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# from __future__ import division
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from nltk import sent_tokenize, word_tokenize, pos_tag
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from nltk.probability import FreqDist
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from nltk.corpus import stopwords
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import nltk
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import codecs
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import base64
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nltk.download('stopwords')
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with open('treaty_file/russia-estonia.txt', 'r') as russia_file:
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russia_text = russia_file.read()
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russia_text_list = russia_text.split("\n\n")
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t_default_stopwords = set(stopwords.words('english'))
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t_custom_stopwords = set(codecs.open('t_stopwords.txt', 'r').read().splitlines())
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t_all_stopwords = t_default_stopwords | t_custom_stopwords
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print('''<!DOCTYPE>
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<html>
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<head>
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<script src="https://code.jquery.com/jquery-3.5.0.min.js"></script>
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<script src="https://ajax.googleapis.com/ajax/libs/jquery/3.5.1/jquery.min.js"></script>
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<link rel="stylesheet" href="estonia.css">
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<link rel="stylesheet" href="legend.css">
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<script src="highlight.js"></script>
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<meta charset="utf-8">
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<title></title>
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</head>
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<body>''')
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#t_wrapper (second wrapper)
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print('<div class="t_wrapper"><div class="t_intro">')
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img_url = base64.b64encode(open('img/tartu.jpeg', 'rb').read()).decode('utf-8')
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t_image = '<div class="t_img" style="position: fixed; background-color: gainsboro;">Peace Treaty of Tartu</div><br><img class="t_image" src="data:img/tartu.jpeg;base64,{}">'.format(img_url)
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print(t_image)
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#t_info box
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print('<div class ="t_info">')
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t_infotext = [('Name of Treaty', 'Peace Treaty of Tartu'), ('Country of Origin', 'Russia'), ('Signed', 'February 2, 1920'), ('Location', 'Tartu, Estonia'), ('Word Counts', '2,104'), ('Type', 'bilateral peace treaty'), ('Original Source', '<a href="https://en.wikipedia.org/wiki/Treaty_of_Tartu_(Russian-Estonian)" target="_blank">link</a>'), ('Description', 'The Tartu Peace Treaty or Treaty of Tartu is a peace treaty between Estonia and Russian Soviet Federative Socialist Republic signed on 2 February 1920, ending the Estonian War of Independence.')]
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for t_title, t_info in t_infotext:
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print('<div class="t_info-{0}"><div class="info_t_title" ><b>{0}</b></div><div class="t_info_content">{1}</div></div><br>'.format(t_title, t_info))
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print('</div></div>')
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print('''
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<div class="legend">
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<li><span class="legendverb"></span> verb</li>
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<li><span class="legendnoun"></span> noun</li>
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<li><span class="legendadjective"></span> adjective</li>
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<li><span class="legendadverb"></span> adverb</li>
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<li><span class="legendpossesivepronoun"></span> possesive pronoun</li>
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<li><span class="legendpresentparticiple"></span> present participle</li>
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<li><span class="legendadjectivesuperlative"></span> adjective superlative</li>
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<li><span class="legendadverb-comparative-superative"></span> adverb comparative + superative</li>
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<li><span class="legendpropernoun"></span> proper noun</li>
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<li><span class="legendhide"></span> stopwords</li>
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</div>
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''')
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#Treaty text
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print('<div class="t_paragraph">')
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t_tokenized_all = []
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for t_paragraph in russia_text_list:
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t_tokenized = word_tokenize(t_paragraph)
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t_tokenized_all += t_tokenized # add to the tokenized_all
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t_tagged = pos_tag(t_tokenized)
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print('<p>')
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for t_word, t_pos in t_tagged:
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print('<span class="{0} {1} eachwords">{2}</span>'.format(t_pos.replace('PRP$', 'PRPS').replace('.', 'dot').replace(',', 'comma').replace('(', 'marks').replace(')', 'marks').replace(':', 'marks').replace(';', 'marks'), t_word.replace('’', 'apostrophe').replace('.', 'dot').replace(',', 'comma').replace('(', 'marks').replace(')', 'marks').replace(':', 'marks').replace(';', 'marks').lower(), t_word))
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print('</p>')
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print('</div>')
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#treaty colonial top words list
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print('<div class="t_top_words"><div class="t_top_words_title"><b>Frequent words</b></div>')
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t_tokens_without_stopwords = nltk.FreqDist(words.lower() for words in t_tokenized_all if words.lower() not in t_custom_stopwords)
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t_frequency_word = FreqDist(t_tokens_without_stopwords)
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t_top_words = t_tokens_without_stopwords.most_common(20)
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for t_chosen_words, t_frequency in t_top_words:
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print('<div class="t_chosen_words" > {} ({}) </div>'.format(t_chosen_words, t_frequency))
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print('</div></div></div>')
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# at the end of wrapper
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print('</div>')
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print('</div>')
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print('''</body></html>''')
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