I will do sentimental analysis text classification using python nlp

Pakistan

I speak Urdu, English

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About this Gig

HI there,

I will provide you with services related to sentiment analysis, data classification, text classification, and clustering using python language.

I will provide you with:

  • Preprocessing of data
  • lemmatization
  • stemming
  • TF-IDF
  • Topic Modeling(LDA, LSA, SVD, and NMF Topic Modeling)
  • Split and filter text data in preparation for analysis
  • Analyze word frequency
  • Perform quick sentiment analysis with NLTKs built-in classifier
  • Define features for custom classification
  • Use and compare classifiers for sentiment analysis with NLTK

MODELS which I use for Text Classification and Sentiment Analysis:

  • VADER
  • K-MEANS
  • TEXT BLOBS and many more
  • NAVE BYES
  • Random Forest
  • Clustering Algorithms

SUPPORT VECTOR MACHINE(SVM)

  • Word Cloud
  • Results reports
  • Data Augmentation
  • Topic Modeling
  • Language Detection:
  • Lemmatization:
  • Named Entity Recognition (NER):
  • Paraphrasing:
  • Part-Of-Speech (POS) tagging:
  • Semantic Similarity:
  • Summarization: 
  • Text generation:
  • Tokenization: 
  • Translation: 
  • Data visualization
  • Implementation and hyper parameters tuning of machine learning algorithms i.e. logistic regression, linear regression, Decision Trees, Random Forest, SVM and many more

Project type:

Text analysis & NLP

Models & methods:

Machine learning

Supervised learning

Technology:

Python

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