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可用于统计词频的方法

可用于统计词频的方法

可用于统计词频的方法1.引言1.1 概述概述在自然语言处理领域,统计词频是一项重要的任务,它可以帮助我们了解文本中各个单词的使用频率和重要性。

在信息检索、文本分析和机器学习等领域,词频统计方法被广泛应用。

本文将介绍两种常用的方法用于统计词频:基于计数的词频统计方法和基于TF-IDF的词频统计方法。

这些方法通过计算单词在文本中的出现次数或者与文本集合的关联程度,来衡量单词的频率和重要性。

基于计数的词频统计方法是一种简单直观的方法,它通过对文本中单词的出现次数进行计数,来进行词频统计。

这种方法可以帮助我们了解特定单词在文本中的重要性,但是它没有考虑到单词在文本集合中的普遍性。

另一种方法是基于TF-IDF的词频统计方法,它综合考虑了单词在文本中的出现频率和在文本集合中的普遍程度。

TF-IDF的全称是Term Frequency-Inverse Document Frequency,它通过计算单词在文本中的出现频率和在文本集合中的逆文档频率,来衡量单词的重要性。

TF-IDF方法可以有效地帮助我们发现在特定文本中重要性较高的单词。

总的来说,本文将详细介绍基于计数的词频统计方法和基于TF-IDF的词频统计方法,分析它们的优缺点,并展望未来在统计词频方面的研究方向。

通过了解这些方法,我们可以更好地应用它们来进行文本分析、信息检索和机器学习等任务,从而提升相关领域的研究和应用水平。

文章结构部分的内容可以如下所示:1.2 文章结构本文共分为三个部分:引言、正文和结论。

引言部分包括概述、文章结构和目的。

在概述中,将介绍本文所要讨论的主题——可用于统计词频的方法。

词频统计是一项基础性工作,广泛应用于自然语言处理、文本挖掘和信息检索等领域。

了解词频统计方法的原理和应用将对相关领域的研究和实践产生积极的影响。

接下来,文章结构将详细介绍本文的组织方式和各个部分的内容。

通过明确的结构安排,读者可以更好地理解本文的主旨和论证过程。

汉语词频统计

汉语词频统计

2、汉语词频的统计方法
词频统计就是抽样一定数量的语料,计算
其中各个不同词语的出现次数,这是词频 统计工程最主要的方法。 词频统计的目的在于根据量的描述,对词 的属性给出质的评价,即依靠定量分析得 出定性分析。词频统计结果一般是做出各 种频度表,供不同专业人员使用。 用计算机统计词语使用频度的特点是速度 快,准确率高,统计量大,而且能提供多 种参数。
第二章 汉语词语的信息处理
第一节 汉语词语的词频统计
授课时间:2006年10月9日 授课人: 徐艳华
内容提要:
词频统计的方法与意义 词表的建立 词库的建立 汉语统计的难题
一、词频统计的方法与意义
1、词频与频率 词频: 即词语的频度,是指每个词 语在一定语料中出现的次数。 频率:每个词语的频度与总频度和 之比。
3、词库的建立
词库(词语数据库)是语言信息处理最 基本的资源。词库实际上就是机器可读 的电子词典。把一部人用词典如《现代 汉语词典》录入到计算机里,计算机当 然也是可以阅读的。但这里所谓的“可 以阅读”,还含有便于查找词语的各种 信息的意思。因此最好是把词库划分为 若干个相关的表。
词用计算机进行 词频统计发展很快。我国第一个最 大的词频统计工程是北京航空航天 大学在“六五”期间完成的。这次 大规模的词频统计为建立我国常用 词库具有重大意义。
我国第二个大规模的词频统计工程是由
新华社等单位于“七五”期间完成的。 1990年,新华社等单位公布了新闻语料 词频统计结果,共选147,955条词条作 为统计底表,词条出现的总次数达7, 455,171次。北京语言学院也对200万 字语料的词频进行了统计,出版了《现 代汉语频率词典》(1986),收词 31159条,这是中国正式出版的第一部汉 语频率词典。

