The query returns basic statistics of the number of columns in a database (schema).
Query
select database_name,
    columns,
    tables,
    cast((1.0*columns/tables) as decimal(10,2)) as average_column_count
from (
    select cols.table_schema as database_name,
        count(*) as 'columns',
        count(distinct cols.table_name) as 'tables'
    from information_schema.columns as cols
    inner join information_schema.tables as tabs
        on tabs.table_schema = cols.table_schema
        and tabs.table_name = cols.table_name
        and table_type = 'BASE TABLE'
        and tabs.table_schema not in ('mysql', 'sys', 'information_schema',
                             'performance_schema')
    group by database_name
) as q
order by columns desc;
Columns
- columns - total number of columns in a database (schema)
- tables - number of tables in a database (schema)
- average_column_count - average number of columns per table in a database (schema)
Rows
- One row: represents a database (schema)
- Scope of rows: all databases (schemas)
- Ordered by: number of columns in descending order
Sample results

 
                                                                     
                                                                     
                                                                     
                                                                     
                                                                     
                                                                     
                                                                     
                                                                     
                                                                     
                                                                     
                                                                     
                                                                     
                                                                     
                                                                     
                                                                     
                                                                     
                                                                     
                                                                 
                                                             
                                                             
                                                             
                                                             
                                                                 
                                                             
                                                             
                                                                 
                                                             
                                                             
                                                             
                                                             Rene Castro
                                                                        Rene Castro
                                 MariaDB
                                                                MariaDB
                                 SQL Server
                                                                                                SQL Server
                                             Azure SQL Database
                                                                                                Azure SQL Database
                                             Oracle database
                                                                                                Oracle database
                                             Snowflake
                                                                                                Snowflake
                                             Amazon Redshift
                                                                                                Amazon Redshift
                                             IBM Db2
                                                                                                IBM Db2
                                             Teradata
                                                                                                Teradata
                                             Vertica
                                                                                                Vertica
                                             PostgreSQL
                                                                                                PostgreSQL
                                             MySQL
                                                                                                MySQL