A PHP Error was encountered

Severity: 8192

Message: Creation of dynamic property CI_URI::$config is deprecated

Filename: core/URI.php

Line Number: 101

Backtrace:

File: /home1/qamaszy1/public_html/surensinfotek.com/index.php
Line: 319
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Creation of dynamic property CI_Router::$uri is deprecated

Filename: core/Router.php

Line Number: 127

Backtrace:

File: /home1/qamaszy1/public_html/surensinfotek.com/index.php
Line: 319
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Creation of dynamic property CI_DB_mysqli_driver::$failover is deprecated

Filename: database/DB_driver.php

Line Number: 371

Backtrace:

File: /home1/qamaszy1/public_html/surensinfotek.com/application/config/routes.php
Line: 71
Function: DB

File: /home1/qamaszy1/public_html/surensinfotek.com/index.php
Line: 319
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Creation of dynamic property Blog::$benchmark is deprecated

Filename: core/Controller.php

Line Number: 75

Backtrace:

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Front_Controller.php
Line: 8
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Blog.php
Line: 10
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/index.php
Line: 319
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Creation of dynamic property Blog::$hooks is deprecated

Filename: core/Controller.php

Line Number: 75

Backtrace:

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Front_Controller.php
Line: 8
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Blog.php
Line: 10
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/index.php
Line: 319
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Creation of dynamic property Blog::$config is deprecated

Filename: core/Controller.php

Line Number: 75

Backtrace:

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Front_Controller.php
Line: 8
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Blog.php
Line: 10
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/index.php
Line: 319
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Creation of dynamic property Blog::$log is deprecated

Filename: core/Controller.php

Line Number: 75

Backtrace:

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Front_Controller.php
Line: 8
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Blog.php
Line: 10
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/index.php
Line: 319
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Creation of dynamic property Blog::$utf8 is deprecated

Filename: core/Controller.php

Line Number: 75

Backtrace:

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Front_Controller.php
Line: 8
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Blog.php
Line: 10
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/index.php
Line: 319
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Creation of dynamic property Blog::$uri is deprecated

Filename: core/Controller.php

Line Number: 75

Backtrace:

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Front_Controller.php
Line: 8
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Blog.php
Line: 10
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/index.php
Line: 319
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Creation of dynamic property Blog::$exceptions is deprecated

Filename: core/Controller.php

Line Number: 75

Backtrace:

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Front_Controller.php
Line: 8
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Blog.php
Line: 10
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/index.php
Line: 319
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Creation of dynamic property Blog::$router is deprecated

Filename: core/Controller.php

Line Number: 75

Backtrace:

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Front_Controller.php
Line: 8
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Blog.php
Line: 10
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/index.php
Line: 319
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Creation of dynamic property Blog::$output is deprecated

Filename: core/Controller.php

Line Number: 75

Backtrace:

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Front_Controller.php
Line: 8
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Blog.php
Line: 10
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/index.php
Line: 319
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Creation of dynamic property Blog::$security is deprecated

Filename: core/Controller.php

Line Number: 75

Backtrace:

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Front_Controller.php
Line: 8
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Blog.php
Line: 10
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/index.php
Line: 319
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Creation of dynamic property Blog::$input is deprecated

Filename: core/Controller.php

Line Number: 75

Backtrace:

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Front_Controller.php
Line: 8
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Blog.php
Line: 10
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/index.php
Line: 319
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Creation of dynamic property Blog::$lang is deprecated

Filename: core/Controller.php

Line Number: 75

Backtrace:

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Front_Controller.php
Line: 8
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Blog.php
Line: 10
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/index.php
Line: 319
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Creation of dynamic property Blog::$load is deprecated

Filename: core/Controller.php

Line Number: 78

Backtrace:

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Front_Controller.php
Line: 8
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Blog.php
Line: 10
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/index.php
Line: 319
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Creation of dynamic property Blog::$db is deprecated

Filename: core/Loader.php

Line Number: 390

Backtrace:

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Front_Controller.php
Line: 8
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Blog.php
Line: 10
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/index.php
Line: 319
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Creation of dynamic property CI_DB_mysqli_driver::$failover is deprecated

Filename: database/DB_driver.php

Line Number: 371

Backtrace:

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Front_Controller.php
Line: 8
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Blog.php
Line: 10
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/index.php
Line: 319
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Return type of CI_Session_files_driver::open($save_path, $name) should either be compatible with SessionHandlerInterface::open(string $path, string $name): bool, or the #[\ReturnTypeWillChange] attribute should be used to temporarily suppress the notice