词频与语境名词解释

词频与语境名词解释

词频与语境名词解释
词频是指某一词语在语料库中的出现频率,通常以每千句出现次数为单位进行表示。

语境是指说话或写作时所处的状况和状态,包括上下文、语言环境、文化语境等。

语境对语言的理解和表达有着深刻的影响,可以使同一词语在不同的语境中产生不同的意义。

语境概念最早由人类学家马林诺夫斯基提出,分为情景语境和文化语境。

语境也控制着交际者对语言符号的选用。

在语言运用中,听、说、读、写四个方面都受制于语言环境。

狭义的语境对语言的理解和表达影响最大。

bcc汉语常用词词频表

bcc汉语常用词词频表

bcc汉语常用词词频表
BCC汉语常用词词频表是一份广泛使用的汉语词汇频率统计表,它包含了在汉语中常用的词汇及其出现频率。

这份词频表对于语言处理、文本挖掘、自然语言处理等领域具有重要的应用价值。

BCC汉语常用词词频表的编制始于20世纪80年代,由北京语言大学信息科学技术的专家团队负责。

该团队利用大规模语料库,对汉语中常用词汇的出现频率进行了详细统计,并按照频率高低进行排序。

BCC汉语常用词词频表共分为10个等级,每个等级包含一定数量的高频常用词汇。

这些词汇涵盖了日常生活、学习、工作等各个领域的常用表达方式。

对于每个词汇,词频表都给出了其在不同语料库中的出现频率,以及相应的注释和用法说明。

BCC汉语常用词词频表具有以下特点:
数据来源权威:该词频表的数据来源于大规模语料库,统计结果具有较高的可靠性。

内容全面:该词频表涵盖了常用的各个领域的词汇,适用于多种语言处理任务。

使用方便:该词频表按照词汇出现频率排序,方便用户快速查找和使用。

可扩展性:随着语言的发展和变化,BCC汉语常用词词频表也在不断更新和完善,以适应新的语言环境。

BCC汉语常用词词频表对于语言处理、文本挖掘、自然语言处理等领域具有重要意义。

它可以作为汉语语言处理的基础资源,为各种语言处理任务提供基础数据支持。

同时,该词频表也是语言学研究和语言教育的重要参考工具,有助于提高语言学研究和语言教育的水平。

英语单词词频分级

英语单词词频分级

词频分级记忆手册1第一级(938)a/ei,E/art.一(个,件,...)able/5eibl/adj.有能力的;能干的about/E5baut/prep.关于;在□周围above/E5bQv/prep.在□上面;高于account/E5kaunt/n.记述;解释;帐目across/E5krRs/prep.横过,穿过act/Akt/vi.行动;做,做事add/Ad/vt.加,增加afraid/E5freid/adj.(表语)怕,害怕after/5aftE/prep.在□以后;次于afternoon/5aftE5nun/n.下午,午后again/E5gein,E5gen/ad.又一次;而且against/E5geinst,E5genst/prep.反对;对着age/eidV/n.年龄;时代vt.变老ago/E5gEu/ad.以前air/ZE/n.空气;空中;外观all/Rl/adv.都allow/E5lau/vt.允许,准许;任almost/5RlmEust/ad.几乎,差不多alone/E5lEun/a.单独的ad.单独地along/E5lRN/prep.沿着ad.向前already/Rl5redi/ad.早已,已经also/5RlsEu/ad.亦,也;而且,还although/Rl5TEu/conj.虽然always/5Rlweiz,5RlwEz/adv.总是,一直American/E5merikEn/a.美洲的n.美国人among/E5mQN/prep.在□之中amount/E5maunt/n.总数;数量;和and/And,End/conj.和;又animal/5AnimEl/n.动物,兽a.动物的another/E5nQTE/adj.pron.再一(个..) answer/5ansE/vt.回答;响应;适应any/5eni/adj.什么,一些,任何的anything/5eniWiN/pron.任何事(物) appear/E5piE/vi.出现;显得;好象apple/5Apl/n.苹果arm/am/n.手臂,胳膊army/5ami/n.军队around/E5raund/prep.在...周围arrive/E5raiv/vi.到达;来临;达到art/at/n.艺术;美术article/5atikl/n.文章,论文;冠词as/Az,Ez/conj.因为,由于ask/ask/v.问at/At,Et/prep.在attend/E5tend/vt.出席;照顾,护理away/E5wei/ad.离开,远离;□去baby/5beibi/n.一家中年龄最小的人back/bAk/adv.回(原处);向后bad/bAd/a.坏的,恶的;严重的bag/bAg/n.提包,口袋,书包ball/bRl/n.球band/bAnd/n.乐队;带;波段bank/bANk/n.银行;库;岩,堤basket/5baskit/n.篮,篓,筐basketball/5baskitbRl/n.篮球;篮球运动battle/5bAtl/vi.战斗vt.与□作战bay/bei/n.海湾be/bi/aux.v.vi.是,在,做bear/bZE/n.熊;粗鲁的人beast/bist/n.兽,野兽;牲畜beat/bit/vt.vi.打,敲;打败beautiful/5bjutiful/a.美的,美丽的beauty/5bjuti/n.美;美人because/bi5kRz/conj.因为become/bi5kQm/vi.变成;成为,变得bed/bed/n.床bee/bi/n.蜜蜂before/bi5fR/prep.在□以前;向□begin/bi5gin/vi.开始vt.开始behind/bi5haind/prep.在□后面being/5biiN/n.存在;生物;生命believe/bi5liv/vt.相信;认为bell/bel/n.铃,钟belong/bi5lRN/vi.属于,附属beside/bi5said/prep.在□旁边between/bi5twin/prep.在□中间big/big/adj.大的bill/bil/n.账单;招贴;票据bird/bEd/n.鸟,禽bit/bit/n.一点,一些black/blAk/adj.黑色的bless/bles/vt.保佑;降福blind/blaind/n.百叶窗;窗帘;遮帘blood/blQd/n.血blow/blEu/vt.vi.吹board/bRd/n.木板;板boat/bEut/n.小船,艇;渔船body/5bRdi/n.身体;主体;尸体bone/bEun/n.骨,骨骼book/buk/n.书,书籍vt.预定born/bRn/a.天生的;出生的both/bEuW/pron.两者(都)bottom/5bRtEm/n.底,底部,根基bow/bau/n.弓;蝴蝶结;鞠躬box/bRks/n.盒子boy/bRi/n.男孩,少年;家伙branch/brantF/n.枝条;支流;部门brave/breiv/a.勇敢的,华丽的bread/bred/n.面包break/breik/n.(课间)休息时间breakfast/5brekfEst/n.早饭,早餐bridge/bridV/n.桥,桥梁;桥牌bright/brait/a.明亮的;聪明的bring/briN/vt.带来;引出;促使broad/brRd/adj.宽的;广阔的broken/5brEukEn/a.被打碎的,骨折的brook/bruk/n.小河,溪流brother/5brQTE/n.兄,弟brown/braun/adj.褐色的,棕色的build/bild/vt.建筑;建立;创立building/5bildiN/n.建筑物,大楼;建筑burn/bEn/vi.vt.燃烧business/5biznis/n.商业,生意;事务busy/5bizi/adj.忙的;繁忙的but/bQt/conj.但是,可是butter/5bQtE/n.黄油;奶油buy/bai/vt.买by/bai/prep.被,由cake/keik/n.蛋糕,饼,糕call/kRl/vt.把□叫做;叫,喊can/kAn/n.罐头,听头cap/kAp/n.帽子captain/5kAptin/n.陆军上尉;队长care/kZE/n.照料;保护;小心第一级2careful / 5kZEful/ a.仔细的;细致的case / keis/ n.情况;事实;病例catch / kAtF/ vi.钩住;挂住;绊住cause / kR:z/ n.原因,理由;事业cent / sent/ n.分center / 5sentE/ n. 中心,中心点,中锋certain / 5sE:tEn/ a.确实的;肯定的chain / tFein/ n.链,链条,项圈chance / tFa:ns/ n.机会change / tFeindV/ n.零钱;找头 vt.兑换chief / tFi:f/ n.首长,头子child / tFaild/ n.小孩choose / tFu:z/ vt.&vi.选择Christmas / 5krismEs/ n.圣诞节church / tFE:tF/ n.教堂circle / 5sE:kl/ vt.环绕,盘旋 n.圆city / 5siti/ n.城市,都市clean / kli:n/ a.清洁的;纯洁的clock / klRk/ n.钟,仪表close / klEuz, klEus/ v.关cloth / klR:W/ n.布;布料clothe / klEuT/ vt.给⋯穿衣服clothes / klEuTz/ n.衣服,服装;被褥cloud / klaud/ n.云coal / kEul/ n.煤,煤块coast / kEust/ n.海岸,海滨(地区)coat / kEut/ n.外套,上衣;表皮cold / kEuld/ a.冷的;冷淡的 n.冷color / 5kQlE/ n.颜色,彩色;颜料colour / 5kQlE/ n.颜色come / kQm/ vi.来,来到;出现command / kE5ma:nd/ vt.命令,指挥;控制common / 5kRmEn/ adj.普通的,一般地company / 5kQmpEni/ n.公司complete / kEm5pli:t/ adj.完全的,彻底的condition / kEn5diFEn/ n.条件;状况contain / kEn5tein/ vt.包吠,容纳;等于continue / kEn5tinju(:)/ vt.继续,连续;延伸cook / kuk/ vi.烹调,煮 n.厨师cool / ku:l/ vi.&vt.(使)凉快,冷却corner / 5kR:nE/ n.角;(街道)拐角cost / kRst/ vi.值(多少钱) n.成本could / kud, kEd/ aux.v.(can的过去式) count / kaunt/ vt.数;计数country / 5kQntri/ n.国家,国土;农村course / kR:s/ n.课程;过程;一道菜court / kR:t/ n.法院,法庭;庭院cover / 5kQvE/ vt.盖,包括 n.盖子cow / kau/ n.母牛,奶牛cross / krRs/ n.十字架 vt.&vi.穿过crowd / kraud/ n.群;大众;一伙人crown / kraun/ n.王冠,冕;花冠cry / krai/ vi.哭;叫喊cup / kQp/ vt.使成杯形cut / kQt/ vt.切;割;砍dance / da:ns/ vi.跳舞;摇晃 n.舞dare / dZE/ v.aux.敢;敢于dark / da:k/ adj.黑暗的date / 5deit/ n.日期daughter / 5dR:tE/ n.女儿day / dei/ n.(一)天,白昼,白天dead / ded/ adj.死的deal / di:l/ vi.做买卖;对付dear / diE/ adj.昂贵的,高价的death / deW/ n.死,死亡;灭亡decide / di5said/ vi.&vt.下决心;决定deep / di:p/ adj.深的delight / di5lait/ n.快乐desire / di5zaiE/ vt.相望;要求 n.愿望destroy / dis5trRi/ vt.破坏;消灭;打破die / dai/ vi.死difference / 5difrEns/ n.差删;差;分歧different / 5difrEnt/ adj. 不同的dinner / 5dinE/ n.正餐(午饭或晚饭)direct / di5rekt/ vt.指导discover / dis5kQvE/ vt.发现;暴露,显示distance / 5distEns/ n.距离;远处divide / di5vaid/ vt.分;分配;分开do / du:, du/ v.做doctor / 5dRktE/ n.医生,医师;博士dog / dRg/ n.狗door / dR:/ n.门double / 5dQbl/ adj.两倍的;双的doubt / daut/ n.怀疑;疑虑 vt.怀疑down / daun/ ad.向下,在下面draw / drR:/ vt.&vi.拉;牵;引出dream / dri:m/ vt.&vi.做梦 n.梦想dress / dres/ n.衣服;连衣裙drink / driNk/ vt.饮 vi.喝 n.饮料drive / draiv/ vt.&vi.驱赶;驾驶drop / drRp/ vt.使落下;降低dry / drai/ vt.使干 vi.变干during / 5djuEriN/ prep.在...的期间dust / dQst/ n.垃圾,废品,灰烬duty / 5dju:ti/ n.义务;责任each / i:tF/ pron.各,各自 a.各ear / iE/ n.耳朵;听力,听觉early / 5E:li/ adv.早earth / E:W/ n.地球east / i:st/ n.东,东方 adj.东方的easy / 5i:zi/ adj.容易eat / i:t/ vt.吃,喝 vi.吃饭edge / edV/ n.边缘;边egg / eg/ n.蛋eight / eit/ num.八either / 5aiTE, 5i:TE/ conj.或者,要么else / els/ adj.删的 adv.另外end / end/ n.目标,目的enemy / 5enimi/ n.敌人;仇敌;敌兵England / 5iNglEnd/ n.英格兰;(泛指)英国English / 5iNgliF/ adj.英国的 n.英语enjoy / in5dVRi/ vt.享受;欣赏,喜爱enough / i5nQf/ adj.足够的adv.充分地enter / 5entE/ vt.走进,进入;参加entire / in5taiE/ a.全部的,整个的equal / 5i:kwEl/ a.相等的;平等的escape / is5keip/ n.&vi.逃跑even / 5i:vEn/ adv.甚至,即使evening / 5i:vniN/ n.傍晚,晚上ever / 5evE/ adv.曾经every / 5evri/ adj.每一,每个的everything / 5evriWiN/ pron.每件事,每样东西except / ik5sept/ prep.除...之外exercise / 5eksEsaiz/ n.练习expect / iks5pekt/ vt.料想,认为express / iks5pres/ vt.表示 n.快车,快递extend / iks5tend/ vt.延长;扩大;致eye / ai/ n.眼睛;眼力;鉴赏力词频分级记忆手册3face / feis/ n.脸fact / fAkt/ n.事实;实际fair / fZE/ adj.(头发)金色的fall / fR:l/ n.&vi.落下;跌倒family / 5fAmili/ n.家,家庭famous / 5feimEs/ adj.著名的far / fa:/ adj.远的 adv.远地farm / fa:m/ n.农场farmer / 5fa:mE/ n.农民,农夠;农场主fast / fa:st/ adv.快地 adj.快的fat / fAt/ adj.肥胖的father / 5fa:TE/ n.父亲favour / 5feivE/ n.好感;赞同;恩惠favor / 5feivE/ n.好意;帮助;恩惠fear / fiE/ n.害怕;担心 vt.害怕feed / fi:d/ vt.喂(养) vi.吃饲料feel / fi:l/ vi.有知觉 vt.触,摸fell / fel/ vt.砍倒(树等);砍伐fellow / 5felEu/ n.人,家伙;伙伴few / fju:/ a.很少的;少数的field / fi:ld/ n.地,田地fight / fait/ vi.&vt.打仗(架)figure / 5figE/ n.数字;外形;人物fill / fil/ vt.装满,盛满;占满find / faind/ v.找到;发现fine / fain/ adj.好的 adv.很好,妙finger / 5fiNgE/ n.手指finish / 5finiF/ vt.完成,结束 n.结束fire / 5faiE/ n.火;火灾 vi.开火firm / fE:m/ n.商行,商号,公司first / fE:st/ num.第一fish / fiF/ n.鱼肉;鱼fit / fit/ vt.&vi.适合,合身five / faiv/ num.五fix / fiks/ vt.使固定;决定floor / flR:/ n.地板;楼层flow / flEu/ vi.流,流动flower / 5flauE/ n.花,花卉;开花fly / flai/ v.飞跑,逃跑,消失follow / 5fRlEu/ vt.跟随;(时间等)接着food / fu:d/ n.食物for / fR:, fE/ prep.为force / fR:s/ vt.强迫,迫使forest / 5fRrist/ n.森林forget / fE5get/ vt.忘记,遗忘form / fR:m/ vt.(使)组成,建立former / 5fR:mE/ a.在前的 n.前者forth / fR:W/ ad.向前;向外,往外forward / 5fR:wEd/ adv.向前,前进found / faund/ vt.创立,创办;建立four / fR:/ num.四fourth / fR:W/ num.第四 n.第四日France / 5fra:ns/ n.法国free / fri:/ a.自由的;空闲的French / frentF/ a.法国的 n.法国人fresh / freF/ adj.新鲜的friend / frend/ n.朋友from / frRm, frEm, frm/ prep.从;从...起;由front / frQnt/ a.前面的 n.前部fruit / fru:t/ n.水果full / ful/ adj.满gain / gein/ vt.&vi.获得 n.利益game / geim/ n.游戏,运动,比赛garden / 5ga:dn/ n.花园,菜园;公园gate / geit/ n.大门gather / 5gATE/ vt.推测,推断general / 5dVenErEl/ a.总的;一般的n.将军gentle / 5dVentl/ adj.柔和的gentleman / 5dVentlmEn/ n.绅士;有教养的人get / get/ v.取gift / gift/ n.礼物,赠品;天赋give / giv/ vt.做,作;送给glad / glAd/ a.高兴的;乐意的glass / gla:s/ n.玻璃;玻璃杯go / gEu/ v.去god / gRd/ n.神,神像;上帝golden / 5gEuldEn/ adj.金(黄)色的good / gud/ adj.好的government / 5gQvEnmEnt/ n.政府;治理;政治grace / greis/ 格雷斯(女名)grain / 5grein/ n.谷物,谷类;谷粒grant / gra:nt/ n.授予物,拨款grass / gra:s/ n.草;草地great / greit/ adj.伟大的;重大的green / gri:n/ adj.绿色的grey / grei/ adj.灰色的gray / grei/ a.灰色的 n.灰色ground / graund/ n.地;场地;根据grow / grEu/ vi.生长;变得;增长guard / ga:d/ n.哨兵,警卫员guess / ges/ v.猜guide / gaid/ n.向导,导游者hair / hZE/ n.头发half / ha:f/ n.半,一半hall / hR:l/ n.会堂,大厅,礼堂hand / hAnd/ n.手hang / hAN/ vt.挂,悬;吊死happen / 5hApEn/ vi.(偶然)发生happy / 5hApi/ adj.高兴的,幸福的hard / 5ha:d/ adj.困难的;硬的hat / hAt/ n.帽子have / hAv, hEv/ v.有he / hi:/ pron.(主格)他head / hed/ n.头health / helW/ n.健康,健康状况hear / hiE/ v.听见,听heart / ha:t/ n.心(脏)heat / hi:t/ n.热,炎热 vi.变热heaven / 5hevn/ n.天堂;天,天空heavy / 5hevi/ adj.重的height / hait/ n.高,高度;高处help / help/ v.帮助,帮忙her / hE:, hE/ pron.她的here / hiE/ adv.这儿herself / hE:5self/ pron.她自己;她亲自hide / haid/ n.生皮,兽皮,皮革high / hai/ adv.高高地 adj.高的hill / hil/ n.小山him / him/ pron.他(宾格)himself / him5self/ pron.他自己;他亲自his / his/ pron.他的hold / hEuld/ vt.抓住;抑制hole / hEul/ n.洞;孔眼,裂开处home / hEum/ adv.回家,在家 n.家honour / 5RnE/ vt.给...以荣誉honor / 5RnE/ n.荣誉;尊敬;敬意hope / hEup/ n.&vt.&vi.希望horse / hR:s/ n.马第一级4hot / hRt/ a.热的;刺激的;辣的hour / 5auE/ n.小时;时间,时刻house / haus/ n.房屋,住宅;商号how / hau/ ad.怎么;怎样;多少however / hau5evE/ adv.可是,不过hundred / 5hQndrid/ num.百,百个 n.许多hunt / hQnt/ vi.打猎hurry / 5hQri/ vi.赶紧 vt.催促hurt / hE:t/ vt.使受伤;使痛心husband / 5hQzbEnd/ n.丈夠I / ai/ pron.(主格)我ice / ais/ n.冰if / if/ conj.假如,如果ill / il/ adj.病的important / im5pR:tEnt/ a.重要的;有势力的in / in/ prep.在...里面inch / intF/ n.英寸increase / in5kri:s, 5inkri:s/ vt.&vi.&n.增加indeed / in5di:d/ adv.的确;真正地Indian / 5indiEn/ adj.印度的 n.印度人instead / in5sted/ adv.代替,顶替interest / 5intrist/ vt.使发生兴趣 n.兴趣into / 5intu, 5intE/ prep.进,入;进入到iron / 5aiEn/ n.铁;铁制品island / 5ailEnd/ n.岛;岛状物it / it/ pron.它its / its/ pron.它的join / dVRin/ vt.加入journey / 5dVE:ni/ n.旅行,旅程,路程joy / dVRi/ n.欢乐;高兴judge / dVQdV/ n.法官just / dVQst/ adv.正好,恰好keep / ki:p/ vi.保持;坚持kill / kil/ vt.杀死kind / kaind/ adj.仁慈的;和蔼的king / kiN/ n.国王,君主kiss / kis/ n.&vt.吻 vi.接吻knee / ni:/ n.膝,膝盖,膝关节know / nEu/ vt.知道;认识;通晓labour / 5leibE/ n.劳动labor / 5leibE/ n. 劳动,努力,分娩,劳工,工作lady / 5leidi/ n.女士;有教养的妇女lake / leik/ n.湖land / lAnd/ n.陆地large / la:dV/ adj.大的;巨大的last / la:st/ a.最后的 ad.最后late / leit/ a.迟的 ad.迟,晚laugh / la:f/ vi.笑,发笑 n.笑law / lR:/ n.法律,法令lay / lei/ vt.放,搁;下(蛋)lazy / 5leizi/ adj.懒惰的lead / li:d/ vt.领导learn / lE:n/ vi.&vt.学,学习least / li:st/ a.最少的 ad.最少leave / li:v/ vt.离开;剩下 vi.离去left / left/ a.左边的 ad.在左边leg / leg/ n.腿length / leNW/ n.长,长度;一段less / les/ a.更少的 ad.更少地lesson / 5lesn/ n.功课,课;课程let / let/ v.让letter / 5letE/ n.信;证书;字母lie / lai/ vi.躺,平放;位于life / laif/ n.生命,生活light / lait/ n.光 adj.明亮的like / laik/ prep.象;跟...一样line / lain/ vt.沿...排列 vi.排队lion / 5laiEn/ n.狮子;勇猛的人lip / lip/ n.嘴唇list / list/ n.表;名单listen / 5lisn/ vi.听,留神听;听从little / 5litl/ adj.小的live / liv laiv/ vi.居住;活 a.活的load / lEud/ vt.装,装载long / lRN/ vi.渴望;极想念look / luk/ v.看lord / lR:d/ n.贵族;上帝,基督lose / lu:z/ vt.