Most Common Words Used in Writings of Japanese University Students
	Note:   This table was developed by John Izzo, University of Aizu, from data collected as part of a Monbusho research study (Project 10680286).  The table was included as Appendix B to a Research Results Report entiltled Common EnglishWriting Errors of Japanese University Students, which was published in March 2002.
Updated on:   July 4, 2002
by:   John Izzo, Professor (Hagi International University)
e-mail:   izzo@hagi.ac.jp
Word		Aizu Pre	Aizu Post	Aizu Total	OsPf	MiySen	HokGak	KyuMiy	NagFor	KanDai	Rpts	Musashi	Chou		% of Total Words		On Monbusho	GS 2000	Word List
Number														Word Count	in Writings	Cummulative %	Word List	Word No.	% of Words
1	I ( 'd,'m,'ll,'ve)	126	38	164	372	619	87	505	262					3504	3.99%	3.99%	X	14	0.85%
2	to	102	112	214	266	419	224	316	174					3125	3.56%	7.55%	X	6	2.62%
3	the	141	206	347	190	238	216	230	96					3086	3.51%	11.06%	X	1	7.00%
4	and	87	136	223	107	232	269	240	97					2244	2.55%	13.62%	X	4	2.89%
5	is	112	176	288	173	153	351	158	73					2187	2.49%	16.11%	X	N/A	N/A
6	a/an	52	85	137	129	208	240	152	86					1897	2.16%	18.26%	X	5	2.68%
7	in	72	71	143	115	192	243	156	93					1861	2.12%	20.38%	X	7	2.13%
8	of	81	117	198	89	107	171	141	52					1774	2.02%	22.40%	X	3	3.64%
9	my			14	116	227	21	150	97					1080	1.23%	23.63%	X	N/A	N/A
10	for	50	60	110	60	108	175	89	62					1036	1.18%	24.81%	X	12	0.95%
11	it ('ll, 's)	58	36	94	69	86	78	105	47					996	1.13%	25.95%	X	10	1.12%
12	that('s)	34	31	65	68	93	28	74	40					897	1.02%	26.97%	X	11	1.08%
13	are	27	68	95	24	41	187	45	27					782	0.89%	27.86%	No	N/A	N/A
14	have													753	0.86%	28.72%	No	9	1.25%
15	so	27	20	47	45	108	66	71	45					722	0.82%	29.54%	X	46	0.20%
16	we ('ll, 're)	33	17	50	43	48	82	100	51					675	0.77%	30.31%	X	23	0.49%
17	can	22	40	62	32	76	116	65	37					636	0.72%	31.03%	X	39	0.22%
18	but			31	65	81	26	67	29					620	0.71%	31.74%	X	26	0.44%
19	many	30	41	71	58	40	150	73	33					613	0.70%	32.43%	X	85	0.10%
20	be	20	20	40	23	118	23	50	39					547	0.62%	33.06%	X	2	3.92%
21	very	33	29	62	52	75	91	49	27					542	0.62%	33.67%	X	113	0.08%
22	think(s)			25	88	57	13	47	43					535	0.61%	34.28%	X	77	0.12%
23	you ('d, 'll, 're)													524	0.60%	34.88%	X	24	0.47%
24	there('s)								22					498	0.57%	35.45%	X	34	0.29%
25	this								24					483	0.55%	36.00%	X	22	0.51%
26	people(s)													482	0.55%	36.54%	X	97	0.09%
27	English													477	0.54%	37.09%	X	560	0.02%
28	want(s)			25	64	99	35	70	46					466	0.53%	37.62%	X	149	0.07%
29	was			24	27	53	15	87	26					443	0.50%	38.12%		N/A	N/A
30	they ('ll, 're)													435	0.50%	38.62%	X	13	0.86%
31	with													426	0.49%	39.10%	X	15	0.73%
32	as													393	0.45%	39.55%	X	16	0.73%
33	not													385	0.44%	39.99%	X	17	0.70%
34	when													381	0.43%	40.42%	X	38	0.23%
35	at													380	0.43%	40.86%	X	20	0.54%
36	me			17	24	69	11	55	24					377	0.43%	41.28%	X	N/A	N/A
37	because													375	0.43%	41.71%	X	101	0.09%
38	by													365	0.42%	42.13%	X	21	0.53%
39	on													353	0.40%	42.53%	X	18	0.67%
40	will													339	0.39%	42.91%	X	33	0.29%
41	if													338	0.38%	43.30%	X	41	o.22
42	school(s)													334	0.38%	43.68%	X	137	0.07%
43	university('s)													328	0.37%	44.05%	No	448	0.03%
44	about													320	0.36%	44.42%	X	51	0.18%
45	or													316	0.36%	44.78%	X	1850	0.00%
46	important													308	0.35%	45.13%	X	284	0.04%
47	thing(s)													302	0.34%	45.47%	No	135	0.07%
48	life(s)													298	0.34%	45.81%	X	118	0.08%
49	good(s)													290	0.33%	46.14%	X	102	0.09%
50	has	42	26	70	61	116	127	138	57					290	0.33%	46.47%	X	N/A	N/A
51	time(s)													287	0.33%	46.80%	X	48	0.19%
52	do													284	0.32%	47.12%	X	25	0.44%
53	study								28					283	0.32%	47.44%	X	231	0.05%
54	she													282	0.32%	47.76%	X	19	0.62%
55	like													281	0.32%	48.08%	X	67	0.14%
56	more													280	0.32%	48.40%	X	40	0.22%
