URI: 
       tmove credentials to its own file, add makefile - counterfacto - small software tool to analyze twitter and highlight counterfactual statements
  HTML git clone git://parazyd.org/counterfacto.git
   DIR Log
   DIR Files
   DIR Refs
   DIR README
   DIR LICENSE
       ---
   DIR commit c197f14a541519e2e261e6ff6bebbfaf742181d0
   DIR parent 96a0a3e5c2992c9c5b687762972a385773f51061
  HTML Author: parazyd <parazyd@dyne.org>
       Date:   Mon,  2 Jan 2017 20:07:15 +0100
       
       move credentials to its own file, add makefile
       
       Diffstat:
         A .gitignore                          |       2 ++
         A Makefile                            |      11 +++++++++++
         M README.md                           |      57 +++++++++++++++++++++----------
         M counterfacto                        |      15 ++++++++-------
       
       4 files changed, 60 insertions(+), 25 deletions(-)
       ---
   DIR diff --git a/.gitignore b/.gitignore
       t@@ -0,0 +1,2 @@
       +credentials
       +twokenize.pyc
   DIR diff --git a/Makefile b/Makefile
       t@@ -0,0 +1,11 @@
       +all:
       +        @echo downloading python nltk tagger
       +        @python2 -c "import nltk; nltk.download('averaged_perceptron_tagger')"
       +        @echo
       +        @echo please create a file called credentials with the following data:
       +        @echo "oatoken = 'yourOAuthToken'"
       +        @echo "oasecret = 'yourOAuthSecret'"
       +        @echo "conskey = 'yourConsumerKey'"
       +        @echo "conssecret = 'yourConsSecret'"
       +        @echo
       +        @echo you can get these by creating a twitter app
   DIR diff --git a/README.md b/README.md
       t@@ -3,17 +3,26 @@
        
        Counterfactual (noun)
        
       -Definition: the tendency to create possible alternatives to life events that have already occurred; something that is contrary to what actually happened.
       +Definition: the tendency to create possible alternatives to life events
       +that have already occurred; something that is contrary to what actually
       +happened.
        
       -Effects: it starts off with disappointment, then one will be able to uncover insights or knowledge that can be used to enhance future performance, leading to a better outcome in life.
       +Effects: it starts off with disappointment, then one will be able to
       +uncover insights or knowledge that can be used to enhance future
       +performance, leading to a better outcome in life.
        
        ----------------------------------------------------------------------------------
        
       -Counterfacto is a small software tool that can analyse search results on twitter to highlight counterfactual statements on certain topics.
       +Counterfacto is a small software tool that can analyse search results
       +on twitter to highlight counterfactual statements on certain topics.
        
       -This tool is used by PIEnews.eu researchers for sentiment analysis about poverty and other related topics, to understand actual stories elaborated as counterfactual.
       +This tool is used by PIEnews.eu researchers for sentiment analysis
       +about poverty and other related topics, to understand actual stories
       +elaborated as counterfactual.
        
       -We deem such a tool as a useful experiment, considering the importance of counterfactual analysis for political sentiment assessments and focus on news stories.
       +We deem such a tool as a useful experiment, considering the importance
       +of counterfactual analysis for political sentiment assessments and
       +focus on news stories.
        
        ## Dependencies
        
       t@@ -23,28 +32,30 @@ Python is required along the following packages:
        python-twitter python-nltk
        ```
        
       -Then run the `python` console in a terminal and type
       +Your distro may have an outdated nltk (less than 3.2) without the
       +perceptron module, in that case an update from `pip` is needed:
        
        ```
       -import nltk
       -nltk.download('averaged_perceptron_tagger')
       +pip install nltk --upgrade
        ```
        
       -This will download the nltk_data folder and place it in your `$HOME`.
       +After installing the necessary python modules, run `make`, which will
       +then download the needed data for nltk, and tell you how to use your
       +twitter credentials in counterfacto
        