Filename: drivers/Session_files_driver.php

Line Number: 132

Backtrace:

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Front_Controller.php
Line: 8
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Blog.php
Line: 10
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/index.php
Line: 319
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Return type of CI_Session_files_driver::close() should either be compatible with SessionHandlerInterface::close(): bool, or the #[\ReturnTypeWillChange] attribute should be used to temporarily suppress the notice

Filename: drivers/Session_files_driver.php

Line Number: 290

Backtrace:

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Front_Controller.php
Line: 8
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Blog.php
Line: 10
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/index.php
Line: 319
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Return type of CI_Session_files_driver::read($session_id) should either be compatible with SessionHandlerInterface::read(string $id): string|false, or the #[\ReturnTypeWillChange] attribute should be used to temporarily suppress the notice

Filename: drivers/Session_files_driver.php

Line Number: 164

Backtrace:

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Front_Controller.php
Line: 8
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Blog.php
Line: 10
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/index.php
Line: 319
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Return type of CI_Session_files_driver::write($session_id, $session_data) should either be compatible with SessionHandlerInterface::write(string $id, string $data): bool, or the #[\ReturnTypeWillChange] attribute should be used to temporarily suppress the notice

Filename: drivers/Session_files_driver.php

Line Number: 233

Backtrace:

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Front_Controller.php
Line: 8
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Blog.php
Line: 10
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/index.php
Line: 319
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Return type of CI_Session_files_driver::destroy($session_id) should either be compatible with SessionHandlerInterface::destroy(string $id): bool, or the #[\ReturnTypeWillChange] attribute should be used to temporarily suppress the notice

Filename: drivers/Session_files_driver.php

Line Number: 313

Backtrace:

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Front_Controller.php
Line: 8
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Blog.php
Line: 10
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/index.php
Line: 319
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Return type of CI_Session_files_driver::gc($maxlifetime) should either be compatible with SessionHandlerInterface::gc(int $max_lifetime): int|false, or the #[\ReturnTypeWillChange] attribute should be used to temporarily suppress the notice

Filename: drivers/Session_files_driver.php

Line Number: 354

Backtrace:

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Front_Controller.php
Line: 8
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Blog.php
Line: 10
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/index.php
Line: 319
Function: require_once

A PHP Error was encountered

Severity: Warning

Message: ini_set(): Session ini settings cannot be changed after headers have already been sent

Filename: Session/Session.php

Line Number: 284

Backtrace:

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Front_Controller.php
Line: 8
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Blog.php
Line: 10
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/index.php
Line: 319
Function: require_once

A PHP Error was encountered

Severity: Warning

Message: session_set_cookie_params(): Session cookie parameters cannot be changed after headers have already been sent

Filename: Session/Session.php

Line Number: 291

Backtrace:

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Front_Controller.php
Line: 8
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Blog.php
Line: 10
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/index.php
Line: 319
Function: require_once

A PHP Error was encountered

Severity: Warning

Message: ini_set(): Session ini settings cannot be changed after headers have already been sent

Filename: Session/Session.php

Line Number: 306

Backtrace:

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Front_Controller.php
Line: 8
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Blog.php
Line: 10
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/index.php
Line: 319
Function: require_once

A PHP Error was encountered

Severity: Warning

Message: ini_set(): Session ini settings cannot be changed after headers have already been sent

Filename: Session/Session.php

Line Number: 316

Backtrace:

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Front_Controller.php
Line: 8
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Blog.php
Line: 10
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/index.php
Line: 319
Function: require_once

A PHP Error was encountered

Severity: Warning

Message: ini_set(): Session ini settings cannot be changed after headers have already been sent

Filename: Session/Session.php

Line Number: 317

Backtrace:

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Front_Controller.php
Line: 8
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Blog.php
Line: 10
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/index.php
Line: 319
Function: require_once

A PHP Error was encountered

Severity: Warning

Message: ini_set(): Session ini settings cannot be changed after headers have already been sent

Filename: Session/Session.php

Line Number: 318

Backtrace:

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Front_Controller.php
Line: 8
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Blog.php
Line: 10
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/index.php
Line: 319
Function: require_once

A PHP Error was encountered

Severity: Warning

Message: ini_set(): Session ini settings cannot be changed after headers have already been sent

Filename: Session/Session.php

Line Number: 319

Backtrace:

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Front_Controller.php
Line: 8
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Blog.php
Line: 10
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/index.php
Line: 319
Function: require_once

