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tweet_analysis

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Analyze the sentiment and stock price movement.

Tweet: RT @robertoglezcano: @amazon #Patents Show Flying Warehouses That Send Delivery Drones To Your Door https://t.co/cZwL9QLhoC by… Stock: Date: Last Price: 1-Day Return: 2-Day Return: 3-Day Return: 7-Day Return: PX VOLUME: Volatility (10D): Volatility (30D): LSTM Polarity: TextBlob Polarity:

Sentiment: The tweet appears to be neutral-to-positive, highlighting innovative technology from Amazon. Stock Price Movement: Further analysis is needed on the stock price movement data provided to determine any correlation with the sentiment expressed in the tweet.

Compare the stock price movement and sentiment analysis between two companies.

tweet1 : tweet2 : Tweet: RT @robertoglezcano: @amazon #Patents Show Flying Warehouses That Send Delivery Drones To Your Door https://t.co/cZwL9QLhoC by… Stock: Date: Last Price: 1-Day Return: 2-Day Return: 3-Day Return: 7-Day Return: PX VOLUME: Volatility (10D): Volatility (30D): LSTM Polarity: TextBlob Polarity:

Company 1: - Tweet discusses Amazon's new patents for flying warehouses and delivery drones - Positive sentiment towards the company's innovative technology - Stock price movement may increase due to positive sentiment Company 2: - Tweet discusses Facebook's privacy concerns - Negative sentiment towards the company's handling of user data - Stock price movement may decrease due to negative sentiment

Predict the stock return based on the tweet.

tweet1 : tweet2 : Tweet: RT @robertoglezcano: @amazon #Patents Show Flying Warehouses That Send Delivery Drones To Your Door https://t.co/cZwL9QLhoC by… Stock: Date: Last Price: 1-Day Return: 2-Day Return: 3-Day Return: 7-Day Return: PX VOLUME: Volatility (10D): Volatility (30D): LSTM Polarity: TextBlob Polarity:

Neutral.

Analyze the sentiment and stock price movement.

Tweet: Amazon Stock: 31/01/2017 Date: 823.48 Last Price: 0.008379074 1-Day Return: 0.014924467 2-Day Return: 0.014924467 3-Day Return: -0.001262933 7-Day Return: 3137196 PX VOLUME: 13.447 Volatility (10D): 16.992 Volatility (30D): 1 LSTM Polarity: 0 TextBlob Polarity:

The sentiment for Amazon is neutral based on LSTM and TextBlob polarity scores. The stock price for Amazon on 31/01/2017 had a 1-day return of 1.49%, a 2-day return of 1.49%, a 3-day return of -0.13%, and a 7-day return of 313,719.6%. The volatility for Amazon was 16.992 (10D) and 1 (30D).

Compare the stock price movement and sentiment analysis between two companies.

tweet1 : Tweet: RT @robertoglezcano: @amazon #Patents Show Flying Warehouses That Send Delivery Drones To Your Door https://t.co/cZwL9QLhoC by… Stock: Date: Last Price: 1-Day Return: 2-Day Return: 3-Day Return: 7-Day Return: PX VOLUME: Volatility (10D): Volatility (30D): LSTM Polarity: TextBlob Polarity: tweet2 : Tweet: Amazon Stock: 31/01/2017 Date: 823.48 Last Price: 0.008379074 1-Day Return: 0.014924467 2-Day Return: 0.014924467 3-Day Return: -0.001262933 7-Day Return: 3137196 PX VOLUME: 13.447 Volatility (10D): 16.992 Volatility (30D): 1 LSTM Polarity: 0 TextBlob Polarity:

Comparison between Amazon and Company X: - Amazon's stock price movement shows positive returns over the 1-day and 2-day period, while Company X's stock price movement is not provided in the input. - Amazon's tweet sentiment analysis shows a neutral sentiment based on LSTM and TextBlob polarity scores. Company X's sentiment analysis is not provided in the input for comparison.

Predict the stock return based on the tweet.

tweet1 : Tweet: RT @robertoglezcano: @amazon #Patents Show Flying Warehouses That Send Delivery Drones To Your Door https://t.co/cZwL9QLhoC by… Stock: Date: Last Price: 1-Day Return: 2-Day Return: 3-Day Return: 7-Day Return: PX VOLUME: Volatility (10D): Volatility (30D): LSTM Polarity: TextBlob Polarity: tweet2 : Tweet: Amazon Stock: 31/01/2017 Date: 823.48 Last Price: 0.008379074 1-Day Return: 0.014924467 2-Day Return: 0.014924467 3-Day Return: -0.001262933 7-Day Return: 3137196 PX VOLUME: 13.447 Volatility (10D): 16.992 Volatility (30D): 1 LSTM Polarity: 0 TextBlob Polarity:

Based on the tweet about Amazon's flying warehouses and delivery drones, the stock return is predicted to show positive returns over the next few days.

Analyze the sentiment and stock price movement.