失去;迷失;输掉loss / lRs/ n.遗失;损失;失败lot / lRt/ n.许多,大量;签,阄loud / laud/ a.响亮的;吵闹的love / lQv/ vt.爱,喜欢 n.爱low / lEu/ adj.低的;浅的lower / 5lEuE/ a.较低的 vt.放下make / meik/ v.造,制作,使...man / mAn/ n.男人;人;人类manner / 5mAnE/ n.方式;态度;礼貌many / 5meni/ a.许多的 pron.许多人march / ma:tF/ n.三月March / ma:tF/ n.三月mark / ma:k/ n.痕迹;记号;商标marker / 5mB:kE/ n. 作记号的人,记分员,书签,纪念碑, master / 5ma:stE/ n.主人;能手;硕士matter / 5mAtE/ n.事情may / mei/ v.aux.可能,或许May / mei/ v.aux.可能,或许mean / mi:n/ vt.意思是...measure / 5meVE/ vt.量,测量 n.分量meat / mi:t/ n.肉meet / mi:t/ n.会;集会member / 5membE/ n.成员,会员middle / 5midl/ adj.中间的 n.中间might / mait/ v.aux.可能,也许mile / mail/ n.英里milk / milk/ vt.&vi.挤奶;出奶mill / mil/ n.磨坊;制造厂mind / maind/ vi.介意 vt.注意,当心mine / main/ pron.我的minute / 5minit, mai5nju:t/ n.分钟miss / mis/ n.小姐moment / 5mEumEnt/ n.片刻;瞬间;时刻money / 5mQni/ n.货币;金钱,财富month / mQnW/ n.月,月份moon / mu:n/ n.月球,月亮;卫星more / mR:/ a.更多的 ad.更morning / 5mR:niN/ n.早晨,上午most / mEust/ a.最多的 ad.最,很mother / 5mQTE/ n.母亲mount / maunt/ vt.登上,爬上 n.⋯山mountain / 5mauntin/ n.山;山脉mouth / mauW/ n.嘴,口,口腔move / mu:v/ n.行动,步骤Mr. / 5mistE/ n. 先生Mrs. / 5misiz/ n. 太太,夠人Ms. / mis/ n. 女士much / mQtF/ ad.非常,很 a.许多的music / 5mju:zik/ n.音乐must / mQst/ v.aux.必须;必然要词频分级记忆手册5my / mai/ pron.我的myself / mai5self/ pron.我自己name / 5neim/ n.名字;名誉 vt.说出narrow / 5nArEu/ adj.狭窄的nation / 5neiFEn/ n.民族;国家natural / 5nAtFErEl/ adj.自然的nature / 5neitFE/ n.大自然,自然界near / niE/ ad.近,接近 a.近的necessary / 5nesisEri/ adj.必需的,必要的neck / nek/ n.颈,脖子need / ni:d/ vt.需要 v.aux.需要neighbour / 5neibE/ n.邻居;邻人neighbor / 5neibE/ n. 邻居neither / 5naiTE, 5ni:TE/ adj.&pron.(两者)都不nest / nest/ vi.筑巢 vt.为⋯筑巢never / 5nevE/ adv.从来没有;决不new / nju:/ adj.新的next / nekst/ a.紧接的;贴近的nice / 5nais/ adj.好的,好看的night / nait/ n.夜,夜间no / nEu/ adv.不,不是none / nQn/ pron.没有人 ad.毫不noon / nu:n/ n.中午,正午nor / nR:/ conj.也不;不north / nR:W/ n.北部,北方nose / nEuz/ n.鼻子not / nRt/ ad.不,没有note / nEut/ n.钞票,纸币;笔记nothing / 5nQWiN/ n.没有东西 ad.毫不notice / 5nEutis/ vt.注意 n.通知;注意now / nau/ ad.现在;立刻;于是number / 5nQmbE/ vt.共计,达⋯之数oak / Euk/ n.栎属植物;栎木object / 5RbdVikt Eb5dVekt/ n.物,物体;目的ocean / 5EuFEn/ n.海洋;洋of / Rv, Ev/ prep....的off / R:f/ prep.&adv.(离)开offer / 5RfE/ vt.提供;提出 n.提供office / 5Rfis/ n.办公室;处,局,社officer / 5RfisE/ n.军官often / 5R:fn/ ad.经常,常常oh / Eu/ int.嗬,哦,唉呀old / Euld/ a.老的;⋯岁的on / Rn/ prep.在...上once / wQns/ ad.一次;曾经 n.一次one / wQn/ pron.一(个,只...)only / 5Eunli/ ad.只,仅仅 a.唯一的open / 5EupEn/ a.开的;开放的 vt.开or / R:, E/ conj.或者order / 5R:dE/ n.定货;定货单other / 5QTE/ pron.另一个人(或物)ought / R:t/ v.aux 早应该,本应our / 5auE/ pron.我们的out / aut/ ad.出,在外;现出来outside / 5aut5said/ n.外部;外表a.外部的over / 5EuvE/ adv.结束,完了own / Eun/ vt.所有;拥有page / peidV/ n.页,页码pain / pein/ n.疼;疼痛paint / peint/ vt.漆,画 n.油漆pair / pZE/ n.一对 vi.成对,配对paper / 5peipE/ vt.用纸包装(或覆盖)part / pa:t/ n.一部分;零件;本份party / 5pa:ti/ n.聚会pass / pa:s/ v.传递(用具等)past / past/ prep.过;经过path / pa:W/ n.路,小道;道路pay / pei/ vt.给...报酬 n.工资peace / pi:s/ n.和平pen / pen/ n.钢笔people / 5pi:pl/ n.人民,民族;人perfect / 5pE:fikt, 5pE:fekt/ adj.极好的,完美的perhaps / pE5hAps/ adv.也许,可能person / 5pE:sn/ n.人;人身;本人pick / pik/ n.镐,鹤嘴锄picture / 5piktFE/ n.图画,照片piece / pi:s/ n.(文艺作品的)篇,首place / pleis/ n.地方,地点;住所plain / plein/ n.平原 a.清楚的plan / plAn/ n.&vt.计划,打算plant / pla:nt/ n.植物;工厂 vt.栽种play / plei/ n.戏剧,表演;玩耍pleasant / 5pleznt/ adj.令人愉快的please / pli:z/ vt.使高兴,请vi.满意pleasure / 5pleVE/ n.愉快,快乐;乐事point / pRint/ n.观点;论点;要点poor / puE/ adj.可怜的;贠穷的possible / 5pRsEbl/ adj.可能的post / pEust/ vt.投寄,邮寄 n.邮局pound / paund/ n.英镑(英国货币单位)power / 5pauE/ n.能力;力;权;幂practice / 5prAktis/ n.实践;练习;业务practise / 5prAktis/ vt.练习prepare / pri5pZE/ vt.&vi.准备;预备present / 5preznt/ a.现在的 n.目前press / pres/ n.印刷机,印刷所pretty / 5priti/ a.漂亮的,标致的price / prais/ n.价格;代价prince / 5prins/ n.王子,亲王promise / 5prRmis/ n.诺言 vt.&vi.答应proper / 5prRpE/ a.合乎体统的,正派的proud / praud/ adj.骄傲的;自豪的prove / pru:v/ vt.证明,证实public / 5pQblik/ adj.公共的,公众的pull / pul/ vt.拉,拖;拉,拉力pure / pjuE/ a.纯粹的;纯洁的purpose / 5pE:pEs/ n.目的;意图;效果put / put/ vt.放,摆;使处于quarter / 5kwR:tE/ n.四分之一;一刻钟queen / kwi:n/ n.女王;王后question / 5kwestFEn/ n.发问;问题;疑问quick / kwik/ adj.快的,迅速的quiet / 5kwaiEt/ adj.安静的,平静的quite / kwait/ adv.很,十分race / reis/ n.比赛;赛跑;赛马rain / rein/ v.下雨 n.雨raise / 5reiz/ vt.提出,发起,发出rapid / 5rApid/ adj.快的,迅速的rather / 5ra:TE/ ad.宁可,宁愿;相当reach / ri:tF/ vt.&vi.伸手去够..read / ri:d/ v.读ready / 5redi/ adj.准备好的,有准备real / riEl/ a.真的;现实的reason / 5ri:zn/ n.理由;理性 vi.推理receive / ri5si:v/ vt.收到,接到red / red/ adj.红色的remain / ri5mein/ vi.保持,仍是;剩下remember / ri5membE/ vt.记得,想起;记住第一级6reply / ri5plai/ vt.&n.回答;答复report / ri5pR:t/ vt.,vi.&.n.报告,汇报require / ri5kwaiE/ vt.需要;要求rest / rest/ vi.&vt.(使)支撑(在)return / ri5tE:n/ vi.&n.回来,返回rich / ritF/ adj.有钱的,富裕的ride / raid/ vt.&vi.骑(马,自行车)right / rait/ adv.正好,恰恰ring / riN/ n.环形物(如圈、环等)rise / raiz/ vi.起立;升起;上涨river / 5rivE/ n.江,河road / rEud/ n.路,道路,公路rock / rRk/ vt.摇,使动摇 vi.摇roll / rEul/ vi.打滚;滚动roof / ru:f/ n.屋顶;顶,顶部room / ru:m, rum/ n.房间rose / rEuz/ n.玫瑰花round / raund/ prep.围(绕)着row / rEu/ n.(一)排,(一)行rule / ru:l/ n.规则;规定run / rQn/ v.跑rush / rQF/ vi.冲,奔 vt.催促sad / sAd/ adj.悲哀的safe / seif/ adj.安全的sail / seil/ vi.航行salt / sR:lt/ n.盐same / seim/ adj.同样的sand / sAnd/ n.沙,沙地save / seiv/ vt.救,挽救saw / sR:/ n.锯子 vt.锯,锯开say / sei/ v.说,讲school / sku:l/ n.学校sea / si:/ n.海洋,海season / 5si:zn/ n.季,季节,时节second / 5sekEnd/ num.第二 a.二等的see / si:/ v.看,看见;了解seed / si:d/ n.种子seek / si:k/ vt.寻找,探索;试图seem / si:m/ vi.好像,似乎seize / si:z/ vt.捉,抓;掠夺self / self/ n.自我,自己sell / sel/ vt.&vi.卖send / send/ vt.送;派遣;发射separate / 5sepEreit, 5sepErit/ a.分离的;个删的serve / sE:v/ vt.开(饭),上(菜)service / 5sE:vis/ n.服务set / set/ n.(一)套 vt.镶,嵌settle / 5setl/ vt.安排;安放;调停seven / 5seven/ num.七several / 5sevrEl/ adj.&pron.几个,数个shade / Feid/ n.(色彩的)浓淡,深浅shake / Feik/ vt.摇,使震动 n.摇动shall / FAl, FEl/ v.aux.(我,我们)将要shape / Feip/ n.形状;情况 vt.形成she / Fi:, Fi/ pron.她sheep / Fi:p/ n.羊,绵羊shine / Fain/ v.照耀;发光ship / Fip/ n.轮船shoe / Fu:/ n.鞋shop / FRp/ n.商店,店铺;车间shore / FR:/ n.滨,岸short / FR:t/ adj.矮的should / Fud, FEd/ aux.v.将;万一;就shoulder / 5FEuldE/ vt.承担,挑起,肩负shout / Faut/ vi.vt.&n.喊;高呼show / FEu/ vt.给⋯看;表明shut / FQt/ vt.&vi.关闭sick / sik/ a.有病的;恶心的side / said/ n.边;面sight / sait/ n.视力;视觉;见sign / sain/ n.征兆,迹象,病症silk / silk/ n.(蚕)丝;丝织品,绸silver / 5silvE/ n.银;银子;银器simple / 5simpl/ adj.单纯的;简易的since / sins/ conj.由于;既然sing / siN/ v.唱,演唱single / 5siNgl/ a.单一的;独身的sir / sE:/ n.先生,阁下;⋯爵士sister / sistE/ n.姐、妹sit / sit/ v.坐six / siks/ num.六size / saiz/ n.尺寸,大小skin / skin/ n.皮,皮肤sky / skai/ n.天空sleep / sli:p/ v.&n.睡,睡眠slow / slEu/ a.慢的;迟钝的small / smR:l/ a.小的,少的;小型的smile / smail/ v.微笑smoke / smEuk/ n.烟;抽烟 vi.冒烟snow / snEu/ n.雪 vi.下雪so / sEu/ adv.这么,那么soft / sRft/ adj.软的;柔和的soil / sRil/ n.土壤;土地soldier / 5sEuldVE/ n.士兵,战士some / sQm/ adj.&pron.一些something / 5sQmWiN/ pron.某事,某物sometime / 5sQmtaim/ adv.在某一时候sometimes / 5sQmtaimz/ ad.不时,有时son / sQn/ n.儿子song / sRN/ n.歌曲soon / su:n/ adv.不久;很快sort / sR:t/ n.种类;类删 vt.整理soul / sEul/ n.灵魂;精神;人sound / saund/ a.健康的;完好的south / sauW/ n.南,南方 a.南方的space / speis/ n.空间;场地;空白speak / spi:k/ v.说话spend / spend/ vt.用钱,花费;度过spirit / 5spirit/ n.精神;气魄;情绪spot / spRt/ n.点;班点;地点spread / spred/ vt.伸开;传播 n.传播spring / spriN/ n.春天,导square / skwZE/ n.正方形;广场stand / stAnd/ vi.站;坐落 n.架,台star / sta:/ vt.&vi.主演start / sta:t/ vt.开始 vi.出发state / steit/ n.州;国家;政府station / 5steiFEn/ vt.驻扎;安置stay / stei/ vi.停留;暂住step / step/ n.(脚)步;步骤 vi.走stick / stik/ vt.&vi.伸,伸出still / stil/ adj.寂静的;静止的stock / stRk/ n.原料;库存品;股本stone / stEun/ n.果核,(水果的)硬核stop / stRp/ vt.塞住;阻止;停止store / stR:/ vt.存贮,储藏storm / stR:m/ n.风暴;暴(风)雨story / 5stR:ri/ n.故事,小说,传说词频分级记忆手册7storey / 5stR:ri/ n.(层)楼straight / streit/ a.直的;正直的 ad.直strange / streindV/ a.陌生的;奇怪的stream / stri:m/ n.(小)河;溪流street / 5stri:t/ n.街道strength / streNW/ n.力量;力气strike / straik/ vt.&vi.打;击strong / strRN/ adj.坚固的;强有力的study / 5stQdi/ v.学习subject / 5sQbdVikt, sQb5dVekt/ n.题目;学科;主语such / sQtF/ adv.那么 adj.这样的sudden / 5sQdn/ a.突然的,意外的suffer / 5sQfE/ vi.受苦 vt.遭受sugar / 5FugE/ n.糖suit / sju:t/ n.一套(衣服)summer / 5sQmE/ n.夏,夏季sun / sQn/ n.太阳,日supply / sE5plai/ vt.&n.供给,供应suppose / sE5pEuz/ vt.假定;猜想sure / FuE/ adj.确信的,肯定的surprise / sE5praiz/ n.惊奇,诧异sweet / swi:t/ adj.甜的table / 5teibl/ n.桌子tail / teil/ n.尾巴;尾部take / teik/ v.拿,取;就座talk / tR:k/ v.说话,谈话tall / tR:l/ adj.高的taste / teist/ vt.尝;尝到 n.味觉teach / ti:tF/ vt.讲;教育 vt.教书teacher / 5ti:tFE/ n.教师tear / tiE, tZE/ vt.扯开,撕裂tell / tel/ v.告诉;讲述ten / ten/ num.十than / TAn, TEn/ conj.比thank / WANk/ v.谢谢that / TAt/ a.那 pron.那 ad.那样the / TE, Ti/ art.这(那)个;这些their / TZE/ pron.他(她、它)们的them / Tem, TEm/ pron.他(她)们,它们themselves / TZm5selvz/ pron.他们自己then / Ten/ adv.那么;然后there / TZE/ adv.那儿therefore / 5TZEfR:/ adv.因此;所以these / Ti:z/ pron.&adj.这些they / Tei/ pron.他们(她们,它们)thick / Wik/ adj.厚的;浓的thin / Win/ adj.瘦的thing / WiN/ n.事情,东西think / WiNk/ vt.想;想要;认为third / WE:d/ num.第三this / Tis/ pron.&adj.这,这个those / TEuz/ pron.&adj.那些though / TEu/ conj.虽然 ad.可是thought / WR:t/ n.思想;思维;想法thousand / 5WauzEnd/ num.千three / Wri:/ num.三through / Wru:/ prep.穿过ad.从头到尾throw / WrEu/ vt.&vi.投掷;摔倒thus / TQs/ ad.如此,这样;因而tie / tai/ vt.(用绳等)系,栓till / til/ prep.conj.直到⋯为止time / taim/ n.时间tire / 5taiE/ vi.疲劳,累;厌倦to / tu:, tu, tE/ prep.到...today / tE5dei/ ad.在今天;现在together / tE5geTE/ ad.共同,一起tomorrow / tE5mRrEu/ ad.在明天 n.明天tongue / tQN/ n.舌头;语言;口语too / tu:/ adv.也top / tRp/ n.顶;首位 a.顶的touch / tQtF/ vt.触摸;接触toward / tE5wR:d/ prep. 向,对于,为了town / taun/ n.镇,市镇,城镇trade / treid/ vi.经商,进行贸易train / trein/ n.火车travel / 5trAvl/ vi.&n.旅行tree / tri:/ n.树trip / trip/ vi.绊;失足 vt .绊倒trouble / 5trQbl/ n.烦恼;困难 vi.烦恼true / tru:/ a.真的;忠实的trust / trQst/ vt.&n.信任truth / tru:W/ n.真理;真相try / trai/ vt.审问,审判turn / tE:n/ v.翻;转twelve / twelv/ num.十二twenty / 5twenti/ num.二十,二十个two / tu:/ num.二uncle / 5QNkl/ n.叔,伯,舅,姨父under / 5QndE/ prep.在...下面understand / QndE5stAnd/ vt.懂;获悉 vi.懂得unit / 5ju:nit/ n.单位;单元;部件until / En5til/ conj.直到...为止up / Qp/ ad.向上;起床,起来upon / E5pRn/ prep.在...上面us / Qs, Es/ pron.(宾格)我们use / ju:z, ju:s/ vt.用;耗费 n.用usual / 5ju:VuEl/ adj.通常的;平常的valley / 5vAli/ n.流域;(山)谷value / 5vAlju:/ vt.尊重,重视,评价very / 5veri/ ad.很;完全 a.真的view / vju:/ n.视域village / 5vilidV/ n.乡村,村庄visit / 5vizit/ vt.常去voice / vRis/ n.说话声;意见;语态wait / weit/ vi.等,等候 n.等待walk / wR:k/ vi.&n.走,步行wall / wR:l/ n.墙,壁,围墙,城墙want / wRnt/ vt.要,想要;需要war / wR:/ n.战争;冲突,斗争warm / wR:m/ adj.暧和的wash / wRF/ vt.洗;冲出 vi.洗涤waste / weist/ n.&vt.浪费watch / wRtF/ n.手表water / 5wR:tE/ n.水wave / weiv/ n.波,波浪;波动way / wei/ n.路;路线;方向we / wi:/ pron.(主格)我们weak / wi:k/ a.弱的;软弱的wear / wZE/ vt.穿,戴weather / 5weTE/ n.天气week / wi:k/ n.星期,周weight / weit/ n.重;砝码;重担well / wel/ n.井;泉水;深坑west / west/ n.西部,西方what / wRt/ pron.&adj.什么wheat / wi:t/ n.小麦wheel / wi:l/ n.轮,车轮when / wen/ ad.什么时候;当⋯时第一级8where / wZE/ adv.在哪里whether / 5weTE/ conj.是否which / 5witF/ pron.哪一个while / wail/ conj.当...的时候white / wait/ adj.白色的who / hu:/ pron.谁;⋯的人whole / hEul/ adj.整个的whom / hu:m/ pron.谁(宾格)whose / hu:z/ pron.谁的;哪个人的why / wai/ ad.为什么wide / waid/ adv.广阔地;充分地wife / waif/ n.妻子wild / waild/ a.野生的;野蛮的wife / waif/ n.妻子wild / waild/ a.野生的;野蛮的will / wil/ v.aux.将;会;愿win / win/ vi.获胜 vt.赢得wind / wind, waind/ n.风window / 5windEu/ n.窗子,窗户,窗口wing / wiN/ n.翅膀winter / 5wintE/ n.冬天,冬季wise / waiz/ adj.有智慧的,聪明的wish / wiF/ vt.&n.希望;祝愿with / wiT/ prep.带有without / wiT5aut/ prep.无,没有,不woman / 5wumEn/ n.妇女,女人wonder / 5wQndE/ n.惊异,惊奇;奇迹wonderful / 5wQndEful/ adj.极好的,精彩的wood / wud/ n.树林word / wE:d/ n.词,单词work / wE:k/ v.&n.工作world / wE:ld/ n.世界worth / wE:W/ adj.值得...的would / wud, wEd/ aux.v.将;愿;总是write / rait/ vt.书写;写 vi.写wrong / rRN/ a.错误的 ad.错,不对yard / ja:d/ n.码(英美长度单位)year / jE:, jiE/ n.年;年年yellow / 5jelEu/ adj.黄色的yes / jes/ adv.是,是的yesterday / 5jestEdi/ n.&ad.昨天,昨日yet / jet/ adv.仍然you / ju:, ju/ pron.你,你们young / jQN/ adj.年青的your / jR:/ pron.你的,你们的。