57	now								22					279	0.32%	48.72%	X	72	0.13%
58	most								22					273	0.31%	49.03%	X	78	0.12%
59	from													266	0.30%	49.33%	X	27	0.44%
60	computer(s)													260	0.30%	49.63%		N/A	N/A
61	student(s)													251	0.29%	49.92%	X	311	0.04%
62	one(s,'s)													246	0.28%	50.20%	X	30	0.35%
63	which													244	0.28%	50.47%	X	29	0.36%
64	live													240	0.27%	50.75%	X	215	0.05%
65	he/'ll/'s													239	0.27%	51.02%	X	8	2.00%
66	go													235	0.27%	51.29%	X	50	0.18%
67	year(s)													231	0.26%	51.55%	X	58	0.17%
68	all													228	0.26%	51.81%	X	32	0.30%
69	other(s)													226	0.26%	52.07%	X	45	0.20%
70	their													225	0.26%	52.32%	X	N/A	N/A
71	example													224	0.26%	52.58%	No	318	0.03%
72	first													224	0.26%	52.83%	No	69	0.14%
73	don't													214	0.24%	53.08%	No	N/A	N/A
74	get(s)													213	0.24%	53.32%	X	66	0.15%
75	Japanese													209	0.24%	53.56%	X	N/A	N/A
76	make(s)													206	0.23%	53.79%	X	37	0.24%
77	some													199	0.23%	54.02%	X	59	0/16%
78	lot(s)													198	0.23%	54.24%	No	649	0.02%
79	teacher(s)													196	0.22%	54.47%	X	N/A	N/A
80	them													192	0.22%	54.69%	X	N/A	N/A
81	who													190	0.22%	54.90%	X	36	0.27%
82	also													185	0.21%	55.11%	X	82	0.11%
83	children(s,'s)													185	0.21%	55.32%	No	N/A	N/A
84	what('s)													185	0.21%	55.53%	X	47	0.20%
85	had													178	0.20%	55.74%	No	N/A	N/A
86	Japan													178	0.20%	55.94%	X	N/A	N/A
87	high													177	0.20%	56.14%	X	108	0.08%
88	only													172	0.20%	56.34%	X	56	0.18%
89	reason(s)													170	0.19%	56.53%	No	296	0.04%
90	language(s)													167	0.19%	56.72%	X	717	0.01%
91	these													167	0.19%	56.91%	X	62	0.16%
92	use(s)													164	0.19%	57.10%	X	65	0.15%
93	much													156	0.18%	57.27%	X	94	0.09%
94	friend(s)													155	0.18%	57.45%	X	385	0.03%
95	her													153	0.17%	57.63%	X	N/A	N/A
96	our													153	0.17%	57.80%	X	N/A	N/A
97	such													149	0.17%	57.97%	X	74	0.13%
98	should													148	0.17%	58.14%	X	95	0.09%
99	than													148	0.17%	58.31%	X	52	0.18%
100	know(s)													146	0.17%	58.47%	X	63	0.15%
101	home(s)													142	0.16%	58.63%	X	N/A	N/A
102	alone													139	0.16%	58.79%	No	558	0.02%
103	great													138	0.16%	58.95%	X	89	0.10%
104	place(s)													136	0.15%	59.10%	No	110	0.08%
105	work(s)													136	0.15%	59.26%	X	71	0.13%
106	problem(s)													134	0.15%	59.41%	No	180	0.06%
107	education('s)													133	0.15%	59.56%	No	399	0.03%
108	way(s)													131	0.15%	59.71%	X	84	0.10%
109	can't													129	0.15%	59.86%	No	N/A	N/A
110	second(s)													128	0.15%	60.00%	X	267	0.04%
111	movie(s)													124	0.14%	60.15%	No	N/A	N/A
112	world													124	0.14%	60.29%	X	112	0.08%
113	am													123	0.14%	60.43%	X	N/A	N/A
114	city													123	0.14%	60.57%	X	201	0.05%
115	learn(s)													121	0.14%	60.70%	X	427	0.03%
116	day(s)													118	0.13%	60.84%	X	81	0.11%
117	baseball													117	0.13%	60.97%	No	N/A	N/A
118	I'm													117	0.13%	61.11%	No	N/A	N/A
119	point(s)													117	0.13%	61.24%	No	160	0.06%
120	it's													116	0.13%	61.37%	No	N/A	N/A
121	your													112	0.13%	61.50%	X	N/A	N/A
122	become(s)													110	0.13%	61.62%	X	121	0.08%
123	family													110	0.13%	61.75%	X	271	0.04%
124	feel(s)													110	0.13%	61.87%	X	105	0.09%
125	must													108	0.12%	62.00%	X	86	0.10%
126	system(s)													108	0.12%	62.12%	No	183	0.05%
127	too													106	0.12%	62.24%	X	109	0.08%
128	visit													106	0.12%	62.36%	X	536	0.03%
129	country													105	0.12%	62.48%	X	217	0.05%
130	food(s)													105	0.12%	62.60%	X	555	0.02%
131	new													104	0.12%	62.72%	X	57	0.17%
132	been													103	0.12%	62.84%	No	N/A	N/A
133	how													102	0.12%	62.95%	X	107	0.08%
134	always													101	0.11%	63.07%	X	237	0.05%
