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

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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 The GSL was originally developed in 1953, and includes many outdated words such as shilling and headdress.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: Alphabetical

The list below contains all 2801 headwords in the NGSL, along with related word forms, ordered alphabetically. 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 according to frequency.

Number	Headword	Related word forms	SFI	U
6	a	an	84.5	27872
1963	abandon	abandoned, abandoning, abandons	55.6	37
779	ability	abilities	60.9	123
271	able	abler, ablest	65.6	361
2539	abortion	abortions	53.8	24
37	about		74.7	2967
440	above		63.6	228
1881	abroad		55.9	39
1756	absence	absences	56.3	43
2396	absolute	absolutes	54.3	27
1076	absolutely		59.2	84
2718	abstract	abstracted, abstracting, abstracts	53.1	21
1551	abuse	abused, abuses, abusing	57.2	52
1749	academic	academics	56.4	43
561	accept	accepted, accepting, accepts	62.4	172
2426	acceptable		54.2	26
802	access	accessed, accesses, accessing	60.8	119
1347	accident	accidents	58	64
1901	accommodation	accommodations	55.8	38
1809	accompany	accompanied, accompanies, accompanying	56.2	41
2454	accomplish	accomplished, accomplishes, accomplishing	54.1	26
522	accord	accorded, according, accords	62.7	188
436	account	accounted, accounting, accounts	63.6	231
2281	accurate		54.7	30
1753	accuse	accused, accuses, accusing	56.4	43
746	achieve	achieved, achieves, achieving	61	126
1999	achievement	achievements	55.5	36
1745	acknowledge	acknowledged, acknowledges, acknowledging	56.4	44
1462	acquire	acquired, acquires, acquiring	57.5	57
2008	acquisition	acquisitions	55.5	36
383	across		64.1	258
515	act	acted, acting, acts	62.8	190
474	action	actions	63.2	210
1352	active	actives	58	63
432	activity	activities	63.7	234
1367	actor	actors	58	63
1333	actual		58.1	64
291	actually		65.3	337
1476	ad	ads	57.5	56
2370	adapt	adapted, adapting, adapts	54.4	28
414	add	added, adding, adds	63.9	245
707	addition	additions	61.3	135
1079	additional		59.2	83
558	address	addressed, addresses, addressing	62.4	173
2356	adequate		54.4	28
2206	adjust	adjusted, adjusting, adjusts	54.9	31
2714	adjustment	adjustments	53.1	21
1044	administration	administrations	59.4	86
2345	admire	admired, admires, admiring	54.5	28
1032	admit	admits, admitted, admitting	59.4	88
1241	adopt	adopted, adopting, adopts	58.5	70
879	adult	adults	60.3	107
843	advance	advanced, advances, advancing	60.5	113
773	advantage	advantaged, advantages	60.9	124
2664	adventure	adventured, adventures, adventuring	53.4	22
1170	advertise	advertised, advertises, advertising, advertize, advertized, advertizes, advertizing	58.8	75
1939	advertisement	advertisements	55.7	38
1038	advice	advices	59.4	87
1743	advise	advised, advises, advising	56.4	44
2199	adviser	advisers	54.9	31
2314	advocate	advocated, advocates, advocating	54.6	29
1446	affair	affairs	57.6	58
639	affect	affected, affecting, affects	61.8	150
1486	afford	afforded, affording, affords	57.5	56
1351	afraid		58	63
84	after		70.8	1210
947	afternoon	afternoons	60	99
175	again		67.4	554
224	against		66.4	436
282	age	aged, ageing, ages, aging	65.4	349
969	agency	agencies	59.8	96
2028	agenda	agendas	55.5	35
990	agent	agents	59.7	92
2465	aggressive		54.1	26
372	ago		64.2	265
420	agree	agreed, agreeing, agrees	63.8	240
785	agreement	agreements	60.9	122
2210	agricultural		54.9	31
973	ahead		59.8	95
1303	aid	aided, aiding, aids	58.2	66
794	aim	aimed, aiming, aims	60.8	121
542	air	aired, airing, airs	62.5	179
1830	aircraft	aircrafts	56.1	40
2599	airline	airlines	53.6	23
2269	alarm	alarmed, alarming, alarms	54.7	30
2179	album	albums	55	31
2212	alcohol	alcohols	54.9	31
1772	alive		56.3	43
33	all		75	3175
2559	allege	alleged, alleges	53.8	24
324	allow	allowed, allowing, allows	64.8	305
2264	ally	allied, allies	54.8	30
307	almost		65	315
719	alone		61.2	132
388	along		64.1	257
2762	alongside		52.8	19
302	already		65	318
2794	alright		50.3	11
72	also		71.9	1552
2100	alter	altered, altering, alters	55.2	33
1088	alternative	alternatives	59.2	83
278	although		65.5	351
2675	altogether		53.3	22
183	always		67.2	531
1522	amaze	amazed, amazes, amazing	57.3	53
2600	amendment	amendments	53.6	23
376	among		64.2	265
507	amount	amounted, amounts	62.9	193
756	analysis	analyses	61	126
2168	analyst	analysts	55	32
1639	analyze	analyse, analysed, analysing, analyzed, analyzes, analyzing	56.8	48
1725	ancient	ancients	56.5	44
3	and		84.9	30789
2138	anger	angered, angers	55.1	32
2336	angle	angled, angles, angling	54.5	28
1811	angry	angrier, angriest	56.2	41
587	animal	animals	62.2	165
1002	announce	announced, announces, announcing	59.6	91
2456	announcement	announcements	54.1	26
1175	annual	annuals	58.7	75
140	another		68.2	655
355	answer	answered, answering, answers	64.5	279
2333	anticipate	anticipated, anticipates, anticipating	54.5	28
2338	anxiety	anxieties	54.5	28
2663	anxious		53.4	22
83	any		70.9	1224
1429	anybody		57.7	59
2105	anymore		55.2	33
754	anyone		61	126
318	anything		64.9	310
892	anyway	anyways	60.3	106
1646	anywhere		56.8	48
1119	apart		59	80
2166	apartment	apartments	55	32
2299	apologize	apologise, apologised, apologises, apologising, apologized, apologizes, apologizing	54.6	29
2149	apparent		55.1	32
1275	apparently		58.3	68
1071	appeal	appealed, appealing, appeals	59.2	84
405	appear	appeared, appearing, appears	63.9	248
1566	appearance	appearances	57.1	52
883	application	applications	60.3	107
611	apply	applied, applies, applying	62	157
1786	appoint	appointed, appointing, appoints	56.2	42
1837	appointment	appointments	56	40
1272	appreciate	appreciated, appreciates, appreciating	58.3	68
495	approach	approached, approaches, approaching	63	199
1017	appropriate	appropriated, appropriates, appropriating	59.5	89
2300	approval	approvals	54.6	29
1573	approve	approved, approves, approving	57.1	51
1900	approximately		55.8	38
2425	architecture	architectures	54.2	26
204	area	areas	66.8	477
740	argue	argued, argues, arguing	61.1	128
878	argument	arguments	60.3	107
1627	arise	arisen, arises, arising, arose	56.9	49
621	arm	armed, arming, arms	61.9	155
1416	army	armies	57.8	60
170	around		67.5	568
1264	arrange	arranged, arranges, arranging	58.4	68
1458	arrangement	arrangements	57.6	57
1496	arrest	arrested, arresting, arrests	57.4	55
2056	arrival	arrivals	55.4	34
588	arrive	arrived, arrives, arriving	62.2	165
646	art	arts	61.7	149
630	article	articled, articles, articling	61.8	152
1181	artist	artists	58.7	74
22	as		78.3	6747
2799	ashamed		49.3	8
1942	aside	asides	55.7	37
134	ask	asked, asking, asks	68.3	675
1497	assess	assessed, assesses, assessing	57.4	55
1473	assessment	assessments	57.5	56
1499	asset	assets	57.4	55
2491	assign	assigned, assigning, assigns	54	25
2097	assist	assisted, assisting, assists	55.2	33
2013	assistance	assistances	55.5	35
1737	assistant	assistants	56.4	44
856	associate	associated, associates, associating	60.4	110
1593	association	associations	57	50
869	assume	assumed, assumes, assuming	60.3	108
1853	assumption	assumptions	56	40
2062	assure	assured, assures, assuring	55.3	34
23	at		77.5	5570
2756	athlete	athletes	52.9	19
1577	atmosphere	atmospheres	57.1	51
1740	attach	attached, attaches, attaching	56.4	44
2789	attachment	attachments	51.7	15
632	attack	attacked, attacking, attacks	61.8	151
686	attempt	attempted, attempting, attempts	61.4	139
819	attend	attended, attending, attends	60.6	116
2748	attendance	attendances	52.9	19
578	attention	attentions	62.2	166
1092	attitude	attitudes	59.1	82
1296	attract	attracted, attracting, attracts	58.3	67
2667	attraction	attractions	53.4	22
1713	attractive		56.5	45
2298	attribute	attributed, attributes, attributing	54.6	29
1164	audience	audiences	58.8	76
2777	aunt	aunts	52.4	18
909	author	authored, authoring, authors	60.2	104
2518	automatically		53.9	24
2787	autumn	autumns	51.7	15
459	available		63.4	220
690	average	averaged, averages, averaging	61.4	138
850	avoid	avoided, avoiding, avoids	60.5	111
1339	award	awarded, awarding, awards	58.1	64
1037	aware		59.4	87
2421	awareness		54.2	26
234	away		66.3	424
2204	awful		54.9	31
870	baby	babied, babies, babying	60.3	108
94	back	backed, backing, backs	70.2	1051
1221	background	backgrounds	58.5	71
268	bad	worse, worst	65.6	363
2155	badly		55.1	32
1250	bag	bagged, bagging, bags	58.4	70
906	balance	balanced, balances, balancing	60.2	104
1199	ball	balled, balling, balls	58.6	73
1704	ban	banned, banning, bans	56.6	45
1085	band	banded, bands	59.2	83
627	bank	banked, banking, banks	61.9	153
836	bar	barred, barring, bars	60.6	114
2623	barely		53.5	23
2400	barrier	barriers	54.3	27
327	base	based, baser, bases, basest, basing	64.8	300
910	basic	basics	60.2	104
1433	basically		57.7	59
908	basis		60.2	104
2292	bath	baths	54.7	29
1335	battle	battled, battles, battling	58.1	64
2	be	am, are, aren't, been, being, beings, is, isn't, was, wasn't, were, weren't	86.9	48575
1295	beach	beached, beaches, beaching	58.3	67
455	bear	bearing, bearings, bears, borne	63.5	222
1033	beat	beaten, beating, beatings, beats	59.4	87
792	beautiful		60.8	121
1920	beauty	beauties	55.8	38
62	because		72.6	1824
141	become	became, becomes, becoming	68.2	654
694	bed	bedded, bedding, beds	61.4	137
1430	bedroom	bedrooms	57.7	59
2060	beer	beers	55.4	34
106	before		69.3	849
189	begin	began, beginning, beginnings, begins, begun	67.1	518
2246	behave	behaved, behaves, behaving	54.8	30
706	behavior	behaviors, behaviour, behaviours	61.3	135
492	behind		63	200
1454	belief	beliefs	57.6	57
225	believe	believed, believes, believing	66.4	435
2688	bell	belled, belling, bells	53.3	21
1410	belong	belonged, belonging, belongings, belongs	57.8	60
761	below		61	126
2619	belt	belted, belting, belts	53.6	23
2266	bend	bended, bending, bends, bent	54.8	30
2392	beneath		54.3	27
543	benefit	benefited, benefiting, benefits, benefitted, benefitting	62.5	179
2113	beside		55.2	33
1723	besides		56.5	44
1956	bet	bets, betted, betting	55.7	37
116	between		68.9	784
825	beyond		60.6	115
2646	bias	biased, biases, biasing	53.4	22
2195	bid	bade, bidding, bids	54.9	31
184	big	bigger, biggest	67.2	527
1977	bike	biked, bikes, biking	55.6	36
887	bill	billed, billing, bills	60.3	106
2553	bin	binned, binning, bins	53.8	24
1409	bind	binding, binds	57.8	60
2655	biological		53.4	22
1269	bird	birded, birding, birds	58.3	68
1524	birth	birthed, birthing, births	57.3	53
352	bit	bits	64.5	281
2660	bite	bites, biting, bitten	53.4	22
411	black	blacked, blacker, blackest, blacking, blacks	63.9	248
1625	blame	blamed, blames, blaming	56.9	49
2598	bless	blessed, blesses, blessing, blessings, blest	53.6	23
2261	blind	blinded, blinder, blindest, blinding, blinds	54.8	30
1018	block	blocked, blocking, blocks	59.5	89
1016	blood	blooded, blooding, bloods	59.5	89
2263	bloody	bloodied, bloodier, bloodies, bloodiest, bloodying	54.8	30
1361	blow	blew, blowing, blown, blows	58	63
857	blue	blued, bluer, blues, bluest, bluing	60.4	110
741	board	boarded, boarding, boards	61.1	128
1302	boat	boated, boating, boats	58.2	66
401	body	bodied, bodies	64	250
1415	bomb	bombed, bombing, bombings, bombs	57.8	60
1511	bond	bonded, bonding, bonds	57.3	54
1834	bone	boned, bones, boning	56.1	40
171	book	booked, booking, bookings, books	67.5	566
2542	boom	boomed, booming, booms	53.8	24
2536	boost	boosted, boosting, boosts	53.8	24
2280	boot	booted, booting, boots	54.7	30
1471	border	bordered, bordering, borders	57.5	56
1688	bore	bored, bores, boring	56.6	46
1878	borrow	borrowed, borrowing, borrows	55.9	39
1852	boss	bossed, bosses, bossing	56	40
128	both		68.4	695
1842	bother	bothered, bothering, bothers	56	40
1612	bottle	bottled, bottles, bottling	56.9	50
1240	bottom	bottomed, bottoming, bottoms	58.5	70
2157	boundary	boundaries	55	32
2289	bowl	bowled, bowling, bowls	54.7	29
860	box	boxed, boxes, boxing	60.4	109
510	boy	boys	62.8	192
1233	brain	brained, braining, brains	58.5	71
1405	branch	branched, branches, branching	57.8	61
1547	brand	branded, branding, brands	57.2	52
2260	bread	breaded, breading, breads	54.8	30
368	break	breaking, breaks, broke, broken	64.3	268
1817	breakfast	breakfasted, breakfasting, breakfasts	56.1	41
1898	breast	breasted, breasting, breasts	55.8	38
1609	breath	breaths	57	50
1912	breathe	breathed, breathes, breathing	55.8	38
2196	breed	bred, breeding, breeds	54.9	31
1544	bridge	bridged, bridges, bridging	57.2	53
1268	brief	briefed, briefer, briefest, briefing, briefings, briefs	58.3	68
2268	briefly		54.7	30
1508	bright	brighter, brightest	57.3	54
2198	brilliant		54.9	31
196	bring	bringing, brings, brought	67	502
1328	broad	broader, broadest	58.1	65
2258	broadcast	broadcasted, broadcasting, broadcasts	54.8	30
820	brother	brothers	60.6	116
1911	brown	browned, browner, brownest, browning, browns	55.8	38
2461	brush	brushed, brushes, brushing	54.1	26
1014	budget	budgeted, budgeting, budgets	59.5	89
221	build	building, buildings, builds, built	66.5	446
2609	bunch	bunched, bunches, bunching	53.6	23
2284	burden	burdened, burdening, burdens	54.7	29
1278	burn	burned, burning, burns, burnt	58.3	68
2434	burst	bursting, bursts	54.2	26
2404	bury	buried, buries, burying	54.3	27
810	bus	bused, buses, busing	60.7	117
211	business	businesses	66.7	464
1231	busy	busied, busier, busies, busiest, busying	58.5	71
25	but	buts	77.1	5087
2283	button	buttoned, buttoning, buttons	54.7	29
242	buy	bought, buying, buys	66.1	405
2436	buyer	buyers	54.2	26
27	by		76.4	4323
2074	cable	cabled, cables, cabling	55.3	34
2171	cake	caked, cakes, caking	55	32
1923	calculate	calculated, calculates, calculating	55.8	38
105	call	called, calling, calls	69.4	869
