SlideShare uma empresa Scribd logo
1 de 55
Twitter Analytics A user’s guide to interpreting, reinterpreting and misinterpreting the social media service. Dr Stephen Dann School of Management  Marketing & International Business,  Australian National University @stephendann or stephen.dann@anu.edu.au www.digiworldhanoi.vn
If you’re on Twitter Questions can be sent to @stephendann www.digiworldhanoi.vn
Twitter.  ,[object Object],[object Object],Twitter in Plain English www.digiworldhanoi.vn
For those who came in late ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],www.digiworldhanoi.vn
Twitter!  (What is it good for?) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Uses and usage ,[object Object],[object Object],[object Object],[object Object]
How to dissect a living medium? www.digiworldhanoi.vn
Raw Counts Tweetstats – www.tweetstats.com
Text Analysis Tweetstats – www.tweetstats.com Wordle – wordle.com
Leximancer Leximancer – www.leximancer.com
Coded Content Analysis Made up for this set of slides.
Same Data set… So many different ways to present the results
Coded Content Analysis
Social awareness streams ,[object Object],[object Object],[object Object],[object Object],[object Object],infolab.stanford.edu/~mor/research/naamanCSCW10.pdf
Prior Analysis
Analysis 1: Take the people out ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Analysis 2: Content Category ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Analysis 3: Insider Coding ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Analysis 4: Pear’s Babble ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Analysis 5: Where’s the party @? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Analysis 6: Rigor and Bass ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
The consistent theme ,[object Object],[object Object],[object Object],[object Object],[object Object]
What Twitter looks like… ,[object Object],Twitter – www.twitter.com
Recoding the Platform Let’s do it my way
Theory and Ideology ,[object Object],[object Object],[object Object],[object Object],Böhme, G (2006) Technical Gadgetry: Technological Development in the Aesthetic Economy, Thesis Eleven, 86 (1): 54-66
Method ,[object Object],[object Object],[object Object]
Sample ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Sample ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Categories and Results
Major Categories ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Results- @stephendann phatic
Minor Categories ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Results - @stephendann
Conversational  ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Conversational @USERNAME Beware the polar bears. 30% 850 Response Invading Germany from France. Who's with me? 17% 480 Query @USERNAME Items under $1000 are exempt.  http://is.gd/AV7K 2% 66 Pass-along *waves at @USERNAME* 3% 77 Action Exemplar  % N Category 3rd pers plural  73.84 21.97 17.05 13637 30% 850 Response Impersonal pronouns, Auxiliary verbs, Tentative, Discrepancy, QMark 75.33 21.22 10.13 7032 17% 480 Query OtherP, Period 54.31 21.86 18.89 1020 2% 66 Pass-along Conjunctions, Inhibition, Inclusive Biological processes 67.75 23.80 14.74 958 3% 77 Action Linguistic Inquiry Results Dictionary Words >6 letters Words/ Sentence Word Count % N Category
Conversational
Status (1 of 2) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Status (2 of 2) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Status Firing off e-mail after e-mail to clear my to do list (knowing that's a great way to regenerate to do list items doesn't stop me or help me) 7% 196 work Waiting for my 2pm performance review to start. 6% 170 temporal It's freezing out there this morning 1% 37 physical I liked Modest Mouse after they became famous. 8% 221 personal Well... I'm in trouble.  Used 3829.060MB (62.322%) of your 6GB. You have 22 days remaining 4% 106 mechanical Standing in a lecture theatre talking about Marketing Management. 2% 69 location Diplomacy is the art of saying "Nice doggy" until you find a big enough rock. Captaincy is the timely provision of large enough rocks. 5% 140 broadcast Playing with the internet in the name of science 1% 35 activity Work 80.19 23.96 16.59 3881 7% 196 work Prepositions  79.05 19.84 14.11 3160 6% 170 temporal Perceptual processes, feel, body, health 81.91 23.10 16.87 658 1% 37 physical Total function words, Common verbs, Past / Present tense, Adverbs, Cognitive processes,  80.71 19.05 19.35 4121 8% 221 personal Sadness  70.43 22.02 13.88 1985 4% 106 mechanical Articles, space 78.12 22.96 12.67 1115 2% 69 location Friends, Quote 71.21 22.84 11.21 2119 5% 140 broadcast see, Ingestion,Achievement  76.17 23.26 14.41 533 1% 35 activity Linguistic Inquiry Results Dictionary Words >6 letters Words/ Sentence Word Count % N Category
Status
Pass along ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Pass Along http://twitpic.com/2o1c1 - Bus Slogan Generator Time -  http://is.gd/hU2Q 4% 122 Ugc L4D Survivors in Rockband2 singing L7 Pretend We're Dead. http://is.gd/BsVE (HT to @LesbianGamers ). It's seriously amazing. 2% 48 RT I'm looking myself up on Publish or Perish (http://rurl.org/iw4) to find a reference to a paper that cited me because I want to cite them 4% 108 endorsement Pass along Exemplar  % N Category Numbers, leisure 52.89 20.61 39.98 1679 4% 122 Ugc SemiC 54.31 24.75 16.85 893 2% 48 RT Parenth, Dash 55.71 21.05 30.12 1777 4% 108 endorsement Linguistic Inquiry Results Dictionary Words >6 letters Words/ Sentence Word Count % N Category
Pass Along
News ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
News - - - Headlines - - - Sport Between NASA's satellite and autoanalysis of imagery, and Google Map data, scientific proof where there's smoke, there's fires #bcc2 0% 13 Event News Exemplar  % N Category Negative emotion, Anger Certainty Perceptual processes 65.62 22.92 10.67 192 0% 13 Event News Linguistic Inquiry Results Dictionary Words >6 letters Words/ Sentence Word Count % N Category
Phatic ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Phatic AAAAAAAAAAAAAAARGH 0% 7 Unclassifiable Good morning Twitterverse. How's the world outside? 1% 17 Greeting Note to self: Just because you're carrying tiny vials of hypercaffeine is no reason to start calculating remote delivery systems for them. 2% 49 Fourth wall *wanders through his twitter follower list, blocking all of the automated/spam follower accounts* 1% 30 Action Phatic Exemplar  % N Category NIL 33.33 33.33 3.00 6 0% 7 Unclassifiable Future tense, Positive emotion Relativity, time 78.37 29.33 7.70 208 1% 17 Greeting Negations, Quantifiers, Social processes, Humans, Affective processes, Causation, Exclusive  76.44 20.69 12.29 836 2% 49 Fourthwall Anxiety, hear, motion 75.22 26.75 22.80 456 1% 30 Action Linguistic Inquiry Results Dictionary Words >6 letters Words/ Sentence Word Count % N Category
Phatic
Findings ,[object Object],[object Object],[object Object],[object Object],[object Object]
Implications ,[object Object],[object Object],[object Object],[object Object]
Future research The Public Timeline versus  the Classification Scheme
Questions [email_address]   Or @stephendann www.digiworldhanoi.vn
References ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
References ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],www.digiworldhanoi.vn