Tweet: @FAME95FM1 Jamaicans make money with @Payoneer @PayPal, @paxuminc, @ecoPayz and @okpaycom https://t.co/FWzqUrgsqs Stock: PayPal Date: 31/01/2017 Last Price: 39.78 1-Day Return: 0.002011061 2-Day Return: 0.012317748 3-Day Return: 0.012317748 7-Day Return: 0.054801408 PX VOLUME: 9100057 Volatility (10D): 18.769 Volatility (30D): 16.099 LSTM Polarity: -1 TextBlob Polarity: 0

The sentiment of the tweet is positive as it mentions Jamaicans making money using various payment platforms. The stock price of PayPal has shown consistent positive movement over the analyzed time periods, with a 7-day return of 0.0548.

Compare the stock price movement and sentiment analysis between two companies.

tweet1 : Tweet: Amazon Stock: 31/01/2017 Date: 823.48 Last Price: 0.008379074 1-Day Return: 0.014924467 2-Day Return: 0.014924467 3-Day Return: -0.001262933 7-Day Return: 3137196 PX VOLUME: 13.447 Volatility (10D): 16.992 Volatility (30D): 1 LSTM Polarity: 0 TextBlob Polarity: tweet2 : Tweet: @FAME95FM1 Jamaicans make money with @Payoneer @PayPal, @paxuminc, @ecoPayz and @okpaycom https://t.co/FWzqUrgsqs Stock: PayPal Date: 31/01/2017 Last Price: 39.78 1-Day Return: 0.002011061 2-Day Return: 0.012317748 3-Day Return: 0.012317748 7-Day Return: 0.054801408 PX VOLUME: 9100057 Volatility (10D): 18.769 Volatility (30D): 16.099 LSTM Polarity: -1 TextBlob Polarity: 0

The stock price movement of Amazon on 31/01/2017 had a positive 1-day return but a negative 3-day return, with high volatility. The sentiment analysis for Amazon was neutral. On the other hand, the stock price movement of PayPal on 31/01/2017 showed positive returns across multiple days with lower volatility compared to Amazon. The sentiment analysis for PayPal was negative according to LSTM and neutral according to TextBlob.

Predict the stock return based on the tweet.

tweet1 : Tweet: Amazon Stock: 31/01/2017 Date: 823.48 Last Price: 0.008379074 1-Day Return: 0.014924467 2-Day Return: 0.014924467 3-Day Return: -0.001262933 7-Day Return: 3137196 PX VOLUME: 13.447 Volatility (10D): 16.992 Volatility (30D): 1 LSTM Polarity: 0 TextBlob Polarity: tweet2 : Tweet: @FAME95FM1 Jamaicans make money with @Payoneer @PayPal, @paxuminc, @ecoPayz and @okpaycom https://t.co/FWzqUrgsqs Stock: PayPal Date: 31/01/2017 Last Price: 39.78 1-Day Return: 0.002011061 2-Day Return: 0.012317748 3-Day Return: 0.012317748 7-Day Return: 0.054801408 PX VOLUME: 9100057 Volatility (10D): 18.769 Volatility (30D): 16.099 LSTM Polarity: -1 TextBlob Polarity: 0

Tweet1: Based on the tweet, the stock return for Amazon on 31/01/2017 is positive. Tweet2: Based on the tweet, the stock return for PayPal on 31/01/2017 is positive.

Analyze the sentiment and stock price movement.

Tweet: @CBSi Jamaicans make money with @Payoneer @PayPal, @paxuminc, @ecoPayz and @okpaycom https://t.co/FWzqUqYRyU Stock: PayPal Date: 31/01/2017 Last Price: 39.78 1-Day Return: 0.002011061 2-Day Return: 0.012317748 3-Day Return: 0.012317748 7-Day Return: 0.054801408 PX VOLUME: 9100057 Volatility (10D): 18.769 Volatility (30D): 16.099 LSTM Polarity: 1 TextBlob Polarity: 0

The sentiment of the tweet is positive as it mentions Jamaicans making money with various payment platforms. The stock price of PayPal has shown positive movement in the 1-day, 2-day, 3-day, and 7-day returns. The tweet may have contributed to the positive sentiment surrounding PayPal.

Compare the stock price movement and sentiment analysis between two companies.

tweet1 : Tweet: @FAME95FM1 Jamaicans make money with @Payoneer @PayPal, @paxuminc, @ecoPayz and @okpaycom https://t.co/FWzqUrgsqs Stock: PayPal Date: 31/01/2017 Last Price: 39.78 1-Day Return: 0.002011061 2-Day Return: 0.012317748 3-Day Return: 0.012317748 7-Day Return: 0.054801408 PX VOLUME: 9100057 Volatility (10D): 18.769 Volatility (30D): 16.099 LSTM Polarity: -1 TextBlob Polarity: 0 tweet2 : Tweet: @CBSi Jamaicans make money with @Payoneer @PayPal, @paxuminc, @ecoPayz and @okpaycom https://t.co/FWzqUqYRyU Stock: PayPal Date: 31/01/2017 Last Price: 39.78 1-Day Return: 0.002011061 2-Day Return: 0.012317748 3-Day Return: 0.012317748 7-Day Return: 0.054801408 PX VOLUME: 9100057 Volatility (10D): 18.769 Volatility (30D): 16.099 LSTM Polarity: 1 TextBlob Polarity: 0

The stock price movement for both companies (PayPal) is the same, with a positive trend over the specified time frame. The sentiment analysis, however, differs, with a negative sentiment for tweet 1 and a positive sentiment for tweet 2.