1962	calm	calmed, calmer, calmest, calming, calms	55.6	37
1388	camera	cameras	57.9	62
1163	camp	camped, camping, camps	58.8	76
647	campaign	campaigned, campaigning, campaigns	61.7	148
38	can	can't, cannot	74.6	2890
2388	cancel	canceled, canceling, cancelled, cancelling, cancels	54.3	27
1355	cancer	cancers	58	63
2372	cap	capped, capping, caps	54.4	27
2395	capability	capabilities	54.3	27
1883	capable		55.9	39
1470	capacity	capacities	57.5	57
789	capital	capitals	60.8	121
1656	capture	captured, captures, capturing	56.7	47
260	car	cars	65.8	377
2580	carbon	carbons	53.7	23
781	card	carded, carding, cards	60.9	123
313	care	cared, cares, caring	64.9	311
891	career	careered, careering, careers	60.3	106
1635	careful		56.8	48
1384	carefully		57.9	62
2677	carpet	carpeted, carpeting, carpets	53.3	21
446	carry	carried, carries, carrying	63.5	226
168	case	cased, cases, casing, casings	67.6	569
1337	cash	cashed, cashes, cashing	58.1	64
1616	cast	casted, casting, castings, casts	56.9	49
2670	castle	castled, castles, castling	53.4	22
1676	cat	cats	56.7	46
2648	catalog	cataloged, cataloging, catalogs, catalogue, catalogued, catalogues, cataloguing	53.4	22
683	catch	catches, catching, caught	61.4	140
1190	category	categories	58.7	74
319	cause	caused, causes, causing	64.9	309
1606	celebrate	celebrated, celebrates, celebrating	57	50
2475	celebration	celebrations	54	25
629	cell	celled, cells	61.8	153
749	cent	cents	61	126
334	center	centered, centering, centers, centre, centred, centres	64.7	295
890	central	centrals	60.3	106
591	century	centuries	62.1	163
2514	ceremony	ceremonies	53.9	25
451	certain		63.5	223
536	certainly		62.6	182
1516	chain	chained, chaining, chains	57.3	54
1058	chair	chaired, chairing, chairs	59.3	85
1660	chairman	chairmen	56.7	47
766	challenge	challenged, challenges, challenging	61	125
2528	chamber	chambered, chambering, chambers	53.9	24
2444	champion	championed, championing, champions	54.1	26
2637	championship	championships	53.5	22
560	chance	chanced, chances, chancing	62.4	172
113	change	changed, changes, changing	69	799
1530	channel	channeled, channeling, channelled, channelling, channels	57.2	53
1273	chapter	chapters	58.3	68
693	character	characters	61.4	138
1580	characteristic	characteristics	57.1	51
2323	characterize	characterise, characterised, characterises, characterising, characterized, characterizes, characterizing	54.5	28
498	charge	charged, charges, charging	62.9	197
2352	charity	charities	54.4	28
2374	charm	charmed, charming, charms	54.4	27
1739	chart	charted, charting, charts	56.4	44
2703	chase	chased, chases, chasing	53.2	21
2531	chat	chats, chatted, chatting	53.9	24
1093	cheap	cheaper, cheapest	59.1	82
580	check	checked, checking, checks	62.2	166
2788	cheek	cheeked, cheeks	51.7	15
2582	cheese	cheeses	53.7	23
1655	chemical	chemicals	56.8	47
2466	chest	chests	54.1	26
2337	chicken	chickened, chickens	54.5	28
1153	chief	chiefs	58.9	77
102	child	children	69.6	910
1806	childhood	childhoods	56.2	41
1908	chip	chipped, chipping, chips	55.8	38
2617	chocolate	chocolates	53.6	23
565	choice	choicer, choices, choicest	62.3	171
447	choose	chooses, choosing, chose, chosen	63.5	225
744	church	churched, churches, churching	61	127
2354	cigarette	cigarettes	54.4	28
1710	circle	circled, circles, circling	56.5	45
1227	circumstance	circumstances	58.5	71
2275	cite	cited, cites, citing	54.7	30
1449	citizen	citizens	57.6	58
269	city	cities	65.6	362
1447	civil		57.6	58
2604	civilian	civilians	53.6	23
501	claim	claimed, claiming, claims	62.9	196
362	class	classed, classes, classing	64.3	272
1873	classic	classics	55.9	39
2478	classical		54	25
2526	clause	clauses	53.9	24
841	clean	cleaned, cleaning, cleans	60.5	113
369	clear	cleared, clearer, clearest, clearing, clears	64.3	266
728	clearly		61.1	130
1904	climate	climates	55.8	38
1432	climb	climbed, climbing, climbs	57.7	59
2365	clinical		54.4	28
931	clock	clocked, clocking, clocks	60.1	101
239	close	closed, closer, closes, closest, closing	66.2	416
1729	closely		56.5	44
955	clothes		59.9	98
2532	clothing		53.9	24
2088	cloud	clouded, clouding, clouds	55.2	33
760	club	clubbed, clubbing, clubs	61	126
2678	cluster	clustered, clustering, clusters	53.3	21
1340	coach	coached, coaches, coaching	58.1	64
2428	coal	coals	54.2	26
1726	coast	coasted, coasting, coasts	56.5	44
1861	coat	coated, coating, coats	56	39
1344	code	coded, codes, coding	58.1	64
1393	coffee	coffees	57.9	61
2606	coin	coined, coining, coins	53.6	23
866	cold	colder, coldest, colds	60.4	109
1877	collapse	collapsed, collapses, collapsing	55.9	39
1249	colleague	colleagues	58.4	70
1067	collect	collected, collecting, collects	59.3	84
1082	collection	collections	59.2	83
739	college	colleges	61.1	128
378	color	colored, coloring, colors, colour, coloured, colouring, colours	64.2	263
1719	column	columned, columns	56.5	45
1550	combination	combinations	57.2	52
1242	combine	combined, combines, combining	58.5	70
65	come	came, comes, coming	72.3	1694
2702	comedy	comedies	53.2	21
1943	comfort	comforted, comforting, comforts	55.7	37
1382	comfortable		57.9	62
1712	command	commanded, commanding, commands	56.5	45
716	comment	commented, commenting, comments	61.2	132
1258	commercial	commercials	58.4	69
1591	commission	commissioned, commissioning, commissions	57	50
1320	commit	commits, committed, committing	58.2	66
1505	commitment	commitments	57.4	54
1036	committee	committees	59.4	87
567	common	commonest	62.3	170
1798	communicate	communicated, communicates, communicating	56.2	42
989	communication	communications	59.7	93
465	community	communities	63.4	217
107	company	companies	69.3	842
614	compare	compared, compares, comparing	62	157
1579	comparison	comparisons	57.1	51
2477	compensation	compensations	54	25
1681	compete	competed, competes, competing	56.6	46
874	competition	competitions	60.3	108
1822	competitive		56.1	41
2211	competitor	competitors	54.9	31
1493	complain	complained, complaining, complains	57.4	55
1687	complaint	complaints	56.6	46
581	complete	completed, completes, completing	62.2	166
959	completely		59.9	97
1045	complex	complexes	59.4	86
2641	complexity	complexities	53.5	22
1849	complicate	complicated, complicates, complicating	56	40
1485	component	components	57.5	56
2576	compose	composed, composes, composing	53.7	23
2605	composition	compositions	53.6	23
2378	compound	compounded, compounds	54.4	27
2382	comprehensive		54.4	27
2736	comprise	comprised, comprises, comprising	53	20
2453	compromise	compromised, compromises, compromising	54.1	26
2765	compute	computed, computes, computing	52.8	19
429	computer	computers	63.7	235
1539	concentrate	concentrated, concentrates, concentrating	57.2	53
1868	concentration	concentrations	56	39
1211	concept	concepts	58.6	72
303	concern	concerned, concerning, concerns	65	317
1380	concert	concerted, concerts	57.9	62
1353	conclude	concluded, concludes, concluding	58	63
930	conclusion	conclusions	60.1	101
2566	concrete	concreted, concretes, concreting	53.7	24
445	condition	conditioned, conditioning, conditions	63.5	226
1052	conduct	conducted, conducting, conducts	59.3	86
1491	confidence	confidences	57.4	55
2216	confident		54.9	31
1204	confirm	confirmed, confirming, confirms	58.6	73
1182	conflict	conflicted, conflicting, conflicts	58.7	74
1917	confuse	confused, confuses, confusing	55.8	38
2679	confusion	confusions	53.3	21
1262	connect	connected, connecting, connects	58.4	69
1064	connection	connections, connexion, connexions	59.3	85
1226	consequence	consequences	58.5	71
2546	consequently		53.8	24
1618	conservative	conservatives	56.9	49
295	consider	considered, considering, considers	65.2	334
1669	considerable		56.7	46
1342	consideration	considerations	58.1	64
1545	consist	consisted, consisting, consists	57.2	52
1940	consistent		55.7	38
1666	constant	constants	56.7	47
2152	constantly		55.1	32
2355	constitute	constituted, constitutes, constituting	54.4	28
2551	constraint	constraints	53.8	24
1757	construct	constructed, constructing, constructs	56.3	43
1398	construction	constructions	57.9	61
2235	consult	consulted, consulting, consults	54.8	30
2357	consultant	consultants	54.4	28
2656	consume	consumed, consumes, consuming	53.4	22
1131	consumer	consumers	59	79
600	contact	contacted, contacting, contacts	62.1	162
663	contain	contained, containing, contains	61.6	144
2057	contemporary	contemporaries	55.4	34
1023	content	contented, contenting, contents	59.5	89
2460	contest	contested, contesting, contests	54.1	26
1047	context	contexts	59.3	86
308	continue	continued, continues, continuing	65	314
2649	continuous		53.4	22
714	contract	contracted, contracting, contracts	61.2	133
1177	contrast	contrasted, contrasting, contrasts	58.7	75
1236	contribute	contributed, contributes, contributing	58.5	71
1271	contribution	contributions	58.3	68
301	control	controlled, controlling, controls	65.1	320
2682	controversial		53.3	21
1955	convention	conventions	55.7	37
2306	conventional		54.6	29
980	conversation	conversations	59.7	93
2108	convert	converted, converting, converts	55.2	33
1356	convince	convinced, convinces, convincing	58	63
1194	cook	cooked, cooking, cooks	58.7	74
1154	cool	cooled, coolest, cooling, cools	58.8	77
2603	cooperation		53.6	23
1899	cope	coped, copes, coping	55.8	38
1035	copy	copied, copies, copying	59.4	87
1828	core	cored, cores, coring	56.1	41
1186	corner	cornered, cornering, corners	58.7	74
1463	corporate		57.5	57
1907	corporation	corporations	55.8	38
1030	correct	corrected, correcting, corrects	59.4	88
2397	correspond	corresponded, corresponding, corresponds	54.3	27
252	cost	costing, costs	65.9	386
2770	cough	coughed, coughing, coughs	52.7	19
66	could	coulda, couldn't	72.3	1688
1420	council	councils	57.8	60
2405	counsel	counseled, counseling, counselled, counselling, counsels	54.3	27
1020	count	counted, counting, counts	59.5	89
2410	counter	countered, countering, counters	54.3	27
143	country	countries	68.1	653
1734	county	counties	56.4	44
514	couple	coupled, couples, coupling	62.8	191
164	course	coursed, courses, coursing	67.6	575
615	court	courted, courting, courts	61.9	156
2359	cousin	cousins	54.4	28
424	cover	covered, covering, coverings, covers	63.7	236
2072	coverage		55.3	34
2548	cow	cowed, cowing, cows	53.8	24
2066	crack	cracked, cracking, cracks	55.3	34
2564	craft	crafted, crafting, crafts	53.7	24
1865	crash	crashed, crashes, crashing	56	39
2274	crazy	crazier, crazies, craziest	54.7	30
2386	cream	creamed, creaming, creams	54.3	27
386	create	created, creates, creating	64.1	258
1927	creation	creations	55.8	38
2207	creative		54.9	31
2523	creature	creatures	53.9	24
943	credit	credited, crediting, credits	60	100
2093	crew	crewed, crewing, crews	55.2	33
1126	crime	crimes	59	79
1722	criminal	criminals	56.5	45
1300	crisis	crises	58.2	67
1951	criterion	criterions	55.7	37
1776	critic	critics	56.3	42
1283	critical		58.3	67
1954	criticism	criticisms	55.7	37
2294	criticize	criticise, criticised, criticises, criticising, criticized, criticizes, criticizing	54.7	29
1984	crop	cropped, cropping, crops	55.6	36
974	cross	crossed, crosses, crossing, crossings	59.8	95
1185	crowd	crowded, crowding, crowds	58.7	74
1981	crucial		55.6	36
1200	cry	cried, cries, crying	58.6	73
1263	cultural		58.4	69
568	culture	cultured, cultures, culturing	62.3	170
1489	cup	cupped, cupping, cups	57.5	56
2540	curious	curiouser	53.8	24
2142	currency	currencies	55.1	32
590	current	currents	62.1	164
1291	currently		58.3	67
2774	curtain	curtained, curtaining, curtains	52.7	18
2218	curve	curved, curves, curving	54.9	31
2369	custom	customs	54.4	28
487	customer	customers	63.1	205
456	cut	cuts, cutting, cuttings	63.5	221
1392	cycle	cycled, cycles, cycling	57.9	61
1630	dad	daddies, daddy, dads	56.9	49
954	daily	dailies	59.9	98
907	damage	damaged, damages, damaging	60.2	104
2568	damn	damned, damning, damns	53.7	24
958	dance	danced, dances, dancing	59.9	97
1414	danger	dangers	57.8	60
1417	dangerous		57.8	60
2399	dare	dared, dares, daring	54.3	27
922	dark	darker, darkest	60.1	103
2776	darkness		52.5	18
556	data	datum	62.4	174
2143	database	databases	55.1	32
483	date	dated, dates, dating	63.1	205
926	daughter	daughters	60.1	102
85	day	days	70.7	1187
946	dead	deader, deadest	60	99
321	deal	dealing, deals, dealt	64.9	309
2282	dealer	dealers	54.7	29
1399	dear	dearer, dearest, dears	57.9	61
505	death	deaths	62.9	194
937	debate	debated, debates, debating	60	101
1622	debt	debts	56.9	49
1128	decade	decades	59	79
359	decide	decided, decides, deciding	64.4	276
449	decision	decisions	63.5	224
1632	declare	declared, declares, declaring	56.9	49
1127	decline	declined, declines, declining	59	79
1418	decrease	decreased, decreases, decreasing	57.8	60
2447	dedicate	dedicated, dedicates, dedicating	54.1	26
839	deep	deeper, deepest, deeps	60.5	113
2010	deeply		55.5	36
1884	defeat	defeated, defeating, defeats	55.9	39
1872	defend	defended, defending, defends	55.9	39
1192	defense	defence, defences, defenses	58.7	74
2481	deficit	deficits	54	25
929	define	defined, defines, defining	60.1	101
1555	definitely		57.2	52
1575	definition	definitions	57.1	51
798	degree	degrees	60.8	120
1308	delay	delayed, delaying, delays	58.2	66
1969	delight	delighted, delighting, delights	55.6	36
1062	deliver	delivered, delivering, delivers	59.3	85
1426	delivery	deliveries	57.7	59
570	demand	demanded, demanding, demands	62.3	169
1862	democracy	democracies	56	39
2544	democratic		53.8	24
1270	demonstrate	demonstrated, demonstrates, demonstrating	58.3	68
2167	demonstration	demonstrations	55	32
2783	density	densities	52	16
1427	deny	denied, denies, denying	57.7	59
736	department	departments	61.1	128
731	depend	depended, depending, depends	61.1	129
2334	dependent	dependents	54.5	28