Mais conteúdo relacionado

Destaque

Quan tri ban hang -digiworldhanoi
Quan tri ban hang -digiworldhanoiQuan tri ban hang -digiworldhanoi
Quan tri ban hang -digiworldhanoiDigiword Ha Noi
 
Porter advances in relationship marketing thought and practice the influenc...
Porter   advances in relationship marketing thought and practice the influenc...Porter   advances in relationship marketing thought and practice the influenc...
Porter advances in relationship marketing thought and practice the influenc...Digiword Ha Noi
 
quản trị chất lương 5-digiworldhanoi.vn
quản trị chất lương 5-digiworldhanoi.vnquản trị chất lương 5-digiworldhanoi.vn
quản trị chất lương 5-digiworldhanoi.vnDigiword Ha Noi
 
Enhanced media – tekes funding for media solutions projects
Enhanced media – tekes funding for media solutions projectsEnhanced media – tekes funding for media solutions projects
Enhanced media – tekes funding for media solutions projectsDigiword Ha Noi
 
Chienluoc -digiworldhanoi
Chienluoc -digiworldhanoiChienluoc -digiworldhanoi
Chienluoc -digiworldhanoiDigiword Ha Noi
 

Destaque (7)

Online Video Marketing
Online Video MarketingOnline Video Marketing
Online Video Marketing
 
Marketing on facebook
Marketing on facebookMarketing on facebook
Marketing on facebook
 