       -Your distro may have an outdated nltk (less than 3.2) without the perceptron module, in that case an update from `pip` is needed:
       +## Usage
        
        ```
       -pip install nltk --upgrade
       +usage: ./counterfacto [-a account] [-f tweetfile] [-s searchterm]
        ```
        
        ## References
        
       -- Learning Representations for Counterfactual Inference (2016) http://jmlr.org/proceedings/papers/v48/johansson16.pdf
       +- [Learning Representations for Counterfactual Inference (2016)](http://jmlr.org/proceedings/papers/v48/johansson16.pdf)
        
       -- Bounding and Minimizing Counterfactual Error (2016) https://arxiv.org/abs/1606.03976
       +- [Bounding and Minimizing Counterfactual Error (2016)](https://arxiv.org/abs/1606.03976)
        
       -- "Counterfactuals in the Language of Social Media: A Natural Language Processing Project in Conjunction with the World Well Being Project" (2015) http://www.seas.upenn.edu/~cse400/CSE400_2015_2016/reports/report_15.pdf
       +- [Counterfactuals in the Language of Social Media: A Natural Language Processing Project in Conjunction with the World Well Being Project (2015)](http://www.seas.upenn.edu/~cse400/CSE400_2015_2016/reports/report_15.pdf)
        
        ## Licensing
        
       t@@ -54,10 +65,20 @@ as part of the PIEnews project
        Software written by Ivan J. <parazyd@dyne.org>
        with contributions by Denis Roio <jaromil@dyne.org>
        
       -This source code is free software; you can redistribute it and/or modify it under the terms of the GNU Public License as published by the Free Software Foundation; either version 3 of the License, or (at your option) any later version.
       +This source code is free software; you can redistribute it and/or
       +modify it under the terms of the GNU Public License as published by the
       +Free Software Foundation; either version 3 of the License, or (at your
       +option) any later version.
        
       -This source code is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  Please refer to the GNU Public License for more details.
       +This source code is distributed in the hope that it will be useful, but
       +WITHOUT ANY WARRANTY; without even the implied warranty of
       +MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  Please refer to
       +the GNU Public License for more details.
        
       -You should have received a copy of the GNU Public License along with this source code; if not, write to: Free Software Foundation, Inc., 675 Mass Ave, Cambridge, MA 02139, USA.
       +You should have received a copy of the GNU Public License along with
       +this source code; if not, write to: Free Software Foundation, Inc.,
       +Mass Ave, Cambridge, MA 02139, USA.
        
       -This project has received funding from the European Union’s Horizon 2020 Programme for research, technological development and demonstration under grant agreement nr. 687922
       +This project has received funding from the European Union’s Horizon 2020
       +Programme for research, technological development and demonstration under
       +grant agreement nr. 687922
   DIR diff --git a/counterfacto b/counterfacto
       t@@ -35,11 +35,12 @@ global tweetfile
        global taggedFile
        taggedFile = 'tagged.txt'
        
       -## get these by creating a twitter app
       -oatoken = ''
       -oasecret = ''
       -conskey = ''
       -conssecret = ''
       +try:
       +    with open('credentials') as fd:
       +        exec(fd.read())
       +except:
       +    print('no credentials file found. please create it.')
       +    exit(1)
        
        
        def main():
       t@@ -103,7 +104,7 @@ def main():
                    classify(tweetfile)
        
            except:
       -        print("usage: counterfacto [-a account] [-f tweetfile] [-s searchterm]")
       +        print("usage: " + sys.argv[0] + " [-a account] [-f tweetfile] [-s searchterm]")
                exit(1)
        
        ## {{{ processing functions
       t@@ -300,6 +301,6 @@ def classify(tweetfile):
            tweetFile.close()
            tagFile.close()
        
       -    print("counterfactuals: " + str(count))
       +    print("counterfactuals: " + str(count) + "/100")
        
        main()