2311	deposit	deposited, depositing, deposits	54.6	29
2432	depress	depressed, depresses, depressing	54.2	26
2126	depression	depressions	55.1	33
2222	depth	depths	54.9	31
1980	derive	derived, derives, deriving	55.6	36
457	describe	described, describes, describing	63.4	220
1490	description	descriptions	57.5	56
2285	desert	deserted, deserting, deserts	54.7	29
1870	deserve	deserved, deserves, deserving	55.9	39
441	design	designed, designing, designs	63.6	228
2176	designer	designers	55	31
1289	desire	desired, desires, desiring	58.3	67
1586	desk	desks	57.1	51
771	despite		60.9	124
1445	destroy	destroyed, destroying, destroys	57.6	58
2585	destruction	destructions	53.7	23
472	detail	detailed, detailing, details	63.3	213
2343	detect	detected, detecting, detects	54.5	28
2674	determination	determinations	53.3	22
708	determine	determined, determines, determining	61.3	134
350	develop	developed, developing, develops	64.5	282
363	development	developments	64.3	270
1523	device	devices	57.3	53
2118	devote	devoted, devotes, devoting	55.2	33
2385	dialog	dialoged, dialoging, dialogs, dialogue, dialogued, dialogues, dialoguing	54.3	27
454	die	died, dies, dying	63.5	222
1845	diet	dieted, dieting, diets	56	40
1974	differ	differed, differing, differs	55.6	36
473	difference	differences	63.3	212
149	different		68	636
2647	differently		53.4	22
470	difficult		63.3	215
999	difficulty	difficulties	59.6	92
2329	dig	digging, digs, dug	54.5	28
2307	digital	digitals	54.6	29
2248	dimension	dimensioned, dimensioning, dimensions	54.8	30
1115	dinner	dinners	59	80
724	direct	directed, directing, directs	61.2	131
951	direction	directions	59.9	99
1049	directly		59.3	86
727	director	directors	61.1	130
2253	dirty	dirtied, dirtier, dirties, dirtiest, dirtying	54.8	30
2501	disagree	disagreed, disagreeing, disagrees	54	25
1663	disappear	disappeared, disappearing, disappears	56.7	47
1851	disappoint	disappointed, disappointing, disappoints	56	40
2115	disaster	disasters	55.2	33
1850	discipline	disciplined, disciplines, disciplining	56	40
1658	discount	discounted, discounting, discounts	56.7	47
945	discover	discovered, discovering, discovers	60	99
2290	discovery	discoveries	54.7	29
605	discuss	discussed, discusses, discussing	62	160
764	discussion	discussions	61	125
905	disease	diseased, diseases	60.2	104
1880	dish	dished, dishes, dishing	55.9	39
1827	disk	disc, discs, disks	56.1	41
2390	dismiss	dismissed, dismisses, dismissing	54.3	27
2163	disorder	disordered, disordering, disorders	55	32
1107	display	displayed, displaying, displays	59.1	81
2027	dispute	disputed, disputes, disputing	55.5	35
1143	distance	distanced, distances, distancing	58.9	78
2721	distant		53.1	20
2569	distinct		53.7	24
2130	distinction	distinctions	55.1	33
1891	distinguish	distinguished, distinguishes, distinguishing	55.9	39
1978	distribute	distributed, distributes, distributing	55.6	36
1327	district	districts	58.1	65
2270	disturb	disturbed, disturbing, disturbs	54.7	30
2558	diversity	diversities	53.8	24
1314	divide	divided, divides, dividing	58.2	66
1520	division	divisions	57.3	53
2402	divorce	divorced, divorces, divorcing	54.3	27
21	do	did, didn't, does, doesn't, doing, don't, done	78.3	6802
763	doctor	doctored, doctoring, doctors	61	125
881	document	documented, documenting, documents	60.3	107
894	dog	dogged, dogging, dogs	60.2	106
970	dollar	dollars	59.8	96
1452	domestic	domestics	57.6	57
2001	dominate	dominated, dominates, dominating	55.5	36
490	door	doors	63.1	202
1094	double	doubled, doubles, doubling	59.1	82
873	doubt	doubted, doubting, doubts	60.3	108
109	down	downed, downing, downs	69.2	833
1763	dozen	dozens	56.3	43
1807	draft	drafted, drafting, drafts, draught, draughts	56.2	41
2330	drag	dragged, dragging, drags	54.5	28
1989	drama	dramas	55.6	36
1973	dramatic	dramatics	55.6	36
2521	dramatically		53.9	24
481	draw	drawing, drawings, drawn, draws, drew	63.2	207
965	dream	dreamed, dreaming, dreams, dreamt	59.8	96
898	dress	dressed, dresses, dressing	60.2	105
655	drink	drank, drinking, drinks	61.7	147
387	drive	driven, drives, driving, drove	64.1	258
1198	driver	drivers	58.7	73
640	drop	dropped, dropping, drops	61.8	150
721	drug	drugged, drugging, drugs	61.2	131
1133	dry	dried, drier, dries, driest, drying	58.9	78
574	due		62.2	167
182	during		67.3	540
2446	dust	dusted, dusting, dusts	54.1	26
1260	duty	duties	58.4	69
145	each		68.1	646
1662	ear	eared, ears	56.7	47
197	early	earlier, earliest	67	499
925	earn	earned, earning, earnings, earns	60.1	102
1286	earth	earthed, earths	58.3	67
2059	ease	eased, eases, easing	55.4	34
968	easily		59.8	96
1747	east		56.4	43
2366	eastern		54.4	28
408	easy	easier, easiest	63.9	248
476	eat	ate, eaten, eating, eats	63.2	209
493	economic	economics	63	199
699	economy	economies	61.4	137
1162	edge	edged, edges, edging	58.8	76
2309	edit	edited, editing, edits	54.6	29
2030	edition	editions	55.5	35
1421	editor	editors	57.7	59
1991	educate	educated, educates, educating	55.6	36
531	education	educations	62.7	185
1890	educational		55.9	39
315	effect	effected, effecting, effects	64.9	311
1029	effective		59.4	88
1840	effectively		56	40
2252	efficiency	efficiencies	54.8	30
1967	efficient		55.6	37
577	effort	efforts	62.2	167
1379	egg	egged, egging, eggs	57.9	62
371	either		64.2	266
2050	elderly		55.4	35
1576	elect	elected, electing, elects	57.1	51
757	election	elections	61	126
2418	electric	electrics	54.2	26
2012	electricity		55.5	35
1720	electronic	electronics	56.5	45
1028	element	elements	59.4	88
2080	eliminate	eliminated, eliminates, eliminating	55.3	34
466	else		63.3	216
1841	elsewhere		56	40
1167	email	emailed, emailing, emails	58.8	76
2462	embarrass	embarrassed, embarrasses, embarrassing	54.1	26
2470	embrace	embraced, embraces, embracing	54.1	25
1209	emerge	emerged, emerges, emerging	58.6	72
1889	emergency	emergencies	55.9	39
1781	emotion	emotions	56.2	42
1829	emotional		56.1	41
2029	emphasis	emphases	55.5	35
1838	emphasize	emphasise, emphasised, emphasises, emphasising, emphasized, emphasizes, emphasizing	56	40
2745	empire	empires	52.9	20
1292	employ	employed, employing, employs	58.3	67
624	employee	employees	61.9	154
1700	employer	employers	56.6	45
1605	employment	employments	57	50
1590	empty	emptied, emptier, empties, emptiest, emptying	57	50
1350	enable	enabled, enables, enabling	58	64
1910	encounter	encountered, encountering, encounters	55.8	38
911	encourage	encouraged, encourages, encouraging	60.2	104
152	end	ended, ending, ends	67.9	619
1785	enemy	enemies	56.2	42
830	energy	energies	60.6	115
1297	engage	engaged, engages, engaging	58.3	67
1615	engine	engines	56.9	49
1310	engineer	engineered, engineering, engineers	58.2	66
1887	enhance	enhanced, enhances, enhancing	55.9	39
504	enjoy	enjoyed, enjoying, enjoys	62.9	195
1778	enormous		56.3	42
267	enough		65.6	363
1151	ensure	ensured, ensures, ensuring	58.9	77
717	enter	entered, entering, enters	61.2	132
2049	enterprise	enterprises, enterprising	55.4	35
2489	entertain	entertained, entertaining, entertains	54	25
2032	entertainment	entertainments	55.5	35
1183	entire		58.7	74
1542	entirely		57.2	53
2302	entitle	entitled, entitles, entitling	54.6	29
2223	entrance	entranced, entrances, entrancing	54.9	31
1653	entry	entries	56.8	47
2653	envelope	envelopes	53.4	22
712	environment	environments	61.3	134
1358	environmental		58	63
2065	episode	episodes	55.3	34
1252	equal	equaled, equaling, equalled, equalling, equals	58.4	70
1770	equally		56.3	43
2487	equation	equations	54	25
1053	equipment	equipments	59.3	86
2047	equivalent	equivalents	55.4	35
2071	era	eras	55.3	34
1495	error	errors	57.4	55
1480	escape	escaped, escapes, escaping	57.5	56
460	especially		63.4	220
2159	essay	essayed, essaying, essays	55	32
1288	essential	essentials	58.3	67
696	establish	established, establishes, establishing	61.4	137
2315	establishment	establishments	54.6	29
1769	estate	estates	56.3	43
997	estimate	estimated, estimates, estimating	59.6	92
2363	ethnic	ethnics	54.4	28
2137	evaluate	evaluated, evaluates, evaluating	55.1	32
2452	evaluation	evaluations	54.1	26
96	even	evened, evens	69.9	988
679	evening	evenings	61.5	140
442	event	events	63.6	228
1138	eventually		58.9	78
317	ever		64.9	311
180	every		67.4	545
932	everybody		60	101
2156	everyday		55.1	32
650	everyone		61.7	148
422	everything		63.8	238
1742	everywhere		56.4	44
592	evidence	evidenced, evidences, evidencing	62.1	163
2188	evil	eviler, evilest, evils	54.9	31
2420	evolution	evolutions	54.2	26
2533	evolve	evolved, evolves, evolving	53.9	24
2325	exact	exacted, exacting, exacts	54.5	28
670	exactly		61.5	142
2242	exam	exams	54.8	30
1964	examination	examinations	55.6	37
1102	examine	examined, examines, examining	59.1	81
235	example	examples	66.2	420
2506	exceed	exceeded, exceeding, exceeds	53.9	25
1161	excellent		58.8	76
840	except	excepted, excepting, excepts	60.5	113
1906	exception	exceptions	55.8	38
2640	excess	excesses	53.5	22
1013	exchange	exchanged, exchanges, exchanging	59.5	90
1140	excite	excited, excites, exciting	58.9	78
2738	excitement	excitements	53	20
2086	exclude	excluded, excludes, excluding	55.3	34
1913	excuse	excused, excuses, excusing	55.8	38
1057	executive	executives	59.3	85
916	exercise	exercised, exercises, exercising	60.1	103
2666	exhaust	exhausted, exhausting, exhausts	53.4	22
1994	exhibit	exhibited, exhibiting, exhibits	55.5	36
1801	exhibition	exhibitions	56.2	41
593	exist	existed, existing, exists	62.1	163
1833	existence	existences	56.1	40
1319	expand	expanded, expanding, expands	58.2	66
2151	expansion	expansions	55.1	32
314	expect	expected, expecting, expects	64.9	311
1604	expectation	expectations	57	50
2507	expenditure	expenditures	53.9	25
1529	expense	expensed, expenses, expensing	57.2	53
1059	expensive		59.3	85
264	experience	experienced, experiences, experiencing	65.6	365
1341	experiment	experimented, experimenting, experiments	58.1	64
2741	experimental	experimentals	52.9	20
1155	expert	experts	58.8	77
489	explain	explained, explaining, explains	63.1	202
1626	explanation	explanations	56.9	49
1503	explore	explored, explores, exploring	57.4	55
1541	export	exported, exporting, exports	57.2	53
1771	expose	exposed, exposes, exposing	56.3	43
2305	exposure	exposures	54.6	29
817	express	expressed, expresses, expressing	60.6	116
1253	expression	expressions	58.4	70
949	extend	extended, extending, extends	60	99
2184	extension	extensions	55	31
2229	extensive		54.8	31
1173	extent	extents	58.7	75
2123	external	externals	55.2	33
1056	extra	extras	59.3	85
2644	extract	extracted, extracting, extracts	53.5	22
2197	extraordinary		54.9	31
1855	extreme	extremes	56	40
1255	extremely		58.4	70
391	eye	eyed, eyeing, eyes	64.1	256
249	face	faced, faces, facing	65.9	390
952	facility	facilities	59.9	99
202	fact	facts	66.9	486
636	factor	factored, factoring, factors	61.8	150
1528	factory	factories	57.3	53
2769	fade	faded, fades, fading	52.7	19
711	fail	failed, failing, failings, fails	61.3	134
1237	failure	failures	58.5	71
1078	fair	faired, fairer, fairest, fairing, fairs	59.2	84
1464	fairly		57.5	57
1684	faith	faiths	56.6	46
2786	faithfully		51.8	15
320	fall	fallen, falling, falls, fell	64.9	309
2096	false	falser, falsest	55.2	33
1443	familiar	familiars	57.6	58
172	family	families	67.5	565
1015	famous		59.5	89
1304	fan	fanned, fanning, fans	58.2	66
2529	fancy	fancied, fancies, fanciest, fancying	53.9	24
2490	fantastic		54	25
245	far	farther, farthest	66	398
1081	farm	farmed, farming, farms	59.2	83
1578	farmer	farmers	57.1	51
2122	fascinate	fascinated, fascinates, fascinating	55.2	33
1413	fashion	fashioned, fashioning, fashions	57.8	60
631	fast	fasted, faster, fastest, fasting, fasts	61.8	151
1652	fat	fats, fatter, fattest	56.8	47
448	father	fathered, fathering, fathers	63.5	225
1993	fault	faulted, faulting, faults	55.6	36
1132	favor	favored, favoring, favors, favour, favoured, favouring, favours	59	79
998	favorite	favorites, favourite, favourites	59.6	92
793	fear	feared, fearing, fears	60.8	121
635	feature	featured, features, featuring	61.8	150
1121	federal		59	80
1477	fee	fees	57.5	56
1147	feed	fed, feeding, feedings, feeds	58.9	77
117	feel	feeling, feelings, feels, felt	68.9	780
1654	fellow	fellows	56.8	47
960	female	females	59.9	97
2665	fence	fenced, fences, fencing	53.4	22
2213	festival	festivals	54.9	31
195	few	fewer, fewest	67.1	509
2676	fiction	fictions	53.3	22
540	field	fielded, fielding, fields	62.6	181
595	fight	fighting, fights, fought	62.1	163
357	figure	figured, figures, figuring	64.4	278
834	file	filed, files, filing, filings	60.6	114
844	fill	filled, filling, fillings, fills	60.5	113
433	film	filmed, filming, films	63.7	232
2716	filter	filtered, filtering, filters	53.1	21
698	final	finals	61.4	137
499	finally		62.9	197
1377	finance	financed, finances, financing	57.9	62
644	financial	financials	61.7	149
81	find	finding, findings, finds	70.9	1236
597	fine	fined, finer, fines, finest, fining	62.1	162
1501	finger	fingered, fingering, fingers	57.4	55
609	finish	finished, finishes, finishing	62	158
613	fire	fired, fires, firing, firings	62	157
628	firm	firmed, firmer, firmest, firming, firms	61.8	153
2632	firmly		53.5	22
78	first	firsts	71.2	1321
2662	firstly		53.4	22
827	fish	fished, fishes, fishing	60.6	115
700	fit	fits, fitted, fitter, fittest, fitting, fittings	61.4	137
972	fix	fixed, fixes, fixing, fixings	59.8	95
2587	flag	flagged, flagging, flags	53.7	23
2483	flash	flashed, flashes, flashing	54	25
1075	flat	flats	59.2	84
2717	flexible		53.1	21
1217	flight	flights	58.6	72
2414	float	floated, floating, floats	54.2	27
2272	flood	flooded, flooding, floods	54.7	30
751	floor	floored, flooring, floors	61	126
1077	flow	flowed, flowing, flows	59.2	84
