barclays (vxx) vxx is an exchange-traded note operated by barclays, a financial services company based in the united kingdom that has continually tried to improve the diversity of its workplace.
colgate-palmolive (cl) colgate-palmolive is a company that has no end in sight. its workplace policies encourage diversity, and it has been named one of the 100 best companies for working mothers.
macy's (m) macy's inc., parent company of one of the most famous department stores in the nation, often tries to strive for ethical practices, promoting its ethical brands.

recommendations:

these recommendations were three of the stocks with the best predicted outcomes from our model. our model is based on monthly trends in the stock market and in companies' performance.

d a t a

we used machine learning algorithms on the most recent real-time stock data, testing models ranging from complex recurrent neural networks and SVRs to basic linear regression. ultimately, we optimized exponential moving averages to use multiple-length windows concurrently, drawing insights on whether the stock will perform better or worse in the next time step based on their crossover ratio.

why ethinvest?

ethical companies are more likely to do well, both literally and figuratively. by investing in companies that are good to the environment, their workers, and the world around them, you are giving back.