From 38ea8687d4f2bb42f7b136301e0a186af3e7f2bf Mon Sep 17 00:00:00 2001 From: rebeccagettys Date: Thu, 25 Feb 2016 12:03:21 -0500 Subject: [PATCH 1/3] Added files via upload https://github.com/rebeccagettys/TextFiltering The link above is my actual repo, I just forked this so I could submit via a pull request! --- README.md | 16 +- gettys_writeup_reflection_textmining.pdf | Bin 0 -> 159571 bytes pickling_import_text | 19 +++ text_filter.py | 207 +++++++++++++++++++++++ 4 files changed, 240 insertions(+), 2 deletions(-) create mode 100644 gettys_writeup_reflection_textmining.pdf create mode 100644 pickling_import_text create mode 100644 text_filter.py diff --git a/README.md b/README.md index d0674e5..dfd36fa 100644 --- a/README.md +++ b/README.md @@ -1,2 +1,14 @@ -# TextMining -This is the base repo for the text mining and analysis project for Software Design, Spring 2016 at Olin College. +This is a color frequency analysis tool. First, open pickling_import_text.py and run it - this will pickle the data for +project gutenberg books of grimm, perrault, and andersen fairy tales. Next, open text_filter.py and run it. This will +automatically output graphs of the color word frequencies in these tales, named grimm_chart.png, perrault_chart. png, and + andersen_chart.png. + + If you would like to change the colors searched for in these tales, open text_filter.py and change the strings in COLORS + (a global variable) to whatever you would like to be searched. If you would like to use data other than the three fairy + tales used automaticaly, change the get_text calls in pickling_import_text at the bottom of the file with the URL of the + text file you would like analyze and the name you would like to use for it. Next, open text_filter.py and change the line at the bottom + of the main section that says text_lists= text_import(['andersen', 'perrault', 'grimm']) to use the names that you used + during pickling. You will get a list of dictionaries called output_dict which you can do whatever you like with. + If you would like it to graph (and have those graphs make sense) while analyzing anything other than the set of fairytales + mentioned above, you will need to change the text and variable names used within the graphs or else they won't make much + sense. \ No newline at end of file diff --git a/gettys_writeup_reflection_textmining.pdf b/gettys_writeup_reflection_textmining.pdf new file mode 100644 index 0000000000000000000000000000000000000000..2921b3be2cf2bfc84edadfe2d54ddc088a0a73e0 GIT binary patch literal 159571 zcmeFYbC6}**7ljUZQHhOXQeA`+qP|0T9vl#tVE@4+s^E)bI*Cd+x_0|_xrP>qa$|g zHDhtEx%L?QdDi$%QUwt)T1Gl%DAIxboBh+0+aJ>dLr^RP3%&nY^9ln-U`cB3o#)h^=#sqwPP>xOx#`@M!Zh+Amt1+u1h~9^4DjOsM z)RFl%z`%emoxLUjAnn-laiKDL4W%g}@bpadc+{WiYKLkLK4m3PyPr626bDUrI28lOO$x?Jj0N4#!kbnJ51n+E#bb&~k8{{ge_Jga4+$r2qv z+B{QBgnf0O{U_iDanQlMqcZ42KL8=a40wajH$$ie7An+tTB+yv?tR0lT>fc_*Ps2r 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run_books.py diff --git a/.idea/vcs.xml b/.idea/vcs.xml new file mode 100644 index 0000000..94a25f7 --- /dev/null +++ b/.idea/vcs.xml @@ -0,0 +1,6 @@ + + + + + + \ No newline at end of file diff --git a/README.md b/README.md index dfd36fa..e4fade6 100644 --- a/README.md +++ b/README.md @@ -1,14 +1,6 @@ -This is a color frequency analysis tool. First, open pickling_import_text.py and run it - this will pickle the data for -project gutenberg books of grimm, perrault, and andersen fairy tales. Next, open text_filter.py and run it. This will -automatically output graphs of the color word frequencies in these tales, named grimm_chart.png, perrault_chart. png, and - andersen_chart.png. - - If you would like to change the colors searched for in these tales, open text_filter.py and change the strings in COLORS - (a global variable) to whatever you would like to be searched. If you would like to use data other than the three fairy - tales used automaticaly, change the get_text calls in pickling_import_text at the bottom of the file with the URL of the - text file you would like analyze and the name you would like to use for it. Next, open text_filter.py and change the line at the bottom - of the main section that says text_lists= text_import(['andersen', 'perrault', 'grimm']) to use the names that you used - during pickling. You will get a list of dictionaries called output_dict which you can do whatever you like with. - If you would like it