difference between deseasionlize and seasonalize data?

Answer 1

Some activities have seasonal patterns. For example, many retail activities have a spike during the Christmas season. The raw data will show growth from summer to winter because of this, but it may be misleading. Seasonalizing the data means normalizing it against the typical seasonal trends, so you can see if the Christmas spike is greater or less than normal.