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自己动手定位考研英语高频词汇

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发表于 2018-7-6 13:09:44 | 显示全部楼层 |阅读模式

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    准备考研的可以看看。这里收集了2007-2018年英语一/二的24套真题,包含的所有单词
    1.准备工作:用某冰点下载工具下载百度文库上的资料,这部分已经做好了 zhenti.zip (235.42 KB, 下载次数: 5)
      python环境依赖:nltk
      初始化nltk:
      import nltk
      nltk.download()
      下载词库
    2.计算词频,词根频
   
  1. # -*- coding:utf-8 -*-
  2. from __future__ import print_function
  3. import re
  4. from nltk.stem import SnowballStemmer

  5. stemmer = SnowballStemmer('english')
  6. wordmap = dict()
  7. rootmap = dict()
  8. for i in range(2007, 2019):
  9.     with open('%d_1.txt' % i) as f:
  10.         for word in re.findall('[A-Za-z-]+', f.read()):
  11.             if len(word) < 4:
  12.                 continue
  13.             w = word.lower()
  14.             r= stemmer.stem(word.lower())
  15.             if w not in wordmap:
  16.                 wordmap[w] = 0
  17.             if r not in rootmap:
  18.                 rootmap[r] = 0
  19.             wordmap[w] += 1
  20.             rootmap[r] += 1
  21.     with open('%d_2.txt' % i) as f:
  22.         for word in re.findall('[A-Za-z-]+', f.read()):
  23.             if len(word) < 4:
  24.                 continue
  25.             w = word.lower()
  26.             r= stemmer.stem(word.lower())
  27.             if w not in wordmap:
  28.                 wordmap[w] = 0
  29.             if r not in rootmap:
  30.                 rootmap[r] = 0
  31.             wordmap[w] += 1
  32.             rootmap[r] += 1
  33. print('\n低频词:')
  34. for word in wordmap:
  35.     if wordmap[word] > 1 and wordmap[word] <= 3:
  36.         print('%s-%d ' % (word, wordmap[word]), end='')
  37. print('\n中频词:')
  38. for word in wordmap:
  39.     if wordmap[word] > 3 and wordmap[word] <= 9:
  40.         print('%s-%d ' % (word, wordmap[word]), end='')
  41. print('\n高频词:')
  42. for word in wordmap:
  43.     if wordmap[word] > 9:
  44.         print('%s-%d ' % (word, wordmap[word]), end='')

  45. print('\n低频词根:')
  46. for word in rootmap:
  47.     if rootmap[word] > 1 and rootmap[word] <= 3:
  48.         print('%s-%d ' % (word, rootmap[word]), end='')
  49. print('\n中频词根:')
  50. for word in rootmap:
  51.     if rootmap[word] > 3 and rootmap[word] <= 9:
  52.         print('%s-%d ' % (word, rootmap[word]), end='')
  53. print('\n高频词根:')
  54. for word in rootmap:
  55.     if rootmap[word] > 9:
  56.         print('%s-%d ' % (word, rootmap[word]), end='')
复制代码


低频词:
writings-3 realms-2 granting-2 eligible-3 electricity-2 objection-3 unanswered-2 hormone-3 disturb-2 succession-3 stereotypical-2 commented-2 charter-3 empirical-2 elegant-2 newsrooms-2 brexit-2 errors-3 cooking-3 contributed-3 pioneering-2 reporter-2 china-3 conversational-2 golden-2 explained-3 insecurity-2 sermons-2 females-2 tying-2 pursue-2 concepts-3 caution-3 disgrace-3 preferable-2 minimized-2 promotion-3 would-be-2 cigarettes-2 welcomed-2 vary-2 benefited-2 scalia-2 rewarded-2 educating-2 silver-3 crops-2 telescope-2 substantially-2 laboratory-3 borne-2 donahue-2 musicians-2 tempting-3 conservations-2 niccolo-2 dailies-2 clarity-3 basketball-2 exchequer-2 similarly-2 master-3 listed-3 ranging-2 danish-2 collapse-2 linings-2 positively-2 idle-2 acquisition-2 acclaim-2 boston-2 causing-2 committing-2 