135	parent(s)													101	0.11%	63.18%	No	891	0.01%
136	hard													100	0.11%	63.30%	X	477	0.02%
137	however													99	0.11%	63.41%	No	181	0.06%
138	then													98	0.11%	63.52%	X	69	0.14%
139	would													97	0.11%	63.63%	X	31	0.31%
140	better													96	0.11%	63.74%	No	261	0.04%
141	job(s)													92	0.10%	63.84%	No	N/A	N/A
142	no													92	0.10%	63.95%	X	42	0.21%
143	say(s)													92	0.10%	64.05%	X	35	0.28%
144	were													92	0.10%	64.16%	No	N/A	N/A
145	future													91	0.10%	64.26%	No	N/A	N/A
146	game(s)													91	0.10%	64.37%	X	605	0.02%
147	mother(s)													89	0.10%	64.47%	X	403	0.03%
148	difficult													87	0.10%	64.57%	No	674	0.02%
149	dream(s)													87	0.10%	64.67%	No	754	0.01%
150	living													87	0.10%	64.76%	No	N/A	N/A
151	could													86	0.10%	64.86%	X	54	0.18%
152	event(s)													86	0.10%	64.96%	No	599	0.02%
153	information													86	0.10%	65.06%	No	N/A	N/A
154	take(s)													86	0.10%	65.16%	X	60	0.16%
155	able													85	0.10%	65.25%	No	425	0.03%
156	area(s)													85	0.10%	65.35%	No	N/A	N/A
157	old													85	0.10%	65.45%	X	117	0.08%
158	used													85	0.10%	65.54%	No	N/A	N/A
159	experience(s)													84	0.10%	65.64%	No	276	0.04%
160	kind(s)													84	0.10%	65.73%	X	293	0.04%
161	said													84	0.10%	65.83%	No	N/A	N/A
162	see(s)													84	0.10%	65.93%	X	64	0.15%
163	up													84	0.10%	66.02%	X	49	0.19%
164	every													83	0.09%	66.12%	X	216	0.05%
165	foreign													83	0.09%	66.21%	No	631	0.02%
166	best													82	0.09%	66.30%	No	315	0.03%
167	didn't													82	0.09%	66.40%	No	N/A	N/A
168	Internet													82	0.09%	66.49%	No	N/A	N/A
169	love(s)													82	0.09%	66.58%	X	303	0.04%
170	need(s)													82	0.09%	66.68%	X	127	0.07%
171	same													81	0.09%	66.77%	X	139	0.07%
172	help(s)													79	0.09%	66.86%	X	199	0.05%
173	thought(s)													79	0.09%	66.95%	No	N/A	N/A
174	understand(s)													79	0.09%	67.04%	X	324	0.03%
175	even													77	0.09%	67.13%	No	79	0.12%
176	interesting													77	0.09%	67.21%	X	N/A	N/A
177	network													77	0.09%	67.30%	No	1441	0.00%
178	since													76	0.09%	67.39%	X	156	0.06%
179	different													75	0.09%	67.47%	X	327	0.03%
180	interested													75	0.09%	67.56%	No	N/A	N/A
181	person(s)													75	0.09%	67.65%	No	163	0.06%
182	studying													74	0.08%	67.73%	No	N/A	N/A
183	especially													73	0.08%	67.81%	No	667	0.02%
184	his													73	0.08%	67.90%	X	N/A	N/A
185	those													73	0.08%	67.98%	X	104	0.09%
186	why													73	0.08%	68.06%	X	268	0.04%
187	give(s)													72	0.08%	68.14%	X	75	0.13%
188	may													72	0.08%	68.23%	X	73	0.13%
189	own													72	0.08%	68.31%	No	99	0.09%
190	play(s)													72	0.08%	68.39%	X	193	0.05%
191	various													72	0.08%	68.47%	No	535	0.02%
192	bad													71	0.08%	68.55%	X	588	0.02%
193	eat(s)													71	0.08%	68.63%	X	817	0.01%
194	speak													71	0.08%	68.71%	X	309	0.04%
195	two													71	0.08%	68.79%	X	N/A	N/A
196	well													71	0.08%	68.88%	X	96	0.09%
197	course(s)													70	0.08%	68.96%	No	197	0.05%
198	each													70	0.08%	69.04%	X	103	0.09%
199	talk(s)													70	0.08%	69.11%	X	337	0.03%
200	thinking													70	0.08%	69.19%	No	N/A	N/A
201	made													69	0.08%	69.27%	No	N/A	N/A
202	come(s)													68	0.08%	69.35%	X	61	0.16%
203	junior(s)													68	0.08%	69.43%	No	N/A	N/A
204	finally													67	0.08%	69.50%	No	N/A	N/A
205	going													67	0.08%	69.58%	No	N/A	N/A
206	being(s)													66	0.08%	69.66%	No	1226	0.01%
207	enjoy													66	0.08%	69.73%	X	709	0.02%
208	out													66	0.08%	69.81%	X	44	0.21%
209	money													65	0.07%	69.88%	X	418	0.03%
210	over													65	0.07%	69.95%	X	76	0.12%
211	several													65	0.07%	70.03%	No	287	0.04%
212	sometime(s)													65	0.07%	70.10%	X	502	0.02%