Quan tri ban hang -digiworldhanoi
Quan tri ban hang -digiworldhanoiQuan tri ban hang -digiworldhanoi
Quan tri ban hang -digiworldhanoi
 
Porter advances in relationship marketing thought and practice the influenc...
Porter   advances in relationship marketing thought and practice the influenc...Porter   advances in relationship marketing thought and practice the influenc...
Porter advances in relationship marketing thought and practice the influenc...
 
quản trị chất lương 5-digiworldhanoi.vn
quản trị chất lương 5-digiworldhanoi.vnquản trị chất lương 5-digiworldhanoi.vn
quản trị chất lương 5-digiworldhanoi.vn
 
Enhanced media – tekes funding for media solutions projects
Enhanced media – tekes funding for media solutions projectsEnhanced media – tekes funding for media solutions projects
Enhanced media – tekes funding for media solutions projects
 
Chienluoc -digiworldhanoi
Chienluoc -digiworldhanoiChienluoc -digiworldhanoi
Chienluoc -digiworldhanoi
 

Semelhante a Twitter analytics -digiworldhanoi.vn

Twitter Presenting 2010
Twitter   Presenting 2010Twitter   Presenting 2010
Twitter Presenting 2010Stephen Dann
 
#ANZMAC2014 Twitter Content Analysis Framework: Classification and Coding of ...
#ANZMAC2014 Twitter Content Analysis Framework: Classification and Coding of ...#ANZMAC2014 Twitter Content Analysis Framework: Classification and Coding of ...
#ANZMAC2014 Twitter Content Analysis Framework: Classification and Coding of ...Stephen Dann
 
ReMO Budapest Twitter workshop.pdf
ReMO Budapest Twitter workshop.pdfReMO Budapest Twitter workshop.pdf
ReMO Budapest Twitter workshop.pdfGUNERI
 
Classifying Twitter Content
Classifying Twitter ContentClassifying Twitter Content
Classifying Twitter ContentStephen Dann
 
SHORTer VERSION - Liminality and Communitas in Social Media - The case of Twi...
SHORTer VERSION - Liminality and Communitas in Social Media - The case of Twi...SHORTer VERSION - Liminality and Communitas in Social Media - The case of Twi...
SHORTer VERSION - Liminality and Communitas in Social Media - The case of Twi...Jana Herwig
 
Floral Stationery Set Purple Floral Statione
Floral Stationery Set Purple Floral StationeFloral Stationery Set Purple Floral Statione
Floral Stationery Set Purple Floral StationeTiffany Love
 
Stepping out of the echo chamber - Alternative indicators of scholarly commun...
Stepping out of the echo chamber - Alternative indicators of scholarly commun...Stepping out of the echo chamber - Alternative indicators of scholarly commun...
Stepping out of the echo chamber - Alternative indicators of scholarly commun...Andy Tattersall
 
Sentimental Analysis - Naive Bayes Algorithm
Sentimental Analysis - Naive Bayes AlgorithmSentimental Analysis - Naive Bayes Algorithm
Sentimental Analysis - Naive Bayes AlgorithmKhushboo Gupta
 
UCSC-SV HCI_Masters 20240308 v13 AI.pptx
UCSC-SV HCI_Masters 20240308 v13 AI.pptxUCSC-SV HCI_Masters 20240308 v13 AI.pptx
UCSC-SV HCI_Masters 20240308 v13 AI.pptxISSIP
 
OSINT using Twitter & Python
OSINT using Twitter & PythonOSINT using Twitter & Python
OSINT using Twitter & Python37point2
 
What can we say when the consumer isn't just listening? (Canberra edition)
What can we say when the consumer isn't just listening? (Canberra edition)What can we say when the consumer isn't just listening? (Canberra edition)
What can we say when the consumer isn't just listening? (Canberra edition)Stephen Dann
 
Social Media and Scientific Research How Semantic Technologies Enhance Colla...
Social Media and Scientific ResearchHow Semantic Technologies Enhance Colla...Social Media and Scientific ResearchHow Semantic Technologies Enhance Colla...
Social Media and Scientific Research How Semantic Technologies Enhance Colla...Darrell W. Gunter
 
Tools and Tips for Analyzing Social Media Data
Tools and Tips for Analyzing Social Media DataTools and Tips for Analyzing Social Media Data
Tools and Tips for Analyzing Social Media DataShelly D. Farnham, Ph.D.
 
