A study on physical and mechanical properties of copper core yarn, stainless core yarn, glass core yarn, and copper ply yarn woven fabric composite materials through ANOVA has been reported. Copper, stainless steel, and glass filaments are selected as the core, and cotton is selected as the sheath. The various combinations of copper, stainless, and glass core yarns are produced by DREF II Friction spinning machine, and core yarns are converted into woven fabric composite materials by loom. The physical and mechanical properties of copper core yarn, stainless core yarn, glass core yarn, and copper ply yarn woven fabric composite materials have been measured using various instruments. It is observed that there is strong and significant difference between the tensile strength of warp direction and weft direction of core yarn woven fabric composite materials. The flexural rigidity and bending modulus of core yarn fabric increases with an increase in core content of copper, stainless steel, and glass filament.