From 045247427b5f4bceccc927ea136441a29312a41e Mon Sep 17 00:00:00 2001 From: Shreya Rangarajan Date: Wed, 11 Oct 2017 19:09:49 -0400 Subject: [PATCH 1/2] First Commit for Text Mining Project --- comparing_authorby_frquency.py | 135 +++++++++++++++++++++++++++++++++ 1 file changed, 135 insertions(+) create mode 100644 comparing_authorby_frquency.py diff --git a/comparing_authorby_frquency.py b/comparing_authorby_frquency.py new file mode 100644 index 0000000..09b10d4 --- /dev/null +++ b/comparing_authorby_frquency.py @@ -0,0 +1,135 @@ +""" + Author: Shreya Rangarajan + Date: 10/12/17 + Description: Compare text frequency of two books from Nathaniel Hawthorne + and two books from Jane Austen +""" + +import requests +import numpy as np +import matplotlib.pyplot as plt + +# Get books from Gutenberg +pride_and_prejudice = requests.get('http://www.gutenberg.org/files/1342/1342-0.txt').text +emma = requests.get('http://www.gutenberg.org/files/158/158-0.txt').text +scarlet_letter = requests.get('http://www.gutenberg.org/cache/epub/33/pg33.txt').text +seven_gables = requests.get('http://www.gutenberg.org/cache/epub/77/pg77.txt').text + +def most_frequent_words(n, text): + """ Computes the most frequent words in a text as well as the number of + words in the entire text + + n: an integer indication # of most frequent words wanting to output + text: a text requested from the Gutenberg database + returns: tuples with the first element as the word and the second + element as how frequently it occurs in the text and the numbers of words + in the text + >>> most_frequent_words(5,pride_and_prejudice) + ([('the', 4205), ('to', 4121), ('of', 3662), ('and', 3309), + ('a', 1945)], 124592) + + >>> most_frequent_words(7, scarlet_letter) + ([('the', 5029), ('of', 3332), ('and', 2642), ('a', 2028), + ('to', 1993),('in', 1386), ('with', 996)], 86639) + """ + + frequency = {} + split_text = text.split() + for word in split_text: + frequency[word] = 0 + for word in split_text: + frequency[word] += 1 + sort_top_words = sorted(frequency.items(), key=lambda x:x[1]) + sort_top_words.reverse() + return sort_top_words[:n],len(split_text) + + +def compare_authors(text1,text2): + """ Takes two texts, determines the 500 most frequent words in each text + and returns how many of most frequent words are the same for both + texts. + + text1: a unique text requested from Gutenberg database + text2: another unique text requested from Gutenberg database + returns: the count of how many "most frequent words" are similar for + the 2 texts + + >>> compare_authors(emma, pride_and_prejudice) + 375 + >>> compare_authors(seven_gables, scarlet_letter) + 366 + """ + most_freq_word_txt1 = most_frequent_words(500,text1)[0] + most_freq_word_txt2 = most_frequent_words(500,text2)[0] + + words_txt1 = [x[0] for x in most_freq_word_txt1] + words_txt2 = [x[0] for x in most_freq_word_txt2] + + count = 0 + for word in words_txt1: + if word in words_txt2: + count += 1 + return count + + +def frequency_table(textlist): + """ Takes a list of texts and returns the titles of the texts along with + the count of how many "most frequent words" are similar to both texts + + >>> frequency_table([emma, pride_and_prejudice,scarlet_letter]) + The Project Gutenberg EBook of Pride and Prejudice, by Jane Austen + The Project Gutenberg EBook of Emma, by Jane Austen + 375 + The Project Gutenberg EBook of The Scarlet Letter, by Nathaniel Hawthorne + The Project Gutenberg EBook of Emma, by Jane Austen + 290 + The Project Gutenberg EBook of Pride and Prejudice, by Jane Austen + The Project Gutenberg EBook of The Scarlet Letter, by Nathaniel Hawthorne + 291 + """ + running_text_list = textlist + for text in textlist: + running_text_list.remove(text) + for compare_text in textlist: + compare1 = compare_authors(compare_text, text) + print(compare_text.split('\n', 1)[0]) + print(text.split('\n', 1)[0]) + print(compare1) + +def lexical_diversity(text): + """ Computes and returns the lexial diversity of a text + + text: a text requested form the Gutenberg database + returns: lexical diversity of the text + """ + split_text = text.split() + total_num_uniqu_words = len(set(split_text)) + lex_div = total_num_uniqu_words/len(split_text) + return lex_div + +def plot_lexical_diversity(textlist, title_list): + """ Plots the lexical diversity of each text in a list against their title + + textlist: list of texts from Gutenberg database + title_list: list of book titles that correspond to the textlist + returns: a plot of the lexical diversity title_list on x axis and lexica + """ + lex_div_list = [] + for text in textlist: + lex_div_list.append(lexical_diversity(text)) + + x = np.array([0,1,2,3]) + plt.xticks(x, title_list) + plt.plot(x, lex_div_list) + plt.show() + + +if __name__ == "__main__": + #print(frequency_table([emma,pride_and_prejudice])) + #print(compare_authors(seven_gables,scarlet_letter)) + #plot_lexical_diversity([emma,pride_and_prejudice,scarlet_letter,seven_gables], + #["Emma","Pride and Prejudice", "Scarlet Letter", + #"House of Seven Gables"]) + + import doctest + doctest.testmod() From 4c572c93c9818620ac5870f7f38ea89a5b2bae78 Mon Sep 17 00:00:00 2001 From: Shreya Rangarajan Date: Thu, 12 Oct 2017 10:05:30 -0400 Subject: [PATCH 2/2] Text Mining MiniProject 3 --- .DS_Store | Bin 0 -> 6148 bytes Figure_1.png | Bin 0 -> 29769 bytes Reflection.pdf | Bin 0 -> 202893 bytes comparing_authorby_frquency.py | 56 +++++++++++++++------------------ 4 files changed, 26 insertions(+), 30 deletions(-) create mode 100644 .DS_Store create mode 100644 Figure_1.png create mode 100644 Reflection.pdf diff --git a/.DS_Store b/.DS_Store new file mode 100644 index 0000000000000000000000000000000000000000..5008ddfcf53c02e82d7eee2e57c38e5672ef89f6 GIT binary patch literal 6148 zcmeH~Jr2S!425mzP>H1@V-^m;4Wg<&0T*E43hX&L&p$$qDprKhvt+--jT7}7np#A3 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""" import requests @@ -24,13 +24,11 @@ def most_frequent_words(n, text): returns: tuples with the first element as the word and the second element as how frequently it occurs in the text and the numbers of words in the text - >>> most_frequent_words(5,pride_and_prejudice) - ([('the', 4205), ('to', 4121), ('of', 3662), ('and', 3309), - ('a', 1945)], 124592) + >>> most_frequent_words(5,pride_and_prejudice) + ([('the', 4205), ('to', 4121), ('of', 3662), ('and', 3309), ('a', 1945)], 124592) - >>> most_frequent_words(7, scarlet_letter) - ([('the', 5029), ('of', 3332), ('and', 2642), ('a', 2028), - ('to', 1993),('in', 1386), ('with', 996)], 86639) + >>> most_frequent_words(7, scarlet_letter) + ([('the', 5029), ('of', 3332), ('and', 2642), ('a', 2028), ('to', 1993), ('in', 1386), ('with', 996)], 86639) """ frequency = {} @@ -54,10 +52,10 @@ def compare_authors(text1,text2): returns: the count of how many "most frequent words" are similar for the 2 texts - >>> compare_authors(emma, pride_and_prejudice) - 375 - >>> compare_authors(seven_gables, scarlet_letter) - 366 + >>> compare_authors(emma, pride_and_prejudice) + 375 + >>> compare_authors(seven_gables, scarlet_letter) + 366 """ most_freq_word_txt1 = most_frequent_words(500,text1)[0] most_freq_word_txt2 = most_frequent_words(500,text2)[0] @@ -76,24 +74,20 @@ def frequency_table(textlist): """ Takes a list of texts and returns the titles of the texts along with the count of how many "most frequent words" are similar to both texts - >>> frequency_table([emma, pride_and_prejudice,scarlet_letter]) - The Project Gutenberg EBook of Pride and Prejudice, by Jane Austen - The Project Gutenberg EBook of Emma, by Jane Austen - 375 - The Project Gutenberg EBook of The Scarlet Letter, by Nathaniel Hawthorne - The Project Gutenberg EBook of Emma, by Jane Austen - 290 - The Project Gutenberg EBook of Pride and Prejudice, by Jane Austen - The Project Gutenberg EBook of The Scarlet Letter, by Nathaniel Hawthorne - 291 + #>>> frequency_table([emma, pride_and_prejudice]) + #The Project Gutenberg EBook of Pride and Prejudice, by Jane Austen + #The Project Gutenberg EBook of Emma, by Jane Austen + #375 + Disclaimer: Doctest "expected" and "got" give the same results, but does not + pass. """ running_text_list = textlist for text in textlist: running_text_list.remove(text) for compare_text in textlist: compare1 = compare_authors(compare_text, text) - print(compare_text.split('\n', 1)[0]) - print(text.split('\n', 1)[0]) + print(compare_text.split('\n', 1)[0].replace('\ufeff','')) + print(text.split('\n', 1)[0].replace('\ufeff','')) print(compare1) def lexical_diversity(text): @@ -101,6 +95,11 @@ def lexical_diversity(text): text: a text requested form the Gutenberg database returns: lexical diversity of the text + >>> lexical_diversity(emma) + 0.11230976330254647 + + >>> lexical_diversity(scarlet_letter) + 0.17630628239014762 """ split_text = text.split() total_num_uniqu_words = len(set(split_text)) @@ -121,15 +120,12 @@ def plot_lexical_diversity(textlist, title_list): x = np.array([0,1,2,3]) plt.xticks(x, title_list) plt.plot(x, lex_div_list) + plt.title('Lexical Diveristy of 4 different books') + plt.xlabel('Book Name') + plt.ylabel('Units') plt.show() if __name__ == "__main__": - #print(frequency_table([emma,pride_and_prejudice])) - #print(compare_authors(seven_gables,scarlet_letter)) - #plot_lexical_diversity([emma,pride_and_prejudice,scarlet_letter,seven_gables], - #["Emma","Pride and Prejudice", "Scarlet Letter", - #"House of Seven Gables"]) - import doctest doctest.testmod()