Twenty-six days at sea; more than 49,000 square kilometers (18,919 square miles) of seafloor mapped; 5,579 linear nautical miles (6,420 linear miles) traversed… and 13,580 linked double crochet stitches stitched. By Jesse Gwinn, Internship Program Coordinator, NOAA Ocean Exploration
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16personalities.com, a Big 5 test platform that uses MBTI terminology, has shared their collected data. For reference as a U.S. citizen, significant results from the United States of America are featured. Up to date as of 12/3/17.
(I will also offer my own interpretations and commentary, which are distinguished by italicized font and strikethrough.)
The Most Prevalent Personality Traits in the USA:
Introverted // Sensing // Feeling // Judging
Compared to the global population, the USA is composed of more:
The Assertive/Turbulent trait has been disregarded since it does not identify Cognitive Functions. However, it may have correlations to ego-based theories.
Feelers are more likely to be women due to biologic and environmental factors. Feelers may be underrepresented in countries in which women’s language and technology literacy or Internet use and education are restricted. This may affect how comparable the data is between countries.
Note: these traits are based on the descriptions of Myers-Briggs, rather than the theory currently more prevalent among Jungian experts (& Tumblr) of Cognitive Functions. They are problematic for use beyond superficial interpretation.
Keep reading to view temperament and type data.
Personality Temperaments in the USA:
Most Prevalent: Guardians (SJs) // Least Prevalent: Rationals (NTs)
Compared to the global population, the US is composed of more Guardians and Idealists, and less Artisans and Rationals.
Guardian prevalence is dense in the central country.
Perhaps the security that the seclusion of the mainland from foreign influence provides attracts or develops Guardians, as many value stability and familiarity.
Idealist prevalence increases in density as proximity to the coast increases.
Perhaps Idealists are drawn to the cosmopolitan culture of coastal urban centers, as many value social progress and diversity.
NFs may be overrepresented. Many have introspective qualities and identity concerns that may entice significantly more of the Idealist population to take a personality test than other temperaments.
Artisan prevalence is dense in the northwest.
Perhaps Artisans are enticed by the untouched wilderness of the Northwest, as many are drawn to the sensory qualities of nature.
Rational prevalence is dense in the southwest.
Perhaps Rationals are drawn to the initiatives and occupations in Silicon Valley, as many value scientific research and technological innovation.
NTs may be underrepresented. Many have skeptical qualities and practical concerns that may make them wary of the legitimacy or utility of personality tests, thus deterring their participation significantly compared to other types.
Personality Types in the USA:
Most Prevalent: ESFJ (14.09%) // Least Prevalent: ENTJ (1.8%)
ESFJ
The majority of the population is not on Tumblr... nor are ESFJs. Coincidence or correlation...? Lol
ENTJ
Many ENTJs avoid personal introspection as they struggle to apprehend personal feelings and ethics, and many are utilitarian to a fault due to the high value they place on efficiency and logic, thus many may avoid personality tests that require self-reflection or that they perceive as unsubstantiated or fallible. This may result in underrepresentation.
Introverted Sensing in Ego appears to be a common feature of prevalent types.
Keep in mind that there are inherent biases at play in the data. While 16personalities.com has adjusted their data “to account for online bias” (certain personality types are more likely to use the internet than others,) it is not (and in some cases, cannot be) adjusted for biases such as: which types are likely to take interest in taking a personality test, are likely to retake the test multiple times, are likely to misrepresent themselves or others (both purposefully and due to inaccurate perception or misinterpretation,) are drawn to environments (such as certain jobs, education programs, or consulting situations) that are likely to request test participation, are drawn to other online MBTI test platforms, are likely to live in areas without accessible Internet connection, etc.
Click here to view data for other countries and personality types.
Scaling Data Discovery through the Privacy Management Platform Market
The Privacy Management Platform Market is fundamentally changing how IT and data teams manage their massive, sprawling data estates. One of the greatest challenges for modern enterprises is simply knowing where sensitive information lives, who has access to it, and how it is being processed across disparate cloud and legacy systems. Advanced discovery and mapping tools within these platforms automatically scan and classify data, providing the visibility necessary to enforce privacy policies effectively. Without this automated layer of oversight, businesses remain blind to potential risks and are constantly susceptible to data leaks or non-compliance incidents. By deploying these solutions, organizations can finally gain control over their data lifecycle, ensuring that data is protected from the moment it is collected to the moment it is purged.
The Privacy Management Platform market was valued at USD 3,388 million in 2023 and is estimated to reach a value of USD 19,247 million by 2030 with a CAGR of 28.8% during the forecast period 2025-2030. The rapid evolution of the Privacy Management Platform industry is largely defined by this urgent need for better data visibility. Organizations conducting a Privacy Management Platform Market study are finding that automated discovery is the most significant Privacy Management Platform Market driver for their infrastructure investments. In the Global Privacy Management Platform Market, the competition among vendors to provide faster, more accurate scanning is intense. Current Privacy Management Platform industry trends show a clear movement toward AI-driven data classification to reduce manual labor. An in-depth Privacy Management Platform Market analysis confirms that companies successfully managing these data-heavy environments are capturing a larger Privacy Management Platform Market share. Although Privacy Management Platform Market restraints like resource limitations for SMEs still exist, the Privacy Management Platform Market forecast is optimistic for those who embrace cloud-native compliance tools. By reviewing Privacy Management Platform Market insights, leaders can allocate their budgets toward the most high-impact Privacy Management Platform Market opportunity areas, such as automated risk remediation. As the Privacy Management Platform Market volume continues to rise, the ability to maintain a clean, well-governed data environment will define the success of digital-first enterprises. The long-term Privacy Management Platform Market outlook remains bright, provided that organizations continue to prioritize the technical integration and automated enforcement of their privacy policies.
⚠️ This blog post was created with the help of AI tools. Yes, I used a bit of magic from language models to organize my thoughts and automate the boring parts, but the geeky fun and the 🤖 in C# are 100% mine.
Hi!
So, I’ve been away from any scenario that involves and needs data mapping, until I get to OpenClawNet. So I got to the point that I need to map my entities to DTOs?
I read this a lot…
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Anya is LIVE right now
FREE
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How to Spot and Fix Data Mapping Errors During Migration
Data migration is like moving to a new house—if you mislabel your boxes, chaos ensues. Similarly, data mapping errors during migration can lead to misplaced information, broken workflows, and costly delays, particularly if mistakes are noticed late in the program.
Ensuring data integrity requires a proactive approach to identifying and resolving these errors. Let’s explore how to tackle this…