2020 US Food

Financial Strength Rankings using Artificial Intelligence

Top rated9 of 37
Best rating269 %
Worst rating-439 %
New companies5
Negative Economic Capital Ratio6 of 37

Chase General Corp climbed 13 positions from 30 to 17 due to its excellent Revenues.Planet Green Holdings Corp lost 13 positions from 1 to 14 due to its bad Revenues.Tattooed Chef Inc entered the 2020 ranking at rank 2, making it the best newcomer.

Revenues144 B
Assets205 B
Expenses132 B
Stockholders Equity96.1 B
Unprofitable Companies15 of 37
RankCompanySealRating ValueTrend
1Lancaster Colony Corp269.43%1.0
2Tattooed Chef Inc255.97%0.0
3J J Snack Foods Corp248.75%0.0
4Sanderson Farms INC224.23%2.0
5Ingredion Inc221.82%4.0
6Tyson Foods INC215.71%-1.0
7Medifast INC214.88%-3.0
8Flowers Foods INC213.22%-1.0
9Tootsie Roll Industries INC195.41%2.0
10Beyond Meat INC191.00%0.0
11Tofutti Brands INC172.53%-1.0
12Lifeway Foods Inc169.02%3.0
13Sanfilippo John B SON INC161.89%0.0
14Planet Green Holdings Corp153.38%-13.0
15Thanksgiving Coffee Co INC143.48%2.0
16Coffee Holding Co INC137.36%0.0
17Chase General Corp129.33%13.0
18Bridgford Foods Corp108.41%-4.0
19Freshpet Inc102.98%-7.0
20Hostess Brands Inc99.32%0.0
21Lifecore Biomedical INC De95.59%-5.0
22Hain Celestial Group INC89.88%-4.0
23Mondelez International Inc89.84%-1.0
24Mccormick Co INC69.71%2.0
25Hershey Co66.16%2.0
26Conagra Brands INC62.60%-3.0
27Ricebran Technologies56.92%-3.0
28General Mills INC54.50%1.0
29Post Holdings Inc40.01%2.0
30Dean Foods Co30.96%-9.0
31Farmer Brothers Co16.95%-6.0
32Blue Star Foods Corp-17.46%1.0
33Netbrands Corp-106.19%1.0
34TEO Foods INC-113.07%1.0
35Barfresh Food Group INC-192.75%1.0
36Nightfood Holdings Inc-326.52%3.0
37Greenway Technologies INC-439.43%0.0
RankCompanySealRating ValueTrend

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.


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