Complex sentence: By the beginning of the 20th century, greater cooperation began to grow between the state and federal governments and the federal government began to accumulate more power.
Split into simpler sentences: By the beginning of the 20th century, greater cooperation began to grow between the state and federal governments. Soon, the federal government began to accumulate more power.