The present work examines the effect of Reynolds number (Re) on n-butane jet flames, ranging from laminar to turbulent regime (Re=2100 to 21,500). n-butane is chosen since it can represent the oxidation of larger paraffins contained in practical fuels. Several quantities are measured, and various data analysis approaches are employed. Soot volume fraction (fv) was measured using a laser-induced incandescence technique, whereas polycyclic aromatic hydrocarbons (PAH) and reaction zone (OH) were imaged using laser-induced fluorescence (LIF) tool. The mean and instantaneous images of OH, PAH, and soot volume fraction are examined. The reaction zone is the least affected by the turbulence, while the PAH-LIF signal is moderately affected. A strong effect of turbulence is observed on the soot concentration and intermittency. Soot and PAH concentration decreased with Re due to reduced residence time, increased strain rate, and likely increase in a scalar dissipation rate. In the turbulent regime, fv decreases with PAH at a sharper rate, possibly due to reduced local time scales associated with turbulent eddies. Soot structure complexity is quantified through a fractal dimension (Df). Df increased with Re; however, in a turbulent regime Df becomes insensitive to Re . A semi-global correlation between fv and sheet thickness is also analyzed. A power-law trend is noted in the fv vs. thickness plot. Coefficients of power-fit are found to be Re -dependent. Additionally, the local correlation between fv and sheet thickness is examined, which revealed a non-monotonic trend. fv peaks at a preferred soot sheet thickness. These analysis-derived insights can contribute towards the understanding of soot-turbulence interaction. Furthermore, the reported database will facilitate the validation of soot chemistry models intended for practical fuels.