1299	flower	flowered, flowering, flowers	58.2	67
880	fly	flew, flies, flown, flying	60.3	107
550	focus	focused, focuses, focusing, focussed, focusses, focussing	62.5	177
2552	fold	folded, folding, folds	53.8	24
1673	folk	folks	56.7	46
188	follow	followed, following, follows	67.2	521
367	food	foods	64.3	268
2761	fool	fooled, fooling, fools	52.8	19
576	foot	feet, footed, footing, foots	62.2	167
1215	football	footballs	58.6	72
12	for		80	10025
346	force	forced, forces, forcing	64.6	286
2367	forecast	forecasted, forecasting, forecasts	54.4	28
633	foreign		61.8	151
1525	forest	forested, foresting, forests	57.3	53
2505	forever		53.9	25
651	forget	forgets, forgetting, forgot, forgotten	61.7	147
257	form	formed, forming, forms	65.8	379
1698	formal	formals	56.6	45
2467	format	formats, formatted, formatting	54.1	26
2310	formation	formations	54.6	29
599	former	formers	62.1	162
2099	formula	formulae, formulas	55.2	33
1858	forth		56	40
2793	fortunate		50.4	11
2513	fortune	fortunes	53.9	25
452	forward	forwarded, forwarding, forwards	63.5	223
2800	found	founded, founding, founds	48.3	7
2175	foundation	foundations	55	31
2780	fragment	fragmented, fragmenting, fragments	52.4	17
1509	frame	framed, frames, framing	57.3	54
2042	framework	frameworks	55.4	35
395	free	freed, freeing, freer, frees, freest	64.1	255
1397	freedom	freedoms	57.9	61
1854	freeze	freezes, freezing, froze, frozen	56	40
2293	frequency	frequencies	54.7	29
2407	frequent	frequented, frequenting, frequents	54.3	27
1709	frequently		56.5	45
1307	fresh	fresher, freshest	58.2	66
208	friend	friends	66.7	468
1536	friendly	friendlier, friendliest	57.2	53
2484	friendship	friendships	54	25
2194	frighten	frightened, frightening, frightens	54.9	31
26	from		76.6	4598
488	front	fronted, fronting, fronts	63.1	203
1638	fruit	fruited, fruiting, fruits	56.8	48
1603	fuel	fueled, fueling, fuels	57	50
2445	fulfill	fulfil, fulfiled, fulfiling, fulfilled, fulfilling, fulfills, fulfils	54.1	26
410	full	fuller, fullest	63.9	248
1176	fully		58.7	75
901	fun		60.2	105
702	function	functioned, functioning, functions	61.3	135
2752	functional		52.9	19
527	fund	funded, funding, funds	62.7	187
1879	fundamental	fundamentals	55.9	39
1235	funny	funnier, funniest	58.5	71
2164	furniture		55	32
400	further	furthered, furthering, furthers	64	251
1752	furthermore		56.4	43
370	future	futures	64.2	266
737	gain	gained, gaining, gains	61.1	128
2463	gallery	galleries	54.1	26
393	game	gamed, games, gaming	64.1	255
1765	gap	gapped, gapping, gaps	56.3	43
971	garden	gardened, gardening, gardens	59.8	95
1187	gas	gases, gassed, gasses, gassing	58.7	74
2058	gate	gated, gates, gating	55.4	34
1284	gather	gathered, gathering, gatherings, gathers	58.3	67
2038	gay	gayer, gayest, gays	55.4	35
2768	gaze	gazed, gazes, gazing	52.7	19
2511	gear	geared, gearing, gears	53.9	25
2278	gender	gendered, genders	54.7	30
1946	gene	genes	55.7	37
404	general	generals	64	248
847	generally		60.5	112
1424	generate	generated, generates, generating	57.7	59
996	generation	generations	59.6	92
2464	genetic		54.1	26
2747	gentle	gentled, gentler, gentles, gentlest, gentling	52.9	20
1988	gentleman	gentlemen	55.6	36
2764	gently		52.8	19
2695	genuine		53.2	21
2488	gesture	gestured, gestures, gesturing	54	25
43	get	gets, getting, got, gotta, gotten	74.1	2573
2225	giant	giants	54.9	31
1425	gift	gifted, gifting, gifts	57.7	59
463	girl	girls	63.4	217
77	give	gave, given, gives, giving	71.2	1332
1368	glad	gladder, gladdest	58	63
2458	glance	glanced, glances, glancing	54.1	26
1040	glass	glassed, glasses, glassing	59.4	87
1168	global		58.8	76
31	go	goes, going, gone, gonna, went	75.1	3260
855	goal	goals	60.4	110
2226	god	gods	54.9	31
1451	gold		57.6	58
2650	golden		53.4	22
2476	golf		54	25
56	good		73.1	2038
2469	govern	governed, governing, governs	54.1	26
216	government	governments	66.6	455
2052	governor	governors	55.4	35
2301	grab	grabbed, grabbing, grabs	54.6	29
1557	grade	graded, grades, grading	57.2	52
2186	gradually		54.9	31
1546	graduate	graduated, graduates, graduating	57.2	52
2724	grain	grained, graining, grains	53.1	20
2684	grammar	grammars	53.3	21
2091	grand	grander, grandest	55.2	33
2601	grandmother	grandmothers	53.6	23
1145	grant	granted, granting, grants	58.9	78
2191	grass	grassed, grasses, grassing	54.9	31
1975	grateful		55.6	36
1847	gray	grayed, grayer, grayest, graying, grays, grey, greyed, greyer, greyest, greying, greys	56	40
124	great	greater, greatest, greats	68.5	710
2416	greatly		54.2	27
939	green	greened, greener, greenest, greening, greens	60	101
2611	greet	greeted, greeting, greetings, greets	53.6	23
2791	grin	grinned, grinning, grins	51	12
586	ground	grounded, grounding, grounds	62.2	165
167	group	grouped, grouping, groups	67.6	569
335	grow	grew, growing, grown, grows	64.7	294
678	growth	growths	61.5	140
1568	guarantee	guaranteed, guaranteeing, guarantees, guaranties, guaranty	57.1	52
1675	guard	guarded, guarding, guards	56.7	46
900	guess	guessed, guesses, guessing	60.2	105
1428	guest	guests	57.7	59
1144	guide	guided, guides, guiding	58.9	78
2652	guideline	guidelines	53.4	22
2127	guilty	guiltier, guiltiest	55.1	33
2586	guitar	guitars	53.7	23
1440	gun	gunned, gunning, guns	57.7	58
701	guy	guys	61.3	136
1826	habit	habited, habits	56.1	41
912	hair	haired, hairs	60.2	104
365	half	halved, halves, halving	64.3	269
1478	hall	halls	57.5	56
198	hand	handed, handing, hands	67	497
1039	handle	handled, handles, handling	59.4	87
1083	hang	hanged, hanging, hangings, hangs, hung	59.2	83
236	happen	happened, happening, happenings, happens	66.2	420
2694	happiness		53.2	21
513	happy	happier, happiest	62.8	191
2701	harbor	harbored, harboring, harbors, harbour, harbouring, harbours	53.2	21
298	hard	harder, hardest	65.1	325
1338	hardly		58.1	64
2234	harm	harmed, harming, harms	54.8	30
1748	hat	hats, hatted	56.4	43
1378	hate	hated, hates, hating	57.9	62
8	have	had, hadn't, has, hasn't, haven't, having	81.5	14210
11	he	him, his	80.4	11017
259	head	headed, heading, headings, heads	65.8	378
475	health		63.2	209
1360	healthy	healthier, healthiest	58	63
178	hear	heard, hearing, hears	67.4	546
622	heart	hearted, hearts	61.9	155
1139	heat	heated, heating, heats	58.9	78
2117	heavily		55.2	33
1050	heavy	heavier, heavies, heaviest	59.3	86
2148	height	heights	55.1	32
1741	hell	hells	56.4	44
2796	hello		49.9	10
133	help	helped, helping, helpings, helps	68.3	680
1711	helpful		56.5	45
2092	hence		55.2	33
98	here		69.8	947
2106	hero	heroes	55.2	33
994	herself		59.6	92
2628	hesitate	hesitated, hesitates, hesitating	53.5	23
1824	hi		56.1	41
1245	hide	hid, hidden, hides, hiding	58.5	70
148	high	higher, highest, highs	68	637
1902	highlight	highlighted, highlighting, highlights	55.8	38
1072	highly		59.2	84
1668	hill	hilled, hills	56.7	46
458	himself		63.4	220
2686	hint	hinted, hinting, hints	53.3	21
1512	hire	hired, hires, hiring	57.3	54
2358	historian	historians	54.4	28
2493	historic		54	25
1403	historical		57.8	61
385	history	histories	64.1	258
695	hit	hits, hitting	61.4	137
222	hold	held, holding, holdings, holds	66.4	442
2790	holder	holders	51.6	14
1513	hole	holed, holes, holing	57.3	54
742	holiday	holidayed, holidaying, holidays	61	127
161	home	homed, homes, homing	67.7	585
2033	honest		55.5	35
1623	honor	honored, honoring, honors, honour, honoured, honouring, honours	56.9	49
2687	hook	hooked, hooking, hooks	53.3	21
250	hope	hoped, hopes, hoping	65.9	388
2612	hopefully		53.6	23
2706	horrible		53.2	21
1137	horse	horsed, horses, horsing	58.9	78
782	hospital	hospitals	60.9	123
1325	host	hosted, hosting, hosts	58.2	65
884	hot	hots, hotter, hottest	60.3	107
759	hotel	hotels	61	126
247	hour	hours	65.9	391
165	house	housed, houses, housing	67.6	572
1744	household	households	56.4	44
93	how		70.4	1093
203	however		66.8	479
861	huge	huger, hugest	60.4	109
428	human	humans	63.7	235
2570	humor	humored, humoring, humors, humour, humoured, humours	53.7	24
2797	hunger	hungered, hungering, hungers	49.7	9
1996	hunt	hunted, hunting, hunts	55.5	36
2680	hurry	hurried, hurries, hurrying	53.3	21
1419	hurt	hurting, hurts	57.8	60
801	husband	husbanded, husbanding, husbands	60.8	119
2771	hypothesis	hypotheses	52.7	19
20	i	me, my	78.3	6820
1552	ice	iced, ices	57.2	52
251	idea	ideas	65.9	387
1672	ideal	ideals	56.7	46
805	identify	identified, identifies, identifying	60.7	118
1585	identity	identities	57.1	51
34	if	ifs	74.8	3009
1444	ignore	ignored, ignores, ignoring	57.6	58
1727	ill	ills	56.5	44
2351	illegal		54.4	28
1936	illness	illnesses	55.8	38
1815	illustrate	illustrated, illustrates, illustrating	56.1	41
2433	illustration	illustrations	54.2	26
704	image	imaged, images, imaging	61.3	135
2500	imagination	imaginations	54	25
923	imagine	imagined, imagines, imagining, imaginings	60.1	102
1804	immediate		56.2	41
986	immediately		59.7	93
2639	immigrant	immigrants	53.5	22
1738	implement	implemented, implementing, implements	56.4	44
2645	implementation	implementations	53.4	22
1869	implication	implications	55.9	39
1816	imply	implied, implies, implying	56.1	41
1611	import	imported, importing, imports	57	50
1142	importance		58.9	78
190	important		67.1	518
1721	impose	imposed, imposes, imposing	56.5	45
1348	impossible		58	64
2241	impress	impressed, impresses, impressing	54.8	30
1715	impression	impressions	56.5	45
2419	impressive		54.2	26
508	improve	improved, improves, improving	62.8	192
1224	improvement	improvements	58.5	71
7	in		83.3	21143
2383	incentive	incentives	54.3	27
2046	inch	inched, inches, inching	55.4	35
1805	incident	incidents	56.2	41
163	include	included, includes, including	67.6	575
919	income	incomes	60.1	103
2132	incorporate	incorporated, incorporates, incorporating	55.1	33
230	increase	increased, increases, increasing	66.3	425
1610	increasingly		57	50
697	indeed		61.4	137
2231	independence		54.8	30
1004	independent	independents	59.6	91
1707	index	indexed, indexes, indexing, indices	56.5	45
818	indicate	indicated, indicates, indicating	60.6	116
2572	indication	indications	53.7	23
409	individual	individuals	63.9	248
1492	industrial	industrials	57.4	55
530	industry	industries	62.7	185
2328	infant	infants	54.5	28
2250	infection	infections	54.8	30
2492	inflation	inflations	54	25
680	influence	influenced, influences, influencing	61.5	140
1068	inform	informed, informing, informs	59.3	84
213	information		66.6	459
1280	initial	initialed, initialing, initialled, initialling, initials	58.3	68
2144	initially		55.1	32
1843	initiative	initiatives	56	40
2494	injure	injured, injures, injuring	54	25
1799	injury	injuries	56.2	41
2233	inner	inners	54.8	30
2711	innocent	innocents	53.1	21
2178	innovation	innovations	55	31
2077	input	inputs, inputted, inputting	55.3	34
2562	inquiry	inquiries	53.8	24
660	inside	insides	61.6	145
2503	insight	insights	53.9	25
1549	insist	insisted, insisting, insists	57.2	52
2090	inspire	inspired, inspires, inspiring	55.2	33
1922	install	installed, installing, installs	55.8	38
863	instance	instanced, instances, instancing	60.4	109
553	instead		62.5	176
1135	institution	institutions	58.9	78
2742	institutional		52.9	20
1670	instruction	instructions	56.7	46
1594	instrument	instrumented, instruments	57	50
1312	insurance	insurances	58.2	66
2798	insure	insured, insures, insuring	49.6	9
1953	integrate	integrated, integrates, integrating	55.7	37
1979	intellectual	intellectuals	55.6	36
1671	intelligence	intelligences	56.7	46
1112	intend	intended, intending, intends	59.1	80
2561	intense		53.8	24
1762	intention	intentions	56.3	43
1875	interaction	interactions	55.9	39
142	interest	interested, interesting, interests	68.1	653
2633	interior	interiors	53.5	22
1515	internal	internals	57.3	54
662	international	internationals	61.6	144
2230	interpret	interpreted, interpreting, interprets	54.8	30
1987	interpretation	interpretations	55.6	36
2240	intervention	interventions	54.8	30
784	interview	interviewed, interviewing, interviews	60.9	122
73	into		71.7	1478
772	introduce	introduced, introduces, introducing	60.9	124
1201	introduction	introductions	58.6	73
2624	invent	invented, inventing, invents	53.5	23
1364	invest	invested, investing, invests	58	63
1531	investigate	investigated, investigates, investigating	57.2	53
1316	investigation	investigations	58.2	66
821	investment	investments	60.6	116
1595	investor	investors	57	50
2192	invitation	invitations	54.9	31
1026	invite	invited, invites, inviting	59.5	88
379	involve	involved, involves, involving	64.2	260
2304	involvement	involvements	54.6	29
2257	iron	ironed, ironing, irons	54.8	30
1212	island	islanded, islanding, islands	58.6	72
2078	isolate	isolated, isolates, isolating	55.3	34
218	issue	issued, issues, issuing	66.6	453
9	it	its	81.4	13772
747	item	items	61	126
538	itself		62.6	181
2251	jacket	jackets	54.8	30
2577	jail	jailed, jailing, jails	53.7	23
231	job	jobbing, jobs	66.3	425
469	join	joined, joining, joins	63.3	215
1680	joint	jointed, jointing, joints	56.6	46
1717	joke	joked, jokes, joking	56.5	45
2427	journal	journaling, journals	54.2	26
1937	journalist	journalists	55.7	38
1619	journey	journeyed, journeying, journeys	56.9	49
2508	joy	joys	53.9	25
993	judge	judged, judges, judging	59.6	92
1571	judgment	judgments	57.1	51
1322	jump	jumped, jumping, jumps	58.2	65
2602	jury	juries	53.6	23
64	just		72.4	1751
1694	justice	justices	56.6	46
2120	justify	justified, justifies, justifying	55.2	33
2362	keen	keened, keener, keenest, keening, keens	54.4	28
177	keep	keeping, keeps, kept	67.4	551
659	key	keyed, keying, keys	61.6	146
1728	kick	kicked, kicking, kicks	56.5	44
529	kid	kidded, kidding, kids	62.7	186
533	kill	killed, killing, killings, kills	62.6	184
176	kind	kinder, kindest, kinds	67.4	554
1874	king	kings	55.9	39
1678	kiss	kissed, kisses, kissing	56.6	46