Predict the stock return based on the tweet.

tweet1 : Tweet: @FAME95FM1 Jamaicans make money with @Payoneer @PayPal, @paxuminc, @ecoPayz and @okpaycom https://t.co/FWzqUrgsqs Stock: PayPal Date: 31/01/2017 Last Price: 39.78 1-Day Return: 0.002011061 2-Day Return: 0.012317748 3-Day Return: 0.012317748 7-Day Return: 0.054801408 PX VOLUME: 9100057 Volatility (10D): 18.769 Volatility (30D): 16.099 LSTM Polarity: -1 TextBlob Polarity: 0 tweet2 : Tweet: @CBSi Jamaicans make money with @Payoneer @PayPal, @paxuminc, @ecoPayz and @okpaycom https://t.co/FWzqUqYRyU Stock: PayPal Date: 31/01/2017 Last Price: 39.78 1-Day Return: 0.002011061 2-Day Return: 0.012317748 3-Day Return: 0.012317748 7-Day Return: 0.054801408 PX VOLUME: 9100057 Volatility (10D): 18.769 Volatility (30D): 16.099 LSTM Polarity: 1 TextBlob Polarity: 0

Based on the positive sentiment in tweet2 with LSTM Polarity of 1, it is likely that the stock return for PayPal will increase in the short term.

Analyze the sentiment and stock price movement.

Tweet: @Hitz92fm Jamaicans make money with @Payoneer @PayPal, @paxuminc, @ecoPayz and @okpaycom https://t.co/FWzqUqYRyU Stock: PayPal Date: 31/01/2017 Last Price: 39.78 1-Day Return: 0.002011061 2-Day Return: 0.012317748 3-Day Return: 0.012317748 7-Day Return: 0.054801408 PX VOLUME: 9100057 Volatility (10D): 18.769 Volatility (30D): 16.099 LSTM Polarity: -1 TextBlob Polarity: 0

The sentiment of the tweet is positive as it mentions various platforms that Jamaicans can use to make money. The stock price of PayPal has shown positive movement over the different time frames, with a 7-day return of 0.0548. The tweet may have influenced the stock price positively.

Compare the stock price movement and sentiment analysis between two companies.

tweet1 : Tweet: @CBSi Jamaicans make money with @Payoneer @PayPal, @paxuminc, @ecoPayz and @okpaycom https://t.co/FWzqUqYRyU Stock: PayPal Date: 31/01/2017 Last Price: 39.78 1-Day Return: 0.002011061 2-Day Return: 0.012317748 3-Day Return: 0.012317748 7-Day Return: 0.054801408 PX VOLUME: 9100057 Volatility (10D): 18.769 Volatility (30D): 16.099 LSTM Polarity: 1 TextBlob Polarity: 0 tweet2 : Tweet: @Hitz92fm Jamaicans make money with @Payoneer @PayPal, @paxuminc, @ecoPayz and @okpaycom https://t.co/FWzqUqYRyU Stock: PayPal Date: 31/01/2017 Last Price: 39.78 1-Day Return: 0.002011061 2-Day Return: 0.012317748 3-Day Return: 0.012317748 7-Day Return: 0.054801408 PX VOLUME: 9100057 Volatility (10D): 18.769 Volatility (30D): 16.099 LSTM Polarity: -1 TextBlob Polarity: 0

The stock price movement and sentiment analysis for PayPal are similar between the two companies, with positive returns over multiple days and high volatility. The only difference is in the LSTM polarity of the tweets, with one being positive and the other negative.

Predict the stock return based on the tweet.

tweet1 : Tweet: @CBSi Jamaicans make money with @Payoneer @PayPal, @paxuminc, @ecoPayz and @okpaycom https://t.co/FWzqUqYRyU Stock: PayPal Date: 31/01/2017 Last Price: 39.78 1-Day Return: 0.002011061 2-Day Return: 0.012317748 3-Day Return: 0.012317748 7-Day Return: 0.054801408 PX VOLUME: 9100057 Volatility (10D): 18.769 Volatility (30D): 16.099 LSTM Polarity: 1 TextBlob Polarity: 0 tweet2 : Tweet: @Hitz92fm Jamaicans make money with @Payoneer @PayPal, @paxuminc, @ecoPayz and @okpaycom https://t.co/FWzqUqYRyU Stock: PayPal Date: 31/01/2017 Last Price: 39.78 1-Day Return: 0.002011061 2-Day Return: 0.012317748 3-Day Return: 0.012317748 7-Day Return: 0.054801408 PX VOLUME: 9100057 Volatility (10D): 18.769 Volatility (30D): 16.099 LSTM Polarity: -1 TextBlob Polarity: 0

Based on the positive sentiment in the first tweet (LSTM Polarity: 1), it is likely that the stock return for PayPal will be positive in the short term.