transactions-2 object-3 looming-2 victoria-2 simplify-3 morality-3 departing-2 insects-3 meetings-2 pave-2 participate-2 tempted-3 haze-2 accelerate-3 mend-2 milton-2 remarry-2 foremost-3 contributes-3 mandatory-2 disaster-2 sensitivity-2 transferred-2 hero-2 well-educated-3 ambitions-2 cloze-2 pressures-3 preserve-3 letting-3 extend-3 tommasini-3 carbon-2 demanded-2 planned-3 logic-3 vain-2 ermont-2 commerce-2 employ-3 skirts-2 biotech-2 grade-point-2 severity-2 food-testing-2 democracies-2 split-2 qualifications-2 spurred-2 succeeding-2 collections-2 prison-3 east-3 possibly-3 sorting-3 beneficial-3 crown-2 duokui-3 insistence-2 enemies-3 shifting-2 defensive-2 memorable-2 off-plan-2 slightly-2 classical-music-3 beings-2 magazines-3 fabric-2 waits-3 constantly-3 authorized-3 greatness-2 resulted-3 islands-2 pricing-2 steady-3 ambitious-3 superfluous-3 invested-3 rolling-2 theaters-2 retreat-2 minute-2 moola-2 settle-2 essence-2 movies-2 celebrated-3 grandparents-3 upgrade-3 funded-2 ineffective-3 logical-2 to-do-2 angry-2 tightly-2 wood-2 theoretical-2 high-speed-2 introducing-2 validity-2 everywhere-3 behalf-2 valued-2 originally-3 printing-2 admired-2 monitoring-3 winter-2 contrasts-2 berning-2 explores-2 explorer-2 spot-2 biographical-3 swollen-2 misplaced-3 lininger-2 professors-3 unfavorable-2 amazing-2 constitutes-2 troubled-3 instantly-2 thereby-2 subscribers-3 maintaining-2 matched-2 establishing-2 instability-2 square-3 revised-2 low-wage-3 container-3 pyle-3 programming-3 downsides-2 undesirable-3 saving-3 reveals-3 gases-3 runways-2 teacher-3 shoppers-3 cite-2 williams-2 specialists-2 immersive-2 impractical-2 favors-2 russia-3 illness-2 fragmented-2 tastes-2 fashionable-3 ironically-2 jobcentre-3 operate-2 backdrop-2 salt-2 walking-2 far-reaching-2 scarce-2 imagined-3 tears-3 equipped-3 congressional-2 dispute-3 prime-3 resource-2 borrow-3 worries-2 corridors-2 subheadings-3 surgery-2 inequalities-2 enlightening-3 sponsorship-2 affecting-3 illiberal-2 supermarket-3 concentrate-3 concentrated-3 ants-3 caring-2 combines-2 breath-2 demanding-3 renewables-2 enable-3 consultant-2 polls-3 intimately-3 endured-2 fame-2 threatens-3 parliament-2 underestimate-3 ludwig-2 allocation-2 edges-2 wortmann-2 eisenhower-2 starving-2 sums-3 preference-3 stranger-2 superiority-3 wildfires-3 dimensions-3 memories-2 exit-3 biases-3 stone-2 meal-3 masterpieces-2 garment-2 recommends-2 unreliable-2 handsome-2 october-2 rage-3 dirty-2 trips-3 social-media-2 exhausted-2 carved-2 first-class-2 vocational-2 lansley-3 tricky-2 hello-2 adam-3 upkeep-2 welfare-3 smile-3 norm-3 paying-2 returned-3 problem-solving-3 manageable-3 enjoyable-3 linguists-3 joined-3 adjust-3 quicker-2 lecturing-2 displays-2 luxuries-3 hasn-2 introductory-3 compliance-2 anthropologists-3 healthier-2 cousins-2 coercion-3 uniqueness-2 foundations-2 doom-3 cunning-2 damien-2 industrialists-2 evolved-3 knocked-2 embrace-3 unbiased-2 dress-3 ideology-3 disturbed-2 cling-2 hugs-3 countryside-3 backyard-2 ethics-3 refuse-2 geographic-2 passages-3 mexican-2 installed-2 roots-2 figuring-2 symptoms-2 severely-3 universality-3 misuse-2 truths-2 shocking-2 disorganized-2 doses-3 misses-2 occurs-3 definition-2 carry-on-2 arose-2 rooted-3 differ-2 introduction-2 threatening-2 erupted-2 interviewed-3 focusing-2 unrealistic-3 obama-3 patchwork-2 stickiness-2 rewards-3 brendon-2 accepting-2 barrel-2 gold-2 overwhelmed-2 occupation-2 -music-2 dependent-2 activists-3 hardship-2 self-centered-2 legislature-2 corresponds-2 coincidence-3 agents-3 sammy-3 belt-2 worthless-2 intricacies-2 suburbs-3 contained-2 mindset-2 patrolled-2 systematic-3 leaning-2 kingdom-3 hoping-2 owes-2 wasteland-2 alert-3 viewing-3 medicaid-2 dieting-3 conclusions-2 location-3 relevance-2 surprised-2 victims-2 doors-2 emergency-2 instructors-2 quest-2 abound-2 communications-2 reduces-2 -but-2 privately-2 senate-2 spring-2 novelty-2 behave-3 prosecuted-2 inclination-3 nowhere-2 relating-2 wildlife-3 epochal-2 deserves-2 benefactors-2 controversies-2 span-2 bargaining-2 submit-2 suit-3 athlete-2 opens-2 considerably-2 aerial-2 globally-2 e-mails-3 defines-2 paradox-2 idleness-3 conceptions-2 actors-2 energetic-3 developmental-2 slice-2 walked-3 incomplete-2 laziness-3 inferences-2 timely-2 magic-2 harbor-2 massachusetts-3 wafwa-2 incidentally-2 index-2 ukip-2 consistently-2 indian-3 flowing-3 delivering-2 invented-3 engage-3 resulting-3 residents-3 outcomes-2 outsourcing-2 -though-2 occurred-3 bodily-2 dealings-2 baby-2 charity-2 insists-2 publications-3 weaker-2 slim-2 pieces-3 weaken-2 mullett-2 destroying-2 hormones-3 await-2 demonstrating-2 fits-3 ties-2 tariffs-2 varied-3 realized-3 boeing-3 counter-2 commodities-2 evolutionary-3 doubtful-3 decay-3 meantime-2 newman-3 establishment-3 traced-2 beneath-2 habitually-2 mind-set-3 borderline-2 dominated-3 favours-2 shut-3 inferiority-2 length-3 scene-2 legislative-2 norton-3 seymour-3 haven-3 guild-like-2 reacted-2 extraordinarily-2 roberts-2 steep-2 collecting-2 false-2 trusting-3 necessities-2 soap-2 persistence-2 accuracy-3 nancy-2 voyage-2 device-2 segment-3 addiction-2 mechanical-3 atmosphere-3 manchester-2 greenhouse-3 rough-2 trivial-3 secretaries-3 handle-3 impinging-2 lucky-2 clicked-2 denmark-3 ohio-2 strengthened-2 frame-2 correlations-2 error-2 posse-2 lenient-2 shapes-2 reatly-2 winning-3 motto-2 catholicism-2 louisiana-2 commutes-2 sotheby-2 triggers-2 memorizing-2 newsroom-2 juan-2 highlighted-3 outbreak-2 forecasts-2 colour-2 lest-3 paul-3 outlines-2 arrest-3 combine-2 strive-2 antidiscrimination-2 biologists-3 supervise-2 belgium-2 inexperienced-2 amendment-3 foreseeable-3 collaborative-3 integrate-2 shortage-2 loans-2 angeles-2 anshwer-2 revise-2 letters-3 commitment-3 mere-3 disapproval-3 frustration-3 fiscal-3 overlapping-2 evident-2 excitement-2 aristotle-2 scholarly-2 suppress-2 illusion-2 francisco-2 monday-3 outlets-2 searches-2 lasted-2 doubts-3 elisabeth-2 oldest-2 voted-2 summarizes-3 upload-2 euro-zone-2 long-standing-2 deliberate-3 revolutionize-2 toll-2 officially-3 equals-2 pursuit-3 obtained-2 daughter-2 adopt-2 pooling-2 far-off-2 stressed-3 glance-2 total-3 patentable-2 motivate-2 giovanni-2 award-2 wore-3 divorced-3 presentation-3 worn-2 divorces-2 hyperinflation-2 gloria-2 indicated-3 india-2 wholesaling-3 cites-3 inhabitants-3 gamble-2 transforming-2 customs-2 tackle-2 overdressed-3 appreciate-3 supermarkets-2 greek-3 frequency-2 mayor-3 somewhere-2 highlights-2 christie-3 ritualistic-2 bans-2 emigrated-2 bread-2 oxygen-2 backgrounds-3 lifted-2 councils-3 logo-2 network-3 cameras-2 vessels-2 daniel-2 barrier-3 campaigns-3 renew-2 oppose-3 damaging-3 enhancing-3 albert-2 december-2 scenes-3 navigate-3 manner-3 widen-2 circles-2 nobody-2 involving-2 neighborhoods-2 investments-3 accounted-2 pursuing-3 adequate-3 personality-2 downtime-2 