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WWBP - ABOUT
The World Well-Being Project (WWBP) is pioneering scientific techniques for measuring psychological well-being and physical health based on the analysis of language in social media. As a collaboration between computer scientists, psychologists, and statisticians, we are shedding new light on the psychosocial processes that affect healthand
WWBP - LANGUAGE OF PERSONALITY The World Well-Being Project (WWBP) is pioneering techniques for measuring psychological and medical well-being based on language insocial media
WWBP MAP - WELL-BEING MAP The Well-Being Map is an online visualization tool that displays measurements of various characteristics for each U.S. county. The measurements are generated from two sets of data: Twitter-Based Assessment. Results from the scientific analyses of the language recently posted in public Tweets across the U.S. Census Data. THE MECHANICS OF HUMAN ACHIEVEMENT Social and Personality Psychology Compass 9/7 (2015): 359 –369, 10.1111/spc3.12178 The Mechanics of Human Achievement Angela L. Duckworth*, Johannes C. Eichstaedt and Lyle H. Ungar PRESENTATION OF SELF IN SOCIAL MEDIA Presentation of Self in Social Media. We study social media with the assumption that people reveal “who they are” when they post to Facebook, Twitter or Instagram: that men write more like men than women do, that extraverts look extraverted, depressed people depressed, and happy people happy. But do people present their “trueselves” on
PREDICTING INDIVIDUAL WELL-BEING THROUGH THE … ment (PERMA). Other “dashboard approaches” seek to capture subtle psychological notions such as “autonomy” or “self-acceptance”.22 Although greater specificity could be delineated, we chose the PERMA constructs since they capture fairly explicit and often foregrounded ends people pursue DIFFERENTIAL LANGUAGE ANALYSIS TOOLKIT Differential Language Analysis ToolKit¶. Differential Language Analysis ToolKit. DLATK is an end to end human text analysis package, specifically suited for social media and social scientific applications. It is written in Python 3 and developed by the World Well-Being Project at the University of Pennsylvania and Stony BrookUniversity.
CHARACTERIZING GEOGRAPHIC VARIATION IN WELL-BEING USING TWEETS Characterizing Geographic Variation in Well-Being using Tweets H. Andrew Schwartz, Johannes C. Eichstaedt, Margaret L. Kern, Lukasz Dziurzynski, Megha Agrawal ANALYZING PERSONALITY THROUGH SOCIAL MEDIA PROFILE PICTURE REST API1, leading up to a data set of 104,500,740 tweets. TwitterSurvey An order of magnitudes smaller data set which contains 434 Twitter users whose Big Five personality scores were computed based on their completion of the Inter- WWBP - HOMEABOUTPEOPLEPUBLICATIONSDEMOSRESOURCESBLOG The World Well-Being Project (WWBP) is pioneering techniques for measuring psychological and medical well-being based on language insocial media
WWBP - ABOUT
The World Well-Being Project (WWBP) is pioneering scientific techniques for measuring psychological well-being and physical health based on the analysis of language in social media. As a collaboration between computer scientists, psychologists, and statisticians, we are shedding new light on the psychosocial processes that affect healthand
WWBP - LANGUAGE OF PERSONALITY The World Well-Being Project (WWBP) is pioneering techniques for measuring psychological and medical well-being based on language insocial media
WWBP MAP - WELL-BEING MAP The Well-Being Map is an online visualization tool that displays measurements of various characteristics for each U.S. county. The measurements are generated from two sets of data: Twitter-Based Assessment. Results from the scientific analyses of the language recently posted in public Tweets across the U.S. Census Data. THE MECHANICS OF HUMAN ACHIEVEMENT Social and Personality Psychology Compass 9/7 (2015): 359 –369, 10.1111/spc3.12178 The Mechanics of Human Achievement Angela L. Duckworth*, Johannes C. Eichstaedt and Lyle H. Ungar PRESENTATION OF SELF IN SOCIAL MEDIA Presentation of Self in Social Media. We study social media with the assumption that people reveal “who they are” when they post to Facebook, Twitter or Instagram: that men write more like men than women do, that extraverts look extraverted, depressed people depressed, and happy people happy. But do people present their “trueselves” on
PREDICTING INDIVIDUAL WELL-BEING THROUGH THE … ment (PERMA). Other “dashboard approaches” seek to capture subtle psychological notions such as “autonomy” or “self-acceptance”.22 Although greater specificity could be delineated, we chose the PERMA constructs since they capture fairly explicit and often foregrounded ends people pursue DIFFERENTIAL LANGUAGE ANALYSIS TOOLKIT Differential Language Analysis ToolKit¶. Differential Language Analysis ToolKit. DLATK is an end to end human text analysis package, specifically suited for social media and social scientific applications. It is written in Python 3 and developed by the World Well-Being Project at the University of Pennsylvania and Stony BrookUniversity.