to graph (and have those graphs make sense) while analyzing anything other than the set of fairytales - mentioned above, you will need to change the text and variable names used within the graphs or else they won't make much - sense. \ No newline at end of file +This is a color frequency analysis tool. In order to use the tool, simply run run_books.py. This will automatically +analyze the text of Grimm's fairy tales. If you would like to change the colors searched for in these tales, open +text_filter.py and change the strings in COLORS (a global variable) to whatever you would like to be searched. +Automatically, this program will use Grimm's fairy tales as the source for color analysis; in that case, just press +enter during all of the questions. If you would like to change the text used, follow the prompts presented when you run +the program. \ No newline at end of file diff --git a/__init__.py b/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/pickling_import_text b/pickling_import_text.py similarity index 65% rename from pickling_import_text rename to pickling_import_text.py index 78b9d87..eadfdf9 100644 --- a/pickling_import_text +++ b/pickling_import_text.py @@ -14,6 +14,3 @@ def get_text(URL_string, name): pickle.dump(tale, save_file) save_file.close() -get_text('http://www.gutenberg.org/cache/epub/2591/pg2591.txt', 'grimm') -get_text('https://archive.org/download/fairytalesofhans27200gut/27200.txt','andersen') -get_text('https://ia600302.us.archive.org/15/items/thefairytalesofc29021gut/pg29021.txt', 'perrault') \ No newline at end of file diff --git a/run_books.py b/run_books.py new file mode 100644 index 0000000..e37cfcc --- /dev/null +++ b/run_books.py @@ -0,0 +1,43 @@ +from pickling_import_text import * +from text_filter import * +import sys + + +#def run_func(name_string = 'grimm', url_string='http://www.gutenberg.org/cache/epub/2591/pg2591.txt', graph_title_string='Color Word Frequencies in Brothers Grimm Stories', save_image_string = 'grimm_chart.png'): +def run_func(name_string, url_string, graph_title_string, save_image_string): + get_text(url_string,name_string) + a_text=text_importing(name_string) + tale_list_of_words = tale_slicing(a_text) + tale_dict = color_searching (tale_list_of_words) + item_dump_list = tale_dict.items() + tale_color_freq = list_dumping(item_dump_list) + universal_graph_func(tale_color_freq,graph_title_string,save_image_string) + + + +user_input_name = raw_input("Please input a Name of Story (letters and underscores only)") +user_input_url = raw_input("Please input a URL to a text file to be analysed") +user_input_title = raw_input("Please input what your desired title for the graph that will be generated") +user_input_save = raw_input("Please input the file name you would like the graph to be saved to (letters and underscores only)") + '.png' + +run_func(user_input_name,user_input_url, user_input_title, user_input_save) + + + +#if len(sys.argv) ==0: +# run_func() +#elif len(sys.argv) ==4: +# run_func(name_string=str(sys.argv[0]) , url_string=str(sys.argv[1]), +# graph_title_string=str(sys.argv[2]), save_image_string= str(sys.argv[3])) + +#else: +# print "Incorrect Number of Arguements. Please run without arguements for Grimm anaylsis or follow the following format: name url graph_title save_image_name) + + + + + +#run_func('grimm', 'http://www.gutenberg.org/cache/epub/2591/pg2591.txt','Color Word Frequencies in Brothers Grimm Stories', 'grimm_chart_2.png' ) +#run_func('perrault','https://ia600302.us.archive.org/15/items/thefairytalesofc29021gut/pg29021.txt', 'Color Word Frequencies in Charles Perrault Stories','perrault_chart_2.png', "perrault_chart_2.png") +#run_func('andersen','https://archive.org/download/fairytalesofhans27200gut/27200.txt', 'Color Word Frequencies in Hans Christian Andersen Stories', 'andersen_chart_2.png') + diff --git a/text_filter.py b/text_filter.py index 54ea21b..dd789be 100644 --- a/text_filter.py +++ b/text_filter.py @@ -1,7 +1,5 @@ """ This code was written by Rebecca Gettys, except where otherwise noted. """ #### MAIN SECIOTN #### -from pattern.web import * -import urllib2 import pickle import string import seaborn as sns @@ -22,21 +20,6 @@ def text_importing(name): tale = pickle.load(input_file) return tale -def text_import (names): - """ Runs imports on a list of names (strings) and returns them in a list. - Arguments: list of strings (names) - Returns: a list of three strings (the data from each pickle file)" - """ - text_lists = [] - for string in names: - text = text_importing(string) - text_lists.append(text) - return text_lists - -#grimm_text = text_importing('grimm') -#perrault_text = text_importing('perrault') -#andersen_text = text_importing('andersen') -#text_lists = [andersen_text, perrault_text, grimm_text] @@ -55,38 +38,22 @@ def color_searching(tale): -def tale_searches(talelist): - """Runs color_searching on each of the fairy tales and returns their dictionaries - Arguments: list of tales (which are lists of strings (words)) - Returns: list of dictionaries, one for each tale (inside each dictionary, format is color-frequency)""" - final_dict_list = [] #empty list - for tale in talelist: - tale_dict=color_searching(tale) - final_dict_list.append(tale_dict) - return final_dict_list -def tale_slicing(tale_list_text): - """Slices the tales (strings) up into a list of words without spaces or punctuation and then puts each of those lists into another list. + +def tale_slicing(tale): + """Slices the tales (strings) up into a list of words without spaces or punctuation NOTE: https://mail.python.org/pipermail/tutor/2001-October/009454.html explains punctuation removal method that I used Arguments: list of strings (texts of the gutenberg tales) - Returns: list of lists of words (a list containing lists whose items are the words of each tale)""" - #print len(tale_list_text) - tale_lists = [] - #print len(tale_list_text) - - for tale in tale_list_text: - #print tale[0:100] #so both tales are coming in correctly so it is only going through index 1's input, ignoring index 0's - tale_no_punc = '' - for char in tale: #killing punctuation - if not is_punct_char(char): - tale_no_punc = tale_no_punc+char #so extend the string everytime we run into a letter - list_of_words = [] - list_of_words = tale_no_punc.split( ) #splitting the string into the list - #print type(list_of_words) - #print list_of_words[0:100] - tale_lists.append(list_of_words) - #print len(tale_lists) - return tale_lists + Returns: lists of words""" + tale_no_punc = '' + for char in tale: #killing punctuation + if not is_punct_char(char): + tale_no_punc = tale_no_punc+char #so extend the string everytime we run into a letter + list_of_words = [] + list_of_words = tale_no_punc.split( ) #splitting the string into the list) + return list_of_words + + @@ -97,27 +64,6 @@ def is_punct_char(char): return char in string.punctuation #1 is punctuation, 0 is not punctuation -#andersen, perrault, grimm is always the order -text_lists= text_import(['andersen', 'perrault', 'grimm']) # change these strings if you changed what got pickled -tale_lists = tale_slicing(text_lists) -output_dicts = tale_searches(tale_lists) #output dicts is a list of dictionaries and is your final output! -### END OF MAIN SECTION ### - - -### GRAPHING AND DATA PROCESSING ### - -# Now just a ton of data processing -# just to make life easier, assign each dict inside output dict it's own variable - -andersen_dict = output_dicts[0] -perrault_dict = output_dicts[1] -grimm_dict = output_dicts[2] -# dump dictionary to list of tuples -andersen_item_dump = andersen_dict.items() -perrault_item_dump = perrault_dict.items() -grimm_item_dump = grimm_dict.items() - - def list_dumping (list): @@ -131,77 +77,38 @@ def list_dumping (list): color.append(i[0]) frequency.append(i[1]) return [color, frequency] -# turn the lists of tuples into a list of 2 lists each -andersen_color_freq= list_dumping(andersen_item_dump) -perrault_color_freq = list_dumping(perrault_item_dump) -grimm_color_freq = list_dumping(grimm_item_dump) # + +### END OF MAIN SECTION ### + +### GRAPHING AND DATA PROCESSING ### + ## patrick is amazing for helping with this!! -def graph_func(andersen): - sns.set( font_scale=.8) - sns.axlabel('Color', 'Frequency' ) - #colors from http://www.color-hex.com and wikipedia - flatui = ["#4b0082","#ffd700", "#e6e6fa", "#ffff00", "#FF2400", "#ff6eb4", "#d2b48c", "#ff00ff", "#0000ff", "#C8A2C8", - "#800080", "#FF007F", "#FD3F92", "#000000", "#dc143c", "#CCCCFF", "#ffffff", "#ff0000", "#631919", "#fffff0", - "#ffa500","#730000", "#808000","#00ffff","#c0c0c0","#808080", "#7fffd4", "#808080", "#008000", "#f5f5dc", + + +def universal_graph_func(text_variable,title_string,save_file_name_string): + sns.set(font_scale=.8) + sns.axlabel('Color', 'Frequency') + # colors from