213	three													65	0.07%	70.18%	X	N/A	N/A
214	change(s)													64	0.07%	70.25%	No	198	0.05%
215	happy													64	0.07%	70.32%	X	561	0.02%
216	learning													64	0.07%	70.39%	No	N/A	N/A
217	often													63	0.07%	70.47%	X	292	0.04%
218	father(s)													62	0.07%	70.54%	X	463	0.02%
219	before													61	0.07%	70.61%	X	88	0.01%
220	went													61	0.07%	70.68%	No	N/A	N/A
221	working													61	0.07%	70.75%	No	N/A	N/A
222	find(s)													60	0.07%	70.81%	X	80	0.01%
223	third													60	0.07%	70.88%	X	N/A	N/A
224	culture(s)													59	0.07%	70.95%	No	N/A	N/A
225	next													59	0.07%	71.02%	X	278	0.04%
226	music'(s)													58	0.07%	71.08%	X	367	0.03%
227	famous													57	0.06%	71.15%	No	N/A	N/A
228	any													56	0.06%	71.21%	X	70	0.13%
229	beautiful													56	0.06%	71.27%	X	N/A	N/A
230	big													56	0.06%	71.34%	X	262	0.04%
231	without													56	0.06%	71.40%	X	170	0.06%
232	last													54	0.06%	71.46%	X	132	0.07%
233	useful													54	0.06%	71.53%	X	N/A	N/A
234	cook(s)													53	0.06%	71.59%	X	1113	0.01%
235	house(s)													53	0.06%	71.65%	X	124	0.07%
236	just													53	0.06%	71.71%	X	100	0.09%
237	college													52	0.06%	71.77%	X	364	0.03%
238	class													50	0.06%	71.82%	X	380	0.03%
239	myself													50	0.06%	71.88%	No	N/A	N/A
240	where													50	0.06%	71.94%	X	93	0.09%
241	learned													49	0.06%	71.99%	No	N/A	N/A
242	little													49	0.06%	72.05%	X	11	0.08%
243	try													49	0.06%	72.10%	X	222	0.05%
244	examination(s)													48	0.05%	72.16%	No	N/A	N/A
245	sport(s)													48	0.05%	72.21%	X	1079	0.01%
246	tennis													48	0.05%	72.27%	No	N/A	N/A
247	TV													48	0.05%	72.32%	No	N/A	N/A
248	another													47	0.05%	72.38%	X	140	0.07%
249	human(s)													47	0.05%	72.43%	No	304	0.04%
250	long													47	0.05%	72.48%	X	92	0.10%
251	science													47	0.05%	72.54%	No	653	0.02%
252	therefore													47	0.05%	72.59%	No	534	0.02%
253	using													47	0.05%	72.64%	No	N/A	N/A
254	wonderful													47	0.05%	72.70%	No	N/A	N/A
255	easy													46	0.05%	72.75%	X	N/A	N/A
256	him													46	0.05%	72.80%	X	N/A	N/A
257	never													46	0.05%	72.85%	X	138	0.07%
258	right(s)													46	0.05%	72.91%	X	133	0.07%
259	skill(s)													46	0.05%	72.96%	No	810	0.01%
260	something													46	0.05%	73.01%	X	241	0.05%
261	start(s)													46	0.05%	73.06%	X	246	0.05%
262	communication													45	0.05%	73.11%	No	N/A	N/A
263	graphic(s)													45	0.05%	73.17%	No	N/A	N/A
264	into													45	0.05%	73.22%	X	53	0.18%
265	part(s)													45	0.05%	73.27%	No	144	0.07%
266	team(s)													45	0.05%	73.32%	No	N/A	N/A
267	look(s)													44	0.05%	73.37%	X	87	0.10%
268	room(s)													44	0.05%	73.42%	X	248	0.04%
269	society													44	0.05%	73.47%	No	410	0.03%
270	summer													44	0.05%	73.52%	X	705	0.02%
271	though													44	0.05%	73.57%	No	251	0.04%
272	through													44	0.05%	73.62%	X	91	0.10%
273	hope													43	0.05%	73.67%	X	317	0.03%
274	I'll													43	0.05%	73.72%	No	N/A	N/A
275	teach													43	0.05%	73.77%	X	342	0.03%
276	brother(s)													42	0.05%	73.81%	X	775	0.01%
277	child													42	0.05%	73.86%	X	153	0.06%
278	got													42	0.05%	73.91%	No	N/A	N/A
279	present													42	0.05%	73.96%	No	169	0.06%
280	really													42	0.05%	74.01%	X	N/A	N/A
281	recently													42	0.05%	74.05%	No	N/A	N/A
282	wanted													42	0.05%	74.10%	No	N/A	N/A
283	word(s)													42	0.05%	74.15%	X	178	0.06%
284	century													41	0.05%	74.20%	No	453	0.03%
285	couldn't													41	0.05%	74.24%	No	N/A	N/A
286	countries													41	0.05%	74.29%	No	N/A	N/A
287	history													41	0.05%	74.34%	No	N/A	N/A
288	mean(s)													41	0.05%	74.38%	X	128	0.07%
289	plan(s)													41	0.05%	74.43%	No	187	0.05%
