質問編集履歴
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例
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@twitter こんにちは pic..
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@ twitter こんにちは pic.twitter.com/XXXXXXXXXXXXXXX
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↓
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#
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screen_name = "
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screen_name = "********"
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subete = 0
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fil3で処理をするつもりです。
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```
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#! /usr/bin/python3
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```
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#! /usr/bin/python3
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# -*- coding: utf-8 -*-
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#
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# get_tweet.py
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#
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# Dec/21/2017
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# --------------------------------------------------------------------
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import sys
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import json
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34
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import config2
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import oauth2 as oauth
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39
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import got3 as got
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import re
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import nltk
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#
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from requests_oauthlib import OAuth1Session
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48
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from define_client2 import define_client2_proc
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#
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CK = config2.CONSUMER_KEY
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CS = config2.CONSUMER_SECRET
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AT = config2.ACCESS_TOKEN
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ATS = config2.ACCESS_TOKEN_SECRET
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60
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twitter = OAuth1Session(CK, CS, AT, ATS)
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# --------------------------------------------------------------------
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64
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# [8]:
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def get_tweets_proc(client,screen_name):
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nnx = 200
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70
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url_base = "https://api.twitter.com/1.1/statuses/user_timeline.json?screen_name="
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72
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url = url_base + screen_name + "&count=" + str(nnx)
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74
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75
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array_aa = []
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76
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response, data = client.request(url)
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if response.status == 200:
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json_str = data.decode('utf-8')
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82
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83
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# print(json_str)
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84
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85
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array_aa = json.loads(json_str)
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86
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sys.stderr.write("len(array_aa) = %d\n" % len(array_aa))
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#
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else:
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sys.stderr.write("*** error *** get_ids_proc ***\n")
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sys.stderr.write("Error: %d\n" % response.status)
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#
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return array_aa
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# --------------------------------------------------------------------
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102
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103
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def filter(text):
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"""
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106
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107
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:param text: str
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109
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:rtype : str
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110
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111
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"""
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112
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113
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# アルファベットと半角英数と記号と改行とタブを排除
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114
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115
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text = re.sub(r'[a-zA-Z0-9¥"¥.¥,¥@]+', '', text)
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116
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117
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text = re.sub(r'[!"“#$%&()*+\-.,/:;<=>?@[\]^_`{|}~]', '', text)
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118
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119
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text = re.sub(r'[\n|\r|\t]', '', text)
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120
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121
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122
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123
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# 日本語以外の文字を排除(韓国語とか中国語とかヘブライ語とか)
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124
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125
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jp_chartype_tokenizer = nltk.RegexpTokenizer(u'([ぁ-んー]+|[ァ-ンー]+|[\u4e00-\u9FFF]+|[ぁ-んァ-ンー\u4e00-\u9FFF]+)')
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126
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127
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text = "".join(jp_chartype_tokenizer.tokenize(text))
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128
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129
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return text
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130
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# -----------------------------------------------------------------------
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132
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133
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def fil2(text):
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135
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"""
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136
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137
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:param text: str
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138
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139
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:rtype : str
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140
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141
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"""
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142
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143
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#text = re.sub(r'[!"“#$%&()*+\-.,/:;<=>?@[\]^_`{|}~]', '', text)
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145
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text = re.sub(r'[\n|\r|\t]', '', text)
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146
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147
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text = re.sub(r'(https?|ftp)(://[-_.!~*\'()a-zA-Z0-9;/?:\@&=+$,%#]+)', '', text)
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text = re.sub(r'[─│━┃┌┏┐┓└┗┘┛├┝┠┣┤┥┨┫┬┯┰┳┴┷┸┻┼┿╂╋＼ ]', '', text)
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150
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151
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return text
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152
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153
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#------------------------------------------------------------------------
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154
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155
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def n_gram(target, n):
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156
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157
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158
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159
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return [ target[idx:idx + n] for idx in range(len(target) - n + 1)]
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160
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161
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#------------------------------------------------------------------------
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162
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163
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def jaccard_similarity_coefficient(list_a,list_b):
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164
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165
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#集合Aと集合Bの積集合(set型)を作成
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166
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167
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set_intersection = set.intersection(set(list_a), set(list_b))
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168
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169
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#集合Aと集合Bの積集合の要素数を取得
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170
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171
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num_intersection = len(set_intersection)
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172
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173
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174
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175
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#集合Aと集合Bの和集合(set型)を作成
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176
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177
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+
set_union = set.union(set(list_a), set(list_b))
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178
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179
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#集合Aと集合Bの和集合の要素数を取得
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180
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181
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num_union = len(set_union)
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182
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183
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184
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+
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185
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#積集合の要素数を和集合の要素数で割って
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186
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+
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187
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+
#Jaccard係数を算出
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188
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+
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189
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try:
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190
