Jesus was crucified around the Passover which helps gives meaning to his death as the Lamb of God who takes away the sins of the world.
The Holy Spirit came on a holiday they had celebrated for 1,500 years, Pentecost. Pentecost helps give meaning to the start of the church and the Spirit coming down!