map.wwbp.orgWWBP Map - Well-being Map

The Live Well-Being Map shows different measures of well-being by US counties. These data are based on analysis of tweets and on surveys and studies led by other organizations.Feedback Close Submit Feedback Email: (Optional. Please provide your email address if you would like a response from our team) Feedback:Blah blah blah Unemployment by month Unemployment by month Unemployment by month × Welcome to the Well-Being Map! The Map displays well-being measurements for each U.S. county based on an analysis of public Tweets. Select an option below to begin: Explore County Profiles U.S. Top 10 State Top 10 Learn More ORLearn moreThe Map can be used in two ways: VIEW ONE: Choose one characteristic and view its measurements for each county. COMPARE TWO: Choose two characteristics and compare their measurements for each county.× Where do I begin? Click "Explore" to select the characteristic you would like to see measured across regions. × Welcome to the Well-Being Map! The Well-Being Map displays measurements of various characteristics for each U.S. county based on census data and an analysis of publicly-shared Tweets. Click "Explore" at the top left corner of the Map and select one or two traits from the dropdown menu to view on the Map. Click "U.S. Top 10" or "State Top 10" at the top right corner of the Map to view the highest- and lowest-scoring counties in the nation or within each state for each of the given well-being traits. Click "County Profiles" to enter a county name and view a ranked list of all reported traits for that county. Color Scale: Counties highlighted in a darker color have higher scores of the selected characteristic.County Details: Hover over or click a county to see its: County Name Relative degree of the measurement Value: # County Rank: # Z score: # Percentile: # Fresno, CA Medium Household Income: $45,563 County Rank: #1385 Z score: -0.03 Percentile: 44 THE WELL-BEING MAP info_outline ExploreExplore time 1 time 2 AboutState Top 10U.S. Top 10County ProfilesChoose a characteristic to view on the map or two characteristics to compare. GO RESETTwitter-Based AssessmentTwitter-Based Assessment i Click a characteristic below to see a visualization of its measurements across regions according to analyses of the language shared in public Tweets within those regions. Well-Being: PERMA i An acronym for five elements of well-being (Positive emotion, Engagement, Relationships, Meaning and Accomplishment) according to Dr. Martin E. P. Seligman. (See paper) Depression i The degree people experienced a state of low mood or a loss of interest or pleasure in daily activities based on Twitter data from 2010 to 2014. Trust i The degree people believe that others are mostly good, honest, and trustworthy in general based on Twitter data from 2010 to 2014. Personality Agreeableness i The degree one is skilled or concerned with social harmony, compassion, and cooperation, based on Twitter data from 2010 to 2014. Conscientiousness i The degree one is disciplined and organized rather than impulsive or spontaneous, based on Twitter data from 2010 to 2014. Extraversion i The degree one feels energized by interactions and sociability, based on Twitter data from 2010 to 2014. Neuroticism i The degree one experiences emotional instability or negative emotions, based on Twitter data from 2010 to 2014. Openness i The degree one is intellectually and emotionally curious and open to new things, based on Twitter data from 2010 to 2014. Census Data i Click a characteristic below to see a visualization of its measurements across regions gathered by professional organizations and institutes. Health Diabetes Diagnosis i The rate of people (per 100,000) who reported being diagnosed with diabetes in 2012 (adjusted for age and not including women with gestational diabetes) (CDC). Heart Disease Mortality i The average number of heart-disease-related deaths per year, per 100,000 people. (CDC) Socioeconomic Unemployment i The percentage of people aged 16 years or older who did not have a job from June to July 2015 who were available for work and actively looking for work for the past 4 weeks (Bureau of Labor Statistics). Household Income i The estimated median household income from 2013 - 2014, in 2013-inflation-adjusted dollars (U.S. Census Bureau). Education i The percentage of the population with a least a high school degree in 2014 (U.S. Census Bureau). Advanced Features Interpolation Show interpolated data i Interpolation is a process of filling in or estimating missing county data based on surrounding county measurements. Checking this option will show our predicted scores for counties with missing data. Unchecking this option will reveal the counties with missing data (i.e., the counties that do not have enough public tweets available for analysis). Advanced 1 Advanced 2About the 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 County-level data gathered by professional organizations and institutes. About the Live Well-Being Map The Well-Being Map is an online visualization tool that displays measurements of various characteristics across geographic regions. The measurements are generated from two sets of data: Twitter-Based Assessment results from the scientific analyses of the language recently posted in Tweets across geographic regions, and Census Data : regional data gathered by professional organizations and institutes.How can this Map be used? By clicking "Explore" in the navigation bar at the top left corner of the Map, a user can select a well-being characteristic from the drop-down menu and click GO to view measurements for that characteristic across U.S. counties. For example, if the user selects "Extraversion", the Map will indicate how much people within each U.S. county are measured to feel energized by interactions and sociability. The specific score gathered for a particular county is displayed in a text box that appears when the mouse hovers over that county. (To navigate to different regions within the Map, use the search bar or the +/- zoom functions at the top left corner of the Map and click and drag portions of the Map to move left, right, up, or down.) The color key at the top right corner of the Map can be referenced to determine which counties are measured to be experiencing high or low levels of the selected characteristic. How was the Map built? Twitter-Based Assessment For characteristics measured with language-based assessment, the Map gathers public Tweets posted within each U.S. county and analyzes the language within each Tweet, measuring how much the Twitter language reflects the selected characteristic (e.g., how much the Tweet reflects Well-Being) based on statistical models. It then aggregates those results for all public Tweets posted within each county and displays the aggregate score for the county on the Map using a color coding system. Census Data The Map also features county-level demographic data (e.g., unemployment rates) measured by professional organizations and institutes such as the U.S. Census Bureau and the Centers for Disease Control and Prevention (CDC). How do we hope the Map will be used? The Well-Being Map aims to support the production and application of valuable insights about the drivers and deterrents of well-being to help individuals, organizations, and governments choose actions and policies that improve individual and community flourishing. How can well-being be improved? For resources and information, please visit https://www.authentichappiness.sas.upenn.edu/ . Contact us! Using the Map in a cool way? Have a question...