Let’s start with what are parameters in Redash. Parameters are useful for providing user interactivity for analytics, where they can pass interactive queries. Usually, we do most of the analytics based on certain predefined values while parameters allow users to run queries they want to generate insights on months, time ranges or values they want. Redash supports queries with parameters in both SQL, MongoDB and even more as Redash supports 30+ Databases. To use parameters just use double braces operator and checkout the guide for more details.

The best way to write Redash queries with parameters is first to create a simple hardcoded query with value and generalise the query with the input you want to have.

select * from text where color = 'Red' (a specific query first)
select * from text where color == "search_term" (then generalise with parameters)

There are about ten types of query parameters ranging from Text, Number to be pass as input, to options like query dropdown list, dates and date range as parameters.

Filters are for limiting the results queries and display just the subset of rows having a particular value. Suppose you have a data source like:

Product Brand Quantity
ArrowRoot Britannica 5
Burst Britannica 10
Dark Fantasy Sunflower 5

If you want to filter query using a brand with : operator. For brand Britannica, there are two rows associated, while for sunflower there is just 1 row to be shown.

As a side note, Datasette recently implemented this parameter feature. Datasette is something I wish to explore for a long time now.