词频统计的主要流程

词频统计的主要流程

词频统计的主要流程引言词频统计是一种非常常见且实用的文本分析方法,它可以揭示文本中词语的使用情况和重要性。

在文本挖掘、自然语言处理、信息检索等领域中,词频统计被广泛应用于文本预处理、特征提取和文本分类等任务中。

本文将介绍词频统计的主要流程,包括数据预处理、构建词汇表、计算词频和排序等关键步骤。

我们将逐步深入探讨这些步骤,并给出详细的示例代码,以帮助读者更好地理解词频统计的过程和方法。

数据预处理在进行词频统计之前,需要对原始文本进行预处理,以便去除无用的标点符号、停用词等干扰因素,并将文本转换为合适的形式进行处理。

数据预处理的具体步骤如下: 1. 将文本转换为小写字母,以避免大小写的差异对统计结果造成影响。

2. 去除标点符号,包括句号、逗号、双引号等。

3. 去除停用词,停用词是指在文本分析中无实际含义的高频词汇,如“的”、“了”、“是”等。

常用的停用词列表可以从开源项目或自然语言处理工具包中获取。

4. 进行词干提取,将词语的不同形式转换为其原始形式。

例如,将单词的复数形式、时态变化等转换为词干形式。

5. 分词,将文本按照词语为单位进行切分。

常用的中文分词工具包有jieba、snownlp等。

下面给出一个示例代码,展示如何对原始文本进行数据预处理:import reimport stringfrom nltk.corpus import stopwordsfrom nltk.stem import SnowballStemmerimport jiebadef preprocess_text(text):# 将文本转换为小写text = text.lower()# 去除标点符号text = text.translate(str.maketrans('', '', string.punctuation)) # 去除停用词stop_words = set(stopwords.words('english')) # 英文停用词text = ' '.join([word for word in text.split() if word not in stop_words]) # 进行词干提取stemmer = SnowballStemmer('english')text = ' '.join([stemmer.stem(word) for word in text.split()]) # 中文分词text = ' '.join(jieba.cut(text))return text# 示例文本text = "Hello, world! This is a sample text."preprocessed_text = preprocess_text(text)print(preprocessed_text)以上代码演示了如何对英文文本进行预处理。

词频(五星)

词频(五星)

