From 2a632ef0581539618faf8a5b110d05d509bfc585 Mon Sep 17 00:00:00 2001 From: Meaghen Sausville Date: Fri, 24 Feb 2017 17:39:42 -0500 Subject: [PATCH 1/9] Text Mining Project --- markov.py | 94 +++++++++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 94 insertions(+) create mode 100644 markov.py diff --git a/markov.py b/markov.py new file mode 100644 index 0000000..222721a --- /dev/null +++ b/markov.py @@ -0,0 +1,94 @@ +from collections import Counter +from bs4 import BeautifulSoup +import requests +import string +from numpy.random import choice + +""" +Importing honor code +""" +html = BeautifulSoup(requests.get('http://www.olin.edu/academic-life/student-affairs-resources/student-life/honor-code/').text, 'lxml') +startpoint = html.get_text().find('The Olin Honor Code Values') +stoppoint = html.get_text().find('Quick Links') + +honor = html.get_text()[startpoint:stoppoint] +listhonor = str(honor).split() + +#print(listhonor) + +""" +Importing felonies +""" +html = BeautifulSoup(requests.get('https://en.wikipedia.org/wiki/Felony').text, 'lxml') +startpoint = html.get_text().find('Broadly, felonies') +stoppoint = html.get_text().find('are the least serious') + +felonies = html.get_text()[startpoint:stoppoint] +listfelonies = str(felonies).split() + +#print(felonies.replace('[',' ').replace(']', ' ')) + +""" +Import Olin Promotional Text +""" + +html = BeautifulSoup(requests.get('http://www.olin.edu').text, 'lxml') +startpoint = html.get_text().find('At Olin') +stoppoint = html.get_text().find('institutions.') + +promotion = html.get_text()[startpoint:stoppoint] +listpromotion = str(promotion).split() + +#print(listpromotion) + +""" +Combing felonies and honor into listhonor +""" + +megalist = [] +megalist.extend(listhonor) +megalist.extend(listfelonies) +megalist.extend(listpromotion) +#print(megalist) + +#Finding word frequency +counts = Counter(megalist) +#print(counts) + +"""Make dictionary +""" +def markov(megalist): + + + i = 0; + markovdict = {} + for i in range(len(megalist)-1): + if megalist[i] not in markovdict: + markovdict[megalist[i]] = [] + markovdict[megalist[i]].append(megalist[i+1]) + return markovdict + + + +def smushit(markovdict, megalist): + + finallist = [] + capitals = filter(lambda x: x.lower() != x, megalist) + word = choice(list(capitals)) + finallist.append(word) + while not word.endswith("."): + word = choice(markovdict[word]) + finallist.append(word) +# words = [] +# for k, v in next_word.items(): +# words.append(k) + # probs.append(v) + # + # nxt = choice(words, p=probs) + # finallist.append(nxt) + return " ".join(finallist) + +if __name__ == "__main__": + x = markov(megalist) + #print(x) + print(smushit(x, megalist)) From adf06a81d6db27f3ccfbfc198ccdb869873fb8d3 Mon Sep 17 00:00:00 2001 From: Meaghen Sausville Date: Fri, 24 Feb 2017 18:28:48 -0500 Subject: [PATCH 2/9] handing in writeup --- .~lock.listquotes.odt# | 1 + Final writeup.odt | Bin 0 -> 68845 bytes Finalwriteup.pdf | Bin 0 -> 35175 bytes 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zxeP2ugAwxeysWZtUXI)LhiB>&$ALTY!85RT?%ZMT1RXdiB=E&+jM>*XCE`w-p}kIb zOxhE((SeEWE!i2-?B-8CKKpi8q12Bncse)btQD(v>V$~|2Z`sV_Gb*wS)?T<+Cydq zhS+k&UV)M51@3|pGr?d}7MK`qv62NwCOBxNz*vN)^8(|kEsM>oU)mb-({E#A0`yt% zgu_M5!V7)D6Mc~v5t|DVOMl}1G#2DJ-;pKHu$|^vjNq*MN==CD;>w)!