Analyze the sentiment and stock price movement.

Tweet: RT @loadsofvans: Retweet this post & follow @loadsofvans for a chance to win a £100 @amazon voucher #win #giveaway #competition… Stock: Date: Last Price: 1-Day Return: 2-Day Return: 3-Day Return: 7-Day Return: PX VOLUME: Volatility (10D): Volatility (30D): LSTM Polarity: TextBlob Polarity:

Sentiment: The tweet is promoting a giveaway and has a positive sentiment. Stock price movement: The tweet is unlikely to have a direct impact on the stock price movement.

Compare the stock price movement and sentiment analysis between two companies.

tweet1 : Tweet: @Hitz92fm Jamaicans make money with @Payoneer @PayPal, @paxuminc, @ecoPayz and @okpaycom https://t.co/FWzqUqYRyU Stock: PayPal Date: 31/01/2017 Last Price: 39.78 1-Day Return: 0.002011061 2-Day Return: 0.012317748 3-Day Return: 0.012317748 7-Day Return: 0.054801408 PX VOLUME: 9100057 Volatility (10D): 18.769 Volatility (30D): 16.099 LSTM Polarity: -1 TextBlob Polarity: 0 tweet2 : Tweet: RT @loadsofvans: Retweet this post & follow @loadsofvans for a chance to win a £100 @amazon voucher #win #giveaway #competition… Stock: Date: Last Price: 1-Day Return: 2-Day Return: 3-Day Return: 7-Day Return: PX VOLUME: Volatility (10D): Volatility (30D): LSTM Polarity: TextBlob Polarity:

The first company, PayPal, had positive sentiment in the tweet and experienced positive stock price movement with increasing returns over the 1-day, 2-day, 3-day, and 7-day periods. The second company did not have specific stock price or sentiment data provided.

Predict the stock return based on the tweet.

tweet1 : Tweet: @Hitz92fm Jamaicans make money with @Payoneer @PayPal, @paxuminc, @ecoPayz and @okpaycom https://t.co/FWzqUqYRyU Stock: PayPal Date: 31/01/2017 Last Price: 39.78 1-Day Return: 0.002011061 2-Day Return: 0.012317748 3-Day Return: 0.012317748 7-Day Return: 0.054801408 PX VOLUME: 9100057 Volatility (10D): 18.769 Volatility (30D): 16.099 LSTM Polarity: -1 TextBlob Polarity: 0 tweet2 : Tweet: RT @loadsofvans: Retweet this post & follow @loadsofvans for a chance to win a £100 @amazon voucher #win #giveaway #competition… Stock: Date: Last Price: 1-Day Return: 2-Day Return: 3-Day Return: 7-Day Return: PX VOLUME: Volatility (10D): Volatility (30D): LSTM Polarity: TextBlob Polarity:

Based on tweet1, the stock return for PayPal is expected to be positive.

Analyze the sentiment and stock price movement.

Tweet: Amazon Stock: 31/01/2017 Date: 823.48 Last Price: 0.008379074 1-Day Return: 0.014924467 2-Day Return: 0.014924467 3-Day Return: -0.001262933 7-Day Return: 3137196 PX VOLUME: 13.447 Volatility (10D): 16.992 Volatility (30D): -1 LSTM Polarity: 0.8 TextBlob Polarity:

The sentiment analysis shows positive sentiment based on LSTM polarity of 0.8. The stock price movement for Amazon on 31/01/2017 had a 1-day return of 0.0149, 2-day return of 0.0149, 3-day return of -0.0013, and 7-day return of 3137196. The volatility was at 16.992 for 10 days and -1 for 30 days.

Compare the stock price movement and sentiment analysis between two companies.

tweet1 : Tweet: RT @loadsofvans: Retweet this post & follow @loadsofvans for a chance to win a £100 @amazon voucher #win #giveaway #competition… Stock: Date: Last Price: 1-Day Return: 2-Day Return: 3-Day Return: 7-Day Return: PX VOLUME: Volatility (10D): Volatility (30D): LSTM Polarity: TextBlob Polarity: tweet2 : Tweet: Amazon Stock: 31/01/2017 Date: 823.48 Last Price: 0.008379074 1-Day Return: 0.014924467 2-Day Return: 0.014924467 3-Day Return: -0.001262933 7-Day Return: 3137196 PX VOLUME: 13.447 Volatility (10D): 16.992 Volatility (30D): -1 LSTM Polarity: 0.8 TextBlob Polarity:

The stock price movement and sentiment analysis between the two companies show that the first company has a positive sentiment based on the tweet content, while the second company has a higher volatility in stock price movement. The first company's stock price movement is not provided in the input, so we cannot compare the actual stock price movements between the two companies.