1.ability[ә'biliti]n.能力,能耐,本领2.above[ә'bʌv]prep.在…上面,高于3.absolutely['æbsәlu:tli]ad.完全地,绝对地4.abuse[ә'bju:z, ә'bju:s]vt.滥用,虐待n.滥用5.accepted[әk'septid]a. 一般承认的,公认的6.accuse[ә'kju:z]vt.指责,归咎于7.achieve[ә'tʃi:v]vt.完成,实现,达到8.active['æktiv]a.活跃的,积极的9.activity[æk'tiviti]n.活动,活力,行动10.addition[ә'diʃәn]n.加,加法,附加物11.address[ә'dres]n.地址,演说,谈吐12.administration[әdminis'treiʃәn]n.管理,管理部门13.admit[әd'mit]vt.承认,准许…进入14.adopt[ә'dɔpt]vt.收养,采用,采取15.adult['ædʌlt]n.成年人a.成年的16.advance[әd'va:ns]vi.前进,提高n.进展17.advantage[әd'va:ntidʒ]n.优点,优势,好处18.advice[әd'vais]n.劝告,忠告,意见19.affair[ә'fɛә]n.事情,事件,事务20.affect[ә'fekt]vt.影响,感动21.afternoon['a:ftә'nu:n]n.下午,午后22.agency['eidʒәnsi]n.经办,代理,代理处23.agent['eidʒәnt]n.代理人,代理商24.agreement[ә'gri:mәnt]n.协定,协议,同意25.ahead[ә'hed]ad.在前,向前,提前26.AIDS[]n.艾滋病,即获得性免疫缺损综合症27.aim[eim]vi.瞄准,针对,致力28.aircraft['ɛәkra:ft]n.飞机,飞行器29.airline['ɛәlain]n.航空公司,航线30.airport['ɛәpɔ:t]n.机场,航空站31.album['ælbәm]n.集邮本,照相簿,唱片32.allege[ә'ledʒ]vt.宣称,申述,主张,断言33.all right[]→right 成语34.ally['ælai, ә'lai]n.盟国,同盟者,伙伴35.alone[ә'lәun]a.单独的ad.单独地36.alternative[ɔ:l'tә:nәtiv]n.替换物,两者选一的37.amount[ә'maunt]n.总数,数量,和38.analyst['ænәlist]n.分析者39.animal['ænimәl]n.动物,兽a.动物的40.annual['ænjuәl]a.每年的n.年报41.anyone['eniwʌn]pron.任何人42.anyway['eniwei]ad.无论如何43.apart[ә'pa:t]ad.相隔,分开,除去44.apparently[ә'pærәntli]ad.看来,显然地45.appeal[ә'pi:l]vi.n.呼吁,申述46.appearance[ә'piәrәns]n.出现,来到,外观47.apply[ә'plai]vt.应用,实施,使用48.approach[ә'prәutʃ]vt.向…靠近n.靠近49.approve[ә'pru:v]vt.赞成,批准50.April['eiprәl]n.四月51.aren't[]不是52.argue['a:gju:]vi.争论,争辩,辩论53.argument['a:gju:mәnt]n.争论,辩论,理由54.armed[ɑ:md]a. 武装的,有防卫器官的55.arrange[ә'reindʒ]vt.筹备,整理,调解56.arrest[ә'rest]vt.逮捕,拘留57.arrive[ә'raiv]vi.到达58.article['a:tikl]n.文章,条款,物品59.artist['a:tist]n.艺术家,美术家60.aspect['æspekt]n.方面,样子,外表61.assess[ә'ses]vt.对(财产等)估价62.asset['æset]n. 资产,有用的东西63.association[әsәusi'eiʃәn]n.协会,团体,联合64.assume[ә'sju:m]vt.假定,承担,呈现65.attend[ә'tend]vt.出席,照顾,护理66.attention[ә'tenʃәn]n.注意,留心,注意力67.attitude['ætitju:d]n.态度,看法,姿势68.attract[ә'trækt]vt.吸引,诱惑69.audience['ɔ:djәns]n.听众,观众70.August[ɔ:'gʌst]n.八月71.aunt[a:nt]n.伯母,婶母,姑母72.author['ɔ:θә]n.作者,作家73.average['ævәridʒ]n.平均数 a.平均的74.avoid[ә'vɔid]vt.避免,躲开,撤消75.award[ә'wɔ:d]n.奖,奖品,判定76.aware[ә'wɛә]a.知道的,意识到的77.baby['beibi]n.婴儿78.bag[bæg]n.袋,包79.balance['bælәns]vt.使平衡,称n.天平80.ball[bɔ:l]n.球,舞会81.ban[bæn]n. 禁令vt. 禁止,取缔82.band[bænd]n.乐队,带,波段《柯林斯词典词频分级词汇》83.bar[ba:]n.酒吧间,条,杆84.basic['beisik]a.基本的,基础的85.basis['beisis]n.基础,根据86.battle['bætl]n.战役,斗争vi.作战87.bear[bɛә]vt.容忍,负担,生育88.beautiful['bju:tiful]a.美的,美丽的89.bed[bed]n.床,苗圃,河床90.behaviour[bi'heivjә]n.行为,举止;(机器的)特性91.below[bi'lәu]prep.在…下面(以下)92.benefit['benifit]n.利益,恩惠,津贴93.beyond[bi'jɔnd]prep.在…的那边94.bid[bid]n. 出价vt.vi.命令,吩咐,投标95.bill[bil]n.账单,招贴,票据96.bird[bә:d]n.鸟,禽97.blame[bleim]vt.责备,把…归咎于98.block[blɔk]n.街区vt.堵塞,拦阻99.blood[blʌd]n.血液,血统100.blow[blәu]vi.吹,吹动,吹响101.board[bɔ:d]n.板102.boat[bәut]n.小船,艇,渔船103.bomb[bɔm]n.炸弹vt.轰炸104.bond[bɔnd]n.联结,联系,债券105.border['bɔ:dә]n.边缘,边界106.born[bɔ:n]a.天生的,出生的107.boss[bɔs]n.老板,上司vt.指挥108.bottle['bɔtl]n.瓶子109.bottom['bɔtәm]n.底,底部,根基110.box[bɔks]n.箱,盒,包箱111.brain[brein]n.脑,脑力112.bridge[bridʒ]n.桥梁,桥牌113.brief[bri:f]a.简短的vt.作简报114.bright[brait]a.明亮的,聪明的115.broad[brɔ:d]a.宽的,阔的,广泛的116.budget['bʌdʒit]n.预算117.burn[bә:n]vi.烧,燃烧118.cabinet['kæbinit]n.橱,柜,内阁119.camera['kæmәrә]n.照相机,摄影机120.camp[kæmp]n.野营,营地,兵营121.cancer['kænsә]n.癌,癌症122.candidate['kændidit]n.候选人,投考者123.captain['kæptin]n.陆军上尉,队长124.caption[kæpʃәn]n.标题125.card[ka:d]n.卡片,名片126.career[kә'riә]n.生涯,职业,经历127.careful['kɛәful]a.仔细的,细致的128.cash[kæʃ]n.现金,现款129.cast[ka:st]vt.投,扔,抛,浇铸130.catch[kætʃ]vt.捉住,赶上,领会131.cell[sel]n.细胞,小房间132.certain['sә:tәn]a.确实的,肯定的133.certainly['sә:tәnli]ad.一定,必定,当然134.chair[tʃɛә]n.椅子135.chairman['tʃɛәmәn]n.主席136.challenge['tʃælәndʒ]n.挑战137.champion['tʃæmpjәn]n.冠军138.championship['tʃæmpjәnʃip]n.冠军139.channel['tʃænl]n.海峡,渠道,频道140.chapter['tʃæptә]n.章,回,篇141.character['kæriktә]n.性格,特性,角色142.cheap[tʃi:p]a.廉价的,劣质的143.check[tʃek]n.支票144.chemical['kemikl]a.化学的n.化学制品145.choice[tʃɔis]n.选择146.choose[tʃu:z]vt.选择,挑选147.Christian['kristjәn]n.基督教徒148.Christmas['krismәs]n.圣诞节149.church[tʃә:tʃ]n.教堂,教会150.circle['sә:kl]n.圆圈,圈子151.citizen['sitizn]n.公民,市民,居民152.City['siti]n.城市153.civil['sivl]a.公民的,文职的154.classic['klæsik]n.名著,杰作 a.经典的,古典的155.clean[kli:n]a.清洁的,纯洁的156.clothes[klәuðz]n.服装,被褥157.coach[kәutʃ]n.长途公共汽车158.coast[kәust]n.海岸,海滨(地区) 159.cold[kәuld]a.冷的,冷淡的n.冷160.collapse[kә'læps]vi.倒坍,崩溃,瓦解161.colleague['kɔli:g]n.同事162.collect[kә'lekt]vt.收集163.collection[kә'lekʃәn]n.收集,收藏品164.college['kɔlidʒ]n.学院,大学ment['kɔment]n.评论,意见,注释mercial[kә'mә:ʃәl]a.商业的,商品化的mission[kә'miʃәn]n.委任状,委任mit[kә'mit]vt.犯(错误),干(坏事)munist['kɔmjunist]n.共产党员petition[kɔmpә'tiʃәn]n.竞争,比赛plain[kәm'plein]vi.抱怨,拆苦,控告plex['kɔmpleks]a.结合的,复杂的puter[kәm'pju:tә]n.计算机174.conduct['kɔndәkt, kәn'dʌkt]n.举止,行为,指导175.confidence['kɔnfidәns]n.信任,信心176.confirm[kәn'fә:m]vt.证实,肯定,批准177.conflict['kɔnflikt, kәn'flikt]n.争论,冲突,斗争178.conservative[kәn'sә:vәtiv]a.保守的n.保守的人179.considerable[kәn'sidәrәbl]a.相当大的,重要的180.constant['kɔnstәnt]a.经常的,永恒的181.consumer[kәn'sju:mә]n.消费者,用户182.contact['kɔntækt, kәn'tækt]vt.使接触,与…联系183.contain[kәn'tein]vt.包含,容纳184.contract['kɔntrækt, kәn'trækt]n.契约,合同185.cook[kuk]vt.烹调,煮186.cool[ku:l]a.凉的,冷静的187.copy['kɔpi]n.抄件,拷贝vt.抄写,复制188.corner['kɔ:nә]n.角,犄角,边远地区189.correct[kә'rekt]a.正确的vt.纠正190.correspondent[kɔris'pɔndәnt]n.记者191.count[kaunt]vt.计算vi.数,计数192.county['kaunti]n.郡,县193.couple['kʌpl]n.夫妇,一对,几个194.cousin['kʌzn]n.堂(表)兄弟(姐妹) 195.crash[kræʃ]vi.碰撞,坠落n.碰撞196.credit['kredit]n.信用,分数197.crime[kraim]n.罪,罪行,犯罪198.criminal['kriminl]n.罪犯199.crisis['kraisis]n.危机200.critic['kritik]n.批评家,爱挑剔的人201.critical['kritikәl]a.决定性的,批评的202.criticism['kritisizәm]n.批评,批判,评论203.cross[krɔs]vt.穿过,使交叉204.crowd[kraud]n.群,大众,一伙人205.cry[krai]vi.哭泣,叫喊206.culture['kʌltʃә]n.文化,文明,教养207.currency['kʌrәnsi]n.通货,货币,流通208.customer['kʌstәmә]n.顾客,主顾209.daily['deili]a.每日的n.日报210.damage['dæmidʒ]vt.损害,毁坏n.损害211.dance[da:ns]vi.跳舞n.舞212.danger['deindʒә]n.危险213.dangerous['deindʒrәs]a.危险的214.dark[da:k]a.暗的,黑色的215.data['deitә]n.数据,资料216.date['deit]n.日期,约会217.dead[ded]a.死的218.death[deθ]n.死亡219.debate[di'beit]n.vi.争论,辩论220.debt[det]n.债务,欠债221.decade['dekeid]n.十年222.December[di'sembә]n.十二月223.declare[di'klɛә]vt.断言,声明224.decline[di'klain]vt.下倾,偏斜,衰退225.deep[di:p]a.深的,纵深的226.defeat[di'fi:t]vt.战胜,击败227.defence[di'fens]n.防御,辩护228.defend[di'fend]vt.保卫,防守229.deficit['difisit]n.赤字,不足额230.degree[di'gri:]n.程度,度,学位231.delay[di'lei]vt.推迟,耽搁,延误232.deliver[di'livә]vt.投递,送交233.democracy[di'mɔkrәsi]n.民主,民主制234.democrat['demәkræt]n.民主主义者,民主人士235.democratic[demә'krætik]a.民主的236.deny[di'nai]vt.否认,拒绝237.depend[di'pend]vi.依靠,依赖238.deputy['depjuti]n. 代理人,代表,副警长239.desire[di'zaiә]vt.相望,要求n.愿望240.desk[desk]n.书桌,办公桌241.despite[dis'pait]prep.不管,不顾242.destroy[dis'trɔi]vt.破坏,消灭243.detail['di:teil]n.细节244.determine[di'tә:min]vt.决定,决心245.diet['daiәt]n.饮食,食物246.difference['difrәns]n.差别,分歧247.difficulty['difikәlti]a.困难248.dinner['dinә]n.正餐,宴会249.direction[di'rekʃәn]n.方向,指导250.discover[dis'kʌvә]vt.发现,暴露,显示251.discuss[dis'kʌs]vt.讨论252.discussion[dis'kʌʃәn]n.讨论253.disease[di'zi:z]n.疾病254.dismiss[dis'mis]vt.解雇,解散255.display[dis'plei]vt.陈列,展览,显示256.dispute[dis'pju:t]vi.n.争论,争执257.distance['distәns]n.距离,远处258.district['distrikt]n.地区,区域259.divide[di'vaid]vt.分开,分配,除260.division[di'viʒәn]n.部门,师,分开,除法261.doctor['dɔktә]n.医生,博士262.document['dɔkjumәnt]n.公文,文件263.dog[dɔg]n.狗264.domestic[dә'mestik]a.本国的,家庭的265.dominate['dɔmineit]vt.统治,支配,控制266.double['dʌbl]a.两倍的,双的267.doubt[daut]n.怀疑,疑虑vt.怀疑268.dozen['dʌzn]n.一打,十二个269.dramatic[drә'mætik]a.戏剧性的270.dream[dri:m]n.梦,梦想vi.做梦271.dress[dres]n.女服,童装,服装272.drink[driŋk]vt.喝n.饮料273.drop[drɔp]vt.使落下,降低274.dry[drai]a.干燥的275.due[dju:]a.预期的,应给的276.duty['dju:ti]n.职责,责任,税277.earlier[]a. 早的,初期的;ad. 早地,初期的278.earn[ә:n]vt.挣得,获得279.earth[ә:θ]n.地球,陆地,地面280.eastern['i:stәn]a.东方的,朝东的281.eat[i:t]vt.吃282.economics[i:kә'nɔmiks]n.经济学283.edge[edʒ]n.边缘,刀口284.edition[i'diʃәn]n.版本285.editor['editә]n.编辑,编者286.effective[i'fektiv]a.有效的,有影响的287.egg[eg]n.蛋,卵288.eighteenth['ei'ti:nθ]a. 第十八的,第十八,第十八日289.eighth[eitθ]num.第八n.八分之一290.eightieth['eitiiθ]a. 第八十的,第八十,八十分之一的291.elect[i'lekt]vt.选举,推选292.element['elimәnt]n.