Data analysis of music preferences of web users based on social and demographic factors

Identifying Factors to Develop and Validate Social Vulnerability to Floods in Malaysia: A Systematic Review Study

“…The primary reason for this is that income is intricately connected with other forms of capital that could potentially act as alternative indicators for social vulnerability to floods. To assess social vulnerability to floods, various indicators can be used, such as access to education, affluence, occupational category, overcrowding in residences, home or car ownership, and unemployment [19]. Education is an important factor in the correlation between income and other forms of capital.…”

“…Moreover, individuals with a higher level of education are less likely to be vulnerable to any form of hazard. According to [19], someone who has sufficient education and knowledge about a certain issue will have a more thorough understanding of the nature of a hazard and its potential effects on them.…”

“…The term "flood" refers to the "transient inundation of land that is conventionally non-submerged" [14]. Though alterations in precipitation within a drainage basin are the predominant catalyst for river flooding [9,[17][18][19], other factors, such as swift snow thaw in mountainous regions [20,21] and dam malfunctions, may also contribute to this phenomenon [22,23]. Storm surges [24] and tsunamis [24] are two coastal phenomena that may lead to inundation.…”