Toward Hybrid Computing
Toward Hybrid ComputingToward Hybrid Computing
Toward Hybrid ComputingJoe McCarthy
 
How do people use Twitter and why do we need to know?
How do people use Twitter and why do we need to know?How do people use Twitter and why do we need to know?
How do people use Twitter and why do we need to know?andyramsden
 
Research Methods 101, by Elliott Hedman
Research Methods 101, by Elliott HedmanResearch Methods 101, by Elliott Hedman
Research Methods 101, by Elliott Hedmannatematias
 

Semelhante a Twitter analytics -digiworldhanoi.vn (20)

Twitter Analytics
Twitter AnalyticsTwitter Analytics
Twitter Analytics
 
Twitter Presenting 2010
Twitter   Presenting 2010Twitter   Presenting 2010
Twitter Presenting 2010
 
#ANZMAC2014 Twitter Content Analysis Framework: Classification and Coding of ...
#ANZMAC2014 Twitter Content Analysis Framework: Classification and Coding of ...#ANZMAC2014 Twitter Content Analysis Framework: Classification and Coding of ...
#ANZMAC2014 Twitter Content Analysis Framework: Classification and Coding of ...
 
Twitter tweet presentation_2011
Twitter tweet presentation_2011Twitter tweet presentation_2011
Twitter tweet presentation_2011
 
ReMO Budapest Twitter workshop.pdf
ReMO Budapest Twitter workshop.pdfReMO Budapest Twitter workshop.pdf
ReMO Budapest Twitter workshop.pdf
 
Classifying Twitter Content
Classifying Twitter ContentClassifying Twitter Content
Classifying Twitter Content
 
Mike Thelwall: Introduction to Webometrics
Mike Thelwall: Introduction to WebometricsMike Thelwall: Introduction to Webometrics
Mike Thelwall: Introduction to Webometrics
 
SHORTer VERSION - Liminality and Communitas in Social Media - The case of Twi...
SHORTer VERSION - Liminality and Communitas in Social Media - The case of Twi...SHORTer VERSION - Liminality and Communitas in Social Media - The case of Twi...
SHORTer VERSION - Liminality and Communitas in Social Media - The case of Twi...
 
Twitter for the hesitant health care professional
Twitter for the hesitant health care professionalTwitter for the hesitant health care professional
Twitter for the hesitant health care professional
 
Floral Stationery Set Purple Floral Statione
Floral Stationery Set Purple Floral StationeFloral Stationery Set Purple Floral Statione
Floral Stationery Set Purple Floral Statione
 
Stepping out of the echo chamber - Alternative indicators of scholarly commun...
Stepping out of the echo chamber - Alternative indicators of scholarly commun...Stepping out of the echo chamber - Alternative indicators of scholarly commun...
Stepping out of the echo chamber - Alternative indicators of scholarly commun...
 
Sentimental Analysis - Naive Bayes Algorithm
Sentimental Analysis - Naive Bayes AlgorithmSentimental Analysis - Naive Bayes Algorithm
Sentimental Analysis - Naive Bayes Algorithm
 
UCSC-SV HCI_Masters 20240308 v13 AI.pptx
UCSC-SV HCI_Masters 20240308 v13 AI.pptxUCSC-SV HCI_Masters 20240308 v13 AI.pptx
UCSC-SV HCI_Masters 20240308 v13 AI.pptx
 
OSINT using Twitter & Python
OSINT using Twitter & PythonOSINT using Twitter & Python
OSINT using Twitter & Python
 
What can we say when the consumer isn't just listening? (Canberra edition)
What can we say when the consumer isn't just listening? (Canberra edition)What can we say when the consumer isn't just listening? (Canberra edition)
What can we say when the consumer isn't just listening? (Canberra edition)
 
Social Media and Scientific Research How Semantic Technologies Enhance Colla...
Social Media and Scientific ResearchHow Semantic Technologies Enhance Colla...Social Media and Scientific ResearchHow Semantic Technologies Enhance Colla...
Social Media and Scientific Research How Semantic Technologies Enhance Colla...
 