成分,要素,元素293.eleventh[i'levnθ]num.第十一(个)294.emerge[i'mә:dʒ]vi.出现,涌现,冒出295.emergency[i'mә:dʒәnsi]n.紧急情况,突然事件296.employee[emplɔi'i:]n.雇员297.encourage[in'kʌridʒ]vt.鼓励,支持,助长298.energy['enәdʒi]n.活力,精力,能量299.engine['endʒin]n.发动机,引擎300.enjoy[in'dʒɔi]vt.享受,欣赏,喜爱301.ensure[in'ʃuә]vt.保证,保护,担保302.enter['entә]vt.进入,参加303.entire[in'taiә]a.全部的,彻底的304.entry['entri]n.入口处,登记,进入305.environment[in'vaiәrәnmәnt]n.环境,外界,围绕306.environmental[invaiәrәn'mentl]a.环境的307.equal['i:kwәl]a.相等的,平等的308.equipment[i'kwipmәnt]n.装备,设备,配备309.escape[is'keip]vi.逃跑,逸出n.逃跑310.especially[is'peʃәli]ad.特别,尤其,格外311.essential[i'senʃәl]a.必要的,本质的312.establish[is'tæbliʃ]vt.建立,设立,确立313.estate[is'teit]n.房地产,财产,产业314.estimate['estimit, 'estimeit]vt.估计,评价n.估计315.evening['i:vniŋ]n.晚上316.eventually[i'ventjuәli]ad.终于,最后317.everybody['evribɔdi]pron.每人,人人318.everyone['evriwʌn]pron.每人,人人319.evidence['evidәns]n.根据,证据,证人320.exact[ig'zækt]a.确切的,精确的321.examine[ig'zæmin]vt.检查,仔细观察322.excellent['eksәlәnt]a.优秀的,杰出的323.except[ik'sept]prep.除…之外324.exchange[iks'tʃeindʒ]vt.交换,交流n.交换325.executive[ig'zekjutiv]a.执行的n.执行者326.exercise['eksәsaiz]n.锻炼,训练vi.练习327.exist[ig'zist]vi.存在,生存328.expensive[iks'pensiv]a.昂贵的,花钱多的329.expert['ekspә:t]n.专家a.熟练的330.explain[iks'plein]vt.解释,为…辩解331.export[eks'pɔ:t, 'ekspɔ:t]vt.输出,出口332.express[iks'pres]vt.表示n.快车,快递333.extend[iks'tend]vt.延长,扩大334.extra['ekstrә]a.额外的ad.特别地335.extremely[iks'tri:mli]ad.极其,非常336.facility[fә'siliti]n.设备,容易,便利337.factor['fæktә]n.因素,因子,系数338.factory['fæktәri]n.工厂339.failure['feiljә]n.失败,失败的人340.fair[fɛә]n.定期集市,博览会341.famous['feimәs]a.著名的342.fan[fæn]n.扇子,风扇vt.扇343.farm[fa:m]n.农场,农庄344.farmer['fa:mә]n.农民,农场主345.fashion['fæʃәn]n.样子,方式,风尚346.fast[fa:st]a.ad.快速的,紧紧的347.fat[fæt]a.肥胖的n.脂肪,肥肉348.favour['feivә]n.关切;支持349.favourite['feivәrit]n.特别喜爱的人(或物) a.最爱的350.feature['fi:tʃә]n.特点,特性,面貌351.February['februәri]n.二月352.federal['fedәrәl]a.联邦的,联盟的353.fee[fi:]n.费,酬金,赏金354.feed[fi:d]vt.喂(养) vi.吃饲料355.feeling['fi:liŋ]n.感情,感觉,知觉356.fellow['felәu]n.人,家伙,伙伴357.female['fi:meil]n.a.女性的,雌性的358.festival['festәvәl]n.节日,音乐节359.field[fi:ld]n.田野,域,运动场360.fifteenth['fif'ti:nθ]a. 第十五的361.fifth[fifθ]num.第五n.五分之一362.fiftieth['fiftiiθ]num.第五十(个) 363.file[fail]n.档案vt.把…归档364.fill[fil]vt.装满,盛满,占满365.finally['fainәli]ad.最后,不可更改的366.finance[fai'næns, fi-]n.财政,金融,财源367.fine[fain]a.美好的,纤细的368.finger['fiŋgә]n.手指369.finish['finiʃ]vt.完成,结束n.结束370.fire['faiә]n.火vi.开火vt.解雇371.fish[fiʃ]n.鱼,鱼肉vi.钓鱼372.fit[fit]vt.vi.适合,安装373.flat[flæt]n.一套房间,单元住宅374.flight[flait]n.航班,飞行,逃跑375.floor[flɔ:]n.地板,楼层376.flow[flәu]vi.流动,飘扬,涨潮377.flower['flauә]n.花378.focus['fәukәs]vi.聚焦,注视n.焦点379.following['fɔlәuiŋ]a.接着的,下列的380.football['futbɔ:l]n.足球381.forget[fә'get]vt.忘记382.form[fɔ:m]n.形式,形状vt.形成383.formal['fɔ:mәl]a.正式的,礼仪上的384.fortieth['fɔ:tiiθ]a. 第四十的,第四十个的,四十分之一的385.forward['fɔ:wәd]ad.向前,今后386.found[faund]vt.创立,创办387.fourteenth['fɔ:'ti:nθ]num. 第十四388.fourth[fɔ:θ]num.第四389.freedom['fri:dәm]n.自由390.frequent['fri:kwәnt]a.经常的391.fresh[freʃ]a.新的,新鲜的392.Friday['fraidi]n.星期五393.fruit[fru:t]n.水果,果实,成果394.fuel[fjuәl]n.燃料vt.给…加燃料395.fully['fuli]ad. 十分地,完全地396.fun[fʌn]n.乐趣,娱乐,玩笑397.function['fʌŋkʃәn]n.功能,职务,函数398.gain[gein]vt.获得,增加n.增进399.garden['ga:dn]n.花园,菜园,公园400.gas[gæs]n.煤气,气体401.gather['gæðә]vi.聚集,集合vt.收集402.gay[gei]a.快乐的,鲜明的403.generally['dʒenәrәli]ad.一般地,通常地404.generation[dʒenә'reiʃәn]n.一代,一代人,产生405.glass[gla:s]n.玻璃,玻璃杯406.goal[gәul]n.球门,得分,目的407.god[gɔd]n.上帝408.gold[gәuld]n.黄金a.金制的409.gone[gɔn]a. 离去的,死去的,用完的410.goods[gudz]n.货物,商品ernor['gʌvәnә]n.统治者,管理者,理事412.grand[grænd]a.宏伟的,重大的413.grant[gra:nt]n.vt.授予,允许414.growth[grәuθ]n.增长,生长415.guarantee[gærәn'ti:]n.保证,担保物416.guard[ga:d]vt.守卫,看守n.卫兵417.guess[ges]vt.vi.n.猜测,推测418.guest[gest]n.客人,宾客419.guide[gaid]n.导游vt.指导420.gun[gʌn]n.枪,炮,手枪421.guy[gai]n. 家伙,人422.hadn't['hædnt]had not 之略423.hair[hɛә]n.头发,毛发424.hand[hænd]n.手,人手425.handle['hændl]n.柄,把手vt.处理426.hang[hæŋ]vt.悬挂,吊死427.happy['hæpi]a.快乐的,幸福的428.hardly['ha:dli]ad.几乎不,简直不429.hasn't['hæznt]has not 之略430.haven't['hævnt]没有431.heart[ha:t]n.心脏,内心432.heat[hi:t]n.热,炎热vt.加热433.heavy['hevi]a.重的,大的434.he'd[hi:d, hid]he had,he would 之略435.highly['haili]ad.高度地,很,非常436.hold[hәuld]vt.拿住,掌握,拥有437.hole[hәul]n.洞,孔眼438.holiday['hɔlәdi]n.假日,节日,假期439.horse[hɔ:s]n.马440.hostage['hɔstidʒ]n.人质,抵押品441.hot[hɔt]a.热的,刺激的,辣的442.hotel[hәu'tel]n.旅馆443.housing[]n. 供给住宅,住宅群444.huge[hju:dʒ]a.巨大的,庞大的445.hurt[hә:t]vt.使受伤,使伤心446.husband['hʌzbәnd]n.丈夫447.ice[ais]n.冰448.ideal[ai'diәl]a.理想的,观念的449.identify[ai'dentifai]vt.认出,识别,鉴定450.ignore[ig'nɔ:]vt.不顾,不理,忽视451.ill[il]a.有病的452.image['imidʒ]n.图像,形象,映象453.imagine[i'mædʒin]vt.想象,设想,料想454.immediate[i'mi:djәt]a.立即的,直接的455.immediately[i'mi:djәtli]adv. 立即,马上,直接地456.impact['impækt]n.影响,作用,冲击457.import[im'pɔ:t 'impɔ:t]vt.n.输入,进口458.impose[im'pәuz]vt.把…强加,征(税)459.impossible[im'pɔsәbl]a.不可能的460.improve[im'pru:v]vi.改善,提高461.incident['insidәnt]n.事件462.income['inkʌm]n.收入,收益463.increasingly[in'kri:siŋli]ad.日益,越来越多地464.indeed[in'di:d]ad.真正地,确实465.indicate['indikeit]vt.标示,表示,表明466.individual[indi'vidjuәl]a.个别的,独特的n.个人467.industrial[in'dʌstriәl]a.工业的,产业的468.inflation[in'fleiʃәn]n.胀大,夸张,通货膨胀469.influence['influәns]n.影响,势力vt.影响470.injury['indʒәri]n.损害,伤害,受伤处471.inside[in'said]prep.在…里面n.内部472.insist[in'sist]vi.坚持,坚持要求473.inspire[in'spaiә]vt.鼓舞,给…以灵感474.instance['instәns]n.例子,实例,事例475.instead[in'sted]ad.代替,顶替476.institute['institju:t]n.研究所,学院477.institution[insti'tju:ʃәn]n.协会,制度,习俗478.insurance[in'ʃuәrәns]n.保险,保险费479.intend[in'tend]vt.想要,打算,意指480.interested['intristid]a.有兴趣的;感兴趣的481.interview['intәvju:]n.接见,会见,面谈482.introduce['intrә'dju:s]vt.介绍,引进,发布483.investigate[in'vestigeit]vt.vi.调查484.investment[in'vestmәnt]n.投资,投入485.investor[in'vestә]n.投资者486.invite[in'vait]vt.邀请,聘请487.involve[in'vɔlv]vt.使卷入,牵涉488.involved[]adj. 卷入的,有密切关系的489.island['ailәnd]n.岛屿490.item['aitәm]n.条,条款,一条491.January['dʒænjuәri]n.一月492.joint[dʒɔint]n.接头,接缝,关节493.journal['dʒә:nl]n.日报,杂志,日志494.journalist['dʒә:nәlist]n.记者,新闻工作者495.judge[dʒʌdʒ]n.法官,裁判员496.July[dʒu:'lai]n.七月497.jump[dʒʌmp]vi.跳,暴涨vt.跳过498.June[dʒu:n]n.六月499.justice['dʒʌstis]n.正义,公正,司法500.key[ki:]n.钥匙,键,答案501.kick[kik]vi.vt.n.踢502.kid[kid]n.小孩,儿童,少年503.king[kiŋ]n.国王,君主504.kitchen['kitʃin]n.厨房505.knowledge['nɔlidʒ]n.知识,学识;消息ck[læk]vt.缺乏,不足n.短缺的东西dy['leidi]n.女士,贵妇人nguage['læŋgwidʒ]n.语言rgely['la:dʒli]ad.大部分st[la:st]vi.持续a.最后的ad.最后n.最后,末尾test['leitist]a. 最近的unch[lɔ:ntʃ]vt.发射,发动n.发射wyer['lɔ:jә]n.律师y[lei]vt.放置, 摆;产卵n.位置515.leadership['li:dәʃip]n.领导516.leading['li:diŋ]a.领导的;领先的517.league[li:g]n.同盟,联盟518.leg[leg]n.腿519.legal['li:gl]a.合法的520.length[leŋθ]n.长度521.let's[lets]让我们522.liberal['libәrәl]a.慷慨的523.lie[lai]vi.说谎;躺,平放n.谎话524.lift[lift]vt.提起,提高vi.升起;(指雾等)消散n.电梯, 起重机525.light[lait]vt.点燃, 照亮a.轻的;浅的n.光线;灯526.limit['limit]vt.限制, 限定n.限度,限制527.link[liŋk]vt.连接n.联系528.listen['lisn]vi.听;听从529.loan[lәun]n.贷款,暂借vt.借出530.long-term[]a. 长期的531.lord[lɔ:d]n.贵族;上帝532.loss[lɔs]n.遗失;失败;损失533.lunch[lʌntʃ]n.午餐534.machine[mә'ʃi:n]n.机器535.magazine[mægә'zi:n]n.杂志,期刊536.mainly['meinli]ad.主要地537.maintain[mein'tein]vt.维持538.majority[mә'dʒɔriti]n.多数539.maker['meikә]n.制造商540.male[meil]a.男的,雄的541.manage['mænidʒ]vt.管理,控制542.management['mænidʒmәnt]n.管理,经营543.manager['mænidʒә]n.经理544.March[ma:tʃ]n.三月545.mark[ma:k]n.记号;分数;痕迹vt.标明;打分vi.作记号546.marriage['mæridʒ]n.婚姻547.marry['mæri]vt.娶,嫁vi.结婚548.mass[mæs]n.大量;群众549.master['ma:stә]vt.精通,掌握n.主人;能手;硕士550.material[mә'tiәriәl]n.材料,原料;素材a.物质的551.May[mei]aux.也许;可以;祝愿n.五月552.maybe['meibi:]ad.大概,也许553.means[mi:nz]n.方法,手段554.meanwhile['mi:n'wail]ad.同时,当时555.measure['meʒә]vt.量,测量n.测量;措施556.media['mi:diә]n. 媒体557.medical['medikәl]a.医学的558.memory['memәri]n.记忆;回忆559.mention['menʃәn]vt.提及,说起n.提及,说起560.message['mesidʒ]vt.通知n.信息,消息;便条,口信561.method['meθәd]n.方法,办法e[mail]n.英里lionth['mIljәnθ]a. 第一百万的,百万分之一的564.ministry['ministri]n.(政府的)部565.minority[mai'nɔriti]n.少数派;少数民族566.Miss[mis]vt.错过;惦念;省略掉567.mission['miʃәn]n.使命,任务568.mistake[mis'teik]n.错误,过失vi.误解,误认为569.mix[miks]vt.使混合;混淆570.model['mɔdl]n.模型;模式;模特儿;模范571.modern['mɔdәn]a.现代的572.Monday['mʌndi]n.星期一573.mortgage['mɔ:gidʒ]n.抵押vt.抵押574.motor['mәutә]n.发动机,机动车575.mountain['mauntin]n.山脉576.mouth[mauθ]n.嘴577.movement['mu:vmәnt]n.动作;活动;移动578.movie['mu:vi]n.电影579.murder['mә:dә]n.谋杀vt.