290	became													40	0.05%	74.47%	No	N/A	N/A
291	between													40	0.05%	74.52%	X	126	0.07%
292	came													40	0.05%	74.57%	No	N/A	N/A
293	heart(s)													39	0.04%	74.61%	No	517	0.02%
294	mind(s)													39	0.04%	74.65%	No	275	0.04%
295	playing													39	0.04%	74.70%	No	N/A	N/A
296	abroad													38	0.04%	74.74%	No	1405	0.01%
297	anything													38	0.04%	74.79%	X	406	0.03%
298	its													38	0.04%	74.83%	No	N/A	N/A
299	practice(s)													38	0.04%	74.87%	No	638	0.02%
300	speaking													38	0.04%	74.92%	No	N/A	N/A
301	special													38	0.04%	74.96%	No	336	0.03%
302	technology													38	0.04%	75.00%	No	N/A	N/A
303	thank(s)													38	0.04%	75.05%	X	1023	0.01%
304	watch													38	0.04%	75.09%	X	457	0.02%
305	addition													37	0.04%	75.13%	No	N/A	N/A
306	both													37	0.04%	75.17%	X	125	0.07%
307	car(s)													37	0.04%	75.21%	X	281	0.04%
308	chance(s)													37	0.04%	75.26%	No	686	0.02%
309	classes													37	0.04%	75.30%	No	N/A	N/A
310	fact(s)													37	0.04%	75.34%	No	191	0.05%
311	knowledge													37	0.04%	75.38%	No	734	0.01%
312	man													37	0.04%	75.43%	X	43	0.21%
313	subject(s)													37	0.04%	75.47%	No	434	0.03%
314	situation(s)													37	0.04%	75.51%	No	458	0.02%
315	war(s)													37	0.04%	75.55%	No	210	0.05%
316	ability													36	0.04%	75.59%	No	945	0.01%
317	age(s)													36	0.04%	75.63%	No	372	0.03%
318	care													36	0.04%	75.67%	No	300	0.01%
319	enough													36	0.04%	75.72%	X	254	0.04%
320	lived													36	0.04%	75.76%	No	N/A	N/A
321	nice													36	0.04%	75.80%	X	1028	0.01%
322	order													36	0.04%	75.84%	No	185	0.05%
323	actually													35	0.04%	75.88%	No	N/A	N/A
324	club(s)													35	0.04%	75.92%	X	611	0.02%
325	entered													35	0.04%	75.96%	No	N/A	N/A
326	free													35	0.04%	76.00%	No	369	0.03%
327	sister(s)													35	0.04%	76.04%	X	1368	0.01%
328	speech													35	0.04%	76.08%	No	1053	0.01%
329	true													35	0.04%	76.12%	No	N/A	N/A
330	comic(s)													34	0.04%	76.16%	No	N/A	N/A
331	delicious													34	0.04%	76.20%	No	N/A	N/A
332	doesn't													34	0.04%	76.23%	does	N/A	N/A
333	everything													34	0.04%	76.27%	No	583	0.02%
334	foreigner(s,'s)													34	0.04%	76.31%	No	N/A	N/A
335	importance													34	0.04%	76.35%	No	924	0.01%
336	interest(s)													34	0.04%	76.39%	No	161	0.06%
337	program(s)													34	0.04%	76.43%	No	179	0.06%
338	back(s)													33	0.04%	76.46%	X	90	0.01%
339	book(s)													33	0.04%	76.50%	X	373	0.03%
340	field(s)													33	0.04%	76.54%	No	332	0.03%
341	popular													33	0.04%	76.58%	X	812	0.01%
342	professional													33	0.04%	76.62%	No	N/A	N/A
343	restaurant(s,'s)													33	0.04%	76.65%	No	1386	0.01%
344	advancement(s)													32	0.04%	76.69%	No	N/A	N/A
345	communicate													32	0.04%	76.73%	No	N/A	N/A
346	data													32	0.04%	76.76%	No	N/A	N/A
347	develop(s)													32	0.04%	76.80%	No	130	0.03%
348	doing													32	0.04%	76.83%	No	N/A	N/A
349	etc.													32	0.04%	76.87%	No	N/A	N/A
350	felt													32	0.04%	76.91%	No	N/A	N/A
351	idea(s)													32	0.04%	76.94%	X	328	0.03%
352	law(s)													32	0.04%	76.98%	No	282	0.04%
353	meet(s)													32	0.04%	77.02%	X	206	0.05%
354	member(s,'s)													32	0.04%	77.05%	No	233	0.05%
355	nature													32	0.04%	77.09%	No	250	0.04%
356	number(s)													32	0.04%	77.13%	No	143	0.07%
357	sea													32	0.04%	77.16%	X	946	0.01%
358	shop(s)													32	0.04%	77.20%	X	908	0.01%
359	advantage(s)													31	0.04%	77.23%	No	926	0.01%
360	ago													31	0.04%	77.27%	X	460	0.02%
361	almost													31	0.04%	77.31%	No	255	0.04%
362	answer(s)													31	0.04%	77.34%	X	412	0.03%
363	buy(s)													31	0.04%	77.38%	X	612	0.02%
364	easily													31	0.04%	77.41%	No	N/A	N/A
365	few													31	0.04%	77.45%	X	154	0.06%