Tools and Tips for Analyzing Social Media Data
Tools and Tips for Analyzing Social Media DataTools and Tips for Analyzing Social Media Data
Tools and Tips for Analyzing Social Media Data
 
Toward Hybrid Computing
Toward Hybrid ComputingToward Hybrid Computing
Toward Hybrid Computing
 
How do people use Twitter and why do we need to know?
How do people use Twitter and why do we need to know?How do people use Twitter and why do we need to know?
How do people use Twitter and why do we need to know?
 
Research Methods 101, by Elliott Hedman
Research Methods 101, by Elliott HedmanResearch Methods 101, by Elliott Hedman
Research Methods 101, by Elliott Hedman
 

Mais de Digiword Ha Noi

8 sai lam_trong_kd_va_giai_phap--digiworldhanoi
8 sai lam_trong_kd_va_giai_phap--digiworldhanoi8 sai lam_trong_kd_va_giai_phap--digiworldhanoi
8 sai lam_trong_kd_va_giai_phap--digiworldhanoiDigiword Ha Noi
 
Heineken case study business analysis
Heineken case study business analysisHeineken case study business analysis
Heineken case study business analysisDigiword Ha Noi
 
Google analytics and website optimizer
Google analytics and website optimizerGoogle analytics and website optimizer
Google analytics and website optimizerDigiword Ha Noi
 
Quản trị chất lương 1 digiworldhanoi.vn
Quản trị chất lương 1 digiworldhanoi.vnQuản trị chất lương 1 digiworldhanoi.vn
Quản trị chất lương 1 digiworldhanoi.vnDigiword Ha Noi
 
Quản trị chất lương 6 digiworldhanoi.vn
Quản trị chất lương 6  digiworldhanoi.vnQuản trị chất lương 6  digiworldhanoi.vn
Quản trị chất lương 6 digiworldhanoi.vnDigiword Ha Noi
 
quản trị chất lương 6-digiworldhanoi.vn
quản trị chất lương 6-digiworldhanoi.vnquản trị chất lương 6-digiworldhanoi.vn
quản trị chất lương 6-digiworldhanoi.vnDigiword Ha Noi
 
quản trị chất lương 8 -digiworldhanoi.vn
quản trị chất lương 8 -digiworldhanoi.vnquản trị chất lương 8 -digiworldhanoi.vn
quản trị chất lương 8 -digiworldhanoi.vnDigiword Ha Noi
 
quản trị chất lương 7 -digiworldhanoi.vn
quản trị chất lương 7 -digiworldhanoi.vnquản trị chất lương 7 -digiworldhanoi.vn
quản trị chất lương 7 -digiworldhanoi.vnDigiword Ha Noi
 
quản trị chất lương 4-digiworldhanoi.vn
quản trị chất lương 4-digiworldhanoi.vnquản trị chất lương 4-digiworldhanoi.vn
quản trị chất lương 4-digiworldhanoi.vnDigiword Ha Noi
 
quản trị chất lương 3-digiworldhanoi.vn
quản trị chất lương 3-digiworldhanoi.vnquản trị chất lương 3-digiworldhanoi.vn
quản trị chất lương 3-digiworldhanoi.vnDigiword Ha Noi
 
quản trị chất lương 2-digiworldhanoi.vn
quản trị chất lương 2-digiworldhanoi.vnquản trị chất lương 2-digiworldhanoi.vn
quản trị chất lương 2-digiworldhanoi.vnDigiword Ha Noi
 
How to create an internet marketing strategy
How to create an internet marketing strategyHow to create an internet marketing strategy
How to create an internet marketing strategyDigiword Ha Noi
 
Canon power shot a470 digiworldhanoi.vn
Canon power shot a470 digiworldhanoi.vnCanon power shot a470 digiworldhanoi.vn
Canon power shot a470 digiworldhanoi.vnDigiword Ha Noi
 
Hdsd ixus70 75-digiworldhanoi.vn
Hdsd ixus70 75-digiworldhanoi.vnHdsd ixus70 75-digiworldhanoi.vn
Hdsd ixus70 75-digiworldhanoi.vnDigiword Ha Noi
 
