We investigate the algebraic genericity of various families of continuous functions exhibiting extreme irregularity, focusing on fractal dimensions, Hölder regularity, and fractional differentiability. Our first main result shows that for every , the set of continuous functions on whose graph has Hausdorff and box dimensions equal to s is strongly -algebrable, thereby tackling an open question by Bonilla et al., and complementing recent findings by Liu et. al and Carmona et al. We then extend the analysis to Hölder spaces: although the pointwise Hölder exponent of a generic function in is constant, we prove that the collection of functions realizing this behavior is -lineable but cannot form an algebra. Nevertheless, we construct strongly -algebrable families of functions that exhibit Hölder exponent outside a set of Hausdorff dimension zero. Finally, as a consequence of the relation between strongly monoHölder functions and fractional differentiability, we analyze the strong -algebrability of nowhere (Riemann-Liouville) fractional differentiable functions.

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