366	hand(s)													31	0.04%	77.48%	X	116	0.08%
367	park													31	0.04%	77.52%	X	625	0.02%
368	possible													31	0.04%	77.55%	No	175	0.06%
369	software													31	0.04%	77.59%	No	N/A	N/A
370	week(s)													31	0.04%	77.62%	X	243	0.05%
371	case(s)													30	0.03%	77.66%	No	204	0.05%
372	elementary													30	0.03%	77.69%	No	N/A	N/A
373	feeling(s)													30	0.03%	77.73%	No	N/A	N/A
374	government(s)													30	0.03%	77.76%	No	N/A	N/A
375	Okinawa													30	0.03%	77.79%	No	N/A	N/A
376	still													30	0.03%	77.83%	No	114	0.08%
377	called													29	0.03%	77.86%	call	N/A	N/A
378	career													29	0.03%	77.89%	No	N/A	N/A
379	graduate													29	0.03%	77.93%	No	N/A	N/A
380	keep(s)													29	0.03%	77.96%	X	189	0.05%
381	spend(s)													29	0.03%	77.99%	X	532	0.02%
382	theater(s)													29	0.03%	78.03%	No	1013	0.01%
383	together													29	0.03%	78.06%	X	430	0.03%
384	choose													28	0.03%	78.09%	No	624	0.02%
385	decide(s)													28	0.03%	78.12%	No	529	0.02%
386	enter													28	0.03%	78.15%	No	521	0.02%
387	everyday													28	0.03%	78.19%	No	N/A	N/A
388	night													28	0.03%	78.22%	X	236	0.05%
389	pass													28	0.03%	78.25%	No	333	0.03%
390	isn't													27	0.03%	78.28%	No	N/A	N/A
391	mountain(s)													27	0.03%	78.31%	X	940	0.01%
392	name(s)													27	0.03%	78.34%	X	25	0.05%
393	reading													27	0.03%	78.37%	No	N/A	N/A
394	real													27	0.03%	78.40%	No	146	0.07%
395	short													27	0.03%	78.43%	X	436	0.03%
396	snowboard													27	0.03%	78.47%	No	N/A	N/A
397	sound(s)													27	0.03%	78.50%	No	376	0.03%
398	strong													27	0.03%	78.53%	X	385	0.03%
399	studied													27	0.03%	78.56%	No	N/A	N/A
400	while													27	0.03%	78.59%	No	142	0.07%
401	character(s)													26	0.03%	78.62%	No	559	0.02%
402	company													26	0.03%	78.65%	No	242	0.05%
403	did													26	0.03%	78.68%	No	N/A	N/A
404	down													26	0.03%	78.71%	X	98	0.09%
405	entrance													26	0.03%	78.74%	No	1332	0.01%
406	Italy													26	0.03%	78.77%	No	N/A	N/A
407	near													26	0.03%	78.80%	X	279	0.04%
408	player(s,'s)													26	0.03%	78.83%	No	N/A	N/A
409	power(s)													26	0.03%	78.85%	No	227	0.05%
410	someone													26	0.03%	78.88%	X	968	0.01%
411	tell(s)													26	0.03%	78.91%	X	119	0.08%
412	women													26	0.03%	78.94%	No	N/A	N/A
413	again													25	0.03%	78.97%	X	171	0.06%
414	changed													25	0.03%	79.00%	No	N/A	N/A
415	death(s)													25	0.03%	79.03%	No	400	3.00%
416	difference													25	0.03%	79.06%	No	461	0.02%
417	effect(s)													25	0.03%	79.09%	No	326	0.03%
418	effort(s)													25	0.03%	79.11%	No	422	0.03%
419	favorite													25	0.03%	79.14%	No	1328	0.01%
420	gave													25	0.03%	79.17%	No	N/A	N/A
421	Kyoto													25	0.03%	79.20%	No	N/A	N/A
422	opinion(s)													25	0.03%	79.23%	No	765	0.01%
423	teaching													25	0.03%	79.26%	No	N/A	N/A
424	trouble(s)													25	0.03%	79.29%	No	575	0.02%
425	around													24	0.03%	79.31%	No	174	0.06%
426	cooking													24	0.03%	79.34%	No	N/A	N/A
427	dinner													24	0.03%	79.37%	X	967	0.01%
428	disadvantage(s)													24	0.03%	79.39%	No	N/A	N/A
429	e-mail(s)													24	0.03%	79.42%	No	N/A	N/A
430	fun													24	0.03%	79.45%	No	1490	0.00%
431	Hakodate													24	0.03%	79.48%	No	N/A	N/A
432	league(s)													24	0.03%	79.50%	No	N/A	N/A
433	making													24	0.03%	79.53%	No	N/A	N/A
434	operation(s)													24	0.03%	79.56%	No	493	0.02%
435	run(s)													24	0.03%	79.59%	X	188	0.05%
436	shopping													24	0.03%	79.61%	No	N/A	N/A
437	social													24	0.03%	79.64%	No	247	0.04%
438	transsexual(s)													24	0.03%	79.67%	No	N/A	N/A
439	until													24	0.03%	79.69%	X	234	0.05%
440	view(s)													24	0.03%	79.72%	No	409	0.03%