1305	kitchen	kitchens	58.2	66
2219	knee	kneed, kneeing, knees	54.9	31
2654	knife	knifed, knifes, knifing, knives	53.4	22
1812	knock	knocked, knocking, knocks	56.2	41
41	know	knew, knowing, known, knows	74.2	2634
619	knowledge		61.9	155
1526	label	labeled, labeling, labelled, labelling, labels	57.3	53
1158	labor	labored, laboring, labors, labour, laboured, labouring, labours	58.8	76
2440	laboratory	laboratories	54.2	26
729	lack	lacked, lacking, lacks	61.1	129
1259	lady	ladies	58.4	69
1820	lake	lakes	56.1	41
497	land	landed, landing, landings, lands	62.9	197
1990	landscape	landscaped, landscapes, landscaping	55.6	36
360	language	languages	64.4	275
210	large	larger, largest	66.7	464
1562	largely		57.1	52
101	last	lasted, lasting, lasts	69.6	917
147	late	later, latest	68	638
1702	latter		56.6	45
620	laugh	laughed, laughing, laughs	61.9	155
2009	laughter		55.5	36
1129	launch	launched, launches, launching	59	79
421	law	laws	63.8	239
1487	lawyer	lawyers	57.5	56
1103	lay	laid, laying, lays	59.1	81
2022	layer	layered, layering, layers	55.5	35
2795	lazy	lazier, laziest	50	10
241	lead	leading, leads, led	66.1	410
596	leader	leaders	62.1	163
1504	leadership	leaderships	57.4	55
2384	league	leagues	54.3	27
1972	lean	leaned, leaner, leanest, leaning, leans, leant	55.6	36
2727	leap	leaped, leaping, leaps, leapt	53.1	20
261	learn	learned, learning, learns, learnt	65.7	375
281	least		65.4	350
2730	leather	leathered, leathering, leathers	53.1	20
126	leave	leaved, leaves, leaving	68.4	699
2376	lecture	lectured, lectures, lecturing	54.4	27
1218	left	lefts	58.6	72
1095	leg	legged, legging, leggings, legs	59.1	82
977	legal		59.7	94
1733	legislation	legislations	56.4	44
2303	lend	lending, lends, lent	54.6	29
1315	length	lengths	58.2	66
253	less		65.9	385
1232	lesson	lessons	58.5	71
174	let	lemme, lets, letting	67.4	555
358	letter	lettering, letters	64.4	277
262	level	leveled, leveling, levelled, levelling, levels	65.7	373
2642	liability	liabilities	53.5	22
1819	liberal	liberals	56.1	41
1160	library	libraries	58.8	76
1581	license	licence, licenced, licences, licencing, licensed, licenses, licensing	57.1	51
582	lie	lain, lied, lies, lying	62.2	166
111	life		69.1	812
1165	lift	lifted, lifting, lifts	58.8	76
349	light	lighted, lightest, lighting, lights, lit	64.5	284
45	like	liked, likes, liking	73.9	2465
535	likely	likelier, likeliest	62.6	183
572	limit	limited, limiting, limits	62.3	168
2571	limitation	limitations	53.7	24
274	line	lined, lines, lining	65.5	358
770	link	linked, linking, links	60.9	124
2297	lip	lipped, lips	54.6	29
2689	liquid	liquids	53.2	21
523	list	listed, listing, listings, lists	62.7	187
573	listen	listened, listening, listens	62.3	168
2781	listener	listeners	52.3	17
2486	literally		54	25
2468	literary		54.1	26
1517	literature	literatures	57.3	54
132	little	littler, littlest	68.3	681
153	live	lived, lives, living	67.8	608
1453	load	loaded, loading, loads	57.6	57
1574	loan	loaned, loaning, loans	57.1	51
300	local	locals	65.1	321
1448	locate	located, locates, locating	57.6	58
1363	location	locations	58	63
1602	lock	locked, locking, locks	57	50
2224	log	logged, logging, logs	54.9	31
2681	logic	logics	53.3	21
115	long	longed, longer, longest, longing, longs	69	791
75	look	looked, looking, looks	71.4	1370
2183	loose	loosed, looser, looses, loosest, loosing	55	31
305	lose	loses, losing, lost	65	316
806	loss	losses	60.7	118
123	lot	lots	68.5	715
2247	loud	louder, loudest	54.8	30
229	love	loved, loves, loving	66.3	427
1598	lovely	lovelier, loveliest	57	50
2708	lover	lovers	53.2	21
283	low	lowed, lower, lowered, lowering, lowers, lowest, lowing, lows	65.4	349
1932	luck	lucked, lucking, lucks	55.8	38
1864	lucky	luckier, luckiest	56	39
1332	lunch	lunched, lunches, lunching	58.1	64
2657	luxury	luxuries	53.4	22
745	machine	machined, machines, machining	61	126
2415	mad	madder, maddest	54.2	27
983	magazine	magazines	59.7	93
2589	magic		53.7	23
1641	mail	mailed, mailing, mailings, mails	56.8	48
453	main		63.5	223
1436	mainly		57.7	59
942	maintain	maintained, maintaining, maintains	60	100
2545	maintenance	maintenances	53.8	24
438	major	majored, majoring, majors	63.6	229
1007	majority	majorities	59.6	91
48	make	made, makes, making	73.7	2359
2616	maker	makers	53.6	23
913	male	males	60.1	103
112	man	manned, manning, mans, men	69.1	807
625	manage	managed, manages, managing	61.9	154
692	management	managements	61.4	138
661	manager	managers	61.6	145
1439	manner	mannered, manners	57.7	59
1390	manufacture	manufactured, manufactures, manufacturing	57.9	62
1894	manufacturer	manufacturers	55.9	38
99	many		69.8	945
1210	map	mapped, mapping, maps	58.6	72
2451	march	marched, marches, marching	54.1	26
2391	margin	margins	54.3	27
743	mark	marked, marking, markings, marks	61	127
219	market	marketed, marketing, markets	66.5	450
1246	marriage	marriages	58.5	70
775	marry	married, marries, marrying	60.9	124
1234	mass	massed, masses, massing	58.5	71
1921	massive		55.8	38
1554	master	mastered, mastering, masters	57.2	52
849	match	matched, matches, matching	60.5	111
2286	mate	mated, mates, mating	54.7	29
571	material	materials	62.3	168
1925	mathematics	math, maths	55.8	38
340	matter	mattered, mattering, matters	64.6	290
2267	mature	matured, matures, maturing	54.8	30
1839	maximum		56	40
97	may		69.8	959
464	maybe		63.4	217
2775	mayor	mayors	52.5	18
1248	meal	meals	58.4	70
95	mean	meaner, meanest, meaning, meanings, means, meant	70.1	1021
1751	meanwhile		56.4	43
532	measure	measured, measures, measuring	62.7	185
2429	measurement	measurements	54.2	26
1867	meat	meats	56	39
1860	mechanism	mechanisms	56	39
1031	medical	medicals	59.4	88
1759	medicine	medicines	56.3	43
689	medium	mediums	61.4	138
135	meet	meeting, meetings, meets, met	68.3	671
266	member	members	65.6	364
2259	membership	memberships	54.8	30
938	memory	memories	60	101
1647	mental		56.8	48
564	mention	mentioned, mentioning, mentions	62.4	172
2594	menu	menus	53.6	23
2579	mere	merest	53.7	23
1796	merely		56.2	42
2380	mess	messed, messes, messing	54.4	27
862	message	messaged, messages, messaging	60.4	109
1832	metal	metals	56.1	40
2110	meter	metered, metering, meters, metre, metres	55.2	33
755	method	methods	61	126
835	middle	middled, middles, middling	60.6	114
159	might	mighta, mightn't	67.7	587
777	mile	miles	60.9	124
758	military	militaries	61	126
1787	milk	milked, milking, milks	56.2	42
341	mind	minded, minding, minds	64.6	290
936	mine	mined, mines, mining	60	101
1767	minimum	minima, minimums	56.3	43
1435	minister	ministered, ministering, ministers	57.7	59
1995	minor	minors	55.5	36
1985	minority	minorities	55.6	36
366	minute	minutes	64.3	268
2203	mirror	mirrored, mirroring, mirrors	54.9	31
645	miss	missed, misses, missing	61.7	149
1689	mission	missions	56.6	46
1150	mistake	mistakes, mistaking, mistook	58.9	77
1027	mix	mixed, mixes, mixing	59.5	88
2517	mixture	mixtures	53.9	25
1736	mobile	mobiles	56.4	44
2202	mode	modes	54.9	31
485	model	modeled, modeling, modelled, modelling, models	63.1	205
2346	moderate	moderated, moderates, moderating	54.5	28
808	modern		60.7	117
2482	modify	modified, modifies, modifying	54	25
2785	module	modules	51.8	15
2129	mom	mommies, mommy, moms	55.1	33
397	moment	moments	64	254
201	money		66.9	492
1375	monitor	monitored, monitoring, monitors	57.9	62
209	month	months	66.7	468
2735	monthly		53	20
2064	mood	moods	55.3	34
2596	moon	mooned, moons	53.6	23
1548	moral	morals	57.2	52
42	more		74.2	2631
1401	moreover		57.8	61
434	morning	mornings	63.6	232
2441	mortgage	mortgaged, mortgages	54.2	26
88	most		70.6	1146
1285	mostly		58.3	67
338	mother	mothered, mothering, mothers	64.7	293
1846	motion	motioned, motioning, motions	56	40
2439	motivate	motivated, motivates, motivating	54.2	26
2630	motivation	motivations	53.5	23
2408	motor	motored, motoring, motors	54.3	27
2331	mount	mounted, mounting, mounts	54.5	28
1243	mountain	mountains	58.5	70
1924	mouse	mice, mouses	55.8	38
1437	mouth	mouthed, mouthing, mouths	57.7	59
200	move	moved, moves, moving	66.9	493
803	movement	movements	60.8	119
762	movie	movies	61	126
91	much		70.5	1125
1730	multiple	multiples	56.4	44
1374	murder	murdered, murdering, murders	57.9	62
2153	muscle	muscled, muscles	55.1	32
1395	museum	museums	57.9	61
392	music		64.1	255
1628	musical	musicals	56.9	49
2348	musician	musicians	54.5	28
160	must	musta, mustn't	67.7	586
2437	mutual		54.2	26
669	myself		61.5	142
2590	mystery	mysteries	53.7	23
206	name	named, names, naming	66.7	472
2621	narrative	narratives	53.6	23
1583	narrow	narrowed, narrower, narrowest, narrowing, narrows	57.1	51
767	nation	nations	61	125
537	national	nationals	62.6	181
1637	native	natives	56.8	48
816	natural	naturals	60.6	116
2141	naturally		55.1	32
666	nature	natured, natures	61.5	143
427	near	neared, nearer, nearest, nearing, nears	63.7	236
1893	nearby		55.9	38
768	nearly		61	125
1507	necessarily		57.3	54
676	necessary	necessaries	61.5	141
1950	neck	necked, necking, necks	55.7	37
90	need	needed, needing, needs	70.5	1129
1084	negative	negatives	59.2	83
2575	neglect	neglected, neglecting, neglects	53.7	23
2000	negotiate	negotiated, negotiates, negotiating	55.5	36
1859	negotiation	negotiations	56	40
1220	neighbor	neighbored, neighboring, neighbors, neighbour, neighboured, neighbouring, neighbours	58.5	72
1692	neighborhood	neighborhoods, neighbourhood, neighbourhoods	56.6	46
1214	neither		58.6	72
2673	nerve	nerved, nerves, nerving	53.4	22
2076	nervous		55.3	34
1189	net	nets, netted, netting	58.7	74
846	network	networked, networking, networks	60.5	112
162	never		67.6	580
1558	nevertheless		57.2	52
79	new	newer, newest	71.1	1290
2276	newly		54.7	30
546	news		62.5	178
928	newspaper	newspapers	60.1	102
151	next		67.9	620
506	nice	nicer, nicest	62.9	193
270	night	nights	65.6	361
60	no		72.7	1854
1101	nobody	nobodies	59.1	82
1438	noise	noises	57.7	59
1012	none		59.5	90
966	nor		59.8	96
854	normal	normals	60.4	110
1422	normally		57.7	59
1203	north		58.6	73
1768	northern		56.3	43
2112	nose	nosed, noses, nosing	55.2	33
14	not		79.8	9494
384	note	noted, notes, noting	64.1	258
336	nothing		64.7	294
664	notice	noticed, notices, noticing	61.6	143
1617	notion	notions	56.9	49
2792	noun	nouns	50.4	11
1276	novel	novels	58.3	68
70	now		71.9	1563
2208	nowadays		54.9	31
2635	nowhere		53.5	22
1196	nuclear		58.7	73
127	number	numbered, numbering, numbers	68.4	698
2067	numerous		55.3	34
1313	nurse	nursed, nurses, nursing	58.2	66
941	object	objected, objecting, objects	60	100
1400	objective	objectives	57.8	61
2135	obligation	obligations	55.1	33
1866	observation	observations	56	39
1096	observe	observed, observes, observing	59.1	82
1321	obvious		58.2	66
885	obviously		60.3	107
1442	occasion	occasioned, occasioning, occasions	57.7	58
2287	occasionally		54.7	29
1928	occupy	occupied, occupies, occupying	55.8	38
718	occur	occurred, occurring, occurs	61.2	132
2668	ocean	oceans	53.4	22
1572	odd	odder, oddest	57.1	51
4	of		84.8	30126
150	off	offed, offing, offs	68	630
2342	offense	offence, offences, offenses	54.5	28
237	offer	offered, offering, offerings, offers	66.2	418
343	office	offices	64.6	288
895	officer	officered, officering, officers	60.2	106
643	official	officials	61.7	149
288	often		65.3	341
897	oil	oiled, oiling, oils	60.2	105
924	okay	ok, okayed, okaying, okays	60.1	102
144	old	older, oldest	68.1	647
17	on		78.9	7763
265	once		65.6	365
35	one	ones	74.8	2997
1792	online		56.2	42
74	only		71.7	1475
1402	onto		57.8	61
214	open	opened, opening, openings, opens	66.6	459
2459	opera	operas	54.1	26
914	operate	operated, operates, operating	60.1	103
848	operation	operations	60.5	112
2327	operator	operators	54.5	28
656	opinion	opinioned, opinions	61.7	147
2393	opponent	opponents	54.3	27
520	opportunity	opportunities	62.8	189
1404	oppose	opposed, opposes, opposing	57.8	61
1371	opposite	opposites	58	62
1620	opposition	oppositions	56.9	49
859	option	options	60.4	110
29	or		76.1	4060
2497	orange	oranges	54	25
215	order	ordered, ordering, orders	66.6	456
1644	ordinary		56.8	48
2757	organic	organics	52.9	19
512	organization	organisation, organisations, organizations	62.8	191
823	organize	organise, organised, organises, organising, organized, organizes, organizing	60.6	115
1986	origin	origins	55.6	36
962	original	originals	59.8	96
1941	originally		55.7	37
54	other	others	73.2	2100
1054	otherwise		59.3	86
1475	ought	oughta, oughtn't	57.5	56
1613	ourselves		56.9	49
55	out	outed, outing, outings, outs	73.1	2064
1624	outcome	outcomes	56.9	49
1929	outline	outlined, outlines, outlining	55.8	38
1919	output	outputs, outputted, outputting	55.8	38
491	outside	outsides	63	200
82	over	overs	70.9	1235
1111	overall		59.1	81
2220	overcome	overcame, overcomes, overcoming	54.9	31
2313	overseas	oversea	54.6	29
2051	owe	owed, owes, owing	55.4	35
129	own	owned, owning, owns	68.4	693
1256	owner	owners	58.4	70
2749	ownership	ownerships	52.9	19
2116	pace	paced, paces, pacing	55.2	33
1385	pack	packed, packing, packs	57.9	62
1317	package	packaged, packages, packaging	58.2	66
652	page	paged, pages, paging	61.7	147
1148	pain	pained, paining, pains	58.9	77
672	paint	painted, painting, paintings, paints	61.5	142
1090	pair	paired, pairing, pairings, pairs	59.2	82
2754	pale	paled, paler, pales, palest, paling	52.9	19
1835	panel	paneled, paneling, panelled, panelling, panels	56	40
2690	panic	panicked, panicking, panics	53.2	21
425	paper	papered, papering, papers	63.7	236
2615	paragraph	paragraphed, paragraphing, paragraphs	53.6	23
2277	parallel	paralleled, paralleling, parallels	54.7	30
297	parent	parented, parenting, parents	65.1	326
657	park	parked, parking, parks	61.7	146
130	part	parted, parting, parts	68.4	692
1648	participant	participants	56.8	48