+zJPQI+{6sb_WXBK|h+*@eUuG}n<>7NVo*w2CqKW%WNLZ?DvC>(_Ss wemH)p`N~UEr$~*&7&TeF<`6>d8(lZ+Rg>~2ISiYA7$qmhimtA%){jl~4I39Gxc~qF literal 0 HcmV?d00001 From 38ef318fea039dfe1654fdbf92e1cd8a6b124291 Mon Sep 17 00:00:00 2001 From: Meaghen Date: Fri, 24 Feb 2017 18:30:45 -0500 Subject: [PATCH 3/9] Update README.md --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index d0674e5..5877452 100644 --- a/README.md +++ b/README.md @@ -1,2 +1,3 @@ # TextMining This is the base repo for the text mining and analysis project for Software Design, Spring 2016 at Olin College. +https://github.com/msausville/TextMining/blob/master/Finalwriteup.pdf From 7a9770ef279161e87eb18ae3b837aa52cf257c10 Mon Sep 17 00:00:00 2001 From: Meaghen Sausville Date: Thu, 20 Apr 2017 15:57:55 -0400 Subject: [PATCH 4/9] don't commit this --- .~lock.listquotes.odt# | 1 - markov.py | 84 ++++++++++++++++++++++++++---------------- 2 files changed, 52 insertions(+), 33 deletions(-) delete mode 100644 .~lock.listquotes.odt# diff --git a/.~lock.listquotes.odt# b/.~lock.listquotes.odt# deleted file mode 100644 index f4cc73a..0000000 --- a/.~lock.listquotes.odt# +++ /dev/null @@ -1 +0,0 @@ -,meaghen,meaghen-Latitude-E5470,24.02.2017 17:37,file:///home/meaghen/.config/libreoffice/4; \ No newline at end of file diff --git a/markov.py b/markov.py index 222721a..a71bcf8 100644 --- a/markov.py +++ b/markov.py @@ -4,42 +4,56 @@ import string from numpy.random import choice -""" -Importing honor code -""" -html = BeautifulSoup(requests.get('http://www.olin.edu/academic-life/student-affairs-resources/student-life/honor-code/').text, 'lxml') -startpoint = html.get_text().find('The Olin Honor Code Values') -stoppoint = html.get_text().find('Quick Links') - -honor = html.get_text()[startpoint:stoppoint] -listhonor = str(honor).split() - -#print(listhonor) """ -Importing felonies +Function that pulls text from web """ -html = BeautifulSoup(requests.get('https://en.wikipedia.org/wiki/Felony').text, 'lxml') -startpoint = html.get_text().find('Broadly, felonies') -stoppoint = html.get_text().find('are the least serious') - -felonies = html.get_text()[startpoint:stoppoint] -listfelonies = str(felonies).split() -#print(felonies.replace('[',' ').replace(']', ' ')) +def words_from_internet(link=http://www.olin.edu/academic-life/student-affairs-resources/student-life/honor-code/, \ + start=The Olin Honor Code Values, stop=Quick Links): + html = BeautifulSoup(requests.get('link/').text, 'lxml') + startpoint = html.get_text().find('start') + stoppoint = html.get_text().find('stop') + + honor = html.get_text()[startpoint:stoppoint] + listhonor = str(honor).split() + +# """ +# Importing honor code +# """ +# html = BeautifulSoup(requests.get('http://www.olin.edu/academic-life/student-affairs-resources/student-life/honor-code/').text, 'lxml') +# startpoint = html.get_text().find('The Olin Honor Code Values') +# stoppoint = html.get_text().find('Quick Links') +# +# honor = html.get_text()[startpoint:stoppoint] +# listhonor = str(honor).split() -""" -Import Olin Promotional Text -""" - -html = BeautifulSoup(requests.get('http://www.olin.edu').text, 'lxml') -startpoint = html.get_text().find('At Olin') -stoppoint = html.get_text().find('institutions.') - -promotion = html.get_text()[startpoint:stoppoint] -listpromotion = str(promotion).split() - -#print(listpromotion) +#print(listhonor) +# +# """ +# Importing felonies +# """ +# html = BeautifulSoup(requests.get('https://en.wikipedia.org/wiki/Felony').text, 'lxml') +# startpoint = html.get_text().find('Broadly, felonies') +# stoppoint = html.get_text().find('are the least serious') +# +# felonies = html.get_text()[startpoint:stoppoint] +# listfelonies = str(felonies).split() +# +# #print(felonies.replace('[',' ').replace(']', ' ')) +# +# """ +# Import Olin Promotional Text +# """ +# +# html = BeautifulSoup(requests.get('http://www.olin.edu').text, 'lxml') +# startpoint = html.get_text().find('At Olin') +# stoppoint = html.get_text().find('institutions.') +# +# promotion = html.get_text()[startpoint:stoppoint] +# listpromotion = str(promotion).split() +# +# #print(listpromotion) """ Combing felonies and honor into listhonor @@ -88,7 +102,13 @@ def smushit(markovdict, megalist): # finallist.append(nxt) return " ".join(finallist) +def main_important_part(): + take in different texts --> call words from internet + combine them + markov chain + output sentence + if __name__ == "__main__": x = markov(megalist) - #print(x) + # print(x) print(smushit(x, megalist)) From ed3b36c27c397e9f65ce359bcbb62848a2756cee Mon Sep 17 00:00:00 2001 From: Meaghen Sausville Date: Thu, 20 Apr 2017 17:07:34 -0400 Subject: [PATCH 5/9] definitions added, for error currently --- markov.py | 88 ++++++++++++------------------------------------------- 1 file changed, 19 insertions(+), 69 deletions(-) diff --git a/markov.py b/markov.py index a71bcf8..256d7ab 100644 --- a/markov.py +++ b/markov.py @@ -8,68 +8,21 @@ """ Function that pulls text from web """ - -def words_from_internet(link=http://www.olin.edu/academic-life/student-affairs-resources/student-life/honor-code/, \ - start=The Olin Honor Code Values, stop=Quick Links): - html = BeautifulSoup(requests.get('link/').text, 'lxml') - startpoint = html.get_text().find('start') - stoppoint = html.get_text().find('stop') +megalist = [] +markovdict = {} +def words_from_internet(link='http://www.olin.edu/academic-life/student-affairs-resources/student-life/honor-code/', start='The Olin Honor Code Values', stop='Quick Links'): + html = BeautifulSoup(requests.get(link).text, 'lxml') + startpoint = html.get_text().find(start) + stoppoint = html.get_text().find(stop) honor = html.get_text()[startpoint:stoppoint] listhonor = str(honor).split() -# """ -# Importing honor code -# """ -# html = BeautifulSoup(requests.get('http://www.olin.edu/academic-life/student-affairs-resources/student-life/honor-code/').text, 'lxml') -# startpoint = html.get_text().find('The Olin Honor Code Values') -# stoppoint = html.get_text().find('Quick Links') -# -# honor = html.get_text()[startpoint:stoppoint] -# listhonor = str(honor).split() + # Combing all text into listhonor + megalist.extend(listhonor) -#print(listhonor) -# -# """ -# Importing felonies -# """ -# html = BeautifulSoup(requests.get('https://en.wikipedia.org/wiki/Felony').text, 'lxml') -# startpoint = html.get_text().find('Broadly, felonies') -# stoppoint = html.get_text().find('are the least serious') -# -# felonies = html.get_text()[startpoint:stoppoint] -# listfelonies = str(felonies).split() -# -# #print(felonies.replace('[',' ').replace(']', ' ')) -# -# """ -# Import Olin Promotional Text -# """ -# -# html = BeautifulSoup(requests.get('http://www.olin.edu').text, 'lxml') -# startpoint = html.get_text().find('At Olin') -# stoppoint = html.get_text().find('institutions.') -# -# promotion = html.get_text()[startpoint:stoppoint] -# listpromotion = str(promotion).split() -# -# #print(listpromotion) - -""" -Combing felonies and honor into listhonor """ - -megalist = [] -megalist.extend(listhonor) -megalist.extend(listfelonies) -megalist.extend(listpromotion) -#print(megalist) - -#Finding word frequency -counts = Counter(megalist) -#print(counts) - -"""Make dictionary +Make dictionary """ def markov(megalist): @@ -93,22 +46,19 @@ def smushit(markovdict, megalist): while not word.endswith("."): word = choice(markovdict[word]) finallist.append(word) -# words = [] -# for k, v in next_word.items(): -# words.append(k) - # probs.append(v) - # - # nxt = choice(words, p=probs) - # finallist.append(nxt) return " ".join(finallist) def main_important_part(): - take in different texts --> call words from internet - combine them - markov chain - output sentence + words_from_internet(link='http://www.olin.edu/academic-life/student-affairs-resources/student-life/honor-code/', start='The Olin Honor Code Values', stop='Quick Links') + words_from_internet(link='https://en.wikipedia.org/wiki/Felony', start='Broadly, felonies', stop='are the least serious') + words_from_internet(link='http://www.olin.edu', start='At Olin', stop='institutions.') + markov(megalist) + smushit(markovdict, megalist) + # markov chain + # output sentence if __name__ == "__main__": - x = markov(megalist) + # x = markov(megalist) # print(x) - print(smushit(x, megalist)) + # print(smushit(x, megalist)) + main_important_part() From 26633f2890f0bbd7da1163d9e6ed2908abbddef3 Mon Sep 17 00:00:00 2001 From: Meaghen Sausville Date: Fri, 21 Apr 2017 13:52:10 -0400 Subject: [PATCH 6/9] All in definitions, key error in markov dict --- markov.py | 5 ----- 1 file changed, 5 deletions(-) diff --git a/markov.py b/markov.py index 256d7ab..ee45c8c 100644 --- a/markov.py +++ b/markov.py @@ -54,11 +54,6 @@ def main_important_part(): words_from_internet(link='http://www.olin.edu', start='At Olin', stop='institutions.') markov(megalist) smushit(markovdict, megalist) - # markov chain - # output sentence if __name__ == "__main__": - # x = markov(megalist) - # print(x) - # print(smushit(x, megalist)) main_important_part() From b126fb8a4d535080190e181ab57d0ee5c4df1aaf Mon Sep 17 00:00:00 2001 From: Meaghen Sausville Date: Fri, 21 Apr 2017 14:10:10 -0400 Subject: [PATCH 7/9] markovdict can't key to words --- markov.py | 32 ++++++++++++++++++++------------ 1 file changed, 20 insertions(+), 12 deletions(-) diff --git a/markov.py b/markov.py index ee45c8c..0d90fa0 100644 --- a/markov.py +++ b/markov.py @@ -1,7 +1,5 @@ -from collections import Counter from bs4 import BeautifulSoup import requests -import string from numpy.random import choice @@ -21,39 +19,49 @@ def words_from_internet(link='http://www.olin.edu/academic-life/student-affairs- # Combing all text into listhonor megalist.extend(listhonor) + """ Make dictionary """ -def markov(megalist): - i = 0; +def markov(megalist): + + i = 0 markovdict = {} for i in range(len(megalist)-1): if megalist[i] not in markovdict: markovdict[megalist[i]] = [] markovdict[megalist[i]].append(megalist[i+1]) + # print(markovdict) return markovdict - def smushit(markovdict, megalist): finallist = [] capitals = filter(lambda x: x.lower() != x, megalist) word = choice(list(capitals)) finallist.append(word) - while not word.endswith("."): - word = choice(markovdict[word]) - finallist.append(word) - return " ".join(finallist) + print(markovdict[word]) + # while not word.endswith("."): + # word = choice(markovdict[word]) + # print('foo') + # finallist.append(word) + # return " ".join(finallist) + def main_important_part(): - words_from_internet(link='http://www.olin.edu/academic-life/student-affairs-resources/student-life/honor-code/', start='The Olin Honor Code