Huong dan su dung 100 is digiworldhanoi.vn
Huong dan su dung 100 is  digiworldhanoi.vnHuong dan su dung 100 is  digiworldhanoi.vn
Huong dan su dung 100 is digiworldhanoi.vnDigiword Ha Noi
 
Cài đặt Windows XP từ ổ USB Flash
Cài đặt Windows XP từ ổ USB FlashCài đặt Windows XP từ ổ USB Flash
Cài đặt Windows XP từ ổ USB FlashDigiword Ha Noi
 
Cách chọn dàn karaoke
Cách chọn dàn karaokeCách chọn dàn karaoke
Cách chọn dàn karaokeDigiword Ha Noi
 
Phương pháo nghiên cứu kinh doanh
Phương pháo nghiên cứu kinh doanhPhương pháo nghiên cứu kinh doanh
Phương pháo nghiên cứu kinh doanhDigiword Ha Noi
 

Mais de Digiword Ha Noi (20)

8 sai lam_trong_kd_va_giai_phap--digiworldhanoi
8 sai lam_trong_kd_va_giai_phap--digiworldhanoi8 sai lam_trong_kd_va_giai_phap--digiworldhanoi
8 sai lam_trong_kd_va_giai_phap--digiworldhanoi
 
Heineken case study business analysis
Heineken case study business analysisHeineken case study business analysis
Heineken case study business analysis
 
Google analytics and website optimizer
Google analytics and website optimizerGoogle analytics and website optimizer
Google analytics and website optimizer
 
Before social media
Before social mediaBefore social media
Before social media
 
Quản trị chất lương 1 digiworldhanoi.vn
Quản trị chất lương 1 digiworldhanoi.vnQuản trị chất lương 1 digiworldhanoi.vn
Quản trị chất lương 1 digiworldhanoi.vn
 
Quản trị chất lương 6 digiworldhanoi.vn
Quản trị chất lương 6  digiworldhanoi.vnQuản trị chất lương 6  digiworldhanoi.vn
Quản trị chất lương 6 digiworldhanoi.vn
 
quản trị chất lương 6-digiworldhanoi.vn
quản trị chất lương 6-digiworldhanoi.vnquản trị chất lương 6-digiworldhanoi.vn
quản trị chất lương 6-digiworldhanoi.vn
 
quản trị chất lương 8 -digiworldhanoi.vn
quản trị chất lương 8 -digiworldhanoi.vnquản trị chất lương 8 -digiworldhanoi.vn
quản trị chất lương 8 -digiworldhanoi.vn
 
quản trị chất lương 7 -digiworldhanoi.vn
quản trị chất lương 7 -digiworldhanoi.vnquản trị chất lương 7 -digiworldhanoi.vn
quản trị chất lương 7 -digiworldhanoi.vn
 
quản trị chất lương 4-digiworldhanoi.vn
quản trị chất lương 4-digiworldhanoi.vnquản trị chất lương 4-digiworldhanoi.vn
quản trị chất lương 4-digiworldhanoi.vn
 
quản trị chất lương 3-digiworldhanoi.vn
quản trị chất lương 3-digiworldhanoi.vnquản trị chất lương 3-digiworldhanoi.vn
quản trị chất lương 3-digiworldhanoi.vn
 
quản trị chất lương 2-digiworldhanoi.vn
quản trị chất lương 2-digiworldhanoi.vnquản trị chất lương 2-digiworldhanoi.vn
quản trị chất lương 2-digiworldhanoi.vn
 
5.1.qtc luong ok
5.1.qtc luong ok5.1.qtc luong ok
5.1.qtc luong ok
 
How to create an internet marketing strategy
How to create an internet marketing strategyHow to create an internet marketing strategy
How to create an internet marketing strategy
 
Canon power shot a470 digiworldhanoi.vn
Canon power shot a470 digiworldhanoi.vnCanon power shot a470 digiworldhanoi.vn
Canon power shot a470 digiworldhanoi.vn
 
Hdsd ixus70 75-digiworldhanoi.vn
Hdsd ixus70 75-digiworldhanoi.vnHdsd ixus70 75-digiworldhanoi.vn
Hdsd ixus70 75-digiworldhanoi.vn
 
