	57.9	62
1386	recall	recalled, recalls	57.9	62
1387	wine	wines, wining	57.9	62
1388	camera	cameras	57.9	62
1389	swim	swam, swimming, swims, swum	57.9	62
1390	manufacture	manufactured, manufactures, manufacturing	57.9	62
1391	theater	theaters, theatre, theatres	57.9	61
1392	cycle	cycled, cycles, cycling	57.9	61
1393	coffee	coffees	57.9	61
1394	totally		57.9	61
1395	museum	museums	57.9	61
1396	visitor	visitors	57.9	61
1397	freedom	freedoms	57.9	61
1398	construction	constructions	57.9	61
1399	dear	dearer, dearest, dears	57.9	61
1400	objective	objectives	57.8	61
1401	moreover		57.8	61
1402	onto		57.8	61
1403	historical		57.8	61
1404	oppose	opposed, opposes, opposing	57.8	61
1405	branch	branched, branches, branching	57.8	61
1406	vehicle	vehicles	57.8	61
1407	scientist	scientists	57.8	60
1408	route	routes	57.8	60
1409	bind	binding, binds	57.8	60
1410	belong	belonged, belonging, belongings, belongs	57.8	60
1411	taste	tasted, tastes, tasting	57.8	60
1412	tonight		57.8	60
1413	fashion	fashioned, fashioning, fashions	57.8	60
1414	danger	dangers	57.8	60
1415	bomb	bombed, bombing, bombings, bombs	57.8	60
1416	army	armies	57.8	60
1417	dangerous		57.8	60
1418	decrease	decreased, decreases, decreasing	57.8	60
1419	hurt	hurting, hurts	57.8	60
1420	council	councils	57.8	60
1421	editor	editors	57.7	59
1422	normally		57.7	59
1423	sight	sighted, sighting, sightings, sights	57.7	59
1424	generate	generated, generates, generating	57.7	59
1425	gift	gifted, gifting, gifts	57.7	59
1426	delivery	deliveries	57.7	59
1427	deny	denied, denies, denying	57.7	59
1428	guest	guests	57.7	59
1429	anybody		57.7	59
1430	bedroom	bedrooms	57.7	59
1431	quote	quoted, quotes, quoting	57.7	59
1432	climb	climbed, climbing, climbs	57.7	59
1433	basically		57.7	59
1434	violence		57.7	59
1435	minister	ministered, ministering, ministers	57.7	59
1436	mainly		57.7	59
1437	mouth	mouthed, mouthing, mouths	57.7	59
1438	noise	noises	57.7	59
1439	manner	mannered, manners	57.7	59
1440	gun	gunned, gunning, guns	57.7	58
1441	square	squared, squarer, squares, squarest, squaring	57.7	58
1442	occasion	occasioned, occasioning, occasions	57.7	58
1443	familiar	familiars	57.6	58
1444	ignore	ignored, ignores, ignoring	57.6	58
1445	destroy	destroyed, destroying, destroys	57.6	58
1446	affair	affairs	57.6	58
1447	civil		57.6	58
1448	locate	located, locates, locating	57.6	58
1449	citizen	citizens	57.6	58
1450	temperature	temperatures	57.6	58
1451	gold		57.6	58
1452	domestic	domestics	57.6	57
1453	load	loaded, loading, loads	57.6	57
1454	belief	beliefs	57.6	57
1455	troop	troops	57.6	57
1456	technical		57.6	57
1457	remind	reminded, reminding, reminds	57.6	57
1458	arrangement	arrangements	57.6	57
1459	skin	skinned, skinning, skins	57.6	57
1460	prison	prisons	57.6	57
1461	switch	switched, switches, switching	57.5	57
1462	acquire	acquired, acquires, acquiring	57.5	57
1463	corporate		57.5	57
1464	fairly		57.5	57
1465	wood	wooded, woods	57.5	57
1466	participate	participated, participates, participating	57.5	57
1467	tough	tougher, toughest	57.5	57
1468	tear	tearing, tears, tore	57.5	57
1469	representative	representatives	57.5	57
1470	capacity	capacities	57.5	57
1471	border	bordered, bordering, borders	57.5	56
1472	shake	shaken, shakes, shaking, shook	57.5	56
1473	assessment	assessments	57.5	56
1474	shoe	shod, shoed, shoes	57.5	56
1475	ought	oughta, oughtn't	57.5	56
1476	ad	ads	57.5	56
1477	fee	fees	57.5	56
1478	hall	halls	57.5	56
1479	regulation	regulations	57.5	56
1480	escape	escaped, escapes, escaping	57.5	56
1481	studio	studios	57.5	56
1482	proper		57.5	56
1483	relax	relaxed, relaxes, relaxing	57.5	56
1484	tourist	tourists	57.5	56
1485	component	components	57.5	56
1486	afford	afforded, affording, affords	57.5	56
1487	lawyer	lawyers	57.5	56
1488	suspect	suspected, suspecting, suspects	57.5	56
1489	cup	cupped, cupping, cups	57.5	56
