SlideShare a Scribd company logo
1 of 7
Sentiment
Analysis
On
Twitter
Facebook
TEXT SAMPLE
Problem Statement
- Review Related Websites
Movies reviews ,product reviews
- Knowing the public opinions for
political leaders
- To make decisions
- Rapid growth of available
subjective text on the
internet
"what other people think” has always been an
important element of information for decision making
process.
2
Technology and APIs Used
▹ Django
▹ REST Framework
▹ Tweepi Api
▹ Python NLTK
▹ HTML,CSS,JAVASCRIPT
▹ AJAX
3
Demo
Of
Project 5
Issues In Sentiment
Analysis
Sarcasm
one of the most
difficult sentiments
for automated
tracking to
interpret properly.
Example: “It was
awesome for the week
that it worked.”
Compound or
multidimensional
sentiment
contain positives and
negatives in the
same phrase.
Example: “I love Mad
Men, but hate the
misleading episode
trailers.”
Conditional
sentiment
includes actions that
may happen in the
future.
Example:
the customer isn’t
angry now but says he
will be if the company
doesn’t call him back.
6
THANKS!
Any questions?
7

More Related Content

Similar to Sentiment Analysis on twitter using python NLP

Sentiment in Social Media: The Genie in the Bottle
Sentiment in Social Media: The Genie in the BottleSentiment in Social Media: The Genie in the Bottle
Sentiment in Social Media: The Genie in the BottleSeth Grimes
 
Building Products The Amazon Way
Building Products The Amazon WayBuilding Products The Amazon Way
Building Products The Amazon WayKintan Brahmbhatt
 
Swipp plus overview for marketers
Swipp plus overview for marketersSwipp plus overview for marketers
Swipp plus overview for marketersChristopher Carfi
 
Hpai class 12 - potpourri & perception - 032620 actual
Hpai   class 12 - potpourri & perception - 032620 actualHpai   class 12 - potpourri & perception - 032620 actual
Hpai class 12 - potpourri & perception - 032620 actualmelendez321
 
How Sentiment Analysis works
How Sentiment Analysis worksHow Sentiment Analysis works
How Sentiment Analysis worksCJ Jenkins
 
Data Science Popup Austin: Privilege and Supervised Machine Learning
Data Science Popup Austin: Privilege and Supervised Machine LearningData Science Popup Austin: Privilege and Supervised Machine Learning
Data Science Popup Austin: Privilege and Supervised Machine LearningDomino Data Lab
 
What I learned interviewing for front-end developer roles
What I learned interviewing for front-end developer rolesWhat I learned interviewing for front-end developer roles
What I learned interviewing for front-end developer rolesJean Carlo Emer
 
Webinar: Using GenAI for Increasing Productivity in PM by Amazon PM Leader
Webinar: Using GenAI for Increasing Productivity in PM by Amazon PM LeaderWebinar: Using GenAI for Increasing Productivity in PM by Amazon PM Leader
Webinar: Using GenAI for Increasing Productivity in PM by Amazon PM LeaderProduct School
 
Cinci ug-january2011-anti-patterns
Cinci ug-january2011-anti-patternsCinci ug-january2011-anti-patterns
Cinci ug-january2011-anti-patternsSteven Smith
 
Opinion Mining
Opinion MiningOpinion Mining
Opinion MiningShital Kat
 
[Spycob] Montenegro
[Spycob] Montenegro[Spycob] Montenegro
[Spycob] MontenegroRodion Mamin
 
Machine Learning Interviews_ Lessons from Both Sides - FSDL.pptx
Machine Learning Interviews_ Lessons from Both Sides - FSDL.pptxMachine Learning Interviews_ Lessons from Both Sides - FSDL.pptx
Machine Learning Interviews_ Lessons from Both Sides - FSDL.pptxAbhinavSagar21
 
Engineering Anti-Patterns @JQueryTO 2014
Engineering Anti-Patterns @JQueryTO 2014Engineering Anti-Patterns @JQueryTO 2014
Engineering Anti-Patterns @JQueryTO 2014Nahim Nasser
 
SAD01 - An Introduction to Systems Analysis and Design
SAD01 - An Introduction to Systems Analysis and DesignSAD01 - An Introduction to Systems Analysis and Design
SAD01 - An Introduction to Systems Analysis and DesignMichael Heron
 
Ml entity and sentiment analysis
Ml entity and sentiment analysisMl entity and sentiment analysis
Ml entity and sentiment analysisMohammedALHashim10
 