CHARACTERIZING GEOGRAPHIC VARIATION IN WELL-BEING USING TWEETS Characterizing Geographic Variation in Well-Being using Tweets H. Andrew Schwartz, Johannes C. Eichstaedt, Margaret L. Kern, Lukasz Dziurzynski, Megha Agrawal ANALYZING PERSONALITY THROUGH SOCIAL MEDIA PROFILE PICTURE REST API1, leading up to a data set of 104,500,740 tweets. TwitterSurvey An order of magnitudes smaller data set which contains 434 Twitter users whose Big Five personality scores were computed based on their completion of the Inter-WWBP - SERVICES
WWBP Services Offered. We have experience deploying both components of the AWARE framework for research purposes, and we can provide the following services to your research group: Cloning of the AWARE server. Hosting of the AWARE server. Monitoring of data collection. Analysis of data. Customization to the AWARE cell phone app or server.WWBP - ABOUT
The World Well-Being Project (WWBP) is pioneering scientific techniques for measuring psychological well-being and physical health based on the analysis of language in social media. As a collaboration between computer scientists, psychologists, and statisticians, we are shedding new light on the psychosocial processes that affect healthand
WWBP - LANGUAGE OF PERSONALITY The World Well-Being Project (WWBP) is pioneering techniques for measuring psychological and medical well-being based on language insocial media
WWBP - LANGUAGE IN PERSONALITY SPACE - TOPICS LANGUAGE IN PERSONALITY SPACE. This visualization explores the relationships between users' language, personality, age, and gender. The data comes from over 70,000 Facebook users who completed personality tests and allowed their status messages RESEARCH STUDY: WELL-BEING OF SERVERS AND BARTENDERS What is the study investigating? Researchers at the University of Pennsylvania and Stony Brook University seek to better understand the well-being and drinking behaviors of bartenders and servers (especially during COVID-19). Participants are asked to fill out a one-time initial survey as well as respond to short surveys (only 5questions in
WWBP-MOOC
The World Well-Being Project is pioneering scientific techniques for measuring psychological well-being and physical health based on the analysis of language in social media. Watch this video to learn more. To contribute to our efforts, complete this brief survey and securely link your social media data. We’ll provide a word cloud of yourWWBP-AH
The World Well-Being Project is pioneering scientific techniques for measuring psychological well-being and physical health based on the analysis of language in social media. Watch this video to learn more. To contribute to our efforts, complete this brief survey and securely link your social media data. We’ll provide a word cloud of your TOWARD PERSONALITY INSIGHTS FROM EXPLORATORY LANGUAGE ANALYSIS Toward Personality Insights from Language Exploration in Social Media H. Andrew Schwartz, Johannes C. Eichstaedt, Lukasz Dziurzynski, Margaret L. Kern, Martin E. P. Seligman and Lyle H. Ungar TUTORIALS — DLATK 1.1.6 DOCUMENTATION Video Tutorials¶. The following videos were developed by the World Well-Being Project and are not directly related to running DLATK . Open Vocabulary Analysis: The Concept. Age / Gender Predictive Lexica. Differential Word Clouds. MAARTEN SAP, LAURA K. SMITH, AND LYLE H. UNGAR becomes a process of hunting for a needle in a hay field. Theories are needed to interpret data, and psychologists have developed such theories across hundreds of years. WWBP - HOMEABOUTPEOPLEPUBLICATIONSDEMOSRESOURCESBLOG The World Well-Being Project (WWBP) is pioneering techniques for measuring psychological and medical well-being based on language insocial media
WWBP - LANGUAGE OF PERSONALITY The World Well-Being Project (WWBP) is pioneering techniques for measuring psychological and medical well-being based on language insocial media
WWBP MAP - WELL-BEING MAP The Well-Being Map is an online visualization tool that displays measurements of various characteristics for each U.S. county. The measurements are generated from two sets of data: Twitter-Based Assessment. Results from the scientific analyses of the language recently posted in public Tweets across the U.S. Census Data. PREDICTING INDIVIDUAL WELL-BEING THROUGH THE … ment (PERMA). Other “dashboard approaches” seek to capture subtle psychological notions such as “autonomy” or “self-acceptance”.22 Although greater specificity could be delineated, we chose the PERMA constructs since they capture fairly explicit and often foregrounded ends people pursue THE MECHANICS OF HUMAN ACHIEVEMENT Social and Personality Psychology Compass 9/7 (2015): 359 –369, 10.1111/spc3.12178 The Mechanics of Human Achievement Angela L. Duckworth*, Johannes C. Eichstaedt and Lyle H. Ungar DIFFERENTIAL LANGUAGE ANALYSIS TOOLKIT Differential Language Analysis ToolKit¶. Differential Language Analysis ToolKit. DLATK is an end to end human text analysis package, specifically suited for social media and social scientific applications. It is written in Python 3 and developed by the World Well-Being Project at the University of Pennsylvania and Stony BrookUniversity.
