提取文章高频词

# -*- coding: utf-8 -*-
# * @author haoming
# * @date 2016/11/08

import MySQLdb
import pandas as pd
import numpy as np
import re
import codecs 
import jieba
import jieba.analyse
import logging
from gensim import corpora, models, similarities
from sklearn.feature_extraction.text import CountVectorizer
from sklearn.feature_extraction.text import TfidfTransformer
from sklearn.feature_extraction.text import HashingVectorizer
from sklearn.externals import joblib
import time
from