Values', stop='Quick Links') - words_from_internet(link='https://en.wikipedia.org/wiki/Felony', start='Broadly, felonies', stop='are the least serious') - words_from_internet(link='http://www.olin.edu', start='At Olin', stop='institutions.') + words_from_internet(link='http://www.olin.edu/academic-life/student-affairs-resources/student-life/honor-code/', + start='The Olin Honor Code Values', stop='Quick Links') + words_from_internet(link='https://en.wikipedia.org/wiki/Felony', + start='Broadly, felonies', stop='are the least serious') + words_from_internet(link='http://www.olin.edu', + start='At Olin', stop='institutions.') + # print(megalist) markov(megalist) smushit(markovdict, megalist) + if __name__ == "__main__": main_important_part() From f1648aec871cdf37f7730d7817ee97fe87417ea7 Mon Sep 17 00:00:00 2001 From: Meaghen Sausville Date: Fri, 21 Apr 2017 14:28:13 -0400 Subject: [PATCH 8/9] blahh --- markov.py | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/markov.py b/markov.py index 0d90fa0..5857657 100644 --- a/markov.py +++ b/markov.py @@ -17,7 +17,7 @@ def words_from_internet(link='http://www.olin.edu/academic-life/student-affairs- listhonor = str(honor).split() # Combing all text into listhonor - megalist.extend(listhonor) + return megalist.extend(listhonor) """ @@ -43,7 +43,8 @@ def smushit(markovdict, megalist): capitals = filter(lambda x: x.lower() != x, megalist) word = choice(list(capitals)) finallist.append(word) - print(markovdict[word]) + print(word) + # print(markovdict[word]) # while not word.endswith("."): # word = choice(markovdict[word]) # print('foo') From 36c6aaac6dd0adf606542d33ec9fd72adb5edf7f Mon Sep 17 00:00:00 2001 From: Meaghen Sausville Date: Fri, 21 Apr 2017 15:16:17 -0400 Subject: [PATCH 9/9] bugs fixed, outputs markov chain --- markov.py | 18 ++++++------------ 1 file changed, 6 insertions(+), 12 deletions(-) diff --git a/markov.py b/markov.py index 5857657..e77beee 100644 --- a/markov.py +++ b/markov.py @@ -8,6 +8,7 @@ """ megalist = [] markovdict = {} +# print("in global scope", id(markovdict)) def words_from_internet(link='http://www.olin.edu/academic-life/student-affairs-resources/student-life/honor-code/', start='The Olin Honor Code Values', stop='Quick Links'): html = BeautifulSoup(requests.get(link).text, 'lxml') startpoint = html.get_text().find(start) @@ -26,14 +27,12 @@ def words_from_internet(link='http://www.olin.edu/academic-life/student-affairs- def markov(megalist): - i = 0 - markovdict = {} + # print("in markov", id(markovdict)) for i in range(len(megalist)-1): if megalist[i] not in markovdict: markovdict[megalist[i]] = [] markovdict[megalist[i]].append(megalist[i+1]) - # print(markovdict) return markovdict @@ -43,13 +42,9 @@ def smushit(markovdict, megalist): capitals = filter(lambda x: x.lower() != x, megalist) word = choice(list(capitals)) finallist.append(word) - print(word) - # print(markovdict[word]) - # while not word.endswith("."): - # word = choice(markovdict[word]) - # print('foo') - # finallist.append(word) - # return " ".join(finallist) + while not word.endswith("."): + finallist.append(word) + return " ".join(finallist) def main_important_part(): @@ -59,9 +54,8 @@ def main_important_part(): start='Broadly, felonies', stop='are the least serious') words_from_internet(link='http://www.olin.edu', start='At Olin', stop='institutions.') - # print(megalist) markov(megalist) - smushit(markovdict, megalist) + print(smushit(markovdict, megalist)) if __name__ == "__main__":