Sentiment has been negative YTD, correctly forecasting negative price trend in United Parcel Service

Using only United Parcel Service tweets.

Feb 1: UPS said a surge in volume helped grow sales over the busy holiday delivery season, but higher costs cut into its bottom line as the company resorted to costly methods to resolve service delays. UPS shares slid after it gave a 2018 earnings forecast that fell short of analyst estimates and said it would spend at least $6.5 billion this year improving its delivery network.

Feb 9: Amazon is gearing up to launch a delivery service for businesses, the Wall Street Journal reported Feb 9. Shares of FedEx and UPS were sharply lower in pre-market trade.

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