Practical Text and Sentimental Analysis

——   Created by Kelvin Fosu

Sentimental/Text Analysis for AnyBody

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Course
12
Lessons
1h 49m
Lesson time
beginner
Skill level

More about this course

Learn to use some python libraries for text analysis(spelling correction, Parts of Speech (POS) Tagging pluralization, tokenization) and sentimental analysis like Polarity( positive or negative sentiments) and subjectivity( the beliefs and feelings of a person expressed in a text or tweet post. 

In this course, we would learn lots of different methods used in text analysis using TextBlob's methods and the Tweepy library to analyze sentiments in tweets.

The course assumes you already have python3, Anaconda already installed and you're comfortable using Jupyter notebook. Also, some background understanding of python basics is very helpful.

You'll have free -downloadable access to the course activities/ exercise from the first section of the course module. The jupyter notebook exercise file has been well commented on so you understand what we are trying to achieve with each line of code.

This should help you practice on your own while watching the video. Also, more sessions will be added as they are being edited.

*Python 3* is the version of python used in the lectures and Jupyter notebook is the IDE used in programming for the course.

It should be noted that python and anaconda installations and downloads and setting up anaconda and python is not taught in this course.

TextBlob package and Tweepy Package

12 Lessons

Downloads and Installations of IDE's
0:13:27
Python Download & Installation
Sentimental Analysis
0:09:13
Sentimental analysis - polarity and subjectivity - textblob
0:13:31
Sentimental analysis - tweepy
free preview
Find || Correct || Uppercase || Lowercase || Count || Translate- TextBlob
0:06:57
Using some textblob methods
Lemmatization || Tokenization || Pluralize-TextBlob
0:09:03
Lemmatization || Tokenization || Pluralize-Methods
Parts Of Speech(POS) tagging|| Parse & Ngrams-TextBlob
0:07:59
ngrams,Pos,Parse
Language Translation || Language Detection-TextBlob
0:05:23
Language translation & detection
TextBlob Exercise 1
0:04:10
Definitions || Define || Spellcheck Methods
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Class benefits

  • Certificate of Completion
  • 30 day satisfaction guarantee
  • 24/7 streaming access
  • Direct teacher access
  • 1h 49m of on-demand video
  • 1 downloadable file
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About the instructor

Overarching goal; People, Planet over Profit. I enjoy humanitarian activities and love to get involved in philanthropic projects. I believe that Arts, Science and Technology are the building blocks of any nation and experiential education is key in making people be what they would like to become. Education should be …

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