Title: Sentiment Analysis: A Way To Improve Your Business
1Sentiment Analysis A Way To Improve Your Business
- In this blog post, we are going to introduce the
readers to an important field of artificial
intelligence which is known as Sentiment
Analysis. Its something that is used to discover
an individual's beliefs, emotions, and feelings
about a product or a service. As we proceed
further in this tutorial, readers and passionate
individuals will come to know how such an amazing
approach is implemented with the flow diagram.
2What is Sentiment Analysis?
Sentiment analysis is the process of using
natural language processing, text analysis, and
statistics to analyze customer analysis or
sentiments. The most reputable businesses
appreciate the sentiment of their customerswhat
people are saying, how theyre saying it, and
what they mean.
3Why are sentimental analysis of Giant E-commerce
websites important?
In today's world, marketing and branding have
become the strength of colossal businesses and to
build a connection between the customers' such
businesses leverage social media. The major aim
of establishing this connection is to simply
encourage two-way communication, where everyone
benefits from online engagement.
4Generalize approach for Sentiment analysis?
Sentiment analysis uses various Natural Language
Processing (NLP) methods and algorithms. There
are two processes which clarify to you how
machine learning classifiers can be implemented.
Take a look.
5Steps for sentiment analysis using predefined
library
We are explaining the general approach for
implementing sentiment analysis using a
predefined library. I will implement three phases
of this approach such as data gathering, data
cleaning and predicting with live code. Each line
of the code will be explained in the respective
section. General approach is also mentioned in
the flowchart below.
6Data scraping from internet
Data scraping and web scraping are similar things
in which we extract the data from the specific
URL. Data scraping is the technique to collect
the data which extracts data with a computer
program and make it human-readable content so
that you can read store, and access easily.
7Sentiment Analysis
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analysis-a-way-to-improve-your-business/