2019 US Brokers
Financial Strength Rankings using Artificial Intelligence.
United States Natural Gas Fund Lp climbed 49 positions from 52 to 3 due to its excellent Net Income. Invesco Db Base Metals Fund lost 44 positions from 1 to 45 due to its bad Net Income. Siebert Financial Corp entered the 2019 ranking at rank 1, making it the best newcomer. The biggest company by assets, Schwab Charles Corp, is only ranked at place 65 whereas the smallest company, Capital Financial Holdings Inc, is financially stronger at rank 54.
| Rank | Company | Seal | Rating Value | Trend |
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Feature Distribution Plot
The Feature Distribution shows the main industry variables and the distribution of their impact on financial strength. The more important a variable, the broader the distribution. As the effects are calculated relative to the industry average, half of the companies have a positive effect (green) and half have a negative effect (red).
Regression Plot
The Regression Plot compares the forecasted company valuation with the observed stock market values. A positive correlation suggests that the model effectively explains market prices.
Feature Importance
The Feature Importance Graph highlights the most important industry features for the industry. These variables have the greatest impact on financial health, shown as the last variable at the bottom of the causal graph.