Huong dan su dung 100 is digiworldhanoi.vn
Huong dan su dung 100 is  digiworldhanoi.vnHuong dan su dung 100 is  digiworldhanoi.vn
Huong dan su dung 100 is digiworldhanoi.vn
 
Cài đặt Windows XP từ ổ USB Flash
Cài đặt Windows XP từ ổ USB FlashCài đặt Windows XP từ ổ USB Flash
Cài đặt Windows XP từ ổ USB Flash
 
Cách chọn dàn karaoke
Cách chọn dàn karaokeCách chọn dàn karaoke
Cách chọn dàn karaoke
 
Phương pháo nghiên cứu kinh doanh
Phương pháo nghiên cứu kinh doanhPhương pháo nghiên cứu kinh doanh
Phương pháo nghiên cứu kinh doanh
 

Último

Real Time Object Detection Using Open CV
Real Time Object Detection Using Open CVReal Time Object Detection Using Open CV
Real Time Object Detection Using Open CVKhem
 
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Drew Madelung
 
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptxEIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptxEarley Information Science
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerThousandEyes
 
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...Neo4j
 
Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsJoaquim Jorge
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking MenDelhi Call girls
 
Breaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountBreaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountPuma Security, LLC
 
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024The Digital Insurer
 
Slack Application Development 101 Slides
Slack Application Development 101 SlidesSlack Application Development 101 Slides
Slack Application Development 101 Slidespraypatel2
 
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationFrom Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationSafe Software
 
The Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxThe Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxMalak Abu Hammad
 
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...apidays
 
[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdfhans926745
 
Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Enterprise Knowledge
 
Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024The Digital Insurer
 
A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?Igalia
 
Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfsudhanshuwaghmare1
 
Data Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonData Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonAnna Loughnan Colquhoun
 
Histor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slideHistor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slidevu2urc
 

Último (20)

Real Time Object Detection Using Open CV
Real Time Object Detection Using Open CVReal Time Object Detection Using Open CV
Real Time Object Detection Using Open CV
 
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
 
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptxEIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected Worker
 
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
 
Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and Myths
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men
 
Breaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountBreaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path Mount
 
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
 
Slack Application Development 101 Slides
Slack Application Development 101 SlidesSlack Application Development 101 Slides
Slack Application Development 101 Slides
 
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationFrom Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
 
The Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxThe Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptx
 
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
 
[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf
 
Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...
 
Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024
 
A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?
 
Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdf
 
Data Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonData Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt Robison
 
Histor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slideHistor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slide
 