Product design for Non Designers - Montreal Digital Nomad Meetup
Product design for Non Designers - Montreal Digital Nomad MeetupProduct design for Non Designers - Montreal Digital Nomad Meetup
Product design for Non Designers - Montreal Digital Nomad MeetupSebastian Tory-Pratt
 
Business analysis1.9 - business side
Business analysis1.9 - business sideBusiness analysis1.9 - business side
Business analysis1.9 - business sideAnton Galitskiy
 

Similar to Sentiment Analysis on twitter using python NLP (20)

Sentiment in Social Media: The Genie in the Bottle
Sentiment in Social Media: The Genie in the BottleSentiment in Social Media: The Genie in the Bottle
Sentiment in Social Media: The Genie in the Bottle
 
Building Products The Amazon Way
Building Products The Amazon WayBuilding Products The Amazon Way
Building Products The Amazon Way
 
Swipp plus overview for marketers
Swipp plus overview for marketersSwipp plus overview for marketers
Swipp plus overview for marketers
 
Hpai class 12 - potpourri & perception - 032620 actual
Hpai   class 12 - potpourri & perception - 032620 actualHpai   class 12 - potpourri & perception - 032620 actual
Hpai class 12 - potpourri & perception - 032620 actual
 
How Sentiment Analysis works
How Sentiment Analysis worksHow Sentiment Analysis works
How Sentiment Analysis works
 
ChatGPT: The Hype vs Reality
ChatGPT: The Hype vs Reality ChatGPT: The Hype vs Reality
ChatGPT: The Hype vs Reality
 
Data Science Popup Austin: Privilege and Supervised Machine Learning
Data Science Popup Austin: Privilege and Supervised Machine LearningData Science Popup Austin: Privilege and Supervised Machine Learning
Data Science Popup Austin: Privilege and Supervised Machine Learning
 
What I learned interviewing for front-end developer roles
What I learned interviewing for front-end developer rolesWhat I learned interviewing for front-end developer roles
What I learned interviewing for front-end developer roles
 
Webinar: Using GenAI for Increasing Productivity in PM by Amazon PM Leader
Webinar: Using GenAI for Increasing Productivity in PM by Amazon PM LeaderWebinar: Using GenAI for Increasing Productivity in PM by Amazon PM Leader
Webinar: Using GenAI for Increasing Productivity in PM by Amazon PM Leader
 
Cinci ug-january2011-anti-patterns
Cinci ug-january2011-anti-patternsCinci ug-january2011-anti-patterns
Cinci ug-january2011-anti-patterns
 
Opinion Mining
Opinion MiningOpinion Mining
Opinion Mining
 
[Spycob] Montenegro
[Spycob] Montenegro[Spycob] Montenegro
[Spycob] Montenegro
 
Machine Learning Interviews_ Lessons from Both Sides - FSDL.pptx
Machine Learning Interviews_ Lessons from Both Sides - FSDL.pptxMachine Learning Interviews_ Lessons from Both Sides - FSDL.pptx
Machine Learning Interviews_ Lessons from Both Sides - FSDL.pptx
 
HackerRank
HackerRankHackerRank
HackerRank
 
Engineering Anti-Patterns @JQueryTO 2014
Engineering Anti-Patterns @JQueryTO 2014Engineering Anti-Patterns @JQueryTO 2014
Engineering Anti-Patterns @JQueryTO 2014
 
SAD01 - An Introduction to Systems Analysis and Design
SAD01 - An Introduction to Systems Analysis and DesignSAD01 - An Introduction to Systems Analysis and Design
SAD01 - An Introduction to Systems Analysis and Design
 
Ml entity and sentiment analysis
Ml entity and sentiment analysisMl entity and sentiment analysis
Ml entity and sentiment analysis
 
Product design for Non Designers - Montreal Digital Nomad Meetup
Product design for Non Designers - Montreal Digital Nomad MeetupProduct design for Non Designers - Montreal Digital Nomad Meetup
Product design for Non Designers - Montreal Digital Nomad Meetup
 
Business analysis1.9 - business side
Business analysis1.9 - business sideBusiness analysis1.9 - business side
Business analysis1.9 - business side
 
Unlocking the Power of ChatGPT
Unlocking the Power of ChatGPTUnlocking the Power of ChatGPT
Unlocking the Power of ChatGPT
 