Predict the stock return based on the tweet.

tweet1 : Tweet: RT @loadsofvans: Retweet this post & follow @loadsofvans for a chance to win a £100 @amazon voucher #win #giveaway #competition… Stock: Date: Last Price: 1-Day Return: 2-Day Return: 3-Day Return: 7-Day Return: PX VOLUME: Volatility (10D): Volatility (30D): LSTM Polarity: TextBlob Polarity: tweet2 : Tweet: Amazon Stock: 31/01/2017 Date: 823.48 Last Price: 0.008379074 1-Day Return: 0.014924467 2-Day Return: 0.014924467 3-Day Return: -0.001262933 7-Day Return: 3137196 PX VOLUME: 13.447 Volatility (10D): 16.992 Volatility (30D): -1 LSTM Polarity: 0.8 TextBlob Polarity:

Based on the tweet, it is not possible to predict the stock return as the tweet does not contain any relevant information about the company's performance or future prospects.

Analyze the sentiment and stock price movement.

Tweet: RT @Disney: See The Newest Trailer for #BeautyAndTheBeast: https://t.co/JfINQL6EbV https://t.co/jZjNR0GRk9 Stock: Date: Last Price: 1-Day Return: 2-Day Return: 3-Day Return: 7-Day Return: PX VOLUME: Volatility (10D): Volatility (30D): LSTM Polarity: TextBlob Polarity:

Sentiment: Positive Stock price movement: It is not provided in the input.

Compare the stock price movement and sentiment analysis between two companies.

tweet1 : Tweet: Amazon Stock: 31/01/2017 Date: 823.48 Last Price: 0.008379074 1-Day Return: 0.014924467 2-Day Return: 0.014924467 3-Day Return: -0.001262933 7-Day Return: 3137196 PX VOLUME: 13.447 Volatility (10D): 16.992 Volatility (30D): -1 LSTM Polarity: 0.8 TextBlob Polarity: tweet2 : Tweet: RT @Disney: See The Newest Trailer for #BeautyAndTheBeast: https://t.co/JfINQL6EbV https://t.co/jZjNR0GRk9 Stock: Date: Last Price: 1-Day Return: 2-Day Return: 3-Day Return: 7-Day Return: PX VOLUME: Volatility (10D): Volatility (30D): LSTM Polarity: TextBlob Polarity:

The stock price movement for Amazon shows a positive trend over the specified time period, with some fluctuations. The sentiment analysis for Amazon also indicates positive sentiment with a LSTM polarity of 0.8. For the second company, Disney, there is no stock price movement data provided. Additionally, there is no sentiment analysis data available for Disney.

Predict the stock return based on the tweet.

tweet1 : Tweet: Amazon Stock: 31/01/2017 Date: 823.48 Last Price: 0.008379074 1-Day Return: 0.014924467 2-Day Return: 0.014924467 3-Day Return: -0.001262933 7-Day Return: 3137196 PX VOLUME: 13.447 Volatility (10D): 16.992 Volatility (30D): -1 LSTM Polarity: 0.8 TextBlob Polarity: tweet2 : Tweet: RT @Disney: See The Newest Trailer for #BeautyAndTheBeast: https://t.co/JfINQL6EbV https://t.co/jZjNR0GRk9 Stock: Date: Last Price: 1-Day Return: 2-Day Return: 3-Day Return: 7-Day Return: PX VOLUME: Volatility (10D): Volatility (30D): LSTM Polarity: TextBlob Polarity:

Based on the information provided in tweet1, it is difficult to predict the stock return accurately. Additional details on market trends and company performance would be needed. No prediction can be made based on tweet2 as it does not provide any relevant stock-related information.

Analyze the sentiment and stock price movement.

Tweet: Disney Stock: 31/01/2017 Date: 110.65 Last Price: 0.002620877 1-Day Return: -0.012200633 2-Day Return: -0.012200633 3-Day Return: -0.024853141 7-Day Return: 8485838 PX VOLUME: 12.229 Volatility (10D): 12.982 Volatility (30D): 1 LSTM Polarity: 0 TextBlob Polarity:

Neutral sentiment towards Disney. The stock price movement has been negative over the past few days.

Compare the stock price movement and sentiment analysis between two companies.

tweet1 : Tweet: RT @Disney: See The Newest Trailer for #BeautyAndTheBeast: https://t.co/JfINQL6EbV https://t.co/jZjNR0GRk9 Stock: Date: Last Price: 1-Day Return: 2-Day Return: 3-Day Return: 7-Day Return: PX VOLUME: Volatility (10D): Volatility (30D): LSTM Polarity: TextBlob Polarity: tweet2 : Tweet: Disney Stock: 31/01/2017 Date: 110.65 Last Price: 0.002620877 1-Day Return: -0.012200633 2-Day Return: -0.012200633 3-Day Return: -0.024853141 7-Day Return: 8485838 PX VOLUME: 12.229 Volatility (10D): 12.982 Volatility (30D): 1 LSTM Polarity: 0 TextBlob Polarity:

The stock price movement for Disney has been negative over the past few days, with a decrease in price. The sentiment analysis for Disney based on tweets shows neutral sentiment. Unfortunately, there is no information provided for the second company, so a direct comparison cannot be made.