http://www.color-hex.com and wikipedia + flatui = ["#4b0082", "#ffd700", "#e6e6fa", "#ffff00", "#FF2400", "#ff6eb4", "#d2b48c", "#ff00ff", "#0000ff", + "#C8A2C8", + "#800080", "#FF007F", "#FD3F92", "#000000", "#dc143c", "#CCCCFF", "#ffffff", "#ff0000", "#631919", + "#fffff0", + "#ffa500", "#730000", "#808000", "#00ffff", "#c0c0c0", "#808080", "#7fffd4", "#808080", "#008000", + "#f5f5dc", "#329999", "#f0ffff", "#FFEF00"] custom_palette = sns.color_palette(flatui) - colors = andersen[0] - occurences = andersen[1] + colors = text_variable[0] + occurences = text_variable[1] ax = sns.barplot(colors, occurences, palette = custom_palette) fig = ax.get_figure() for item in ax.get_xticklabels(): item.set_rotation(45) - sns.plt.title('Color Word Frequencies in Hans Christian Andersen Stories') - fig.savefig('andersen_chart.png') - fig.clf() # Clear figure - - -def graph_func2(perrault): - sns.set( font_scale=.8) - sns.axlabel('Color', 'Frequency' ) - #colors from http://www.color-hex.com and wikipedia - flatui = ["#4b0082","#ffd700", "#e6e6fa", "#ffff00", "#FF2400", "#ff6eb4", "#d2b48c", "#ff00ff", "#0000ff", "#C8A2C8", - "#800080", "#FF007F", "#FD3F92", "#000000", "#dc143c", "#CCCCFF", "#ffffff", "#ff0000", "#631919", "#fffff0", - "#ffa500","#730000", "#808000","#00ffff","#c0c0c0","#808080", "#7fffd4", "#808080", "#008000", "#f5f5dc", - "#329999", "#f0ffff", "#FFEF00"] - custom_palette = sns.color_palette(flatui) - colors = perrault[0] - occurences = perrault[1] - ax2 = sns.barplot(colors, occurences, palette = custom_palette) - fig2 = ax2.get_figure() - for item in ax2.get_xticklabels(): - item.set_rotation(45) - sns.plt.title('Color Word Frequencies in Charles Perrault Stories') - fig2.savefig('perrault_chart.png') - fig2.clf() - -def graph_func3(grimm): - sns.set( font_scale=.8) - sns.axlabel('Color', 'Frequency' ) - - #colors from http://www.color-hex.com and wikipedia - #flatui = ["#521515", "#fffff0", "#4b0082","#ffd700", "#7fffd4", "#e6e6fa", "#ffff00", - # "#dc143c", "#ffc0cb", "#660000", "#808000", "#00ffff", "#d2b48c", "#c0c0c0", - # "#ff00ff", "#0000ff", "#808080", "#ffec8b","#ab82ff", "#ee4000", "#993299", - # "#ffaeb9", "#FF00FF", "#808080", '#f0ffff', "#008000", "#f5f5dc", "#008080", - # "#CCCCFF","#ffa500", "#000000", "#ffffff", "#ff0000"] - flatui = ["#4b0082","#ffd700", "#e6e6fa", "#ffff00", "#FF2400", "#ff6eb4", "#d2b48c", "#ff00ff", "#0000ff", "#C8A2C8", - "#800080", "#FF007F", "#FD3F92", "#000000", "#dc143c", "#CCCCFF", "#ffffff", "#ff0000", "#631919", "#fffff0", - "#ffa500","#730000", "#808000","#00ffff","#c0c0c0","#808080", "#7fffd4", "#808080", "#008000", "#f5f5dc", - "#329999", "#f0ffff", "#FFEF00"] - custom_palette = sns.color_palette(flatui) - colors = grimm[0] - occurences = grimm[1] - ax3 = sns.barplot(colors, occurences, palette = custom_palette) - fig3 = ax3.get_figure() - for item in ax3.get_xticklabels(): - item.set_rotation(45) - sns.plt.title('Color Word Frequencies in Brothers Grimm Stories') - fig3.savefig('grimm_chart.png') - fig3.clf() -graph_func(andersen_color_freq) -graph_func2(perrault_color_freq) -graph_func3(grimm_color_freq) + sns.plt.title(title_string) + fig.savefig(save_file_name_string) + fig.clf() + + + From 7cca43a44fd75eb9b9dcb13808be536a291ac4b3 Mon Sep 17 00:00:00 2001 From: rebeccagettys Date: Sun, 17 Apr 2016 09:21:57 -0400 Subject: [PATCH 3/3] done! --- README.md | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/README.md b/README.md index e4fade6..12735ff 100644 --- a/README.md +++ b/README.md @@ -1,6 +1,5 @@ This is a color frequency analysis tool. In order to use the tool, simply run run_books.py. This will automatically analyze the text of Grimm's fairy tales. If you would like to change the colors searched for in these tales, open text_filter.py and change the strings in COLORS (a global variable) to whatever you would like to be searched. -Automatically, this program will use Grimm's fairy tales as the source for color analysis; in that case, just press -enter during all of the questions. If you would like to change the text used, follow the prompts presented when you run -the program. \ No newline at end of file +After running ths script, follow the prompts presented when you run the program for name of the story (letters and + underscores only), URL of the text file of the story, save file name (letters and underscores only), and graph title. \ No newline at end of file