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Financial Strength Rankings using Artificial Intelligence.
TRUPANION INC. climbed 35 positions from 45 to 10 due to its excellent Policyholder Benefits and Claims. SiriusPoint Ltd lost 58 positions from 13 to 71 due to its bad Net Income. Cigna Group entered the 2019 ranking at rank 28, making it the best newcomer.
Rank | Company | Seal | Rating Value | Trend |
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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).
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.
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.