A PHP Error was encountered

Severity: Warning

Message: ini_set(): Session ini settings cannot be changed after headers have already been sent

Filename: Session/Session.php

Line Number: 377

Backtrace:

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Front_Controller.php
Line: 8
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Blog.php
Line: 10
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/index.php
Line: 319
Function: require_once

A PHP Error was encountered

Severity: Warning

Message: session_set_save_handler(): Session save handler cannot be changed after headers have already been sent

Filename: Session/Session.php

Line Number: 110

Backtrace:

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Front_Controller.php
Line: 8
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Blog.php
Line: 10
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/index.php
Line: 319
Function: require_once

A PHP Error was encountered

Severity: Warning

Message: session_start(): Session cannot be started after headers have already been sent

Filename: Session/Session.php

Line Number: 143

Backtrace:

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Front_Controller.php
Line: 8
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Blog.php
Line: 10
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/index.php
Line: 319
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Creation of dynamic property Blog::$session is deprecated

Filename: core/Loader.php

Line Number: 1279

Backtrace:

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Front_Controller.php
Line: 8
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Blog.php
Line: 10
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/index.php
Line: 319
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Creation of dynamic property Blog::$form_validation is deprecated

Filename: core/Loader.php

Line Number: 1279

Backtrace:

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Front_Controller.php
Line: 8
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Blog.php
Line: 10
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/index.php
Line: 319
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Creation of dynamic property Blog::$email is deprecated

Filename: core/Loader.php

Line Number: 1279

Backtrace:

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Front_Controller.php
Line: 8
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Blog.php
Line: 10
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/index.php
Line: 319
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Creation of dynamic property Blog::$upload is deprecated

Filename: core/Loader.php

Line Number: 1279

Backtrace:

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Front_Controller.php
Line: 8
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Blog.php
Line: 10
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/index.php
Line: 319
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Creation of dynamic property Blog::$encryption is deprecated

Filename: core/Loader.php

Line Number: 1279

Backtrace:

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Front_Controller.php
Line: 8
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Blog.php
Line: 10
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/index.php
Line: 319
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Creation of dynamic property Blog::$baselib is deprecated

Filename: core/Loader.php

Line Number: 1279

Backtrace:

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Front_Controller.php
Line: 8
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Blog.php
Line: 10
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/index.php
Line: 319
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Creation of dynamic property Blog::$Response is deprecated

Filename: core/Loader.php

Line Number: 353

Backtrace:

File: /home1/qamaszy1/public_html/surensinfotek.com/application/libraries/Render.php
Line: 19
Function: model

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Front_Controller.php
Line: 8
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Blog.php
Line: 10
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/index.php
Line: 319
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Creation of dynamic property Blog::$GridResponse is deprecated

Filename: core/Loader.php

Line Number: 353

Backtrace:

File: /home1/qamaszy1/public_html/surensinfotek.com/application/libraries/Render.php
Line: 20
Function: model

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Front_Controller.php
Line: 8
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Blog.php
Line: 10
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/index.php
Line: 319
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Creation of dynamic property Blog::$GridRequest is deprecated

Filename: core/Loader.php

Line Number: 353

Backtrace:

File: /home1/qamaszy1/public_html/surensinfotek.com/application/libraries/Render.php
Line: 21
Function: model

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Front_Controller.php
Line: 8
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Blog.php
Line: 10
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/index.php
Line: 319
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Creation of dynamic property Blog::$render is deprecated

Filename: core/Loader.php

Line Number: 1279

Backtrace:

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Front_Controller.php
Line: 8
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/application/controllers/Blog.php
Line: 10
Function: __construct

File: /home1/qamaszy1/public_html/surensinfotek.com/index.php
Line: 319
Function: require_once

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Severity: 8192

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Introduction of Sentiment Analysis| AI | Machine Learning

Introduction of Sentiment Analysis: What It Is, How & Why It’s Used | AI | Machine Learning

Sentimental_analysis

Sentiment analysis is the process of understanding the emotions of the customer since the customer has been able to state their thoughts and feelings concerning any product or service on social platforms or feedback form any other media. Sentiment analysis is a machine learning technique area of artificial intelligence works as detecting polarity taking data from text, comments, paragraph etc. For example, sentiment analysis can analyse through more than 10,000 reviews from customer to study in a short period that consumers are happy with your product/service or not.

How sentiment analysis works 

This technique works as extracting insights from customers feedback & evaluations. "Shifts in sentiment on social media had been proven to correlate with shifts within the inventory market".

