Basic visuals represent data: column or bar chart to compare, line chart for change over time, pie chart for shares of a whole (with few categories), table and matrix for detail, card (KPI) for a key figure. The visual is chosen according to the question asked.
Example
Line chart of revenue by month; bar chart of revenue by region.