Although it was raining heavily, they decided to go for a walk in the park.
Although it was raining heavily, they still decided to go for a walk in the park.
To form a sentence with "although," you can use it as a conjunction to express contrast or introduce a contrasting idea, such as: "Although it was raining, we still went for a walk."