1466	participate	participated, participates, participating	57.5	57
2525	participation	participations	53.9	24
467	particular	particulars	63.3	215
601	particularly		62.1	162
1914	partly		55.8	38
1134	partner	partnered, partnering, partners	58.9	78
2524	partnership	partnerships	53.9	24
299	party	partied, parties, partying	65.1	322
416	pass	passed, passes, passing	63.9	243
1856	passage	passages	56	40
1693	passenger	passengers	56.6	46
2443	passion	passions	54.1	26
330	past		64.7	297
1293	path	paths	58.3	67
589	patient	patients	62.2	165
882	pattern	patterned, patterning, patterns	60.3	107
649	pause	paused, pauses, pausing	61.7	148
220	pay	paid, paying, pays	66.5	447
1266	payment	payments	58.3	68
1124	peace	peaces	59	79
1659	peak	peaked, peaking, peaks	56.7	47
2005	peer	peered, peering, peers	55.5	36
2318	pen	penned, penning, pens	54.6	29
2527	penalty	penalties	53.9	24
2006	pension	pensioned, pensioning, pensions	55.5	36
57	people	peopled, peoples, peopling	73.1	2019
373	per		64.2	265
2101	perceive	perceived, perceives, perceiving	55.2	33
549	percent	percents	62.5	177
1123	percentage	percentages	59	79
2140	perception	perceptions	55.1	32
1109	perfect	perfected, perfecting, perfects	59.1	81
1886	perfectly		55.9	39
934	perform	performed, performing, performs	60	101
559	performance	performances	62.4	172
413	perhaps		63.9	246
382	period	periods	64.1	259
1780	permanent		56.2	42
2412	permission	permissions	54.2	27
1587	permit	permits, permitted, permitting	57	51
263	person	persons	65.7	368
585	personal	personals	62.2	165
1650	personality	personalities	56.8	47
1897	personally		55.8	38
2499	personnel		54	25
1494	perspective	perspectives	57.4	55
2089	persuade	persuaded, persuades, persuading	55.2	33
1695	phase	phased, phases, phasing	56.6	46
2094	phenomenon	phenomena	55.2	33
2296	philosophy	philosophies	54.7	29
479	phone	phoned, phones, phoning	63.2	207
1206	photo	photos	58.6	72
1180	photograph	photographed, photographing, photographs	58.7	74
1793	phrase	phrased, phrases, phrasing	56.2	42
1118	physical	physicals	59	80
2588	piano	pianos	53.7	23
583	pick	picked, picking, picks	62.2	166
509	picture	pictured, pictures, picturing	62.8	192
608	piece	pieced, pieces, piecing	62	159
2516	pig	pigged, pigging, pigs	53.9	25
2515	pile	piled, piles, piling	53.9	25
1794	pilot	piloted, piloting, pilots	56.2	42
2236	pink	pinked, pinker, pinkest, pinking, pinks	54.8	30
2584	pipe	piped, pipes, piping	53.7	23
2055	pitch	pitched, pitches, pitching	55.4	34
114	place	placed, places, placing	69	795
1959	plain	plainer, plainest, plains	55.6	37
232	plan	planned, planning, plans	66.3	425
1257	plane	planed, planes	58.4	69
2217	planet	planets	54.9	31
671	plant	planted, planting, plants	61.5	142
1848	plastic	plastics	56	40
1703	plate	plated, plates, plating	56.6	45
2169	platform	platforms	55	32
158	play	played, playing, plays	67.7	593
715	player	players	61.2	132
2312	pleasant	pleasanter, pleasantest	54.6	29
471	please	pleased, pleases, pleasing	63.3	213
1281	pleasure	pleasured, pleasures, pleasuring	58.3	68
1540	plenty		57.2	53
1949	plot	plots, plotted, plotting	55.7	37
1254	plus	pluses	58.4	70
1863	pocket	pocketed, pocketing, pockets	56	39
2209	poem	poems	54.9	31
2512	poet	poets	53.9	25
2530	poetry	poetries	53.9	24
131	point	pointed, pointing, points	68.3	684
616	police	policed, polices, policing	61.9	156
399	policy	policies	64	253
394	political		64.1	255
1810	politician	politicians	56.2	41
1105	politics		59.1	81
1682	poll	polled, polling, polls	56.6	46
2162	pollution	pollutions	55	32
1334	pool	pooled, pooling, pools	58.1	64
618	poor	poorer, poorest	61.9	156
1287	pop	popped, popping, pops	58.3	67
790	popular		60.8	121
710	population	populations	61.3	134
2054	port	ported, porting, ports	55.4	34
2227	portion	portioned, portioning, portions	54.9	31
2710	portrait	portraits	53.1	21
2205	pose	posed, poses, posing	54.9	31
426	position	positioned, positioning, positions	63.7	236
858	positive	positives	60.4	110
2411	possess	possessed, possesses, possessing	54.2	27
2538	possession	possessions	53.8	24
950	possibility	possibilities	59.9	99
290	possible		65.3	337
1345	possibly		58	64
927	post	posted, posting, postings, posts	60.1	102
2547	pot	pots, potted, potting	53.8	24
2620	potato	potatoes	53.6	23
829	potential	potentials	60.6	115
2555	potentially		53.8	24
982	pound	pounded, pounding, pounds	59.7	93
2133	pour	poured, pouring, pours	55.1	33
2273	poverty		54.7	30
331	power	powered, powering, powers	64.7	296
1298	powerful		58.2	67
1596	practical		57	50
484	practice	practiced, practices, practicing, practise, practised, practises, practising	63.1	205
2471	praise	praised, praises, praising	54.1	25
2636	pray	prayed, praying, prays	53.5	22
2720	precise		53.1	20
2340	precisely		54.5	28
1559	predict	predicted, predicting, predicts	57.1	52
948	prefer	prefered, prefering, preferred, preferring, prefers	60	99
2381	preference	preferences	54.4	27
2740	pregnancy	pregnancies	53	20
2509	pregnant		53.9	25
1971	premise	premised, premises, premising	55.6	36
2026	preparation	preparations	55.5	35
604	prepare	prepared, prepares, preparing	62	160
1184	presence	presences	58.7	74
275	present	presented, presenting, presents	65.5	358
1679	presentation	presentations	56.6	46
1933	preserve	preserved, preserves, preserving	55.8	38
612	president	presidents	62	157
1885	presidential		55.9	39
674	press	pressed, presses, pressing	61.5	141
809	pressure	pressured, pressures, pressuring	60.7	117
2597	presumably		53.6	23
2557	pretend	pretended, pretending, pretends	53.8	24
637	pretty	prettier, pretties, prettiest, prettying	61.8	150
1024	prevent	prevented, preventing, prevents	59.5	89
921	previous		60.1	103
1560	previously		57.1	52
296	price	priced, prices, pricing	65.1	327
2560	pride	prided, prides, priding	53.8	24
1952	primarily		55.7	37
1065	primary	primaries	59.3	85
1836	prime	primed, primes, priming	56	40
1553	principal	principals	57.2	52
1069	principle	principled, principles	59.3	84
1098	print	printed, printing, printings, prints	59.1	82
2661	printer	printers	53.4	22
1790	prior	priors	56.2	42
1791	priority	priorities	56.2	42
1460	prison	prisons	57.6	57
2079	prisoner	prisoners	55.3	34
648	private		61.7	148
2435	privilege	privileged, privileges, privileging	54.2	26
2003	prize	prized, prizes	55.5	36
2626	pro	pros	53.5	23
2729	probability	probabilities	53.1	20
328	probably		64.8	299
120	problem	problems	68.6	733
1166	procedure	procedures	58.8	76
1365	proceed	proceeded, proceeding, proceedings, proceeds	58	63
286	process	processed, processes, processing	65.4	346
417	produce	produced, produces, producing	63.9	243
1802	producer	producers	56.2	41
304	product	products	65	317
713	production	productions	61.3	133
2485	profession	professions	54	25
935	professional	professionals	60	101
1760	professor	prof, professors	56.3	43
2063	profile	profiled, profiles, profiling	55.3	34
899	profit	profited, profiting, profits	60.2	105
240	program	programed, programing, programme, programmed, programmes, programming, programs	66.2	414
1099	progress	progressed, progresses, progressing	59.1	82
518	project	projected, projecting, projects	62.8	190
828	promise	promised, promises, promising	60.6	115
1290	promote	promoted, promotes, promoting	58.3	67
2442	promotion	promotions	54.1	26
2373	prompt	prompted, prompting, prompts	54.4	27
2019	proof	proofed, proofing, proofs	55.5	35
1482	proper		57.5	56
1724	properly		56.5	44
920	property	properties	60.1	103
1661	proportion	proportioned, proportioning, proportions	56.7	47
978	proposal	proposals	59.7	94
876	propose	proposed, proposes, proposing	60.3	107
1947	prospect	prospected, prospecting, prospects	55.7	37
902	protect	protected, protecting, protects	60.2	105
1561	protection	protections	57.1	52
1976	protein	proteins	55.6	36
1706	protest	protested, protesting, protests	56.5	45
1888	proud	prouder, proudest	55.9	39
748	prove	proved, proven, proves, proving	61	126
205	provide	provided, provides, providing	66.8	476
2450	province	provinces	54.1	26
1538	provision	provisioned, provisioning, provisions	57.2	53
2520	psychological		53.9	24
2139	pub	pubs	55.1	32
287	public		65.4	343
2039	publication	publications	55.4	35
2474	publisher	publishers	54	25
799	pull	pulled, pulling, pulls	60.8	120
2473	pump	pumped, pumping, pumps	54	25
2095	pupil	pupils	55.2	33
1000	purchase	purchased, purchases, purchasing	59.6	91
2262	pure	purer, purest	54.8	30
735	purpose	purposed, purposes, purposing	61.1	128
1782	pursue	pursued, pursues, pursuing	56.2	42
867	push	pushed, pushes, pushing	60.4	109
139	put	puts, putting	68.2	655
2750	qualification	qualifications	52.9	19
1821	qualify	qualified, qualifies, qualifying	56.1	41
517	quality	qualities	62.8	190
2265	quantity	quantities	54.8	30
868	quarter	quartered, quartering, quarters	60.4	109
181	question	questioned, questioning, questions	67.3	542
1193	quick	quicker, quickest	58.7	74
783	quickly		60.9	122
1311	quiet	quieted, quieter, quietest, quieting, quiets	58.2	66
2669	quietly		53.4	22
277	quite		65.5	354
1431	quote	quoted, quotes, quoting	57.7	59
732	race	raced, races, racing	61.1	129
2610	racial	racials	53.6	23
2244	radical	radicals	54.8	30
1043	radio	radioed, radios	59.4	86
2438	rail	railed, railing, railings, rails	54.2	26
1230	rain	rained, raining, rains	58.5	71
486	raise	raised, raises, raising	63.1	205
2430	random		54.2	26
516	range	ranged, ranges, ranging	62.8	190
1533	rank	ranked, ranking, rankings, ranks	57.2	53
2387	rapid		54.3	27
1966	rapidly		55.6	37
1761	rare	rarer, rarest	56.3	43
2147	rarely		55.1	32
2709	rat	rats, ratted, ratting	53.2	21
312	rate	rated, rates, rating, ratings	64.9	312
292	rather		65.3	336
2158	ratio	ratios	55	32
2683	raw	rawer, rawest	53.3	21
380	reach	reached, reaches, reaching	64.2	260
2375	react	reacted, reacting, reacts	54.4	27
1229	reaction	reactions	58.5	71
207	read	reading, readings, reads	66.7	471
1141	reader	readers	58.9	78
774	ready	readied, readier, readies, readiest, readying	60.9	124
354	real		64.5	280
1179	reality	realities	58.7	74
554	realize	realise, realised, realises, realising, realized, realizes, realizing	62.5	176
104	really		69.4	870
2593	rear	reared, rearing, rears	53.6	23
256	reason	reasoned, reasoning, reasons	65.8	383
1567	reasonable		57.1	52
2715	reasonably		53.1	21
1386	recall	recalled, recalls	57.9	62
396	receive	received, receives, receiving	64.1	254
641	recent		61.7	149
638	recently		61.8	150
2698	reckon	reckoned, reckoning, reckons	53.2	21
2011	recognition	recognitions	55.5	35
733	recognize	recognise, recognised, recognises, recognising, recognized, recognizes, recognizing	61.1	129
1005	recommend	recommended, recommending, recommends	59.6	91
1532	recommendation	recommendations	57.2	53
344	record	recorded, recording, recordings, records	64.6	287
1629	recover	recovered, recovering, recovers	56.9	49
2319	recovery	recoveries	54.5	28
2085	recruit	recruited, recruiting, recruits	55.3	34
800	red	redder, reddest, reds	60.8	119
584	reduce	reduced, reduces, reducing	62.2	165
1685	reduction	reductions	56.6	46
865	refer	refered, refering, referred, referring, refers	60.4	109
877	reference	referenced, references, referencing	60.3	107
915	reflect	reflected, reflecting, reflects	60.1	103
2672	reflection	reflections	53.4	22
1213	reform	reformed, reforming, reforms	58.6	72
2733	refugee	refugees	53	20
1207	refuse	refused, refuses, refusing	58.6	72
511	regard	regarded, regarding, regards	62.8	191
2607	regardless		53.6	23
677	region	regions	61.5	141
1803	regional	regionals	56.2	41
1498	register	registered, registering, registers	57.4	55
2779	registration	registrations	52.4	17
2389	regret	regrets, regretted, regretting	54.3	27
1117	regular	regulars	59	80
2255	regularly		54.8	30
2581	regulate	regulated, regulates, regulating	53.7	23
1479	regulation	regulations	57.5	56
1701	reject	rejected, rejecting, rejects	56.6	45
642	relate	related, relates, relating	61.7	149
832	relation	relations	60.6	114
502	relationship	relationships	62.9	196
1086	relative	relatives	59.2	83
1324	relatively		58.2	65
1483	relax	relaxed, relaxes, relaxing	57.5	56
786	release	released, releases, releasing	60.9	122
1502	relevant		57.4	55
2510	reliable	reliables	53.9	25
1621	relief	reliefs	56.9	49
1699	religion	religions	56.6	45
1354	religious		58	63
1582	rely	relied, relies, relying	57.1	51
374	remain	remained, remaining, remains	64.2	265
1758	remark	remarked, remarking, remarks	56.3	43
2189	remarkable		54.9	31
351	remember	remembered, remembering, remembers	64.5	282
1457	remind	reminded, reminding, reminds	57.6	57
2495	remote	remoter, remotest	54	25
1051	remove	removed, removes, removing	59.3	86
1564	rent	rented, renting, rents	57.1	52
1876	repair	repaired, repairing, repairs	55.9	39
1251	repeat	repeated, repeating, repeats	58.4	70
992	replace	replaced, replaces, replacing	59.6	92
1106	reply	replied, replies, replying	59.1	81
166	report	reported, reporting, reports	67.6	570
1903	reporter	reporters	55.8	38
658	represent	represented, representing, represents	61.6	146
2025	representation	representations	55.5	35
1469	representative	representatives	57.5	57
1857	reputation	reputations	56	40
1009	request	requested, requesting, requests	59.6	90
402	require	required, requires, requiring	64	249
1202	requirement	requirements	58.6	73
2379	rescue	rescued, rescues, rescuing	54.4	27
423	research	researched, researches, researching	63.7	237
1643	researcher	researchers	56.8	48
1686	reserve	reserved, reserves, reserving	56.6	46
1537	resident	residents	57.2	53
2563	resign	resigned, resigning, resigns	53.7	24
2394	resist	resisted, resisting, resists	54.3	27
2291	resistance	resistances	54.7	29
1797	resolution	resolutions	56.2	42
1775	resolve	resolved, resolves, resolving	56.3	42