441	believe(s)													23	0.03%	79.75%	No	308	0.04%
442	depend(s)													23	0.03%	79.77%	No	735	0.01%
443	everyone													23	0.03%	79.80%	X	985	0.01%
444	large													23	0.03%	79.83%	X	162	0.06%
445	lesson(s)													23	0.03%	79.85%	No	1473	0.00%
446	natural													23	0.03%	79.88%	No	N/A	N/A
447	needed													23	0.03%	79.91%	No	N/A	N/A
448	personal													23	0.03%	79.93%	No	N/A	N/A
449	played													23	0.03%	79.96%	No	N/A	N/A
450	public													23	0.03%	79.98%	No	166	0.06%
451	smoking													23	0.03%	80.01%	No	N/A	N/A
452	soon													23	0.03%	80.04%	X	513	0.02%
453	state(s)													23	0.03%	80.06%	No	55	0.18%
454	took													23	0.03%	80.09%	No	N/A	N/A
455	town													23	0.03%	80.11%	X	407	0.03%
456	winter													23	0.03%	80.14%	No	1044	0.01%
457	cause(s)													22	0.03%	80.17%	No	370	0.03%
458	control(s)													22	0.03%	80.19%	No	330	0.03%
459	conversation													22	0.03%	80.22%	No	1272	0.01%
460	create													22	0.03%	80.24%	No	N/A	N/A
461	French													22	0.03%	80.27%	No	N/A	N/A
462	girl(s)													22	0.03%	80.29%	X	285	0.04%
463	maybe													22	0.03%	80.32%	No	793	0.01%
464	men													22	0.03%	80.34%	No	N/A	N/A
465	necessary													22	0.03%	80.37%	No	387	0.03%
466	nothing													22	0.03%	80.39%	X	259	0.04%
467	ourselves													22	0.03%	80.42%	No	N/A	N/A
468	processing													22	0.03%	80.44%	No	N/A	N/A
469	programming													22	0.03%	80.47%	No	N/A	N/A
470	store(s,'s)													22	0.03%	80.49%	X	716	0.01%
471	taught													22	0.03%	80.52%	No	N/A	N/A
472	tried													22	0.03%	80.54%	No	N/A	N/A
473	window(s)													22	0.03%	80.57%	X	632	0.02%
474	write(s)													22	0.03%	80.59%	X	120	0.08%
475	acquire													21	0.02%	80.62%	No	N/A	N/A
476	bike													21	0.02%	80.64%	No	N/A	N/A
477	boy(s)													21	0.02%	80.66%	X	263	0.04%
478	cipher(s)													21	0.02%	80.69%	No	N/A	N/A
479	during													21	0.02%	80.71%	X	168	0.06%
480	four													21	0.02%	80.74%	X	N/A	N/A
481	health													21	0.02%	80.76%	No	713	0.03%
482	hear(s)													21	0.02%	80.78%	X	212	0.05%
483	heard													21	0.02%	80.81%	No	N/A	N/A
484	less													21	0.02%	80.83%	No	253	0.04%
485	native(s)													21	0.02%	80.86%	No	1341	0.01%
486	part-time													21	0.02%	80.88%	No	N/A	N/A
487	performance(s)													21	0.02%	80.90%	No	694	0.02%
488	purpose(s)													21	0.02%	80.93%	No	454	0.03%
489	recognition													21	0.02%	80.95%	No	1493	0.00%
490	running													21	0.02%	80.97%	No	N/A	N/A
491	today													21	0.02%	81.00%	X	336	0.03%
492	usually													21	0.02%	81.02%	X	N/A	N/A
493	woman													21	0.02%	81.05%	X	232	0.05%
494	young													21	0.02%	81.07%	X	252	0.04%
495	already													20	0.02%	81.09%	X	421	0.03%
496	building(s)													20	0.02%	81.12%	No	N/A	N/A
497	business													20	0.02%	81.14%	No	265	0.04%
498	cannot													20	0.02%	81.16%	No	N/A	N/A
499	comfortable													20	0.02%	81.18%	No	N/A	N/A
500	found													20	0.02%	81.21%	No	N/A	N/A
501	image(s)													20	0.02%	81.23%	No	N/A	N/A
502	month(s)													20	0.02%	81.25%	X	N/A	N/A
503	move													20	0.02%	81.28%	No	134	0.07%
504	pay													20	0.02%	81.30%	No	228	0.05%
505	question(s)													20	0.02%	81.32%	X	230	0.05%
506	smoke(s)													20	0.02%	81.34%	No	1247	0.01%
507	studies													20	0.02%	81.37%	No	N/A	N/A
508	themselves													20	0.02%	81.39%	No	N/A	N/A
509	adult(s)													19	0.02%	81.41%	No	N/A	N/A
510	began													19	0.02%	81.43%	begin	141	0.07%
511	clear													19	0.02%	81.45%	No	269	0.04%
512	companies													19	0.02%	81.48%	No	N/A	N/A
513	face(s)													19	0.02%	81.50%	X	190	0.05%
514	festival(s)													19	0.02%	81.52%	No	N/A	N/A
515	forget													19	0.02%	81.54%	X	823	0.01%
516	highschool													19	0.02%	81.56%	No	N/A	N/A