PRESENTATION OF SELF IN SOCIAL MEDIA Presentation of Self in Social Media. We study social media with the assumption that people reveal “who they are” when they post to Facebook, Twitter or Instagram: that men write more like men than women do, that extraverts look extraverted, depressed people depressed, and happy people happy. But do people present their “trueselves” on
CHARACTERIZING GEOGRAPHIC VARIATION IN WELL-BEING USING TWEETS Characterizing Geographic Variation in Well-Being using Tweets H. Andrew Schwartz, Johannes C. Eichstaedt, Margaret L. Kern, Lukasz Dziurzynski, Megha Agrawal ANALYZING PERSONALITY THROUGH SOCIAL MEDIA PROFILE PICTURE REST API1, leading up to a data set of 104,500,740 tweets. TwitterSurvey An order of magnitudes smaller data set which contains 434 Twitter users whose Big Five personality scores were computed based on their completion of the Inter- STUDYING THE DARK TRIAD OF PERSONALITY THROUGH TWITTER Studying the Dark Triad of Personality through Twitter Behavior Daniel Preo¸tiuc-Pietro, Jordan Carpenter, Salvatore Giorgi, Lyle Ungar Positive Psychology Center WWBP - HOMEABOUTPEOPLEPUBLICATIONSDEMOSRESOURCESBLOG The World Well-Being Project (WWBP) is pioneering techniques for measuring psychological and medical well-being based on language insocial media
WWBP - LANGUAGE OF PERSONALITY The World Well-Being Project (WWBP) is pioneering techniques for measuring psychological and medical well-being based on language insocial media
WWBP MAP - WELL-BEING MAP The Well-Being Map is an online visualization tool that displays measurements of various characteristics for each U.S. county. The measurements are generated from two sets of data: Twitter-Based Assessment. Results from the scientific analyses of the language recently posted in public Tweets across the U.S. Census Data. PREDICTING INDIVIDUAL WELL-BEING THROUGH THE … ment (PERMA). Other “dashboard approaches” seek to capture subtle psychological notions such as “autonomy” or “self-acceptance”.22 Although greater specificity could be delineated, we chose the PERMA constructs since they capture fairly explicit and often foregrounded ends people pursue THE MECHANICS OF HUMAN ACHIEVEMENT Social and Personality Psychology Compass 9/7 (2015): 359 –369, 10.1111/spc3.12178 The Mechanics of Human Achievement Angela L. Duckworth*, Johannes C. Eichstaedt and Lyle H. Ungar DIFFERENTIAL LANGUAGE ANALYSIS TOOLKIT Differential Language Analysis ToolKit¶. Differential Language Analysis ToolKit. DLATK is an end to end human text analysis package, specifically suited for social media and social scientific applications. It is written in Python 3 and developed by the World Well-Being Project at the University of Pennsylvania and Stony BrookUniversity.
PRESENTATION OF SELF IN SOCIAL MEDIA Presentation of Self in Social Media. We study social media with the assumption that people reveal “who they are” when they post to Facebook, Twitter or Instagram: that men write more like men than women do, that extraverts look extraverted, depressed people depressed, and happy people happy. But do people present their “trueselves” on
CHARACTERIZING GEOGRAPHIC VARIATION IN WELL-BEING USING TWEETS Characterizing Geographic Variation in Well-Being using Tweets H. Andrew Schwartz, Johannes C. Eichstaedt, Margaret L. Kern, Lukasz Dziurzynski, Megha Agrawal ANALYZING PERSONALITY THROUGH SOCIAL MEDIA PROFILE PICTURE REST API1, leading up to a data set of 104,500,740 tweets. TwitterSurvey An order of magnitudes smaller data set which contains 434 Twitter users whose Big Five personality scores were computed based on their completion of the Inter- STUDYING THE DARK TRIAD OF PERSONALITY THROUGH TWITTER Studying the Dark Triad of Personality through Twitter Behavior Daniel Preo¸tiuc-Pietro, Jordan Carpenter, Salvatore Giorgi, Lyle Ungar Positive Psychology CenterWWBP - HOME
The World Well-Being Project (WWBP) is pioneering techniques for measuring psychological and medical well-being based on language insocial media
WWBP - DATA
The World Well-Being Project (WWBP) is pioneering techniques for measuring psychological and medical well-being based on language insocial media
WWBP - LANGUAGE OF PERSONALITY The World Well-Being Project (WWBP) is pioneering techniques for measuring psychological and medical well-being based on language insocial media
WWBP - LANGUAGE IN PERSONALITY SPACE - TOPICS LANGUAGE IN PERSONALITY SPACE. This visualization explores the relationships between users' language, personality, age, and gender. The data comes from over 70,000 Facebook users who completed personality tests and allowed their status messages WWBP - LANGUAGE OF AGE The Language of Age. What words or phrases are characteristic of different age groups? Click an age group below to view word cloud visuals of the words and phrases that most distinguishing individuals within the given age groups. The size of word indicates the strength of the correlation, while color indicates relative frequency of usage. PRESENTATION OF SELF IN SOCIAL MEDIA Presentation of Self in Social Media. We study social media with the assumption that people reveal “who they are” when they post to Facebook, Twitter or Instagram: that men write more like men than women do, that extraverts look extraverted, depressed people depressed, and happy people happy. But do people present their “trueselves” on
WWBP-MOOC