Predict the stock return based on the tweet.

tweet1 : Tweet: RT @Disney: See The Newest Trailer for #BeautyAndTheBeast: https://t.co/JfINQL6EbV https://t.co/jZjNR0GRk9 Stock: Date: Last Price: 1-Day Return: 2-Day Return: 3-Day Return: 7-Day Return: PX VOLUME: Volatility (10D): Volatility (30D): LSTM Polarity: TextBlob Polarity: tweet2 : Tweet: Disney Stock: 31/01/2017 Date: 110.65 Last Price: 0.002620877 1-Day Return: -0.012200633 2-Day Return: -0.012200633 3-Day Return: -0.024853141 7-Day Return: 8485838 PX VOLUME: 12.229 Volatility (10D): 12.982 Volatility (30D): 1 LSTM Polarity: 0 TextBlob Polarity:

Neutral

Analyze the sentiment and stock price movement.

Tweet: RT @tarastrong: Just got @facebook back! I REALLY want to thank you all for your support. Being able to speak out against bullies is SO IMP… Stock: Date: Last Price: 1-Day Return: 2-Day Return: 3-Day Return: 7-Day Return: PX VOLUME: Volatility (10D): Volatility (30D): LSTM Polarity: TextBlob Polarity:

Sentiment: Positive sentiment expressed in the tweet, thanking followers for support and being able to speak out against bullies. Stock Price Movement: Without specific data on the stock price movement provided, it is not possible to analyze the correlation between the tweet and the stock performance.

Compare the stock price movement and sentiment analysis between two companies.

tweet1 : Tweet: Disney Stock: 31/01/2017 Date: 110.65 Last Price: 0.002620877 1-Day Return: -0.012200633 2-Day Return: -0.012200633 3-Day Return: -0.024853141 7-Day Return: 8485838 PX VOLUME: 12.229 Volatility (10D): 12.982 Volatility (30D): 1 LSTM Polarity: 0 TextBlob Polarity: tweet2 : Tweet: RT @tarastrong: Just got @facebook back! I REALLY want to thank you all for your support. Being able to speak out against bullies is SO IMP… Stock: Date: Last Price: 1-Day Return: 2-Day Return: 3-Day Return: 7-Day Return: PX VOLUME: Volatility (10D): Volatility (30D): LSTM Polarity: TextBlob Polarity:

The first company (Disney) experienced a decline in stock price over the specified time period, with negative sentiment according to LSTM Polarity. The second company does not have stock price information provided, so it is not possible to compare the stock price movement and sentiment analysis between the two companies.

Predict the stock return based on the tweet.

tweet1 : Tweet: Disney Stock: 31/01/2017 Date: 110.65 Last Price: 0.002620877 1-Day Return: -0.012200633 2-Day Return: -0.012200633 3-Day Return: -0.024853141 7-Day Return: 8485838 PX VOLUME: 12.229 Volatility (10D): 12.982 Volatility (30D): 1 LSTM Polarity: 0 TextBlob Polarity: tweet2 : Tweet: RT @tarastrong: Just got @facebook back! I REALLY want to thank you all for your support. Being able to speak out against bullies is SO IMP… Stock: Date: Last Price: 1-Day Return: 2-Day Return: 3-Day Return: 7-Day Return: PX VOLUME: Volatility (10D): Volatility (30D): LSTM Polarity: TextBlob Polarity:

It is not possible to predict the stock return based on the provided tweet as there is no information related to stock in the tweet2.

Analyze the sentiment and stock price movement.

Tweet: Facebook Stock: 31/01/2017 Date: 130.32 Last Price: 0.005064457 1-Day Return: 0.01427256 2-Day Return: 0.01427256 3-Day Return: -0.007289748 7-Day Return: 19790484 PX VOLUME: 15.121 Volatility (10D): 16.219 Volatility (30D): 1 LSTM Polarity: 0 TextBlob Polarity:

The sentiment analysis results in a neutral sentiment for Facebook. The stock price movement shows a positive 1-day return, followed by a small decrease in the 3-day return. The data also shows high volatility in the short term.

Compare the stock price movement and sentiment analysis between two companies.

tweet1 : Tweet: RT @tarastrong: Just got @facebook back! I REALLY want to thank you all for your support. Being able to speak out against bullies is SO IMP… Stock: Date: Last Price: 1-Day Return: 2-Day Return: 3-Day Return: 7-Day Return: PX VOLUME: Volatility (10D): Volatility (30D): LSTM Polarity: TextBlob Polarity: tweet2 : Tweet: Facebook Stock: 31/01/2017 Date: 130.32 Last Price: 0.005064457 1-Day Return: 0.01427256 2-Day Return: 0.01427256 3-Day Return: -0.007289748 7-Day Return: 19790484 PX VOLUME: 15.121 Volatility (10D): 16.219 Volatility (30D): 1 LSTM Polarity: 0 TextBlob Polarity:

The first company's stock price movement and sentiment analysis data are missing, while for the second company, the stock price has increased over the past few days with some volatility. The sentiment analysis for the second company shows neutral sentiment.