Basic sentiment analysis of text documents follows a straightforward process:

  1. Break each text document down into its parts (sentences, phrases, tokens and parts of speech)
  2. Identify each sentiment-bearing phrase and component
  3. Assign a sentiment score to each phrase and component (-1 to +1)
  4. Optional: Combine scores for multi-layered sentiment analysis

 

Social Media Sentiment Evaluation Report

Types of sentiment analysis :- 

As sentiment analysis process identifies opinions and judgements from apiece of text, it focuses on the polarity of a sentence like positivity, negativity & neutrals even intentions of the customers.

Emotion detection :-

This kind of sentiment evaluation ambitions at detecting feelings, like happiness, frustration, anger, unhappiness and so forth. This makes it less complicated to categorize the terms in step with their sentiment. This way the corporation can apprehend customers unique emotions.

Fine-grained sentiment Analysis :-

This process gives a precise meaning of the polarity input and makes it easier to understand a customer's feedback.

The fine-grained sentiment analysis process considers polarity categories as (example Rated as the star from 1-5)

  • Very positive
  • positive
  • Neutral
  • Negative 
  • Very Negative

sentiment Types

Aspect Based Sentiment analysis :-

This process of sentiment analysis filters out the emotions of customers towards specific attributes of a product, example a product review cases like the battery life of a phone, display quality, speaker quality, camera quality etc. It is necessary to know which particular aspects or features people are mentioning in a positive, neutral, or negative way.

Intent Analysis :-

This is a deep analysis of a customer which involves Natural Language Processing (NLP) understanding the intention of the customer. This can be tracked through the customers shopping pattern, behaviour overview. In this process Machine learning is used to decode the feedback provided by each customer to get the precise results.

 

Sentiment Analysis | Monitor social media | Analyse views on a Product or Service|Targeted Marketing

 

 

Sentiment Analysis Applications & Use Cases

Sentiment analysis is an high-quality manner to apprehend what the overall opinion of the public is, unique to a corporation or a product. However, it has its personal set of demanding situations and barriers, which can be triumph over if it's miles used effectively. That is a top-level view of all time & destiny viable use cases of sentiment evaluation

Track customer sentiment over time -

Tracking customer sentiment can be determined as customer's affection towards your brand, product or service to gain new customers or retain existing one is through good communication, by tracking the customer's satisfaction score, comments and feedback, social engagement. 

Customers segments and opinions determination -

Customer segmentation is the practice of dividing a customer base into groups of individuals that are similar in specific ways relevant to marketing, such as age, gender, interests and spending habits, which will help the business to focus respective individuals with respective products of interest to increase the sales according to customer segment. 

Market research and insights into industry trends -

Customer insight research is the process of taking data gathered through market research and analysing it to predict customer's respond towards business trends, product release. 

Determine Most effective communication strategy with the customer -

Setting a communication strategy helps the customer care services to improve its services by analysing the customer and service agent's conversations and improvising their service delivery by taking necessary steps.

Product Analysis improvement planning -

Product analysis is conducted by product managers attempting to understand competitors and by third-party reviewers. Product analysis can also be used as part of product design to convert a high-level product requirement into project deliverables. It helps the product managers to analyse its performance in the market.

Customer issue prioritization -

Customer issue prioritization helps a business to set focus on the most important and essentials tasks to be attended in order. Customer prioritization ultimately helps to higher average customer profitability and a higher return on sales. Furthermore, the ability to evaluate customer profitability, the excellent of consumer data, selective organizational alignment, and selective elaboration of making plans to solve a customer problem.

Brand monitoring –

Brand Monitoring is an vital business analytics tactics which deal with strategically monitoring different channels on media to discover and subsequently react to the distinctive sentiments approximately your organisation, merchandise, logo and anything explicitly connected to the business. It lets you higher recognize the entity's fee in the marketplace.

Competitive Research -

Competitive research is the collection and review of information about competitors. It helps a firm to understand its strength and weaknesses. A firm needs to compete in the market by analysing the best strategy with an interest level of prediction.

Data collection and preparation -

it's the system of collecting and measuring statistics on the client base of hobby, in a long-time systematic fashion that enables said research, test speculation and evaluates outcomes to reform approach for what’s subsequent.

Employee Engagement Monitoring -

Employee Monitoring is the act of employers surveying employee activity through different surveillance methods. Organizations engage in employee monitoring for different reasons such as to track performance, to avoid legal liability, to protect trade secret etc.