Recently uploaded

ASML's Taxonomy Adventure by Daniel Canter
ASML's Taxonomy Adventure by Daniel CanterASML's Taxonomy Adventure by Daniel Canter
ASML's Taxonomy Adventure by Daniel Cantervoginip
 
Call Girls in Defence Colony Delhi 💯Call Us 🔝8264348440🔝
Call Girls in Defence Colony Delhi 💯Call Us 🔝8264348440🔝Call Girls in Defence Colony Delhi 💯Call Us 🔝8264348440🔝
Call Girls in Defence Colony Delhi 💯Call Us 🔝8264348440🔝soniya singh
 
Saket, (-DELHI )+91-9654467111-(=)CHEAP Call Girls in Escorts Service Saket C...
Saket, (-DELHI )+91-9654467111-(=)CHEAP Call Girls in Escorts Service Saket C...Saket, (-DELHI )+91-9654467111-(=)CHEAP Call Girls in Escorts Service Saket C...
Saket, (-DELHI )+91-9654467111-(=)CHEAP Call Girls in Escorts Service Saket C...Sapana Sha
 
Industrialised data - the key to AI success.pdf
Industrialised data - the key to AI success.pdfIndustrialised data - the key to AI success.pdf
Industrialised data - the key to AI success.pdfLars Albertsson
 
B2 Creative Industry Response Evaluation.docx
B2 Creative Industry Response Evaluation.docxB2 Creative Industry Response Evaluation.docx
B2 Creative Industry Response Evaluation.docxStephen266013
 
VIP Call Girls Service Miyapur Hyderabad Call +91-8250192130
VIP Call Girls Service Miyapur Hyderabad Call +91-8250192130VIP Call Girls Service Miyapur Hyderabad Call +91-8250192130
VIP Call Girls Service Miyapur Hyderabad Call +91-8250192130Suhani Kapoor
 
办理学位证纽约大学毕业证(NYU毕业证书)原版一比一
办理学位证纽约大学毕业证(NYU毕业证书)原版一比一办理学位证纽约大学毕业证(NYU毕业证书)原版一比一
办理学位证纽约大学毕业证(NYU毕业证书)原版一比一fhwihughh
 
Dubai Call Girls Wifey O52&786472 Call Girls Dubai
Dubai Call Girls Wifey O52&786472 Call Girls DubaiDubai Call Girls Wifey O52&786472 Call Girls Dubai
Dubai Call Girls Wifey O52&786472 Call Girls Dubaihf8803863
 
Predictive Analysis - Using Insight-informed Data to Determine Factors Drivin...
Predictive Analysis - Using Insight-informed Data to Determine Factors Drivin...Predictive Analysis - Using Insight-informed Data to Determine Factors Drivin...
Predictive Analysis - Using Insight-informed Data to Determine Factors Drivin...ThinkInnovation
 
EMERCE - 2024 - AMSTERDAM - CROSS-PLATFORM TRACKING WITH GOOGLE ANALYTICS.pptx
EMERCE - 2024 - AMSTERDAM - CROSS-PLATFORM  TRACKING WITH GOOGLE ANALYTICS.pptxEMERCE - 2024 - AMSTERDAM - CROSS-PLATFORM  TRACKING WITH GOOGLE ANALYTICS.pptx
EMERCE - 2024 - AMSTERDAM - CROSS-PLATFORM TRACKING WITH GOOGLE ANALYTICS.pptxthyngster
 
Call Girls In Dwarka 9654467111 Escorts Service
Call Girls In Dwarka 9654467111 Escorts ServiceCall Girls In Dwarka 9654467111 Escorts Service
Call Girls In Dwarka 9654467111 Escorts ServiceSapana Sha
 
Brighton SEO | April 2024 | Data Storytelling
Brighton SEO | April 2024 | Data StorytellingBrighton SEO | April 2024 | Data Storytelling
Brighton SEO | April 2024 | Data StorytellingNeil Barnes
 
毕业文凭制作#回国入职#diploma#degree澳洲中央昆士兰大学毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#degree
毕业文凭制作#回国入职#diploma#degree澳洲中央昆士兰大学毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#degree毕业文凭制作#回国入职#diploma#degree澳洲中央昆士兰大学毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#degree
毕业文凭制作#回国入职#diploma#degree澳洲中央昆士兰大学毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#degreeyuu sss
 
RadioAdProWritingCinderellabyButleri.pdf
RadioAdProWritingCinderellabyButleri.pdfRadioAdProWritingCinderellabyButleri.pdf
RadioAdProWritingCinderellabyButleri.pdfgstagge
 