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+
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191
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+
return float(num_intersection) / num_union
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192
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193
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+
except ZeroDivisionError:
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194
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+
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195
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+
return 1.0
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196
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+
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197
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+
#--------------------------------------------------------------------
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198
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+
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199
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def fil3(text):
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200
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+
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201
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+
"""
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|
202
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+
|
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203
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+
:param text: str
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204
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+
|
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205
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+
:rtype : str
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206
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+
|
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207
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+
"""
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208
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+
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209
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+
text = re.sub('@.+:\s',"", text)
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|
210
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+
|
|
211
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+
return text
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212
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+
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213
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+
#-------------------------------------------------------------------------
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214
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+
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215
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+
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216
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+
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217
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+
sys.stderr.write("*** 開始 ***\n")
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218
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+
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219
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+
#
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220
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+
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221
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+
screen_name = "ualntewrtrn2651"
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222
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+
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223
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+
subete = 0
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224
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+
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225
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onaji = 0
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226
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227
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+
tigau = 0
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228
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+
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229
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+
nagai = 0
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230
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+
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231
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#
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232
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+
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233
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+
client = define_client2_proc()
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234
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+
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235
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+
#
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236
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+
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237
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+
array_aa = get_tweets_proc(client,screen_name)
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238
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+
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239
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+
#
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240
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+
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241
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+
sys.stderr.write("len(array_aa) = %d\n" % len(array_aa))
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242
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+
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|
243
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+
#
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244
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+
|
|
245
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+
for unit_aa in array_aa:
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246
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+
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247
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+
#text = filter(unit_aa['text'])
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248
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+
|
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249
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+
text = fil2(unit_aa['text'])
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250
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+
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251
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+
print (text)
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252
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+
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253
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+
print('----------------------------------------------------')
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254
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+
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255
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+
if not text:
|
|
256
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+
|
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257
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+
print('null')
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258
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+
|
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259
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+
else:
|
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260
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+
|
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261
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+
subete = subete + 1
|
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262
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+
|
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263
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+
tweetCriteria = got.manager.TweetCriteria().setQuerySearch('"%s"' % text).setSince("2014-01-01").setUntil("2019-04-01").setMaxTweets(5)
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264
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+
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265
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+
print(len(got.manager.TweetManager.getTweets(tweetCriteria)))
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266
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+
|
|
267
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+
if len(text) > 90:
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268
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+
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269
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+
print("長さオーバー")
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270
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+
|
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271
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+
nagai = nagai + 1
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272
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+
|
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273
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+
else:
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274
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+
|
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275
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+
for i in range(5):
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276
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+
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277
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+
if len(got.manager.TweetManager.getTweets(tweetCriteria)) < i + 1:
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278
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+
|
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279
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+
print("該当なし")
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280
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+
|
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281
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+
tigau = tigau + 1
|
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282
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+
|
|
283
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+
break
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284
|
+
|
|
285
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+
else:
|
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286
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+
|
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287
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+
tweet = got.manager.TweetManager.getTweets(tweetCriteria)[i]
|
|
288
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+
|
|
289
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+
if tweet.username == screen_name:
|
|
290
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+
|
|
291
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+
print("本人")
|
|
292
|
+
|
|
293
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+
else:
|
|
294
|
+
|
|
295
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+
print(tweet.text)
|
|
296
|
+
|
|
297
|
+
print(tweet.username)
|
|
298
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+
|
|
299
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+
tweettext = fil3(tweet.text)
|
|
300
|
+
|
|
301
|
+
print(tweettext)
|
|
302
|
+
|
|
303
|
+
onaji = onaji + 1
|
|
304
|
+
|
|
305
|
+
list_a = n_gram(unit_aa['text'], 2)
|
|
306
|
+
|
|
307
|
+
list_b = n_gram(tweettext, 2)
|
|
308
|
+
|
|
309
|
+
|
|
310
|
+
|
|
311
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+
jaccard = jaccard_similarity_coefficient(list_a,list_b)
|
|
312
|
+
|
|
313
|
+
print(jaccard)
|
|
314
|
+
|
|
315
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+
#break
|
|
316
|
+
|
|
317
|
+
#
|
|
318
|
+
|
|
319
|
+
print("ツイート数 = %d, 同様ツイート数 = %d, 該当なし = %d, 長さオーバー = %d" % (subete, onaji, tigau, nagai))
|
|
320
|
+
|
|
321
|
+
sys.stderr.write("*** 終了 ***\n")
|
|
322
|
+
|
|
323
|
+
# --------------------------------------------------------------------
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|
324
|
+
|
|
325
|
+
```
|
|
326
|
+
|
|
327
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+
|
|
328
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+
|
|
15
329
|
指定した文字から指定した文字までを削除するなどの方法を考えたのですが、それらのやり方も分からなかったので教えていただけると幸いです。
|