2256	resort	resorted, resorting, resorts	54.8	30
903	resource	resourced, resources, resourcing	60.2	105
681	respect	respected, respecting, respects	61.5	140
2016	respectively		55.5	35
1114	respond	responded, responding, responds	59.1	80
606	response	responses	62	159
961	responsibility	responsibilities	59.9	97
1080	responsible		59.2	83
528	rest	rested, resting, rests	62.7	186
918	restaurant	restaurants	60.1	103
2098	restore	restored, restores, restoring	55.2	33
2044	restrict	restricted, restricting, restricts	55.4	35
2174	restriction	restrictions	55	31
233	result	resulted, resulting, results	66.3	424
2035	retail	retailed, retailing, retails	55.4	35
1957	retain	retained, retaining, retains	55.7	37
1633	retire	retired, retires, retiring	56.9	48
2015	retirement	retirements	55.5	35
337	return	returned, returning, returns	64.7	294
1122	reveal	revealed, revealing, revealled, revealling, reveals	59	80
1349	revenue	revenues	58	64
2201	reverse	reversed, reverses, reversing	54.9	31
730	review	reviewed, reviewing, reviews	61.1	129
2685	revise	revised, revises, revising	53.3	21
1968	revolution	revolutions	55.6	36
1746	reward	rewarded, rewarding, rewards	56.4	43
2692	rice	rices	53.2	21
1010	rich	richer, richest	59.5	90
2401	rid	ridded, ridding, rids	54.3	27
1048	ride	ridden, rides, riding, rode	59.3	86
92	right	righted, righting, rights	70.5	1113
944	ring	rang, ringed, ringing, rings, rung	60	100
462	rise	risen, rises, rising	63.4	218
545	risk	risked, risking, risks	62.5	179
2341	rival	rivaled, rivaling, rivalled, rivalling, rivals	54.5	28
1174	river	rivers	58.7	75
521	road	roads	62.8	189
964	rock	rocked, rocking, rocks	59.8	96
468	role	roles	63.3	215
1178	roll	rolled, rolling, rolls	58.7	74
2631	romantic	romantics	53.5	22
2014	roof	roofed, roofing, roofs	55.5	35
254	room	roomed, rooming, rooms	65.9	385
1527	root	rooted, rooting, roots	57.3	53
2317	rough	roughed, rougher, roughest, roughing, roughs	54.6	29
2448	roughly		54.1	26
519	round	rounded, rounder, roundest, rounding, rounds	62.8	189
1408	route	routes	57.8	60
2102	routine	routines	55.2	33
1600	row	rowed, rowing, rows	57	50
2772	royal	royals	52.7	19
2403	ruin	ruined, ruining, ruins	54.3	27
415	rule	ruled, rules, ruling, rulings	63.9	245
192	run	ran, running, runs	67.1	510
1961	rural		55.6	37
1697	rush	rushed, rushes, rushing	56.6	45
1708	sad	sadder, saddest	56.5	45
1025	safe	safer, safest	59.5	89
1309	safety	safeties	58.2	66
2114	sail	sailed, sailing, sails	55.2	33
2534	sake	sakes	53.8	24
1814	salary	salaried, salaries	56.1	41
398	sale	sales	64	254
2457	salt	salted, salting, salts	54.1	26
122	same		68.6	721
1060	sample	sampled, samples, sampling, samplings	59.3	85
2613	sanction	sanctioned, sanctioning, sanctions	53.6	23
2371	sand	sanded, sanding, sands	54.4	28
2131	satisfaction	satisfactions	55.1	33
1152	satisfy	satisfied, satisfies, satisfying	58.9	77
566	save	saved, saves, saving, savings	62.3	171
30	say	said, saying, sayings, says	75.3	3425
1197	scale	scaled, scales, scaling	58.7	73
2608	scan	scanned, scanning, scans	53.6	23
2154	scare	scared, scares, scaring	55.1	32
1021	scene	scenes	59.5	89
1238	schedule	scheduled, schedules, scheduling	58.5	71
1265	scheme	schemed, schemes, scheming	58.3	68
2519	scholar	scholars	53.9	24
146	school	schooled, schooling, schools	68	638
904	science	sciences	60.2	104
1754	scientific		56.4	43
1407	scientist	scientists	57.8	60
2556	scope	scoped, scopes, scoping	53.8	24
822	score	scored, scores, scoring	60.6	115
2160	scream	screamed, screaming, screams	55	32
956	screen	screened, screening, screenings, screens	59.9	98
985	sea	seas	59.7	93
2320	seal	sealed, sealing, seals	54.5	28
888	search	searched, searches, searching	60.3	106
750	season	seasoned, seasoning, seasonings, seasons	61	126
851	seat	seated, seating, seats	60.5	111
226	second	sec, seconded, seconding, seconds	66.4	433
2083	secondary		55.3	34
1944	secondly		55.7	37
1274	secret	secrets	58.3	68
1191	secretary	secretaries	58.7	74
668	section	sectioned, sectioning, sections	61.5	142
1149	sector	sectors	58.9	77
1521	secure	secured, secures, securing	57.3	53
541	security	securities	62.5	180
50	see	saw, seeing, seen, sees	73.5	2226
1813	seed	seeded, seeding, seeds	56.2	41
778	seek	seeking, seeks, sought	60.9	123
173	seem	seemed, seeming, seems	67.5	562
2368	segment	segmented, segmenting, segments	54.4	28
1171	select	selected, selecting, selects	58.8	75
1645	selection	selections	56.8	48
1831	self	selves	56.1	40
418	sell	selling, sells, sold	63.9	243
323	send	sending, sends, sent	64.9	306
1205	senior	seniors	58.6	72
412	sense	sensed, senses, sensing	63.9	247
2075	sensitive		55.3	34
1097	sentence	sentenced, sentences, sentencing	59.1	82
889	separate	separated, separates, separating	60.3	106
1958	sequence	sequenced, sequences, sequencing	55.7	37
723	series		61.2	131
796	serious		60.8	120
1588	seriously		57	51
2638	servant	servants	53.5	22
534	serve	served, serves, serving, servings	62.6	184
2759	server	servers	52.8	19
223	service	serviced, services, servicing	66.4	440
1556	session	sessions	57.2	52
185	set	sets, setting, settings	67.2	526
1301	settle	settled, settles, settling	58.2	67
1764	settlement	settlements	56.3	43
348	several		64.5	285
1945	severe	severer, severest	55.7	37
1061	sex	sexes	59.3	85
1607	sexual		57	50
2723	shade	shaded, shades, shading	53.1	20
2237	shadow	shadows	54.8	30
1472	shake	shaken, shakes, shaking, shook	57.5	56
807	shall		60.7	118
984	shape	shaped, shapes, shaping	59.7	93
353	share	shared, shares, sharing	64.5	281
2288	shareholder	shareholders	54.7	29
1844	sharp	sharper, sharpest	56	40
24	she	her, hers	77.2	5195
2707	sheep		53.2	21
1614	sheet	sheeted, sheeting, sheets	56.9	49
2535	shelf	shelved, shelves, shelving	53.8	24
2567	shell	shelled, shells	53.7	24
2578	shelter	sheltered, shelters	53.7	23
1188	shift	shifted, shifting, shifts	58.7	74
2629	shine	shined, shines, shining, shone	53.5	23
1091	ship	shipped, shipping, ships	59.2	82
1905	shirt	shirted, shirting, shirts	55.8	38
1381	shock	shocked, shocking, shocks	57.9	62
1474	shoe	shod, shoed, shoes	57.5	56
1001	shoot	shooting, shootings, shoots	59.6	91
437	shop	shopped, shopping, shops	63.6	230
2734	shore	shored, shores, shoring	53	20
419	short	shorted, shorter, shortest, shorting, shorts	63.8	241
1565	shot	shots	57.1	52
89	should	shoulda, shouldn't	70.5	1132
1608	shoulder	shouldered, shoulders	57	50
1664	shout	shouted, shouting, shouts	56.7	47
110	show	showed, showing, shown, shows	69.2	827
2350	shower	showered, showering, showers	54.5	28
1773	shut	shuts	56.3	42
1714	sick	sicker, sickest	56.5	45
276	side	sided, sides, siding	65.5	356
2739	sigh	sighed, sighing, sighs	53	20
1423	sight	sighted, sighting, sightings, sights	57.7	59
500	sign	signed, signing, signs	62.9	197
1500	signal	signaled, signaling, signalled, signalling, signals	57.4	55
2349	significance	significances	54.5	28
720	significant		61.2	131
1667	significantly		56.7	47
1965	silence	silenced, silences, silencing	55.6	37
2472	silent		54	25
2699	silly	sillier, silliest	53.2	21
2031	silver	silvered, silvers	55.5	35
594	similar		62.1	163
2245	similarly		54.8	30
688	simple	simpler, simplest	61.4	138
626	simply		61.9	153
191	since		67.1	515
872	sing	sang, singing, sings, sung	60.3	108
2180	singer	singers	55	31
557	single	singled, singles, singling	62.4	174
2103	sink	sank, sinking, sinks, sunk	55.2	33
2136	sir		55.1	33
963	sister	sisters	59.8	96
356	sit	sat, sits, sitting	64.4	278
494	site	sited, sites	63	199
2725	situate	situated, situates, situating	53.1	20
430	situation	situations	63.7	235
705	size	sized, sizes, sizing	61.3	135
2591	ski	skied, skiing, skis	53.7	23
685	skill	skilled, skills	61.4	139
1459	skin	skinned, skinning, skins	57.6	57
2449	skirt	skirted, skirting, skirts	54.1	26
1718	sky	skies	56.5	45
2423	slave	slaved, slaves, slaving	54.2	26
826	sleep	sleeping, sleeps, slept	60.6	115
2743	slice	sliced, slices, slicing	52.9	20
1895	slide	slid, slides, sliding	55.9	38
2040	slight	slighted, slighter, slightest, slighting, slights	55.4	35
1110	slightly		59.1	81
1808	slip	slipped, slipping, slips	56.2	41
2693	slope	slopes	53.2	21
1116	slow	slowed, slower, slowest, slowing, slows	59	80
1510	slowly		57.3	54
186	small	smaller, smallest	67.2	525
2021	smart	smarted, smarter, smartest, smarting, smarts	55.5	35
1789	smell	smelled, smelling, smells	56.2	42
988	smile	smiled, smiles, smiling	59.7	93
1228	smoke	smoked, smokes, smoking	58.5	71
2239	smooth	smoothed, smoother, smoothest, smoothing	54.8	30
2728	snap	snapped, snapping, snaps	53.1	20
1948	snow	snowed, snowing, snows	55.7	37
32	so		75.1	3227
381	social		64.2	260
562	society	societies	62.4	172
1599	soft	softer, softest	57	50
1089	software		59.2	83
2020	soil	soiled, soiling, soils	55.5	35
1376	soldier	soldiered, soldiering, soldiers	57.9	62
2048	solid	solids	55.4	35
788	solution	solutions	60.8	122
1219	solve	solved, solves, solving	58.5	72
53	some		73.3	2130
981	somebody		59.7	93
1690	somehow		56.6	46
439	someone		63.6	228
138	something		68.2	665
444	sometimes		63.6	227
1677	somewhat		56.6	46
1318	somewhere		58.2	66
687	son	sons	61.4	139
940	song	songs	60	101
325	soon	sooner, soonest	64.8	304
765	sorry	sorrier, sorriest	61	125
316	sort	sorted, sorting, sorts	64.9	311
1882	soul	souls	55.9	39
390	sound	sounded, sounding, sounds	64.1	256
623	source	sourced, sources, sourcing	61.9	155
1157	south		58.8	77
1918	southern		55.8	38
552	space	spaced, spaces, spacing	62.5	176
2124	spare	spared, sparer, spares, sparest, sparing	55.1	33
284	speak	speaking, speaks, spoke, spoken	65.4	348
1239	speaker	speakers	58.5	70
443	special	specials	63.6	228
2061	specialist	specialists	55.4	34
2335	specialize	specialise, specialised, specialises, specialising, specialized, specializes, specializing	54.5	28
2595	species		53.6	23
791	specific	specifics	60.8	121
1651	specifically		56.8	47
2324	specify	specified, specifies, specifying	54.5	28
893	speech	speeches	60.2	106
1104	speed	sped, speeded, speeding, speeds	59.1	81
1970	spell	spelled, spelling, spells, spelt	55.6	36
258	spend	spending, spends, spent	65.8	378
2326	spin	spinning, spins, spun	54.5	28
1331	spirit	spirited, spiriting, spirits	58.1	64
1934	split	splits, splitting	55.8	38
2279	sponsor	sponsored, sponsoring, sponsors	54.7	30
603	sport	sported, sporting, sports	62.1	161
1136	spot	spots, spotted, spotting	58.9	78
1195	spread	spreading, spreads	58.7	73
1330	spring	sprang, springing, springs, sprung	58.1	65
1441	square	squared, squarer, squares, squarest, squaring	57.7	58
2573	stability	stabilities	53.7	23
1795	stable	stabled, stables, stabling	56.2	42
431	staff	staffed, staffing, staffs	63.7	234
551	stage	staged, stages, staging	62.5	177
2755	stain	stained, staining, stains	52.9	19
2627	stair	stairs	53.5	23
2522	stake	staked, stakes, staking	53.9	24
2651	stamp	stamped, stamping, stamps	53.4	22
309	stand	standing, stands, stood	65	313
547	standard	standards	62.5	178
845	star	starred, starring, stars	60.5	113
2104	stare	stared, stares, staring	55.2	33
136	start	started, starting, starts	68.3	669
199	state	stated, states, stating	66.9	494
769	statement	statements	61	125
709	station	stationed, stationing, stations	61.3	134
2254	statistic	statistics	54.8	30
1125	status		59	79
345	stay	stayed, staying, stays	64.6	286
2109	steady	steadied, steadier, steadies, steadiest, steadying	55.2	33
1705	steal	stealing, steals, stole, stolen	56.6	45
2170	steel	steeled, steeling, steels	55	32
2200	stem	stemmed, stemming, stems	54.9	31
477	step	stepped, stepping, steps	63.2	208
1008	stick	sticking, sticks, stuck	59.6	91
119	still	stilled, stiller, stillest, stilling, stills	68.8	752
2618	stimulate	stimulated, stimulates, stimulating	53.6	23
2737	stir	stirred, stirring, stirrings, stirs	53	20
691	stock	stocked, stocking, stocks	61.4	138
2634	stomach	stomached, stomaching, stomachs	53.5	22
1372	stone	stoned, stones, stoning	58	62
347	stop	stopped, stopping, stops	64.5	285
2704	storage	storages	53.2	21
617	store	stored, stores, storing	61.9	156
1997	storm	stormed, storming, storms	55.5	36
306	story	storey, storied, stories	65	315
1070	straight	straighter, straightest	59.2	84
2177	strain	strained, straining, strains	55	31
1343	strange	strangest	58.1	64
2722	stranger	strangers	53.1	20
838	strategy	strategies	60.5	113
2146	stream	streamed, streaming, streams	55.1	32
598	street	streets	62.1	162
1261	strength	strengths	58.4	69
2549	strengthen	strengthened, strengthening, strengthens	53.8	24
1042	stress	stressed, stresses	59.4	87
1631	stretch	stretched, stretches, stretching	56.9	49
2565	strict	stricter, strictest	53.7	24
776	strike	strikes, striking, struck	60.9	124
2087	string	stringing, strings, strung	55.3	33
2238	strip	stripped, stripping, strips	54.8	30
2398	stroke	stroked, strokes, stroking	54.3	27
461	strong	stronger, strongest	63.4	218
1543	strongly		57.2	53
2760	structural		52.8	19
667	structure	structured, structures, structuring	61.5	143
1169	struggle	struggled, struggles, struggling	58.8	76
248	student	students	65.9	391
1481	studio	studios	57.5	56
187	study	studied, studies, studying	67.2	524
752	stuff	stuffed, stuffing, stuffs	61	126
2361	stupid	stupider, stupidest	54.4	28
864	style	styled, styles, styling	60.4	109
361	subject	subjected, subjecting, subjects	64.4	273
2068	submit	submits, submitted, submitting	55.3	34
2249	subsequent		54.8	30
2746	subsequently		52.9	20
2228	substance	substances	54.8	31
1892	substantial		55.9	39
2712	substitute	substituted, substitutes, substituting	53.1	21
1584	succeed	succeeded, succeeding, succeeds	57.1	51
725	success	successes	61.1	130
871	successful		60.3	108
2431	successfully		54.2	26
100	such		69.7	936
1938	sudden		55.7	38
995	suddenly		59.6	92
