Machine Learning

Machine Learning expert Jose comes with a strange problem

“What does a blogger really wish to convey in blog?”

Jose meets Ace blogger Susan to understand why she blogs

Susan ‘because I can unleash self beautifully”

Jose “Do you wish to analyze what you write. What type of sentiment scores it has?”

Susan “What is that?”

Jose “Will wish to check attitude of your writings, whether it caries positive, negative or neutral approach towards a topic.  It is known as polarity score”

Jose “Your blog could be subjective or objective too

Subjective sentence may in form of opnion, allegations, desires, beliefs, suspicions and speculations”

Objective sentence contains some factual information of the world.

Opinions could be positive, negative.. and so on..

I experimented this on the above piece of writing

Analyze Text

// //

  • polarity :  positive,
  • subjectivity :  unknown,
  • text :  Machine Learning expert Jose comes with a strange problem “What does a blogger really wish to convey in blog?” Jose me…,
  • polarity_confidence :  0.9858156028368794,
  • subjectivity_confidence :  0

“Sentiment Analysis is most crucial for improving blog quality or understanding how we wish to place a blog in a particular category”

Analyze Text of above sentence

// //

Polarity Polarity confidence Subjectivity Subjectivity confidence
Positive 0.8348374524337379 Subjective 1

Jose “Am initiating a blog analytic initiative soon. 🙂 Any takers

Susan ‘Of course Jose.. ”

Object

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