谋杀580.museum[mju:'ziәm]n.展览馆581.Muslim['muslim]n.&a.穆斯林(的),伊期兰教徒(的)582.myself[mai'self]pron.我自己583.narrow['nærәu]a.狭的,狭窄的584.nationalist['næʃәnәlist]n.民族主义者a.国家主义的585.natural['nætʃәrәl]a.天然的;自然的586.nature['neitʃә]n.大自然;本性587.nearly['niәli]ad.差不多588.necessary['nesisәri]a.必要的,必然的589.negotiate[ni'gәuʃieit]vi.谈判,议定590.negotiation[nigәuʃi'eiʃәn]n.谈判, 磋商591.neither['naiðә, 'ni:ðә]a.(两者)都不的pron.两者都不conj. 也不work['netwә:k]n.网状物;网络593.newspaper['nju:zpeipә]n.报纸594.nice['nais]a.美好的,令人愉快的595.nineteenth['nain'ti:nθ]num.第十九596.ninetieth['n:intiiθ]a. 第九十,九十分之一597.ninth[nainθ]num.第九598.nobody['nәubәdi]pron.没有人n.无足轻重的人599.none[nʌn]pron.没有人ad.毫不a.没有的600.no one[]n. 没有人601.nor[nɔ:]conj.也不602.normal['nɔ:ml]a.正常的,普通的603.north-east[]n. 东北方604.north-west[]n. 西北605.note[nәut]n.笔记;便条;注释;钞票vt.记录;留意606.notice['nәutis]vt.注意n.通知;注意607.novel['nɔvәl]n.小说a.新奇的,新颖的608.November[nәu'vembә]n.十一月609.nuclear['nju:kliә]a.原子核的;核心的610.object['ɔbdʒikt әb'dʒekt]vi.反对n.物体;目的611.obvious['ɔbviәs]a.显而易见的612.obviously['ɔbviәsli]ad.明显地613.occasion[ә'keiʒәn]n.场合;时机;盛大的活动614.occupy['ɔkjupai]vt.占领,占有;忙碌615.occur[ә'kә:]vi.发生616.October[ɔk'tәubә]n.十月617.odd[ɔd]a.奇数的;古怪的618.okay['әu'kei]a.好的ad.好619.opinion[ә'pinjәn]n.意见,看法620.opportunity[ɔpә'tju:niti]n.机会621.opposition[ɔpә'ziʃәn]n.敌对;相对622.option['ɔpʃәn]n.选择623.order['ɔ:dә]n.命令;次序;治安,秩序vt.命令;定购anization[ɔ:gәnai'zeiʃәn]n.组织,机构anize['ɔ:gәnaiz]vt.组织,编组626.original[ә'ridʒәnәl]a.最初的;新颖的n.创新627.otherwise['ʌðәwaiz]ad.另外,要不然628.overall['әuvәrɔ:l]n.罩衫 a.全面的;全部的629.owner['әunә]n.物主630.pack[pæk]vt.捆扎,打包;挤满n.包631.package['pækidʒ]n.包裹632.pain[pein]n.痛苦;疼痛633.paint[peint]n.油漆; 颜料vt.画;油漆vi.绘画;油漆634.painting['peintiŋ]n.油画;绘画635.pair[pɛә]n.一对(夫妇)vi.配对636.park[pa:k]n.公园;停车场vt.停车637.parliament['pa:lәmәnt]n.议会,国会638.particular[pә'tikjulә]a.特殊的,特定的639.particularly[pә'tikjulәli]ad.特别,尤其640.partner['pa:tnә]n.伙伴,搭挡,合伙人;配偶641.patient['peiʃәnt]a.耐心的n.病人642.pattern['pætәn]n.式样,模型643.payment['peimәnt]n.支付,付款644.perfect['pә:fikt, 'pә:fekt]vt.改善a.完美的645.perform[pә'fɔ:m]vt.执行;演出646.performance[pә'fɔ:mәns]n.履行;表演;表现647.period['piәriәd]n.时期;句号648.personal['pә:sәnl]a.私人的,本人的649.phone[fәun]n.电话vt.打电话650.photograph['fәutәgra:f]n.照片651.physical['fizikәl]a.身体的;物质的;物理的652.pick[pik]vt.拾;采摘;挑选653.picture['piktʃә]n.图片,照片vt.想象;描绘654.piece[pi:s]n.片,块655.plane[plein]n.平面;飞机656.please[pli:z]vt.使高兴ad.请vi.愿意,喜欢657.plus[plʌs]prep.加,加上a.正的658.politician[pɔli'tiʃәn]n.政治家659.politics['pɔlitiks]n.政治660.poll[pәul]n.投票,民意测验vi.投票661.poor[puә]a.贫穷的;可怜的662.popular['pɔpjulә]a.流行的663.population[pɔpju'leiʃәn]n.人口664.positive['pɔzәtiv]a.确定的;积极的;正的665.possibility[pɔsә'biliti]n.可能性666.possibly['pɔsәbli]ad.可能地,也许667.post[pәust]vt.投递;公告n.邮寄;柱;职位668.potential[pә'tenʃәl]a.潜在的n.潜能669.powerful['pauәful]a.强有力的670.practice['præktis]vt.练习,训练671.prefer[pri'fә:]vt.宁可,宁愿672.prepare[pri'pɛә]vt.预备vi.准备673.prepared[pri'pɛәd]a. 准备好的,精制的674.presence['prezns]n.出席;存在675.present['preznt]a.目前的;出席的;礼物,赠品n.现在vt.赠送;呈现676.pretty['priti]ad.相当地a.漂亮的677.prevent[pri'vent]vt.预防,阻止678.previous['pri:vjәs]a.以前的ad.以前679.prince['prins]n.王子680.princess[prin'ses]n.公主681.principle['prinsәpl]n.原则,原理682.print[print]vt.印刷,打印n.字体;印刷品683.prison['prizn]n.监狱,监禁684.prisoner['priznә]n.囚犯685.private['praivit]a.私人的,私下的;秘密的,不公开的686.prize[praiz]n.奖赏,奖金687.production[prә'dʌkʃәn]n.产品;产量688.professional[prә'feʃәnl]a.职业的n.专业人员689.professor[prә'fesә]n.教授690.profit['prɔfit]n.利润vi.得益691.program['prәugræm]n.节目;大纲;程序692.progress['prәugres, prә'gres]n.进展,进步693.project[prә'dʒekt, 'prɔdʒekt]n.计划;工程;项目vi.伸出vt.设计,规划694.promise['prɔmis]n.诺言vt.允诺695.promote[prә'mәut]vt.促进,提升;推销696.proper['prɔpә]a.适合的,正当的697.property['prɔpәti]n.财产,资产698.proposal[prә'pәuzәl]n.建议;求婚699.propose[prә'pәuz]vt.提议;推荐vi.求婚700.prospect['prɔspekt, prәs'pekt]n.前景,前程;景色701.Protect[prә'tekt]vt.保护,保卫702.protection[prә'tekʃәn]n.保护,警戒;护照,通行证703.Protest[prә'test, 'prәutest]vt.抗议vi.抗议, 反对n.抗议704.Prove[pru:v]vt.证明vi.结果是,原来是705.publish['pʌbliʃ]vt.公布,发表;出版,刊印706.Pull[pul]vt.拉,拖n.拉;牵引力707.purchase['pә:tʃәs]vt.购买n.购买;赃物708.purpose['pә:pәs]n.目的,意图709.Push[puʃ]vt.推, 推动vi.推n.推力;促进710.quality['kwɔliti]n.质量;特性711.quarter['kwɔ:tә]n.四分之一;一刻钟;季度712.queen[kwi:n]n.王后,女王713.quiet['kwaiәt]a.安静的vt.使安静714.quote[kwәut]vt.引用,引证;报价715.radical['rædikәl]a.基本的;激进的n.激进分子716.rain[rein]n.雨,雨水vi.下雨717.range[reindʒ]vi.变动,变化n.范围718.rapid['ræpid]a.快的n.急流719.reaction[ri'ækʃәn]n.反应720.reader['ri:dә]n.读者;读物721.ready['redi]a.准备好的;愿意的;就要...的722.reality[ri'æliti]n.现实;真实723.realize['riәlaiz]vt.实现;认识到724.rebel['rebәl, ri'bel]vi.造反n.造反者725.recall[ri'kɔ:l]vt.回想;召回,收回726.recently['ri:sntli]ad.最近,新近727.recession[ri'seʃәn]n.衰退,不景气728.recognize['rekәgnaiz]vt.认出,识别729.recommend[rekә'mend]vt.推荐730.reduce[ri'dju:s]vt.减少,减小731.refer[ri'fә:]vt.求助于vi.谈到;参考,查阅732.reflect[ri'flekt]vt.反射,反映;思考733.reform[ri'fɔ:m]n.改革,改良vt.改革, 革新734.refugee[refju:'dʒi:]n.难民735.refuse[ri'fju:z]vt.拒绝736.regard[ri'ga:d]vt.把…看作;尊敬n.敬意,问候737.region['ri:dʒәn]n.地区;领域738.regional['ri:dʒәnl]adj.地区的,区域的739.regular['regjulә]a.规则的,整齐的;定期的,常规的740.reject[ri'dʒekt]vt.拒绝;丢掉;驳回741.relation[ri'leiʃәn]n.关系,联系;亲属,亲戚742.relationship[ri'leiʃәnʃip]n.关系,联系743.relief[ri'li:f]n.减轻;救济,援救744.religious[ri'lidʒәs]a.宗教的;虔诚的745.remove[ri'mu:v]vt.移动;搬迁746.repeat[ri'pi:t]vt.重说,重做n.重复747.replace[ri'pleis]vt. 取代,替换748.reply[ri'plai]vi.回答,答复n.答复749.reporter[ri'pɔ:tә]n.记者750.reporting[]n. 报告751.represent[repri'zent]vt.描绘;代表,象征752.representative[repri'zentәtiv]a.代表性的n.代表;代理人753.republic[ri'pʌblik]n.共和国754.republican[ri'pʌblikәn]a.共和的n.共和党人755.request[ri'kwest]n.请求,要求vt.请求,要求756.require[ri'kwaiә]vt.需要,要求;命令757.reserve[ri'zә:v]vt.储备,保留;预定758.resident['rezidәnt]a.居住的n.居民759.resolution[rezә'lju:ʃәn]n.坚定;决议;解决760.resource[ri'sɔ:s]n.资源761.respect[ris'pekt]vt.尊敬,尊重n.尊敬762.respond[ris'pɔnd]vi.回答;响应763.response[ris'pɔns]n.回答;响应764.responsibility[rispɔnsә'biliti]n.责任,职责765.responsible[ris'pɔnsәbl]a.有责任的;尽责的766.rest[rest]vi.休息;靠n.其余的人(事物);休息767.restaurant['restәrɔnt]n.餐馆,饭店768.reveal[ri'vi:l]vt.展现;揭露769.review[ri'vju:]vt.复习;回顾n.复习;回顾770.rich[ritʃ]a.有钱的;丰富的;肥沃的771.ride[raid]vi.骑马,乘车n.骑马,乘车772.right[rait]a.正确的;右边的ad.对;正好;径直n.正确;权利;右面773.ring[riŋ]vi.鸣;按铃,敲钟vt.打电话给;按铃,敲钟n.铃声;戒指,环774.risk[risk]n.风险,危险vt.冒险775.rival['raivәl]n.竞争者a.竞争的776.river['rivә]n.河777.rock[rɔk]vt.摇摆;使动摇vi.摇, 摇动n.岩石,石头778.roll[rәul]vi.滚动,转动n.一卷;名册779.round[raund]a.圆的,球形的ad.在周围n.一圈(周);一回合780.route[ru:t]n.路,路线781.royal['rɔiәl]a.皇家的782.running['rʌniŋ]n.跑,跑步;(机器等)开动;经营783.sad[sæd]a.悲哀的784.safe[seif]a.安全的;可靠的n.保险箱785.safety['seifti]n.安全,保险786.sanction['sæŋkʃәn]n.国际制裁787.Saturday['sætәdi]n.星期六788.scale[skeil]n.比例;规模789.scene[si:n]n.情景;景色790.schedule['ʃedju:l]vt.安排n.时间表,计划表791.scheme[ski:m]n.计划;诡计792.science['saiәns]n.科学793.scientist['saiәntist]n.科学家794.score[skɔ:]vt.得分;记分n.得分,成绩;二十795.screen[skri:n]n.屏幕;屏风vt.掩蔽796.sea[si:]n.海洋797.search[sә:tʃ]vt.搜查,查找798.seat[si:t]n.座位vt.就坐799.secret['si:krit]n.秘密a.秘密的,隐蔽的800.section['sekʃәn]n.切片;部门;章节801.sector['sektә]n.扇形;部门802.secure[si'kjuә]a.安全的803.seed[si:d]n.种(子),籽804.senior['si:njә]a.年长者;资格老的805.sentence['sentәns]n.判决;句子vt.宣判,判决806.separate['sepәreit, 'sepәrit]a.分离的,个别的807.September[sep'tembә]n.九月808.series['siәri:z]n.连续;系列809.serve[sә:v]vt.服务;招待810.session['seʃәn]n.会议;一段时间811.settle['setl]vt.安排,安放;解决vi.定居812.settlement['setlmәnt]n.解决,处理813.set-up[]n. 组织;结构814.seventeenth['sevәn'ti:nθ]num.第十七,十七分之一的815.seventh['sevәnθ]num. 第七816.seventieth['sevntiiθ]num. 第七十,七十分之一的817.severe[si'viә]a.严厉的;严峻的818.sex[seks]n.性别,性819.sexual['seksjuәl]a.性的;性别的820.shake[ʃeik]vt.摇动n.摇动821.shall[ʃæl, ʃәl]aux.将要;应该822.shape[ʃeip]n.形状vt.形成823.sharp[ʃa:p]ad.(时刻)整a.锋利的;敏锐的;刺耳的824.she'd[ʃid, ʃi:d]she had[would]之略825.she's[]n. 她是826.ship[ʃip]vt.装上船n.大船827.shock[ʃɔk]n.冲击;震惊;电击vi.震动828.shoot[ʃu:t]vt.发射;射门,投篮n.发芽829.shop[ʃɔp]n.商店,店铺;车间830.shot[ʃɔt]n.射击,发射;投篮831.shoulder['ʃәuldә]n.肩膀vt.挑起,肩负832.sight[sait]n.视力;情景;名胜833.significant[sig'nifikәnt]n.有意义的,重要的834.similar['similә]a.相似的,类似的835.simple['simpl]a.简单的;朴素的836.simply['simpli]ad.简单地;朴素地;仅仅,只不过837.sing[siŋ]vt.唱,演唱vi.演唱838.site[sait]n.位置,场所839.sixth[siksθ]num.第十六840.sixtieth['sikstiiθ]num. 第六十,六十分之一841.size[saiz]vt.估量(计)n.大小,体积842.skill[skil]n.技能,技巧843.skin[skin]vt.剥皮n.皮, 皮肤;兽皮844.sleep[sli:p]n.睡眠vi.睡觉845.slightly['slaitli]ad.轻微地。