nasty-3 headlong-3 runs-2 krupp-2 analytical-2 implication-3 observer-2 techniques-3 draws-2 afloat-2 gentleman-2 compensation-3 plummeting-2 unable-2 cooperation-3 accord-2 clues-3 overestimated-2 psychologists-3 requests-2 wider-3 gratitude-3 flexibly-2 flexible-3 duties-3 relaxing-2 win-win-3 conviction-2 abrupt-2 applies-3 hierarchies-2 indictment-2 hans-2 kyle-2 musical-3 traditions-2 quoted-3 victim-3 wright-2 transformed-3 mocked-3 danaher-2 unification-2 disadvantage-2 birgit-2 sends-2 critique-2 denies-2 congratulate-2 pose-2 architectural-3 post-3 damaske-2 theirs-3 horizon-3 propagate-2 unilever-2 balanced-3 theorists-2 sovereign-2 mysterious-2 encoded-2 responding-2 high-quality-2 inclusive-3 metaphysical-2 abstract-3 plymouth-2 valuing-2 newsstands-2 screening-3 tracked-2 reception-3 basically-2 switched-2 supplement-3 grateful-2 battle-3 aristocratic-3 compensate-3 division-3 protective-3 zhang-3 seemingly-2 feeble-2 perceived-3 dunwell-3 fragile-2 upper-2 regret-3 professionalism-2 scarcity-2 helpless-2 economist-2 assistance-2 uniform-2 supporting-2 explosion-3 sending-3 twenty-seven-2 retired-2 retiree-2 bullock-2 marker-2 angela-2 selects-2 entrance-2 compliment-2 dedicated-2 expanding-2 subsidies-3 arise-2 heard-3 fortunes-2 occur-3 drastic-2 heroes-2 higgs-2 whenever-2 explicit-3 correlation-2 expedited-2 window-3 emigrants-2 halt-2 slippage-2 halo-3 commuters-3 servant-2 january-2 kerr-2 domain-2 teams-3 accomplish-3 opened-3 furthermore-3 receiving-3 viable-2 inevitably-3 carl-2 card-3 couldn-2 transition-3 honest-3 invitation-2 variables-2 impossible-2 sheer-2 silent-2 households-2 nutrition-2 eliminated-3 mother-child-2 optimism-3 lunches-2 distorted-2 breakfast-2 oppressive-2 attractiveness-3 importantly-2 successive-3 interacting-2 garments-3 realizing-3 stained-2 proportion-2 samuel-3 celebrate-3 losers-2 concert-2 burst-2 actively-3 colgate-2 justifies-2 colours-2 mccreevy-2 talented-2 enabling-2 nearby-2 exploit-2 dangers-3 hoffa-3 observers-2 stems-2 realities-3 sedition-2 trick-2 fines-2 joke-3 bias-2 curtis-3 inquiry-3 fruit-2 favorites-2 mentally-2 complained-2 framework-2 noam-2 touch-2 speed-2 flood-3 improvement-3 treatment-2 struck-3 momentum-3 discontinue-2 unrepresentative-2 smell-2 twelve-2 dinesh-2 non-profit-3 tuition-2 uneasy-2 innocence-2 assemble-2 exciting-2 comparison-2 predatory-2 sketches-3 protests-3 variable-2 liliuokalani-2 supervising-2 stars-3 assumes-3 delayed-2 two-thirds-2 liming-2 stanford-3 popularize-3 moves-2 completeness-2 storage-2 housework-3 valid-2 forcing-3 endeavors-3 coverage-3 overseas-2 surrounded-2 thoughtful-2 foster-2 volunteer-2 reneging-2 viscerally-2 enhancement-2 casual-3 conscience-3 witnessed-3 deborah-2 recruits-2 responded-2 moisturizers-3 tracks-2 soldier-2 innovativeness-2 invalidate-2 requiring-2 contains-2 lowering-2 incentive-2 impulse-2 producing-3 non-controversial-2 coalition-2 nine-3 ning-3 pushes-2 firmly-2 english-language-2 spreadsheet-3 reject-2 tried-3 gasp-2 derives-2 criticize-2 wreaking-2 lynch-3 materialistic-2 solving-3 founders-3 digging-3 impressionists-2 heavy-3 law-school-2 fees-3 columbia-3 unnatural-2 housed-3 dirt-2 revolutionary-2 diffused-2 businessmen-2 automobile-2 assign-3 reflected-2 infinite-2 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excludes-2 excluded-2 friendly-3 persuade-2 telling-3 stiff-2 compassionate-2 ryan-2 queen-3 assignments-2 