1490	description	descriptions	57.5	56
1491	confidence	confidences	57.4	55
1492	industrial	industrials	57.4	55
1493	complain	complained, complaining, complains	57.4	55
1494	perspective	perspectives	57.4	55
1495	error	errors	57.4	55
1496	arrest	arrested, arresting, arrests	57.4	55
1497	assess	assessed, assesses, assessing	57.4	55
1498	register	registered, registering, registers	57.4	55
1499	asset	assets	57.4	55
1500	signal	signaled, signaling, signalled, signalling, signals	57.4	55
1501	finger	fingered, fingering, fingers	57.4	55
1502	relevant		57.4	55
1503	explore	explored, explores, exploring	57.4	55
1504	leadership	leaderships	57.4	55
1505	commitment	commitments	57.4	54
1506	wake	waked, wakes, waking, woke, woken	57.4	54
1507	necessarily		57.3	54
1508	bright	brighter, brightest	57.3	54
1509	frame	framed, frames, framing	57.3	54
1510	slowly		57.3	54
1511	bond	bonded, bonding, bonds	57.3	54
1512	hire	hired, hires, hiring	57.3	54
1513	hole	holed, holes, holing	57.3	54
1514	tie	tied, ties, tying	57.3	54
1515	internal	internals	57.3	54
1516	chain	chained, chaining, chains	57.3	54
1517	literature	literatures	57.3	54
1518	victim	victims	57.3	54
1519	threaten	threatened, threatening, threatens	57.3	53
1520	division	divisions	57.3	53
1521	secure	secured, secures, securing	57.3	53
1522	amaze	amazed, amazes, amazing	57.3	53
1523	device	devices	57.3	53
1524	birth	birthed, birthing, births	57.3	53
1525	forest	forested, foresting, forests	57.3	53
1526	label	labeled, labeling, labelled, labelling, labels	57.3	53
1527	root	rooted, rooting, roots	57.3	53
1528	factory	factories	57.3	53
1529	expense	expensed, expenses, expensing	57.2	53
1530	channel	channeled, channeling, channelled, channelling, channels	57.2	53
1531	investigate	investigated, investigates, investigating	57.2	53
1532	recommendation	recommendations	57.2	53
1533	rank	ranked, ranking, rankings, ranks	57.2	53
1534	typical		57.2	53
1535	west		57.2	53
1536	friendly	friendlier, friendliest	57.2	53
1537	resident	residents	57.2	53
1538	provision	provisioned, provisioning, provisions	57.2	53
1539	concentrate	concentrated, concentrates, concentrating	57.2	53
1540	plenty		57.2	53
1541	export	exported, exporting, exports	57.2	53
1542	entirely		57.2	53
1543	strongly		57.2	53
1544	bridge	bridged, bridges, bridging	57.2	53
1545	consist	consisted, consisting, consists	57.2	52
1546	graduate	graduated, graduates, graduating	57.2	52
1547	brand	branded, branding, brands	57.2	52
1548	moral	morals	57.2	52
1549	insist	insisted, insisting, insists	57.2	52
1550	combination	combinations	57.2	52
1551	abuse	abused, abuses, abusing	57.2	52
1552	ice	iced, ices	57.2	52
1553	principal	principals	57.2	52
1554	master	mastered, mastering, masters	57.2	52
1555	definitely		57.2	52
1556	session	sessions	57.2	52
1557	grade	graded, grades, grading	57.2	52
1558	nevertheless		57.2	52
1559	predict	predicted, predicting, predicts	57.1	52
1560	previously		57.1	52
1561	protection	protections	57.1	52
1562	largely		57.1	52
1563	wed	wedded, wedding, weddings, weds	57.1	52
1564	rent	rented, renting, rents	57.1	52
1565	shot	shots	57.1	52
1566	appearance	appearances	57.1	52
1567	reasonable		57.1	52
1568	guarantee	guaranteed, guaranteeing, guarantees, guaranties, guaranty	57.1	52
1569	till	tilled, tilling, tills	57.1	52
1570	theme	themed, themes	57.1	51
1571	judgment	judgments	57.1	51
1572	odd	odder, oddest	57.1	51
1573	approve	approved, approves, approving	57.1	51
1574	loan	loaned, loaning, loans	57.1	51
1575	definition	definitions	57.1	51
1576	elect	elected, electing, elects	57.1	51
1577	atmosphere	atmospheres	57.1	51
1578	farmer	farmers	57.1	51
1579	comparison	comparisons	57.1	51
1580	characteristic	characteristics	57.1	51
1581	license	licence, licenced, licences, licencing, licensed, licenses, licensing	57.1	51
1582	rely	relied, relies, relying	57.1	51
1583	narrow	narrowed,