The World Well-Being Project is pioneering scientific techniques for measuring psychological well-being and physical health based on the analysis of language in social media. Watch this video to learn more. To contribute to our efforts, complete this brief survey and securely link your social media data. MAARTEN SAP, LAURA K. SMITH, AND LYLE H. UNGAR becomes a process of hunting for a needle in a hay field. Theories are needed to interpret data, and psychologists have developed such theories across hundreds of years. LIVING IN THE PAST, PRESENT, AND FUTURE: MEASURING Journal of Personality 00:00, Month 2016 VC 2016 Wiley Periodicals, Inc. Living in the Past, Present, and DOI: 10.1111/jopy.12239 Future: Measuring Temporal Orientation With Language Gregory Park,1 H. Andrew Schwartz,1,2 Maarten Sap,1 Margaret L. Kern,3 Evan Weingarten,1 Johannes C. Eichstaedt,1 Jonah Berger,1 David J. Stillwell,4 Michal Kosinski,5 Lyle H. Ungar,1 and CORRIGENDUM: BIRDS OF A FEATHER DO FLOCK © THE AUTHOR(S Personality Similarity 277 judge themselves relative to a salient comparison group, rather than in absolute terms (the reference-group effect; Heine, Buchtel, & Norenzayan, 2008; Heine, Lehman, WWBP - HOMEABOUTPEOPLEPUBLICATIONSDEMOSRESOURCESBLOG The World Well-Being Project (WWBP) is pioneering techniques for measuring psychological and medical well-being based on language insocial media
WWBP - LANGUAGE OF PERSONALITY The World Well-Being Project (WWBP) is pioneering techniques for measuring psychological and medical well-being based on language insocial media
WWBP MAP - WELL-BEING MAP The Well-Being Map is an online visualization tool that displays measurements of various characteristics for each U.S. county. The measurements are generated from two sets of data: Twitter-Based Assessment. Results from the scientific analyses of the language recently posted in public Tweets across the U.S. Census Data. PREDICTING INDIVIDUAL WELL-BEING THROUGH THE … ment (PERMA). Other “dashboard approaches” seek to capture subtle psychological notions such as “autonomy” or “self-acceptance”.22 Although greater specificity could be delineated, we chose the PERMA constructs since they capture fairly explicit and often foregrounded ends people pursue THE MECHANICS OF HUMAN ACHIEVEMENT Social and Personality Psychology Compass 9/7 (2015): 359 –369, 10.1111/spc3.12178 The Mechanics of Human Achievement Angela L. Duckworth*, Johannes C. Eichstaedt and Lyle H. Ungar DIFFERENTIAL LANGUAGE ANALYSIS TOOLKIT Differential Language Analysis ToolKit¶. Differential Language Analysis ToolKit. DLATK is an end to end human text analysis package, specifically suited for social media and social scientific applications. It is written in Python 3 and developed by the World Well-Being Project at the University of Pennsylvania and Stony BrookUniversity.
PRESENTATION OF SELF IN SOCIAL MEDIA Presentation of Self in Social Media. We study social media with the assumption that people reveal “who they are” when they post to Facebook, Twitter or Instagram: that men write more like men than women do, that extraverts look extraverted, depressed people depressed, and happy people happy. But do people present their “trueselves” on
CHARACTERIZING GEOGRAPHIC VARIATION IN WELL-BEING USING TWEETS Characterizing Geographic Variation in Well-Being using Tweets H. Andrew Schwartz, Johannes C. Eichstaedt, Margaret L. Kern, Lukasz Dziurzynski, Megha Agrawal ANALYZING PERSONALITY THROUGH SOCIAL MEDIA PROFILE PICTURE REST API1, leading up to a data set of 104,500,740 tweets. TwitterSurvey An order of magnitudes smaller data set which contains 434 Twitter users whose Big Five personality scores were computed based on their completion of the Inter- STUDYING THE DARK TRIAD OF PERSONALITY THROUGH TWITTER Studying the Dark Triad of Personality through Twitter Behavior Daniel Preo¸tiuc-Pietro, Jordan Carpenter, Salvatore Giorgi, Lyle Ungar Positive Psychology Center WWBP - HOMEABOUTPEOPLEPUBLICATIONSDEMOSRESOURCESBLOG The World Well-Being Project (WWBP) is pioneering techniques for measuring psychological and medical well-being based on language insocial media
WWBP - LANGUAGE OF PERSONALITY The World Well-Being Project (WWBP) is pioneering techniques for measuring psychological and medical well-being based on language insocial media
WWBP MAP - WELL-BEING MAP The Well-Being Map is an online visualization tool that displays measurements of various characteristics for each U.S. county. The measurements are generated from two sets of data: Twitter-Based Assessment. Results from the scientific analyses of the language recently posted in public Tweets across the U.S. Census Data. PREDICTING INDIVIDUAL WELL-BEING THROUGH THE … ment (PERMA). Other “dashboard approaches” seek to capture subtle psychological notions such as “autonomy” or “self-acceptance”.22 Although greater specificity could be delineated, we chose the PERMA constructs since they capture fairly explicit and often foregrounded ends people pursue THE MECHANICS OF HUMAN ACHIEVEMENT Social and Personality Psychology Compass 9/7 (2015): 359 –369, 10.1111/spc3.12178 The Mechanics of Human Achievement Angela L. Duckworth*, Johannes C. Eichstaedt and Lyle H. Ungar DIFFERENTIAL LANGUAGE ANALYSIS TOOLKIT Differential Language Analysis ToolKit¶. Differential Language Analysis ToolKit. DLATK is an end to end human text analysis package, specifically suited for social media and social scientific applications. It is written in Python 3 and developed by the World Well-Being Project at the University of Pennsylvania and Stony BrookUniversity.
