What is the ruling on personality analysis using the "Personality Compass" prevalent among women, and what are the implications of believing in it while ignorant of the ruling?

The prophetic Hadith upon which the doctor relied is weak due to an issue in its chain of transmission. And assuming its authenticity, the Hadith only categorized people by two dispositions: anger and gentleness, and did not classify them on any other basis. Furthermore, transforming the prophetic categorization into regional discrimination is not permissible to attribute to the Prophet, peace and blessings be upon him. Research in psychology and sociology and the study of human patterns are permissible, but one must be careful not to lend religious legitimacy to everything, and to be lenient in interpreting Hadiths to conform to jurisprudential ideas, and to fall into the forbidden acts of showing off and self-praise to attract the public. Rather, it is advisable to merely refer to the Hadith and invite the audience to reflect upon it without definitively asserting its connection to personality classification.