Visualizing the Data by Paradigm
With no central regulatory or governing body, unique symbol identifiers are often conflicting even for larger more liquid assets. This can cause tremendous volatility in liquidity profiles depending on which data source, provider or service you use. Statistically the prevailing twitter influencer of the day can sway the market's focus towards specific providers which may or may not be driven by economic incentives. *Note: provider statistics reflect sampling of adjusted data for unique identifiers based on actual data provided via public API access, not by advertised or inflated marketing numbers.