PRESENTATION OF SELF IN SOCIAL MEDIA Presentation of Self in Social Media. We study social media with the assumption that people reveal “who they are” when they post to Facebook, Twitter or Instagram: that men write more like men than women do, that extraverts look extraverted, depressed people depressed, and happy people happy. But do people present their “trueselves” on
CHARACTERIZING GEOGRAPHIC VARIATION IN WELL-BEING USING TWEETS Characterizing Geographic Variation in Well-Being using Tweets H. Andrew Schwartz, Johannes C. Eichstaedt, Margaret L. Kern, Lukasz Dziurzynski, Megha Agrawal ANALYZING PERSONALITY THROUGH SOCIAL MEDIA PROFILE PICTURE REST API1, leading up to a data set of 104,500,740 tweets. TwitterSurvey An order of magnitudes smaller data set which contains 434 Twitter users whose Big Five personality scores were computed based on their completion of the Inter- STUDYING THE DARK TRIAD OF PERSONALITY THROUGH TWITTER Studying the Dark Triad of Personality through Twitter Behavior Daniel Preo¸tiuc-Pietro, Jordan Carpenter, Salvatore Giorgi, Lyle Ungar Positive Psychology CenterWWBP - HOME
The World Well-Being Project (WWBP) is pioneering techniques for measuring psychological and medical well-being based on language insocial media
WWBP - DATA
The World Well-Being Project (WWBP) is pioneering techniques for measuring psychological and medical well-being based on language insocial media
WWBP - PUBLICATIONS
WWBP - Publications. advancing understanding of human flourishing using language analysis. Choose a new page ABOUT PEOPLE PUBLICATIONS DEMOS RESOURCES BLOG MAP SERVICES. Positive Psychology Center @ Univ of Pennsylvania. Human Language Analysis Lab @ Stony Brook University. Stanford Computational Psychology & Well-Being Lab. WWBP - LANGUAGE OF PERSONALITY The World Well-Being Project (WWBP) is pioneering techniques for measuring psychological and medical well-being based on language insocial media
WWBP - LANGUAGE IN PERSONALITY SPACE - TOPICS LANGUAGE IN PERSONALITY SPACE. This visualization explores the relationships between users' language, personality, age, and gender. The data comes from over 70,000 Facebook users who completed personality tests and allowed their status messages WWBP - LANGUAGE OF AGE The Language of Age. What words or phrases are characteristic of different age groups? Click an age group below to view word cloud visuals of the words and phrases that most distinguishing individuals within the given age groups. The size of word indicates the strength of the correlation, while color indicates relative frequency of usage. PRESENTATION OF SELF IN SOCIAL MEDIA Presentation of Self in Social Media. We study social media with the assumption that people reveal “who they are” when they post to Facebook, Twitter or Instagram: that men write more like men than women do, that extraverts look extraverted, depressed people depressed, and happy people happy. But do people present their “trueselves” on
WWBP-MOOC
The World Well-Being Project is pioneering scientific techniques for measuring psychological well-being and physical health based on the analysis of language in social media. Watch this video to learn more. To contribute to our efforts, complete this brief survey and securely link your social media data. MAARTEN SAP, LAURA K. SMITH, AND LYLE H. UNGAR becomes a process of hunting for a needle in a hay field. Theories are needed to interpret data, and psychologists have developed such theories across hundreds of years. LIVING IN THE PAST, PRESENT, AND FUTURE: MEASURING Journal of Personality 00:00, Month 2016 VC 2016 Wiley Periodicals, Inc. Living in the Past, Present, and DOI: 10.1111/jopy.12239 Future: Measuring Temporal Orientation With Language Gregory Park,1 H. Andrew Schwartz,1,2 Maarten Sap,1 Margaret L. Kern,3 Evan Weingarten,1 Johannes C. Eichstaedt,1 Jonah Berger,1 David J. Stillwell,4 Michal Kosinski,5 Lyle H. Ungar,1 and WWBP - HOMEABOUTPEOPLEPUBLICATIONSDEMOSRESOURCESBLOG The World Well-Being Project (WWBP) is pioneering techniques for measuring psychological and medical well-being based on language insocial media
WWBP - LANGUAGE OF PERSONALITY The World Well-Being Project (WWBP) is pioneering techniques for measuring psychological and medical well-being based on language insocial media
WWBP MAP - WELL-BEING MAP The Well-Being Map is an online visualization tool that displays measurements of various characteristics for each U.S. county. The measurements are generated from two sets of data: Twitter-Based Assessment. Results from the scientific analyses of the language recently posted in public Tweets across the U.S. Census Data.WWBP-AH
The World Well-Being Project is pioneering scientific techniques for measuring psychological well-being and physical health based on the analysis of language in social media. Watch this video to learn more. To contribute to our efforts, complete this brief survey and securely link your social media data. We’ll provide a word cloud of your THE MECHANICS OF HUMAN ACHIEVEMENT Social and Personality Psychology Compass 9/7 (2015): 359 –369, 10.1111/spc3.12178 The Mechanics of Human Achievement Angela L. Duckworth*, Johannes C. Eichstaedt and Lyle H. Ungar DIFFERENTIAL LANGUAGE ANALYSIS TOOLKIT Differential Language Analysis ToolKit¶. Differential Language Analysis ToolKit. DLATK is an end to end human text analysis package, specifically suited for social media and social scientific applications. It is written in Python 3 and developed by the World Well-Being Project at the University of Pennsylvania and Stony BrookUniversity.
