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Data Sentiment Analysis from Social Media

Started this discussion. Last reply by Thisura Mindula Senevirathne Oct 4. 3 Replies

Dear Members,I need more information about sentiment analysis from social media, especially to collect data. Thank you for your kind information. Continue

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Thisura Mindula Senevirathne replied to A.A Gde Satia Utama's discussion Data Sentiment Analysis from Social Media
"I suggest you to follow an online course before doing the analysis. And here you will find the tools which can be used to done sentiment analysis. https://blog.hubspot.com/service/sentiment-analysis-tools"
Oct 4
A.A Gde Satia Utama replied to A.A Gde Satia Utama's discussion Data Sentiment Analysis from Social Media
"Thank you very much. Basically, I am not good in programming. Have you proposed the software doing sentiment analysis for person like me?  I am in accounting major and very love to do research multidisciplinary."
Aug 3
Gbadamosi oluwaseyi Emmanuel replied to A.A Gde Satia Utama's discussion Data Sentiment Analysis from Social Media
"Sentiment analysis in socal media helps people to know how people feel about a particular thing be it a product, item,movie and feel can be positive, negative, neutral depending on the parameters you have etc. It is also categorised under NLP. We…"
Aug 3
Ranjit Mishra left a comment for A.A Gde Satia Utama
"Hi,  R language is the easiest one to learn, even if you don't have any programming background. Python is also easy, but I would not recommend Python, simply because its tightly coupled  with OOP concept.  To get started in data…"
May 20
A.A Gde Satia Utama left a comment for Ranjit Mishra
"Thank you, what kind of software is powerful and very basic for social media sentiment analysis? I am in accounting research not common to operating programming/software IT. "
May 19
A.A Gde Satia Utama and Ranjit Mishra are now friends
May 19
A.A Gde Satia Utama's discussion was featured

Data Sentiment Analysis from Social Media

Dear Members,I need more information about sentiment analysis from social media, especially to collect data. Thank you for your kind information. See More
May 14

Profile Information

Company:
Airlangga University
Job Title:
Lecturer
Seniority:
Professor
Job Function:
Business Analyst
Number of employees:
250 to 499
Industry:
Education
Short Bio:
I am a Lecturer and Researcher from Airlangga University.
LinkedIn Profile:
http://https://www.linkedin.com/in/aagdesatiautama/
Interests:
Contributing, Networking

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At 8:41am on May 20, 2020, Ranjit Mishra said…

Hi, 

R language is the easiest one to learn, even if you don't have any programming background. Python is also easy, but I would not recommend Python, simply because its tightly coupled  with OOP concept. 

To get started in data science research, R is the perfect platform  as its quite like a scripting language, where you don't have to know much unless web apps or mobile apps are being developed. Also, its perfect for beginners because all data science algorithms are implemented as packages, so it requires very minimal coding to get going. 

If you do not want any coding at all, then explore MS Azure ML (studio ML is free from MS), Tableau (Public and students versions  are free ). However, to scrape data from social media, you will have to use a paid tool or use R for free. There are various tools to scrape data from social media - import.io, web scraper etc... 

You can create a developer's account on twitter, Facebook, Instagram etc, and then scrape data by using R. R can connect with these sites provided you have credentials to access them. Then R has several packages to perform sentiment analysis. There is a plethora of free examples to perform sentiment analysis in R. List of packages that are very helpful in sentiment analysis are as below (there are many more, but these are good enough) - 

library(rtweet)

library(Rfacebook)
library(jsonlite)
library(syuzhet)
library(lubridate)
library(ggplot2)
library(scales)
library(reshape2)
library(dplyr)
library(stringr)
library(tm)
library(plyr)
library(wordcloud)
library(RColorBrewer) 

 
 
 

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