517	hour(s)													19	0.02%	81.58%	X	344	0.03%
518	marry													19	0.02%	81.61%	No	777	0.01%
519	meal(s)													19	0.02%	81.63%	No	1353	0.01%
520	price(s)													19	0.02%	81.65%	No	628	0.02%
521	probably													19	0.02%	81.67%	No	N/A	N/A
522	relax													19	0.02%	81.69%	No	N/A	N/A
523	sad													19	0.02%	81.71%	X	1369	0.01%
524	structure(s)													19	0.02%	81.74%	No	N/A	N/A
525	style(s)													19	0.02%	81.76%	No	N/A	N/A
526	talking													19	0.02%	81.78%	No	N/A	N/A
527	tool(s)													19	0.02%	81.80%	No	1111	0.01%
528	training													19	0.02%	81.82%	No	N/A	N/A
529	universities													19	0.02%	81.84%	No	N/A	N/A
530	body													18	0.02%	81.86%	No	320	0.03%
531	confidence													18	0.02%	81.88%	No	1325	0.01%
532	exam(s)													18	0.02%	81.90%	No	N/A	N/A
533	express													18	0.02%	81.93%	No	712	0.02%
534	fan(s,'s)													18	0.02%	81.95%	No	1452	0.00%
535	fast													18	0.02%	81.97%	X	954	0.01%
536	fishing													18	0.02%	81.99%	No	N/A	N/A
537	grammar													18	0.02%	82.01%	No	N/A	N/A
538	least													18	0.02%	82.03%	No	322	0.03%
539	looking													18	0.02%	82.05%	No	N/A	N/A
540	met													18	0.02%	82.07%	No	N/A	N/A
541	might													18	0.02%	82.09%	No	148	0.07%
542	once													18	0.02%	82.11%	X	207	0.05%
543	pilot(s,'s,s')													18	0.02%	82.13%	No	N/A	N/A
544	started													18	0.02%	82.15%	No	N/A	N/A
545	taking													18	0.02%	82.17%	No	N/A	N/A
546	tourist(s)													18	0.02%	82.19%	No	N/A	N/A
547	aspect(s)													17	0.02%	82.21%	No	N/A	N/A
548	developed													17	0.02%	82.23%	No	N/A	N/A
549	early													17	0.02%	82.25%	X	196	0.05%
550	England													17	0.02%	82.27%	No	N/A	N/A
551	far													17	0.02%	82.29%	X	235	0.05%
552	group(s)													17	0.02%	82.31%	No	192	0.05%
553	increase(s)													17	0.02%	82.33%	No	195	0.05%
554	let('s)													17	0.02%	82.35%	X	220	0.05%
555	London													17	0.02%	82.37%	No	N/A	N/A
556	main													17	0.02%	82.39%	No	698	0.02%
557	meaning(s)													17	0.02%	82.40%	No	N/A	N/A
558	mistake(s)													17	0.02%	82.42%	No	1062	0.01%
559	moreover													17	0.02%	82.44%	No	1041	0.01%
560	period(s,'s)													17	0.02%	82.46%	No	N/A	N/A
561	picture(s)													17	0.02%	82.48%	X	476	0.02%
562	send													17	0.02%	82.50%	X	445	0.03%
563	stay													17	0.02%	82.52%	X	525	0.02%
564	technique(s)													17	0.02%	82.54%	No	N/A	N/A
565	telephone(s)													17	0.02%	82.56%	No	961	0.01%
566	tired													17	0.02%	82.58%	No	N/A	N/A
567	travel													17	0.02%	82.60%	No	770	0.01%
568	vacation(s)													17	0.02%	82.62%	X	N/A	N/A
569	whether													17	0.02%	82.64%	No	394	0.03%
570	writing													17	0.02%	82.66%	No	N/A	N/A
571	yet													17	0.02%	82.68%	X	260	0.04%
572	brain('s)													16	0.02%	82.69%	No	1240	0.01%
573	clean													16	0.02%	82.71%	X	728	0.01%
574	consider(s)													16	0.02%	82.73%	No	177	0.06%
575	dangerous													16	0.02%	82.75%	No	N/A	N/A
576	eagerness													16	0.02%	82.77%	No	N/A	N/A
577	eating													16	0.02%	82.78%	No	N/A	N/A
578	film(s)													16	0.02%	82.80%	No	789	0.01%
579	function(s)													16	0.02%	82.82%	No	N/A	N/A
580	having													16	0.02%	82.84%	No	N/A	N/A
581	improve(s)													16	0.02%	82.86%	No	604	0.02%
582	including													16	0.02%	82.88%	No	N/A	N/A
583	I've													16	0.02%	82.89%	No	N/A	N/A
584	pleasure(s)													16	0.02%	82.91%	No	1211	0.01%
585	seem(s)													16	0.02%	82.93%	No	106	0.09%
586	snowboarder(s)													16	0.02%	82.95%	No	N/A	N/A
587	speakers(s)													16	0.02%	82.97%	No	N/A	N/A
588	tower													16	0.02%	82.99%	No	1765	0.00%
589	whenever													16	0.02%	83.00%	No	1515	0.00%
590	wrong													16	0.02%	83.02%	X	769	0.01%
591	center(s)													15	0.02%	83.04%	No	219	0.05%
592	community