verdict-2 inspection-2 carter-2 picked-2 download-3 clich-2 wallet-2 nicholas-2 marketer-2 focuses-2 lengel-2 convert-2 manage-3 addressed-3 camera-2 historically-2 reflects-2 formally-2 sanctions-2 ride-2 crossed-2 hemings-3 sought-3 arrangement-2 instinctively-2 farm-2 trees-3 spelling-3 advocated-3 alliance-2 facilitates-3 helicopters-2 upward-2 ills-2 inverted-2 affirming-2 exceeded-2 separating-2 margins-3 entertainment-3 achievements-3 ancestry-3 hostile-2 geometry-2 florida-2 mankind-2 possessing-2 ibsen-3 revealed-3 attach-3 attack-2 perfectly-3 prone-3 sternberg-2 overwhelming-3 outline-2 submitted-2 baby-boomers-3 bare-2 distinguished-2 exhibit-3 lightly-2 journey-3 keller-2 switch-3 relatives-3 fuels-3 sewing-2 intrinsic-2 astonishing-2 impression-3 unfinished-3 winner-2 employer-2 earner-2 slows-2 purchasing-2 michigan-2 joint-2 fallout-2 watershed-2 processed-2 ecosystem-2 peer-reviewed-2 preach-2 terrain-2 reinforce-2 unionists-2 illusory-3 tens-3 prevailing-3 outsiders-2 comparable-3 sole-3 durkheim-2 interpretations-2 minds-2 jersey-2 rebekah-3 orin-2 erased-3 cent-2 slowly-2 shoulders-2 expenditure-2 surface-3 capture-3 recipients-3 underground-2 experimented-2 unconventional-2 absorb-3 blurring-2 transaction-2 reflection-2 taller-3 dose-3 mistakes-3 distant-3 advertised-2 bhugra-2 utah-3 prominent-2 lissaman-2 roth-2 page-3 crisps-2 twitter-3 phenomena-2 library-3 repeat-2 broad-3 e-mail-2 rewarding-2 demonstrated-2 limitations-3 monetary-3 expansion-2 nonverbal-2 recognized-3 terence-2 pointless-2 noticed-3 blaming-2 neutral-2 technician-2 highest-3 cells-3 hosting-2 signed-3 display-2 marketplace-3 generating-2 upsets-2 functions-2 contest-3 star-2 emerges-2 diagnosis-2 retirees-2 similarity-3 four-year-2 asian-2 disability-2 pensions-3 blacking-2 presents-2 investigation-3 rescue-2 connects-2 govern-2 courageous-3 pilgrim-2 puritans-2 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中频词:
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高频词:
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低频词根:
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disproportion-2 self-cent-2
中频词根:
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高频词根:
four-41 digit-28 second-20 intellectu-23 here-20 controversi-10 brought-16 unit-33 music-28 until-25 relat-39 notic-13 glass-11 hold-30 centuri-37 want-63 turn-48 travel-17 wrong-21 beauti-19 wind-12 affect-18 easier-17 prize-14 commiss-13 wast-10 evolut-13 underlin-16 project-16 friend-30 especi-23 object-22 letter-27 professor-23 hospit-12 tech-10 came-21 dicken-18 restaur-12 busi-96 rich-16 fair-18 result-58 respons-57 fail-37 best-85 figur-24 score-15 advertis-36 debt-18 unemploy-21 countri-75 assum-15 union-31 much-126 life-92 regul-16 worker-42 child-24 commerci-11 employ-28 marriag-18 player-13 european-32 previous-14 easi-15 preserv-10 measur-34 right-50 condit-33 colleg-48 creativ-28 america-63 support-55 happi-42 avail-23 acknowledg-10 offer-46 recommend-12 exist-23 role-36 intend-26 time-173 push-15 decis-39 team-13 prevent-11 sign-34 current-20 boost-12 address-33 along-13 ourselv-12 love-17 prefer-15 afford-18 peopl-237 enhanc-19 whatev-14 such-112 data-53 stress-43 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发表于 2018-7-8 13:24:47 | 显示全部楼层
咦,还真是真题来着。

然后直接从这些题目里面提取每个单词,计算它的频率,以此来把要背的单词按照不同的频度分类后决定如何背单词。
看起来确实能提高考试效率
回复 赞! 靠!

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