PRESENTATION OF SELF IN SOCIAL MEDIA Presentation of Self in Social Media. We study social media with the assumption that people reveal “who they are” when they post to Facebook, Twitter or Instagram: that men write more like men than women do, that extraverts look extraverted, depressed people depressed, and happy people happy. But do people present their “trueselves” on
CHARACTERIZING GEOGRAPHIC VARIATION IN WELL-BEING USING TWEETS Characterizing Geographic Variation in Well-Being using Tweets H. Andrew Schwartz, Johannes C. Eichstaedt, Margaret L. Kern, Lukasz Dziurzynski, Megha Agrawal PREDICTING INDIVIDUAL WELL-BEING THROUGH THE … ment (PERMA). Other “dashboard approaches” seek to capture subtle psychological notions such as “autonomy” or “self-acceptance”.22 Although greater specificity could be delineated, we chose the PERMA constructs since they capture fairly explicit and often foregrounded ends people pursue ANALYZING PERSONALITY THROUGH SOCIAL MEDIA PROFILE PICTURE REST API1, leading up to a data set of 104,500,740 tweets. TwitterSurvey An order of magnitudes smaller data set which contains 434 Twitter users whose Big Five personality scores were computed based on their completion of the Inter- WWBP - HOMEABOUTPEOPLEPUBLICATIONSDEMOSRESOURCESBLOG The World Well-Being Project (WWBP) is pioneering techniques for measuring psychological and medical well-being based on language insocial media
WWBP - LANGUAGE OF PERSONALITY The World Well-Being Project (WWBP) is pioneering techniques for measuring psychological and medical well-being based on language insocial media
WWBP MAP - WELL-BEING MAP The Well-Being Map is an online visualization tool that displays measurements of various characteristics for each U.S. county. The measurements are generated from two sets of data: Twitter-Based Assessment. Results from the scientific analyses of the language recently posted in public Tweets across the U.S. Census Data.WWBP-AH
The World Well-Being Project is pioneering scientific techniques for measuring psychological well-being and physical health based on the analysis of language in social media. Watch this video to learn more. To contribute to our efforts, complete this brief survey and securely link your social media data. We’ll provide a word cloud of your THE MECHANICS OF HUMAN ACHIEVEMENT Social and Personality Psychology Compass 9/7 (2015): 359 –369, 10.1111/spc3.12178 The Mechanics of Human Achievement Angela L. Duckworth*, Johannes C. Eichstaedt and Lyle H. Ungar DIFFERENTIAL LANGUAGE ANALYSIS TOOLKIT Differential Language Analysis ToolKit¶. Differential Language Analysis ToolKit. DLATK is an end to end human text analysis package, specifically suited for social media and social scientific applications. It is written in Python 3 and developed by the World Well-Being Project at the University of Pennsylvania and Stony BrookUniversity.
PRESENTATION OF SELF IN SOCIAL MEDIA Presentation of Self in Social Media. We study social media with the assumption that people reveal “who they are” when they post to Facebook, Twitter or Instagram: that men write more like men than women do, that extraverts look extraverted, depressed people depressed, and happy people happy. But do people present their “trueselves” on
CHARACTERIZING GEOGRAPHIC VARIATION IN WELL-BEING USING TWEETS Characterizing Geographic Variation in Well-Being using Tweets H. Andrew Schwartz, Johannes C. Eichstaedt, Margaret L. Kern, Lukasz Dziurzynski, Megha Agrawal PREDICTING INDIVIDUAL WELL-BEING THROUGH THE … ment (PERMA). Other “dashboard approaches” seek to capture subtle psychological notions such as “autonomy” or “self-acceptance”.22 Although greater specificity could be delineated, we chose the PERMA constructs since they capture fairly explicit and often foregrounded ends people pursue ANALYZING PERSONALITY THROUGH SOCIAL MEDIA PROFILE PICTURE REST API1, leading up to a data set of 104,500,740 tweets. TwitterSurvey An order of magnitudes smaller data set which contains 434 Twitter users whose Big Five personality scores were computed based on their completion of the Inter-WWBP - SERVICES
WWBP Services Offered. We have experience deploying both components of the AWARE framework for research purposes, and we can provide the following services to your research group: Cloning of the AWARE server. Hosting of the AWARE server. Monitoring of data collection. Analysis of data. Customization to the AWARE cell phone app or server.WWBP - ABOUT
The World Well-Being Project (WWBP) is pioneering scientific techniques for measuring psychological well-being and physical health based on the analysis of language in social media. As a collaboration between computer scientists, psychologists, and statisticians, we are shedding new light on the psychosocial processes that affect healthand
WWBP - DATA
The World Well-Being Project (WWBP) is pioneering techniques for measuring psychological and medical well-being based on language insocial media
WWBP - PUBLICATIONS
WWBP - Publications. advancing understanding of human flourishing using language analysis. Choose a new page ABOUT PEOPLE PUBLICATIONS DEMOS RESOURCES BLOG MAP SERVICES. Positive Psychology Center @ Univ of Pennsylvania. Human Language Analysis Lab @ Stony Brook University. Stanford Computational Psychology & Well-Being Lab. WWBP - WORDS ACROSS AGE WWBP - Words Across Age. WORDS ACROSS AGE. Ever wondered how the use of certain words changes with age? The graph below shows the standardized frequency of words or phrases as a function of the age of the individual. The data was collected from approximately 75,000 Facebook users as part of the MyPersonality project. WWBP - LANGUAGE IN PERSONALITY SPACE - TOPICS LANGUAGE IN PERSONALITY SPACE. This visualization explores the relationships between users' language, personality, age, and gender. The data comes from over 70,000 Facebook users who completed personality tests and allowed their status messagesWWBP-MOOC
