Python 分析 35 年的考研英语真题词汇，解读孤独的考研大军！

正文

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return a
try:#测试是否为动词,如果是则返回
enumerate.is_verb(enumerate.verb.present(a))
return enumerate.verb.present(a)
except:#否则继续检查
pass

#测试是否是名词
if enumerate.is_noun(enumerate.noun.singular(a)):
return enumerate.noun.singular(a)
otherwordlist.append(a)
#print a
return a

4、加载大纲词汇

dagang = open('data/5495大纲词汇.txt')
dagangwords = []
for eachLine in dagang:
 dagangwords.append(sw.simplify_word(re.split("[^A-Za-z]", eachLine)[0].lower()))
 #print re.split("[^A-Za-z]", eachLine)[0]
print(len(list(set(dagangwords))))
dagangwords = list(set(dagangwords))

5、考研英语真题单词数据可视化

x33 = 1980*np.ones(33)+range(33)
x32 = 1981*np.ones(32)+range(32)
plt.figure('wordeachyear')
plt.plot(x33,wy.eywords_volume,'r--o',alpha = 0.5)
plt.grid(True)
plt.show()
plt.figure('notindagang')
plt.plot(x33,cgw.notindagang,'o-', alpha = 0.5)
plt.grid(True)
plt.show()
plt.figure('wn')
plt.plot(wy.eywords_volume,cgw.pnotindagang,'bo')
plt.show()
plt.figure('pchaogang')
plt.plot(x33,cgw.pnotindagang,'o-', alpha = 0.5)
plt.grid(True)
plt.show()
plt.figure('notinpast')
plt.bar(x33,nip.words_not_in_the_past, color = 'green', alpha = 0.5)
plt.grid(True)
plt.show()
plt.figure('wordsAppearLastTime')
plt.plot(x32, walt.es, 'b--o', alpha = 0.5)

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