词频统计 英语

词频统计 英语

词频统计英语English:Word frequency statistics in English involve the process of counting the occurrences of individual words within a given text or corpus. This analysis is crucial in various fields such as natural language processing, computational linguistics, and text mining. The first step in word frequency analysis is typically tokenization, where the text is divided into individual words or tokens. After tokenization, the next step is to count the frequency of each word. This count can be done manually or through automated tools and software. Once the word frequencies are calculated, they can be used to gain insights into the characteristics of the text, such as the most common words, the vocabulary richness, and potential patterns or trends. Word frequency statistics also play a significant role in tasks like keyword extraction, sentiment analysis, and document summarization. Furthermore, in linguistic studies, word frequency distributions are analyzed to understand language usage patterns and lexical preferences across different contexts and populations.中文翻译:英语中的词频统计涉及在给定文本或语料库中计算单个词语的出现次数的过程。

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考研词频统计(频率顺序排列).此文档的词汇是-年考研英语中出现的所有词汇(人名地名除外).十次一下词汇后不标注次数,以颜色区分.若考纲中有词未出现在此文档中则其频率为零theofatoandinthatisbeforitareasonmanyhavewithbynotfromtheytheirbutweanhasatoneordocanwhichaboutsocialourallitswhatshouldyou paragraph yourtext media newwholittlehisstate other suchsowouldwillwhen point people change mayonly goodpart there year education he following some tham them write thesenoout answer thinkifsay accord music were wordcompany into world business public American alsolaw because much direction useget federal those childupstudy research life science wayfirstlong even market seemlike influence consumer give human system sheettwohowtimeidearule university lasttestneedlook however then now patent read author suggest high humanity claim between findusfew become culture wantlive know top product before comegoyethelp does power leave America Number casesite discovery too student pay require result question must sectorshow reason influential recordmind instead performance improve bookovercreate 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aggravate sound containBritain aboundshortfivemanner precede evade settlement unemployment department assistantsoft commitment recipient constant element resistant argument investment paymentprint sufficient affordroundstopphysicssoulinternal ground moderate enormous prevent engage significant grammar character particularism fatherbotherhighly emphasize thereforesizeprevious shape trouble variable credible visible acceptable hithertoridshut accessible impossible considerable valuable inevitable fulltarget wealthbriefforget consequently straight fetchbright game attend grasp decline routinefruit universally reality evaluate enjoy immediate citeweeklyideal crucial special controversial gradual hostilitybachelor exploit threat suddenly rage enginefearvalley security majority specific purchase activitycivilinsist conservative cognitive collective fat everything shopping willing collapse extrainvert prevailing satisfy whom regarding teaching row someone hurt everyone positive kinship impressive excessive supportive curb alternative simple settlechairman pressmotive collaborative provided innovative underentersecret obscuresuremedical economy psychological historical radical skeptical Monday examine interpretation wish interested pyramid southern recruit temporary unfortunately tinymodifylynch comparatively merelydepth foreign Greecepace curiosity wisepiecevotecodefileAristotlequote belongreferoccur claimant accident equivalent dramatic systematic greek discuss personal newsman signal central interpersonal emotional adhere literature anywhere feedback object project exposed extreme guarded wholly diverse street model casualworth window regulatory purse famous senselowaware importantly grayhit determinedthroughout weak whereas hooray horizon scrutiny peace prosperity vanity seriously similarity inferiority superiority dangerously voice ready paternity provoke kingdom wisdom uncertainty haircut Washington contrast south succession suspicion expansion religion infancy august artist bloodpipelowervast engineer taxpayer exitplenty recall license persistentlysustainability marchnovelcleantenleankittendampen instinct unsurprisingly nodvary exclusionary innerdumb September shelfdosesolvehugely exchange conversely unlikepianotoxiccloselyspeakpeakruralilliberalmiserygrocery evolutionary literary seemingly yankeerealize kennedy monopoly crushingly stability complexity context recommendationreplysumdim specialization frank database analyze weaverairdeliver meaningful marvel rationalization constrain terrain seventeenth mankind extendintend conditional orchestral revival educational waitrandomlobbycount intelligent vibrant urgent concept passagewageobama universe unconventional markedly poverty supply meanwhile novelty pilgrim pathwayfaculty loyalty oxygen explore slow promising convincing bindhallhand missing array yourself budget myselfkitlistener recovery impulse denyfilm redefine immune approve bottom gossip disagree exclusively truly framework patchwork cake linguistic color initiator holistic membership string beginning unrealistic artistic rough bioticgreen relatively yourshost original investigate joy propagate fade welfare display kneeferry accompany metaphysical channel ethical joyful careful composure insurance acquaintance balance hence indifference transform controversy tolerance acceptance biographer peculiar continually eager insistence nobody glamorous everybody embody healthy ultimately solely helpful insightful traveldeliberately enlarge equally practically dominance originally stake fundamentally dance partially republican sevenchainretainmain generally unusually gradually dependent joint turbulent confident extent evident improvement fulfillment implement frequent indictment agreement sex enjoyment announcement reluctant statement abundant comment fragment virtually mostly clothesmythtrustforestpredictvictimfully excellence glancehaze recognize scrutinize advance ensureobligeexplicitvisithireguild behavioral complementary representative prison comparison tolldirtdebate operatealiencurvebayunfold fourfold demonstrate cute articulate tackle worldwide upsidehate extraordinary inferiorpriorinviterelatetheirs exaggeratetechnique pottery primary restrictive generative active adoptive provocative telephonesuitcloudvalidoughtcatch productive executive innovativeness chatter shareholder disappear fairness laziness stickiness sadness fluctuate abide prerequisite overestimate compete substitute postgraduate dispute eagerness awareness commonness whole cooperate cascadefame compensatory factorypathprotecteliminate originate perouter hardly intense background tense campus sufficiently again contest digitalstrict psychologist death sociologist lestdust conversation justify inspection transaction particularly huge possibly conceivably clearly privilege percentage hostage nation allocation canonjerktuition disposition promotion inclination convention investigation exertsixsimilar regular muscular passive impulsive persuasive exclusive burn inflation intention survive assertion intrinsic honorclick nevertheless powerless sedition fiction unification appreciation class complicated excited pass interaction exploitation contention spirit detached skepticism head minimal impartial assumption separation interview reactor procreation gluerich diffusion hungerradar carrier barrier amateur steep indulge smoke disgrace notice sustainable reasonable undesirable transferable aerial industrial transmissible miserable intensity diversity device please marketplace space deputy operaduty release responsible respectable formidable favorable renewable affordable manageable measureable enablebible reliable confirmarm glamour complaint arrogantinvitingfaintindifferent accesswomanoriginpossess prominenttomb professionalization coppicturemature legislature departure repertoire everywhere atmosphere procedurepropersellerlabclubevolveguardian consistently genius disappointed 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emerge superfluous contemptuous illiterate fortunate unrepresentative intricacyurbanthinfriendlyzealfossildistorttortband underground profound dozenremain standstillswell undeveloped blogfoundpinpoint excellent prudentprecedent prevalent consistent viewpoint keyword headhunt talenthunt descendcellhopsportillinstill responsibility photograph subway genre convey remove undermine mine instantly proposal wardrobe probe organize authorize expertise paraphrase dazzling glowing inability ontoindeed implicit formatdad competetwittheater perpetuate derideappreciate dream logicality chrome plateau boundary bloodline sceneassignairline convincingly hopelessly illiquidity validity suitabilityskip noncontroversial foldadapt impossibility civility mindlessly detector diplomacy gratituderiskyasidefantasy inarticulate inside invalidatefluanticipateluckyobstacleimitatevia consolidate overstatewideindefinite coincide manipulatedictatecyclesubside isolate vehicle regulatesideviolatetailor ancestor investor benefactor possibility commodity commonality base advertise excuse disposal overrule shortly psychologically clothing printing fleeting compelling filings earnings collecting dealing feeling shelter unclearfilterlighter scatter bewilder holdersettertear stakeholder gatekeeper skyscraperdwelling reinforce junklieadmit inventor rebuild purely gorge routinely surely actively hawk barely excessively sharp digital quest respect principal participant godfulfill exhaust request safely charter encounter counter center sustained disseminate eliminate \ margin harden whisper rear hunter settler regrettably irregularly scholarly favorably。

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