The World Well-Being Project is pioneering scientific techniques for measuring psychological well-being and physical health based on the analysis of language in social media. Watch this video to learn more. To contribute to our efforts, complete this brief survey and securely link your social media data. We’ll provide a word cloud of your THE FUTURE OF TECHNOLOGY IN POSITIVE PSYCHOLOGY fpsyg-09-00962 June 14, 2018 Time: 17:48 # 3 Yaden et al. The Future of Technology in Positive Psychology reality, in terms of how each pertain to the near future of well- STUDYING THE DARK TRIAD OF PERSONALITY THROUGH TWITTER Studying the Dark Triad of Personality through Twitter Behavior Daniel Preo¸tiuc-Pietro, Jordan Carpenter, Salvatore Giorgi, Lyle Ungar Positive Psychology Center MAARTEN SAP, LAURA K. SMITH, AND LYLE H. UNGAR becomes a process of hunting for a needle in a hay field. Theories are needed to interpret data, and psychologists have developed such theories across hundreds of years. WWBP - HOMEABOUTPEOPLEPUBLICATIONSDEMOSRESOURCESBLOG The World Well-Being Project (WWBP) is pioneering techniques for measuring psychological and medical well-being based on language insocial media
WWBP - ABOUT
The World Well-Being Project (WWBP) is pioneering scientific techniques for measuring psychological well-being and physical health based on the analysis of language in social media. As a collaboration between computer scientists, psychologists, and statisticians, we are shedding new light on the psychosocial processes that affect healthand
WWBP - LANGUAGE OF PERSONALITY The World Well-Being Project (WWBP) is pioneering techniques for measuring psychological and medical well-being based on language insocial media
WWBP MAP - WELL-BEING MAP The Well-Being Map is an online visualization tool that displays measurements of various characteristics for each U.S. county. The measurements are generated from two sets of data: Twitter-Based Assessment. Results from the scientific analyses of the language recently posted in public Tweets across the U.S. Census Data. PREDICTING INDIVIDUAL WELL-BEING THROUGH THE … ment (PERMA). Other “dashboard approaches” seek to capture subtle psychological notions such as “autonomy” or “self-acceptance”.22 Although greater specificity could be delineated, we chose the PERMA constructs since they capture fairly explicit and often foregrounded ends people pursue THE MECHANICS OF HUMAN ACHIEVEMENT Social and Personality Psychology Compass 9/7 (2015): 359 –369, 10.1111/spc3.12178 The Mechanics of Human Achievement Angela L. Duckworth*, Johannes C. Eichstaedt and Lyle H. Ungar DIFFERENTIAL LANGUAGE ANALYSIS TOOLKIT Differential Language Analysis ToolKit¶. Differential Language Analysis ToolKit. DLATK is an end to end human text analysis package, specifically suited for social media and social scientific applications. It is written in Python 3 and developed by the World Well-Being Project at the University of Pennsylvania and Stony BrookUniversity.
CHARACTERIZING GEOGRAPHIC VARIATION IN WELL-BEING USING TWEETS Characterizing Geographic Variation in Well-Being using Tweets H. Andrew Schwartz, Johannes C. Eichstaedt, Margaret L. Kern, Lukasz Dziurzynski, Megha Agrawal THE FUTURE OF TECHNOLOGY IN POSITIVE PSYCHOLOGY fpsyg-09-00962 June 14, 2018 Time: 17:48 # 1 PERSPECTIVE published: 18 June 2018 doi: 10.3389/fpsyg.2018.00962 Edited by: Rosa M. Baños, Universitat de València, Spain STUDYING THE DARK TRIAD OF PERSONALITY THROUGH TWITTER Studying the Dark Triad of Personality through Twitter Behavior Daniel Preo¸tiuc-Pietro, Jordan Carpenter, Salvatore Giorgi, Lyle Ungar Positive Psychology Center WWBP - HOMEABOUTPEOPLEPUBLICATIONSDEMOSRESOURCESBLOG The World Well-Being Project (WWBP) is pioneering techniques for measuring psychological and medical well-being based on language insocial media
WWBP - ABOUT
The World Well-Being Project (WWBP) is pioneering scientific techniques for measuring psychological well-being and physical health based on the analysis of language in social media. As a collaboration between computer scientists, psychologists, and statisticians, we are shedding new light on the psychosocial processes that affect healthand
WWBP - LANGUAGE OF PERSONALITY The World Well-Being Project (WWBP) is pioneering techniques for measuring psychological and medical well-being based on language insocial media
WWBP MAP - WELL-BEING MAP The Well-Being Map is an online visualization tool that displays measurements of various characteristics for each U.S. county. The measurements are generated from two sets of data: Twitter-Based Assessment. Results from the scientific analyses of the language recently posted in public Tweets across the U.S. Census Data. PREDICTING INDIVIDUAL WELL-BEING THROUGH THE … ment (PERMA). Other “dashboard approaches” seek to capture subtle psychological notions such as “autonomy” or “self-acceptance”.22 Although greater specificity could be delineated, we chose the PERMA constructs since they capture fairly explicit and often foregrounded ends people pursue THE MECHANICS OF HUMAN ACHIEVEMENT Social and Personality Psychology Compass 9/7 (2015): 359 –369, 10.1111/spc3.12178 The Mechanics of Human Achievement Angela L. Duckworth*, Johannes C. Eichstaedt and Lyle H. Ungar DIFFERENTIAL LANGUAGE ANALYSIS TOOLKIT Differential Language Analysis ToolKit¶. Differential Language Analysis ToolKit. DLATK is an end to end human text analysis package, specifically suited for social media and social scientific applications. It is written in Python 3 and developed by the World Well-Being Project at the University of Pennsylvania and Stony BrookUniversity.