Predict the stock return based on the tweet.

tweet1 : Tweet: RT @tarastrong: Just got @facebook back! I REALLY want to thank you all for your support. Being able to speak out against bullies is SO IMP… Stock: Date: Last Price: 1-Day Return: 2-Day Return: 3-Day Return: 7-Day Return: PX VOLUME: Volatility (10D): Volatility (30D): LSTM Polarity: TextBlob Polarity: tweet2 : Tweet: Facebook Stock: 31/01/2017 Date: 130.32 Last Price: 0.005064457 1-Day Return: 0.01427256 2-Day Return: 0.01427256 3-Day Return: -0.007289748 7-Day Return: 19790484 PX VOLUME: 15.121 Volatility (10D): 16.219 Volatility (30D): 1 LSTM Polarity: 0 TextBlob Polarity:

Based on the tweet "Facebook", the predicted stock return is positive in the short term.

Analyze the sentiment and stock price movement.

Tweet: RT @nikitakhara: Thank you, @Starbucks CEO for committing to hire 10,000 refugees. To all those tweeting #boycottstarbucks, thanks for the… Stock: Starbucks Date: 31/01/2017 Last Price: 55.22 1-Day Return: 0.012314379 2-Day Return: 0.016298443 3-Day Return: 0.016298443 7-Day Return: 0.058312206 PX VOLUME: 14307985 Volatility (10D): 23.916 Volatility (30D): 17.298 LSTM Polarity: 1 TextBlob Polarity: 0.2

The sentiment towards Starbucks is positive in response to the CEO committing to hiring refugees. The stock price of Starbucks has been steadily increasing over the past few days, with a 7-Day Return of 0.0583. The sentiment and stock price movement appear to be positively correlated.

Compare the stock price movement and sentiment analysis between two companies.

tweet1 : Tweet: Facebook Stock: 31/01/2017 Date: 130.32 Last Price: 0.005064457 1-Day Return: 0.01427256 2-Day Return: 0.01427256 3-Day Return: -0.007289748 7-Day Return: 19790484 PX VOLUME: 15.121 Volatility (10D): 16.219 Volatility (30D): 1 LSTM Polarity: 0 TextBlob Polarity: tweet2 : Tweet: RT @nikitakhara: Thank you, @Starbucks CEO for committing to hire 10,000 refugees. To all those tweeting #boycottstarbucks, thanks for the… Stock: Starbucks Date: 31/01/2017 Last Price: 55.22 1-Day Return: 0.012314379 2-Day Return: 0.016298443 3-Day Return: 0.016298443 7-Day Return: 0.058312206 PX VOLUME: 14307985 Volatility (10D): 23.916 Volatility (30D): 17.298 LSTM Polarity: 1 TextBlob Polarity: 0.2

The stock price movement for Facebook on 31/01/2017 showed a positive 1-day return followed by a negative 3-day return. The sentiment analysis for Facebook had a LSTM polarity score of 0. On the other hand, the stock price movement for Starbucks on the same date showed positive returns over 1, 2, and 3 days, with a significant 7-day return. The sentiment analysis for Starbucks had a LSTM polarity score of 1, indicating positive sentiment.

Predict the stock return based on the tweet.

tweet1 : Tweet: Facebook Stock: 31/01/2017 Date: 130.32 Last Price: 0.005064457 1-Day Return: 0.01427256 2-Day Return: 0.01427256 3-Day Return: -0.007289748 7-Day Return: 19790484 PX VOLUME: 15.121 Volatility (10D): 16.219 Volatility (30D): 1 LSTM Polarity: 0 TextBlob Polarity: tweet2 : Tweet: RT @nikitakhara: Thank you, @Starbucks CEO for committing to hire 10,000 refugees. To all those tweeting #boycottstarbucks, thanks for the… Stock: Starbucks Date: 31/01/2017 Last Price: 55.22 1-Day Return: 0.012314379 2-Day Return: 0.016298443 3-Day Return: 0.016298443 7-Day Return: 0.058312206 PX VOLUME: 14307985 Volatility (10D): 23.916 Volatility (30D): 17.298 LSTM Polarity: 1 TextBlob Polarity: 0.2

Based on the tweet, predict the stock return for Facebook to be positive and for Starbucks to be positive.

Analyze the sentiment and stock price movement.

Tweet: RT @DrJimmyStar: Check out Mens Encore by Fiesso Black Leather Driving Shoes Size 12 https://t.co/QzMHHh7Cbv @eBay Stock: Date: Last Price: 1-Day Return: 2-Day Return: 3-Day Return: 7-Day Return: PX VOLUME: Volatility (10D): Volatility (30D): LSTM Polarity: TextBlob Polarity:

The sentiment of the tweet is neutral as it is just promoting a product listing. There is no mention of the stock price movement, so no analysis can be done.