20240419 - Measurecamp Amsterdam - SAM.pdf
20240419 - Measurecamp Amsterdam - SAM.pdf20240419 - Measurecamp Amsterdam - SAM.pdf
20240419 - Measurecamp Amsterdam - SAM.pdfHuman37
 
PKS-TGC-1084-630 - Stage 1 Proposal.pptx
PKS-TGC-1084-630 - Stage 1 Proposal.pptxPKS-TGC-1084-630 - Stage 1 Proposal.pptx
PKS-TGC-1084-630 - Stage 1 Proposal.pptxPramod Kumar Srivastava
 
Call Us ➥97111√47426🤳Call Girls in Aerocity (Delhi NCR)
Call Us ➥97111√47426🤳Call Girls in Aerocity (Delhi NCR)Call Us ➥97111√47426🤳Call Girls in Aerocity (Delhi NCR)
Call Us ➥97111√47426🤳Call Girls in Aerocity (Delhi NCR)jennyeacort
 
04242024_CCC TUG_Joins and Relationships
04242024_CCC TUG_Joins and Relationships04242024_CCC TUG_Joins and Relationships
04242024_CCC TUG_Joins and Relationshipsccctableauusergroup
 
How we prevented account sharing with MFA
How we prevented account sharing with MFAHow we prevented account sharing with MFA
How we prevented account sharing with MFAAndrei Kaleshka
 
Indian Call Girls in Abu Dhabi O5286O24O8 Call Girls in Abu Dhabi By Independ...
Indian Call Girls in Abu Dhabi O5286O24O8 Call Girls in Abu Dhabi By Independ...Indian Call Girls in Abu Dhabi O5286O24O8 Call Girls in Abu Dhabi By Independ...
Indian Call Girls in Abu Dhabi O5286O24O8 Call Girls in Abu Dhabi By Independ...dajasot375
 

Recently uploaded (20)

ASML's Taxonomy Adventure by Daniel Canter
ASML's Taxonomy Adventure by Daniel CanterASML's Taxonomy Adventure by Daniel Canter
ASML's Taxonomy Adventure by Daniel Canter
 
Call Girls in Defence Colony Delhi 💯Call Us 🔝8264348440🔝
Call Girls in Defence Colony Delhi 💯Call Us 🔝8264348440🔝Call Girls in Defence Colony Delhi 💯Call Us 🔝8264348440🔝
Call Girls in Defence Colony Delhi 💯Call Us 🔝8264348440🔝
 
Saket, (-DELHI )+91-9654467111-(=)CHEAP Call Girls in Escorts Service Saket C...
Saket, (-DELHI )+91-9654467111-(=)CHEAP Call Girls in Escorts Service Saket C...Saket, (-DELHI )+91-9654467111-(=)CHEAP Call Girls in Escorts Service Saket C...
Saket, (-DELHI )+91-9654467111-(=)CHEAP Call Girls in Escorts Service Saket C...
 
Industrialised data - the key to AI success.pdf
Industrialised data - the key to AI success.pdfIndustrialised data - the key to AI success.pdf
Industrialised data - the key to AI success.pdf
 
B2 Creative Industry Response Evaluation.docx
B2 Creative Industry Response Evaluation.docxB2 Creative Industry Response Evaluation.docx
B2 Creative Industry Response Evaluation.docx
 
VIP Call Girls Service Miyapur Hyderabad Call +91-8250192130
VIP Call Girls Service Miyapur Hyderabad Call +91-8250192130VIP Call Girls Service Miyapur Hyderabad Call +91-8250192130
VIP Call Girls Service Miyapur Hyderabad Call +91-8250192130
 
办理学位证纽约大学毕业证(NYU毕业证书)原版一比一
办理学位证纽约大学毕业证(NYU毕业证书)原版一比一办理学位证纽约大学毕业证(NYU毕业证书)原版一比一
办理学位证纽约大学毕业证(NYU毕业证书)原版一比一
 
Dubai Call Girls Wifey O52&786472 Call Girls Dubai
Dubai Call Girls Wifey O52&786472 Call Girls DubaiDubai Call Girls Wifey O52&786472 Call Girls Dubai
Dubai Call Girls Wifey O52&786472 Call Girls Dubai
 
Predictive Analysis - Using Insight-informed Data to Determine Factors Drivin...
Predictive Analysis - Using Insight-informed Data to Determine Factors Drivin...Predictive Analysis - Using Insight-informed Data to Determine Factors Drivin...
Predictive Analysis - Using Insight-informed Data to Determine Factors Drivin...
 
