2021 US Savings
Financial Strength Rankings using Artificial Intelligence.
LESAKA TECHNOLOGIES INC climbed 93 positions from 96 to 3 due to its excellent Deposits. Kentucky First Federal Bancorp lost 59 positions from 18 to 77 due to its bad Deposits. UWM Holdings Corp entered the 2021 ranking at rank 1, making it the best newcomer. The biggest company by assets, FEDERAL NATIONAL MORTGAGE ASSOCIATION FANNIE MAE, is only ranked at place 88 whereas the smallest company, Shepherd's Finance LLC, is financially stronger at rank 87.
| 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.