Text mining

Konsep

• Identifying the Pathways for Meaning Circulation using Text Network Analysis
• Text Mining (iseng): Persepsi Media Online Terhadap CAGUB DKI
• https://medium.com/curahan-rekanalar/karena-data-gak-mungkin-bohong-a17ff90cef87#.dln5kge9r

Inisiatif Bahasa Indonesia

• kateglo
• bimanlp

stemmer

• sastrawi
• Indonesian Stemmer
• go-sastrawi

klasifikasi

• go-bayesian

sentiment

• SentiStrengthID
• sentiment monitor

Referensi

• https://github.com/muhammadhabibi/nlp-bahasa-indonesia

Corpus & Stemmers

• NLTK: Sastrawi Stemmer
• NLTK: Stemming
• https://github.com/famrashel/idn-tagged-corpus
• https://github.com/masdevid/ID-Stopwords
• https://t.co/JbIFVguZGZ
• https://github.com/ardwort/freq-dist-id
• NLTK: membuang kata yang tidak penting dan jarang dipakai
• NLTK: membuang kata penghubung yang tidak bermakna

Python

• Text Mining in R and Python: 8 Tips To Get Started
• PyPI
• https://pypi.python.org/pypi/textmining/1.0
• Python: mining tcpdump

Twitter

• Python: Collect Twitter follower network with twecoll RECOMMENDED
• https://github.com/ravikiranj/twitter-sentiment-analyzer RECOMMENDED
• https://github.com/anfederico/Stocktalk RECOMMENDED

Sentiment

• NLTK: Sentiment Strength Detection in Bahasa Indonesia RECOMMENDED
• NLTK: Basic Sentiment Analysis with Python RECOMMENDED
• NLTK: Sentiment Analysis dengan Python
• NLTK: membuat movie review bahasa indonesia
• Text Classification for Sentiment Analysis – Naive Bayes Classifier
• http://streamhacker.com/2010/05/10/text-classification-sentiment-analysis-naive-bayes-classifier/
• http://pythonhosted.org/sentiment_classifier/
• Sentiment Analysis with Python NLTK Text Classification
• http://text-processing.com/demo/sentiment/
• http://www.laurentluce.com/posts/twitter-sentiment-analysis-using-python-and-nltk/
• Twitter Sentiment Analysis with NLTK
• Graphing Live Twitter Sentiment Analysis with NLTK

• Text Mining: Sentiment Classifier
• http://pythonhosted.org/sentiment_classifier/ RECOMMENDED
• Testing the NLTK classifier on specific file

Sequential Data Mining

• http://www.philippe-fournier-viger.com/spmf/index.php?link=algorithms.php
• https://github.com/bartdag/pymining
• https://github.com/jasonish/py-idstools
• http://www.clips.ua.ac.be/pages/pattern

Twitter

• NLTK: Twitter

Pranala Menarik

• Python: NLTK install
• Python: NLTK download corpus
• Python: NLTK stopwords
• Python: cari-stopwords.py
• Python: cari-stopwords-freq.py
• Python: cari-stopwords-common.py
• Python: stopwords Indonesia
• Python: NLTK twitter
• Python: NLTK analisa wikileak
• Python: NLTK cleaning text
• https://github.com/robincamille/gephi-scripts/blob/master/gephi-wordpairs-5
• Python: Gephi + MALLET + EMDA
• Python: NLTK Twitter Sentiment Analysis
• Python: NLTK Twitter Sentiment Analysis 2