837	suffer	suffered, suffering, sufferred, sufferring, suffers	60.5	113
1930	sufficient		55.8	38
2232	sugar	sugared, sugars	54.8	30
329	suggest	suggested, suggesting, suggests	64.7	298
1282	suggestion	suggestions	58.3	68
1120	suit	suited, suiting, suits	59	80
1636	suitable		56.8	48
1373	sum	summed, summing, sums	58	62
2726	summarize	summarise, summarised, summarises, summarising, summarized, summarizes, summarizing	53.1	20
2316	summary	summaries	54.6	29
654	summer	summered, summers	61.7	147
1359	sun	sunned, sunning, suns	58	63
2713	supplement	supplemented, supplementing, supplements	53.1	21
2002	supplier	suppliers	55.5	36
813	supply	supplied, supplies, supplying	60.7	116
272	support	supported, supporting, supports	65.5	359
2107	supporter	supporters	55.2	33
610	suppose	supposed, supposes, supposing	62	157
279	sure	surer, surest	65.4	351
1674	surely		56.7	46
1159	surface	surfaced, surfaces, surfacing	58.8	76
2347	surgery	surgeries	54.5	28
634	surprise	surprised, surprises, surprising	61.8	151
2643	surprisingly		53.5	22
1172	surround	surrounded, surrounding, surroundings, surrounds	58.8	75
1006	survey	surveyed, surveying, surveys	59.6	91
2409	survival	survivals	54.3	27
1216	survive	survived, survives, surviving	58.6	72
1488	suspect	suspected, suspecting, suspects	57.5	56
2751	suspend	suspended, suspending, suspends	52.9	19
2271	sustain	sustained, sustaining, sustains	54.7	30
2732	swear	swearing, swears, swore, sworn	53	20
2134	sweep	sweeping, sweeps, swept	55.1	33
1779	sweet	sweeter, sweetest, sweets	56.3	42
1389	swim	swam, swimming, swims, swum	57.9	62
1935	swing	swinging, swings, swung	55.8	38
1461	switch	switched, switches, switching	57.5	57
2165	symbol	symbols	55	32
2069	symptom	symptoms	55.3	34
179	system	systems	67.4	545
450	table	tabled, tables	63.5	224
2504	tackle	tackled, tackles, tackling	53.9	25
2537	tail	tailed, tailing, tails	53.8	24
59	take	taken, takes, taking, took	72.7	1873
2543	tale	tales	53.8	24
1788	talent	talented, talents	56.2	42
137	talk	talked, talking, talks	68.2	665
1783	tall	taller, tallest	56.2	42
2187	tank	tanked, tanking, tanks	54.9	31
2295	tap	tapped, tapping, taps	54.7	29
1369	tape	taped, tapes, taping	58	62
797	target	targeted, targeting, targets	60.8	120
853	task	tasked, tasking, tasks	60.4	111
1411	taste	tasted, tastes, tasting	57.8	60
787	tax	taxed, taxes, taxing	60.9	122
1146	taxi	taxies, taxiing, taxis	58.9	77
1597	tea	teas	57	50
539	teach	taught, teaches, teaching, teachings	62.6	181
496	teacher	teachers	63	199
407	team	teamed, teaming, teams	63.9	248
1468	tear	tearing, tears, tore	57.5	57
1456	technical		57.6	57
1222	technique	techniques	58.5	71
563	technology	technologies	62.4	172
2344	teenager	teenagers	54.5	28
1034	telephone	telephoned, telephones, telephoning	59.4	87
795	television	televisions	60.8	120
103	tell	telling, tells, told	69.5	901
1450	temperature	temperatures	57.6	58
1818	temporary		56.1	41
842	tend	tended, tending, tends	60.5	113
2406	tendency	tendencies	54.3	27
2782	tender	tenders	52.1	16
1915	tennis		55.8	38
2073	tension	tensioned, tensioning, tensions	55.3	34
2719	tent	tented, tenting, tents	53.1	20
280	term	termed, terming, terms	65.4	350
1642	terrible		56.8	48
2145	territory	territories	55.1	32
2119	terrorist	terrorists	55.2	33
332	test	tested, testing, tests	64.7	296
1046	text	texts	59.3	86
69	than		72	1591
244	thank	thanked, thanking, thanks	66	399
15	that	those	79.4	8653
1	the		87.8	60910
1391	theater	theaters, theatre, theatres	57.9	61
1570	theme	themed, themes	57.1	51
480	themselves		63.2	207
71	then		71.9	1554
2773	theoretical		52.7	19
875	theory	theories	60.3	108
2496	therapy	therapies	54	25
40	there		74.5	2820
525	therefore		62.7	187
13	they	their, theirs, them	79.9	9764
1998	thick	thicker, thickest	55.5	36
1696	thin	thinned, thinner, thinnest, thinning, thins	56.6	46
87	thing	things	70.6	1161
47	think	thinking, thinks, thought, thoughts	73.9	2433
2801	thirst	thirsted, thirsting, thirsts	44.8	3
19	this	these	78.5	7003
227	though		66.3	430
1346	threat	threats	58	64
1519	threaten	threatened, threatening, threatens	57.3	53
2502	throat	throats	53.9	25
108	through		69.2	838
896	throughout		60.2	106
852	throw	threw, throwing, thrown, throws	60.4	111
684	thus		61.4	139
1247	ticket	ticketed, ticketing, tickets	58.5	70
1514	tie	tied, ties, tying	57.3	54
2081	tight	tighter, tightest	55.3	34
1569	till	tilled, tilling, tills	57.1	52
49	time	timed, times, timing	73.6	2302
1634	tiny	tinier, tiniest	56.8	48
1657	tip	tipped, tipping, tips	56.7	47
1329	tire	tired, tires, tiring	58.1	65
2622	tissue	tissues	53.5	23
1055	title	titled, titles, titling	59.3	86
5	to		84.7	29272
246	today		65.9	392
294	together		65.2	334
726	tomorrow	tomorrows	61.1	130
1691	tone	toned, tones, toning	56.6	46
2758	tongue	tongued, tongues, tonguing	52.9	19
1412	tonight		57.8	60
118	too		68.8	763
1225	tool	tooled, tooling, tools	58.5	71
2024	tooth	teeth, toothed	55.5	35
375	top	topped, topping, toppings, tops	64.2	265
1294	topic	topics	58.3	67
569	total	totaled, totaling, totalled, totalling, totals	62.3	169
1394	totally		57.9	61
833	touch	touched, touches, touching	60.6	114
1467	tough	tougher, toughest	57.5	57
1087	tour	toured, touring, tours	59.2	83
2625	tourism		53.5	23
1484	tourist	tourists	57.5	56
2778	tournament	tournaments	52.4	17
406	toward	towards	63.9	248
2322	tower	towered, towering, towers	54.5	28
364	town	towns	64.3	269
1992	toy	toyed, toying, toys	55.6	36
2045	trace	traced, traces, tracing	55.4	35
957	track	tracked, tracking, tracks	59.9	98
544	trade	traded, trades, trading	62.5	179
1336	tradition	traditions	58.1	64
991	traditional		59.7	92
1223	traffic	trafficked, trafficking, trafficks, traffics	58.5	71
2181	trail	trailed, trailing, trails	55	31
289	train	trained, training, trains	65.3	338
1108	transfer	transfering, transferred, transferring, transfers	59.1	81
2172	transform	transformed, transforming, transforms	55	32
2193	transition	transitioned, transitioning, transitions	54.9	31
2308	translate	translated, translates, translating	54.6	29
1208	transport	transported, transporting, transports	58.6	72
2700	transportation	transportations	53.2	21
2182	trap	trapped, trapping, trappings, traps	55	31
503	travel	traveled, traveling, travelled, travelling, travels	62.9	195
804	treat	treated, treating, treats	60.7	119
811	treatment	treatments	60.7	117
738	tree	trees	61.1	128
1279	trend	trended, trending, trends	58.3	68
1041	trial	trialed, trialing, trialled, trialling, trials	59.4	87
2614	trick	tricked, tricking, tricks	53.6	23
2583	trigger	triggered, triggering, triggers	53.7	23
824	trip	tripped, tripping, trips	60.6	115
1455	troop	troops	57.6	57
831	trouble	troubled, troubles, troubling	60.6	115
2111	truck	trucked, trucking, trucks	55.2	33
478	true	trued, truer, trues, truest, truing	63.2	208
1823	truly		56.1	41
1073	trust	trusted, trusting, trusts	59.2	84
1100	truth	truths	59.1	82
125	try	tried, tries, trying	68.4	699
2321	tube	tubed, tubes, tubing	54.5	28
2190	tune	tuned, tunes, tuning	54.9	31
194	turn	turned, turning, turns	67.1	509
1306	twice		58.2	66
2364	twin	twins	54.4	28
2498	twist	twisted, twisting, twists	54	25
389	type	typed, types, typing	64.1	257
1534	typical		57.2	53
2004	typically		55.5	36
2784	ugly	uglier, ugliest	52	16
2018	ultimately		55.5	35
1716	unable		56.5	45
2731	uncertainty	uncertainties	53	20
2691	uncle	uncles	53.2	21
886	unclear		60.3	106
193	under		67.1	509
2554	undergo	undergoes, undergoing, undergone, underwent	53.8	24
2128	underlie	underlain, underlies, underlying	55.1	33
243	understand	understanding, understands, understood	66.1	403
2034	undertake	undertaken, undertakes, undertaking, undertakings, undertook	55.4	35
1982	unemployment		55.6	36
1267	unfortunately		58.3	68
2053	uniform	uniformed, uniforms	55.4	35
1277	union	unions	58.3	68
1592	unique		57	50
780	unit	units	60.9	123
2763	unite	united, unites, uniting	52.8	19
2353	universal	universals	54.4	28
2705	universe	universes	53.2	21
967	university	universities	59.8	96
2041	unknown	unknowns	55.4	35
1003	unless		59.6	91
1735	unlike		56.4	44
2037	unlikely	unlikelier, unlikeliest	55.4	35
255	until		65.8	383
1871	unusual		55.9	39
52	up	upped, upping, ups	73.3	2150
1931	update	updated, updates, updating	55.8	38
579	upon		62.2	166
1926	upper	uppers	55.8	38
2023	upset	upsets, upsetting	55.5	35
1916	urban		55.8	38
1784	urge	urged, urges, urging	56.2	42
68	use	used, uses, using	72.2	1657
917	useful		60.1	103
1113	user	users	59.1	80
1383	usual		57.9	62
555	usually		62.4	175
2413	valley	valleys	54.2	27
1896	valuable	valuables	55.8	38
342	value	valued, values, valuing	64.6	289
2215	van	vans	54.9	31
1777	variable	variables	56.3	42
2017	variation	variations	55.5	35
953	variety	varieties	59.9	98
682	various		61.5	140
1357	vary	varied, varies, varying	58	63
1800	vast	vaster, vastest	56.2	41
2214	vegetable	vegetables	54.9	31
1406	vehicle	vehicles	57.8	61
2377	venture	ventured, ventures, venturing	54.4	27
2697	verb	verbs	53.2	21
979	version	versions	59.7	94
2480	versus		54	25
63	very		72.5	1792
2696	vessel	vessels	53.2	21
2671	veteran	veterans	53.4	22
1732	via		56.4	44
2243	vice	vices	54.8	30
1518	victim	victims	57.3	54
1774	victory	victories	56.3	42
1063	video	videoed, videos	59.3	85
293	view	viewed, viewing, views	65.3	336
814	village	villages	60.6	116
1434	violence		57.7	59
2422	violent		54.2	26
2070	virtually		55.3	34
2339	virus	viruses	54.5	28
2417	visible		54.2	26
1649	vision	visions	56.8	47
333	visit	visited, visiting, visits	64.7	295
1396	visitor	visitors	57.9	61
2360	visual	visuals	54.4	28
2121	vital	vitals	55.2	33
607	voice	voiced, voices, voicing	62	159
1362	volume	volumes	58	63
2753	voluntary		52.9	19
1960	volunteer	volunteered, volunteering, volunteers	55.6	37
548	vote	voted, votes, voting	62.5	177
1750	voter	voters	56.4	43
1755	wage	waged, wages, waging	56.4	43
403	wait	waited, waiting, waits	64	249
1506	wake	waked, wakes, waking, woke, woken	57.4	54
339	walk	walked, walking, walks	64.6	291
722	wall	walled, walling, walls	61.2	131
2744	wander	wandered, wandering, wanderings, wanders	52.9	20
76	want	wanna, wanted, wanting, wants	71.3	1354
435	war	warred, warring, wars	63.6	231
1019	warm	warmed, warmer, warmest, warming, warms	59.5	89
1130	warn	warned, warning, warnings, warns	59	79
1366	wash	washed, washes, washing	58	63
1244	waste	wasted, wastes, wasting	58.5	70
326	watch	watched, watches, watching	64.8	302
322	water	watered, watering, waters	64.9	307
1156	wave	waved, waves, waving	58.8	77
80	way	ways	71.1	1279
16	we	our, ours, us	79.2	8401
1683	weak	weaker, weakest	56.6	46
2455	weakness	weaknesses	54.1	26
2185	wealth		54.9	31
2424	wealthy	wealthier, wealthiest	54.2	26
1323	weapon	weapons	58.2	65
526	wear	wearing, wears, wore, worn	62.7	187
1066	weather	weathered, weathering, weathers	59.3	85
2221	web	webbed, webbing, webs	54.9	31
1563	wed	wedded, wedding, weddings, weds	57.1	52
157	week	weeks	67.8	596
933	weekend	weekending, weekends	60	101
2658	weekly	weeklies	53.4	22
2479	weigh	weighed, weighing, weighs	54	25
976	weight	weighted, weighting, weights	59.7	94
2767	weird	weirder, weirdest	52.8	19
987	welcome	welcomed, welcomes, welcoming	59.7	93
2084	welfare	welfares	55.3	34
61	well	welled, welling, wells	72.6	1835
1535	west		57.2	53
2150	western	westerns	55.1	32
2082	wet	wets, wetted, wetter, wettest, wetting	55.3	34
51	what		73.4	2204
675	whatever		61.5	141
1983	wheel	wheeled, wheeling, wheels	55.6	36
46	when		73.9	2435
2125	whenever		55.1	33
86	where		70.7	1187
1370	whereas		58	62
2659	wherever		53.4	22
273	whether		65.5	359
39	which		74.6	2886
155	while	whiled, whiles, whiling	67.8	598
2550	whilst		53.8	24
2592	whisper	whispered, whispering, whispers	53.6	23
482	white	whiter, whites, whitest	63.1	206
44	who	whom, whose	74	2534
310	whole	wholes	65	313
154	why		67.8	607
753	wide	wider, widest	61	126
1766	widely		56.3	43
602	wife	wives	62.1	161
1589	wild	wilder, wildest, wilds	57	51
28	will	willed, willing, won't	76.2	4195
377	win	winning, winnings, wins	64.2	264
1011	wind	winded, winding, winds	59.5	90
734	window	windowed, windowing, windows	61.1	129
1387	wine	wines, wining	57.9	62
2007	wing	winged, winging, wings	55.5	36
1909	winner	winners	55.8	38
1326	winter	wintered, wintering, winters	58.1	65
2766	wipe	wiped, wipes, wiping	52.8	19
2036	wire	wired, wires, wiring	55.4	35
2574	wise	wised, wiser, wises, wisest, wising	53.7	23
524	wish	wished, wishes, wishing	62.7	187
18	with		78.7	7381
2161	withdraw	withdrawing, withdrawn, withdraws, withdrew	55	32
285	within		65.4	347
212	without		66.6	461
1640	witness	witnessed, witnesses, witnessing	56.8	48
169	woman	women	67.5	568
665	wonder	wondered, wondering, wonders	61.6	143
1074	wonderful		59.2	84
1465	wood	wooded, woods	57.5	57
2541	wooden		53.8	24
217	word	worded, wording, words	66.6	455
67	work	worked, working, workings, works	72.2	1674
673	worker	workers	61.5	141
156	world	worlds	67.8	597
653	worry	worried, worries, worrying	61.7	147
815	worth		60.6	116
36	would	wouldn't	74.8	2997
2173	wound	wounded, wounding, wounds	55	31
2332	wrap	wrapped, wrapping, wraps	54.5	28
121	write	writes, writing, writings, written, wrote	68.6	732
1022	writer	writers	59.5	89
575	wrong	wronged, wronging, wrongs	62.2	167
1665	yard	yards	56.7	47
975	yeah		59.8	95
58	year	years	72.9	1949
1825	yellow	yellowed, yellowing, yellows	56.1	41
228	yes	yeses	66.3	430
703	yesterday	yesterdays	61.3	135
311	yet		65	313
1731	yield	yielded, yielding, yields	56.4	44
10	you	your, yours	81.1	12810
238	young	younger, youngest	66.2	417
812	yourself	yourselves	60.7	117
1601	youth	youths	57	50
2043	zone	zoned, zones, zoning	55.4	35

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