Twitter analytics -digiworldhanoi.vn

  • 1. Twitter Analytics A user’s guide to interpreting, reinterpreting and misinterpreting the social media service. Dr Stephen Dann School of Management Marketing & International Business, Australian National University @stephendann or stephen.dann@anu.edu.au www.digiworldhanoi.vn
  • 2. If you’re on Twitter Questions can be sent to @stephendann www.digiworldhanoi.vn
  • 3.
  • 4.
  • 5.
  • 6.
  • 7. How to dissect a living medium? www.digiworldhanoi.vn
  • 8. Raw Counts Tweetstats – www.tweetstats.com
  • 9. Text Analysis Tweetstats – www.tweetstats.com Wordle – wordle.com
  • 10. Leximancer Leximancer – www.leximancer.com
  • 11. Coded Content Analysis Made up for this set of slides.
  • 12. Same Data set… So many different ways to present the results
  • 14.
  • 16.
  • 17.
  • 18.
  • 19.
  • 20.
  • 21.
  • 22.
  • 23.
  • 24. Recoding the Platform Let’s do it my way
  • 25.
  • 26.
  • 27.
  • 28.
  • 30.
  • 32.
  • 34.
  • 35. Conversational @USERNAME Beware the polar bears. 30% 850 Response Invading Germany from France. Who's with me? 17% 480 Query @USERNAME Items under $1000 are exempt. http://is.gd/AV7K 2% 66 Pass-along *waves at @USERNAME* 3% 77 Action Exemplar % N Category 3rd pers plural 73.84 21.97 17.05 13637 30% 850 Response Impersonal pronouns, Auxiliary verbs, Tentative, Discrepancy, QMark 75.33 21.22 10.13 7032 17% 480 Query OtherP, Period 54.31 21.86 18.89 1020 2% 66 Pass-along Conjunctions, Inhibition, Inclusive Biological processes 67.75 23.80 14.74 958 3% 77 Action Linguistic Inquiry Results Dictionary Words >6 letters Words/ Sentence Word Count % N Category
  • 37.
  • 38.
  • 39. Status Firing off e-mail after e-mail to clear my to do list (knowing that's a great way to regenerate to do list items doesn't stop me or help me) 7% 196 work Waiting for my 2pm performance review to start. 6% 170 temporal It's freezing out there this morning 1% 37 physical I liked Modest Mouse after they became famous. 8% 221 personal Well... I'm in trouble. Used 3829.060MB (62.322%) of your 6GB. You have 22 days remaining 4% 106 mechanical Standing in a lecture theatre talking about Marketing Management. 2% 69 location Diplomacy is the art of saying "Nice doggy" until you find a big enough rock. Captaincy is the timely provision of large enough rocks. 5% 140 broadcast Playing with the internet in the name of science 1% 35 activity Work 80.19 23.96 16.59 3881 7% 196 work Prepositions 79.05 19.84 14.11 3160 6% 170 temporal Perceptual processes, feel, body, health 81.91 23.10 16.87 658 1% 37 physical Total function words, Common verbs, Past / Present tense, Adverbs, Cognitive processes, 80.71 19.05 19.35 4121 8% 221 personal Sadness 70.43 22.02 13.88 1985 4% 106 mechanical Articles, space 78.12 22.96 12.67 1115 2% 69 location Friends, Quote 71.21 22.84 11.21 2119 5% 140 broadcast see, Ingestion,Achievement 76.17 23.26 14.41 533 1% 35 activity Linguistic Inquiry Results Dictionary Words >6 letters Words/ Sentence Word Count % N Category
  • 41.
  • 42. Pass Along http://twitpic.com/2o1c1 - Bus Slogan Generator Time - http://is.gd/hU2Q 4% 122 Ugc L4D Survivors in Rockband2 singing L7 Pretend We're Dead. http://is.gd/BsVE (HT to @LesbianGamers ). It's seriously amazing. 2% 48 RT I'm looking myself up on Publish or Perish (http://rurl.org/iw4) to find a reference to a paper that cited me because I want to cite them 4% 108 endorsement Pass along Exemplar % N Category Numbers, leisure 52.89 20.61 39.98 1679 4% 122 Ugc SemiC 54.31 24.75 16.85 893 2% 48 RT Parenth, Dash 55.71 21.05 30.12 1777 4% 108 endorsement Linguistic Inquiry Results Dictionary Words >6 letters Words/ Sentence Word Count % N Category
  • 44.
  • 45. News - - - Headlines - - - Sport Between NASA's satellite and autoanalysis of imagery, and Google Map data, scientific proof where there's smoke, there's fires #bcc2 0% 13 Event News Exemplar % N Category Negative emotion, Anger Certainty Perceptual processes 65.62 22.92 10.67 192 0% 13 Event News Linguistic Inquiry Results Dictionary Words >6 letters Words/ Sentence Word Count % N Category
  • 46.
  • 47. Phatic AAAAAAAAAAAAAAARGH 0% 7 Unclassifiable Good morning Twitterverse. How's the world outside? 1% 17 Greeting Note to self: Just because you're carrying tiny vials of hypercaffeine is no reason to start calculating remote delivery systems for them. 2% 49 Fourth wall *wanders through his twitter follower list, blocking all of the automated/spam follower accounts* 1% 30 Action Phatic Exemplar % N Category NIL 33.33 33.33 3.00 6 0% 7 Unclassifiable Future tense, Positive emotion Relativity, time 78.37 29.33 7.70 208 1% 17 Greeting Negations, Quantifiers, Social processes, Humans, Affective processes, Causation, Exclusive 76.44 20.69 12.29 836 2% 49 Fourthwall Anxiety, hear, motion 75.22 26.75 22.80 456 1% 30 Action Linguistic Inquiry Results Dictionary Words >6 letters Words/ Sentence Word Count % N Category
  • 49.
  • 50.
  • 51. Future research The Public Timeline versus the Classification Scheme
  • 52. Questions [email_address] Or @stephendann www.digiworldhanoi.vn
  • 53.
  • 54.
  • 55.