EMERCE - 2024 - AMSTERDAM - CROSS-PLATFORM TRACKING WITH GOOGLE ANALYTICS.pptx
EMERCE - 2024 - AMSTERDAM - CROSS-PLATFORM  TRACKING WITH GOOGLE ANALYTICS.pptxEMERCE - 2024 - AMSTERDAM - CROSS-PLATFORM  TRACKING WITH GOOGLE ANALYTICS.pptx
EMERCE - 2024 - AMSTERDAM - CROSS-PLATFORM TRACKING WITH GOOGLE ANALYTICS.pptx
 
Call Girls In Dwarka 9654467111 Escorts Service
Call Girls In Dwarka 9654467111 Escorts ServiceCall Girls In Dwarka 9654467111 Escorts Service
Call Girls In Dwarka 9654467111 Escorts Service
 
Brighton SEO | April 2024 | Data Storytelling
Brighton SEO | April 2024 | Data StorytellingBrighton SEO | April 2024 | Data Storytelling
Brighton SEO | April 2024 | Data Storytelling
 
毕业文凭制作#回国入职#diploma#degree澳洲中央昆士兰大学毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#degree
毕业文凭制作#回国入职#diploma#degree澳洲中央昆士兰大学毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#degree毕业文凭制作#回国入职#diploma#degree澳洲中央昆士兰大学毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#degree
毕业文凭制作#回国入职#diploma#degree澳洲中央昆士兰大学毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#degree
 
RadioAdProWritingCinderellabyButleri.pdf
RadioAdProWritingCinderellabyButleri.pdfRadioAdProWritingCinderellabyButleri.pdf
RadioAdProWritingCinderellabyButleri.pdf
 
20240419 - Measurecamp Amsterdam - SAM.pdf
20240419 - Measurecamp Amsterdam - SAM.pdf20240419 - Measurecamp Amsterdam - SAM.pdf
20240419 - Measurecamp Amsterdam - SAM.pdf
 
PKS-TGC-1084-630 - Stage 1 Proposal.pptx
PKS-TGC-1084-630 - Stage 1 Proposal.pptxPKS-TGC-1084-630 - Stage 1 Proposal.pptx
PKS-TGC-1084-630 - Stage 1 Proposal.pptx
 
Call Us ➥97111√47426🤳Call Girls in Aerocity (Delhi NCR)
Call Us ➥97111√47426🤳Call Girls in Aerocity (Delhi NCR)Call Us ➥97111√47426🤳Call Girls in Aerocity (Delhi NCR)
Call Us ➥97111√47426🤳Call Girls in Aerocity (Delhi NCR)
 
04242024_CCC TUG_Joins and Relationships
04242024_CCC TUG_Joins and Relationships04242024_CCC TUG_Joins and Relationships
04242024_CCC TUG_Joins and Relationships
 
How we prevented account sharing with MFA
How we prevented account sharing with MFAHow we prevented account sharing with MFA
How we prevented account sharing with MFA
 
Indian Call Girls in Abu Dhabi O5286O24O8 Call Girls in Abu Dhabi By Independ...
Indian Call Girls in Abu Dhabi O5286O24O8 Call Girls in Abu Dhabi By Independ...Indian Call Girls in Abu Dhabi O5286O24O8 Call Girls in Abu Dhabi By Independ...
Indian Call Girls in Abu Dhabi O5286O24O8 Call Girls in Abu Dhabi By Independ...
 

Sentiment Analysis on twitter using python NLP

  • 2. Problem Statement - Review Related Websites Movies reviews ,product reviews - Knowing the public opinions for political leaders - To make decisions - Rapid growth of available subjective text on the internet "what other people think” has always been an important element of information for decision making process. 2
  • 3. Technology and APIs Used ▹ Django ▹ REST Framework ▹ Tweepi Api ▹ Python NLTK ▹ HTML,CSS,JAVASCRIPT ▹ AJAX 3
  • 4.
  • 6. Issues In Sentiment Analysis Sarcasm one of the most difficult sentiments for automated tracking to interpret properly. Example: “It was awesome for the week that it worked.” Compound or multidimensional sentiment contain positives and negatives in the same phrase. Example: “I love Mad Men, but hate the misleading episode trailers.” Conditional sentiment includes actions that may happen in the future. Example: the customer isn’t angry now but says he will be if the company doesn’t call him back. 6