CHARACTERIZING GEOGRAPHIC VARIATION IN WELL-BEING USING TWEETS Characterizing Geographic Variation in Well-Being using Tweets H. Andrew Schwartz, Johannes C. Eichstaedt, Margaret L. Kern, Lukasz Dziurzynski, Megha Agrawal THE FUTURE OF TECHNOLOGY IN POSITIVE PSYCHOLOGY fpsyg-09-00962 June 14, 2018 Time: 17:48 # 1 PERSPECTIVE published: 18 June 2018 doi: 10.3389/fpsyg.2018.00962 Edited by: Rosa M. Baños, Universitat de València, Spain STUDYING THE DARK TRIAD OF PERSONALITY THROUGH TWITTER Studying the Dark Triad of Personality through Twitter Behavior Daniel Preo¸tiuc-Pietro, Jordan Carpenter, Salvatore Giorgi, Lyle Ungar Positive Psychology CenterWWBP - DATA
The World Well-Being Project (WWBP) is pioneering techniques for measuring psychological and medical well-being based on language insocial media
WWBP - PUBLICATIONS
WWBP - Publications. advancing understanding of human flourishing using language analysis. Choose a new page ABOUT PEOPLE PUBLICATIONS DEMOS RESOURCES BLOG MAP SERVICES. Positive Psychology Center @ Univ of Pennsylvania. Human Language Analysis Lab @ Stony Brook University. Stanford Computational Psychology & Well-Being Lab.WWBP - PEOPLE
H. Andrew Schwartz. Principal Investigator. Assistant Professor of Computer Science. Andy Schwartz, PhD, helped found WWBP in the Summer of 2011 and led the team from 2012 through 2015, as lead research scientist, while we grew to over 10 full-time researchers and received our first 30 publications. His interdisciplinary research, whichbuilds
WWBP - DEMOS
The World Well-Being Project (WWBP) is pioneering techniques for measuring psychological and medical well-being based on language insocial media
WWBP - LANGUAGE IN PERSONALITY SPACE - TOPICS LANGUAGE IN PERSONALITY SPACE. This visualization explores the relationships between users' language, personality, age, and gender. The data comes from over 70,000 Facebook users who completed personality tests and allowed their status messages WWBP - LANGUAGE OF AGE The Language of Age. What words or phrases are characteristic of different age groups? Click an age group below to view word cloud visuals of the words and phrases that most distinguishing individuals within the given age groups. The size of word indicates the strength of the correlation, while color indicates relative frequency of usage. WWBP - WORDS ACROSS AGE WWBP - Words Across Age. WORDS ACROSS AGE. Ever wondered how the use of certain words changes with age? The graph below shows the standardized frequency of words or phrases as a function of the age of the individual. The data was collected from approximately 75,000 Facebook users as part of the MyPersonality project.WWBP
Also, interestingly, "my wife" and "my girlfriend" are strongly correlated in the male results, while simply "husband" and "boyfriend" appear in the female results. Female. Females used more emotion words (e.g., "excited"), first-person singulars, and they mention more psychological and social processes (e.g., "love you" and the heartemoticon
PRESENTATION OF SELF IN SOCIAL MEDIA Presentation of Self in Social Media. We study social media with the assumption that people reveal “who they are” when they post to Facebook, Twitter or Instagram: that men write more like men than women do, that extraverts look extraverted, depressed people depressed, and happy people happy. But do people present their “trueselves” on
STUDYING THE DARK TRIAD OF PERSONALITY THROUGH TWITTER Studying the Dark Triad of Personality through Twitter Behavior Daniel Preo¸tiuc-Pietro, Jordan Carpenter, Salvatore Giorgi, Lyle Ungar Positive Psychology Center ... advancing understanding of human flourishing using languageanalysis
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INTRODUCING LEXHUB
An online community space dedicated to helping a range of audiences understand, execute, and share large-scale language analyses forsocial science.
WELCOME TO THE
WORLD WELL-BEING
PROJECT
Pioneering techniques for measuring psychological well-being and physical health based on language in social media THE WELL-BEING MAP IS HERE! Click here to explore our interactive map that displays measurements for different traits across the country based on the analysis ofpublic Tweets.
DLATK (Differential Language Analysis ToolKit) The codebase behind most of our research: an end-to-end text analysis package specifically suited for social media and social scientificresearch.
LET US GUESS YOUR AGE AND GENDER Click here to try our Age and Gender Predictor where we guess your age and gender simply from analyzing your Facebook status language. WINNER OF THE 2015 "SCIENTIST OF THE YEAR" PHILLY GEEK AWARD Thanks, Geekadelphia and the Academy of Natural Sciences! (photo by Bastiaan Slabbers/for NewsWorks) THE LANGUAGE OF PERSONALITY What words or phrases are characteristic of different personality types? Click here to learn how the words you use can relate to aspects of your personality.INTRODUCING LEXHUB
An online community space dedicated to helping a range of audiences understand, execute, and share large-scale language analyses forsocial science.
WELCOME TO THE
WORLD WELL-BEING
PROJECT
Pioneering techniques for measuring psychological well-being and physical health based on language in social mediaNext
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Penn Positive Psychology Center, Philadelphia, PA 19104 Stony Brook Human Language Analysis Lab, Stony Brook, NY 11794 Penn Positive Psychology Center, Philadelphia, PA 19104 Stony Brook Human Language Analysis Lab, Stony Brook, NY 11794ABOUT | PEOPLE
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