Compare the stock price movement and sentiment analysis between two companies.

tweet1 : Tweet: RT @nikitakhara: Thank you, @Starbucks CEO for committing to hire 10,000 refugees. To all those tweeting #boycottstarbucks, thanks for the… Stock: Starbucks Date: 31/01/2017 Last Price: 55.22 1-Day Return: 0.012314379 2-Day Return: 0.016298443 3-Day Return: 0.016298443 7-Day Return: 0.058312206 PX VOLUME: 14307985 Volatility (10D): 23.916 Volatility (30D): 17.298 LSTM Polarity: 1 TextBlob Polarity: 0.2 tweet2 : Tweet: RT @DrJimmyStar: Check out Mens Encore by Fiesso Black Leather Driving Shoes Size 12 https://t.co/QzMHHh7Cbv @eBay Stock: Date: Last Price: 1-Day Return: 2-Day Return: 3-Day Return: 7-Day Return: PX VOLUME: Volatility (10D): Volatility (30D): LSTM Polarity: TextBlob Polarity:

The first company, Starbucks, has shown positive sentiment in tweets and a positive stock price movement with a 7-day return of 5.83%. The second company does not have sentiment analysis or stock price information provided.

Predict the stock return based on the tweet.

tweet1 : Tweet: RT @nikitakhara: Thank you, @Starbucks CEO for committing to hire 10,000 refugees. To all those tweeting #boycottstarbucks, thanks for the… Stock: Starbucks Date: 31/01/2017 Last Price: 55.22 1-Day Return: 0.012314379 2-Day Return: 0.016298443 3-Day Return: 0.016298443 7-Day Return: 0.058312206 PX VOLUME: 14307985 Volatility (10D): 23.916 Volatility (30D): 17.298 LSTM Polarity: 1 TextBlob Polarity: 0.2 tweet2 : Tweet: RT @DrJimmyStar: Check out Mens Encore by Fiesso Black Leather Driving Shoes Size 12 https://t.co/QzMHHh7Cbv @eBay Stock: Date: Last Price: 1-Day Return: 2-Day Return: 3-Day Return: 7-Day Return: PX VOLUME: Volatility (10D): Volatility (30D): LSTM Polarity: TextBlob Polarity:

Based on the tweet1, the stock return for Starbucks is predicted to increase.

Analyze the sentiment and stock price movement.

Tweet: eBay Stock: 31/01/2017 Date: 31.83 Last Price: 0.010681747 1-Day Return: 0.021363494 2-Day Return: 0.021363494 3-Day Return: -0.0578071 7-Day Return: 9469076 PX VOLUME: 33.029 Volatility (10D): 22.932 Volatility (30D): 1 LSTM Polarity: -0.166666667 TextBlob Polarity:

Neutral sentiment towards eBay. Stock price increased by 0.0213 on the 1st and 2nd day, then dropped by -0.0578 on the 3rd day and increased significantly on the 7th day. Volatility is moderate at 22.932.

Compare the stock price movement and sentiment analysis between two companies.

tweet1 : Tweet: RT @DrJimmyStar: Check out Mens Encore by Fiesso Black Leather Driving Shoes Size 12 https://t.co/QzMHHh7Cbv @eBay Stock: Date: Last Price: 1-Day Return: 2-Day Return: 3-Day Return: 7-Day Return: PX VOLUME: Volatility (10D): Volatility (30D): LSTM Polarity: TextBlob Polarity: tweet2 : Tweet: eBay Stock: 31/01/2017 Date: 31.83 Last Price: 0.010681747 1-Day Return: 0.021363494 2-Day Return: 0.021363494 3-Day Return: -0.0578071 7-Day Return: 9469076 PX VOLUME: 33.029 Volatility (10D): 22.932 Volatility (30D): 1 LSTM Polarity: -0.166666667 TextBlob Polarity:

The first company's stock price movement and sentiment analysis are not provided in the input, so we cannot compare it with the second company's data, which shows a positive 1-day return and volatility, as well as negative 3-day return and sentiment polarity.

Predict the stock return based on the tweet.

tweet1 : Tweet: RT @DrJimmyStar: Check out Mens Encore by Fiesso Black Leather Driving Shoes Size 12 https://t.co/QzMHHh7Cbv @eBay Stock: Date: Last Price: 1-Day Return: 2-Day Return: 3-Day Return: 7-Day Return: PX VOLUME: Volatility (10D): Volatility (30D): LSTM Polarity: TextBlob Polarity: tweet2 : Tweet: eBay Stock: 31/01/2017 Date: 31.83 Last Price: 0.010681747 1-Day Return: 0.021363494 2-Day Return: 0.021363494 3-Day Return: -0.0578071 7-Day Return: 9469076 PX VOLUME: 33.029 Volatility (10D): 22.932 Volatility (30D): 1 LSTM Polarity: -0.166666667 TextBlob Polarity:

Based on the tweet, it is not possible to predict the stock return as it does not contain relevant information related to the company's performance or future outlook.

Analyze the sentiment and stock price movement.

Tweet: RT @DrJimmyStar: Check out Betsey Johnson Heart Tab Red Dual Handle Two Tassel Purse NWT https://t.co/11nAogJeiY @eBay Stock: Date: Last Price: 1-Day Return: 2-Day Return: 3-Day Return: 7-Day Return: PX VOLUME: Volatility (10D): Volatility (30D): LSTM Polarity: TextBlob Polarity:

The tweet is neutral towards the stock as it is just promoting a product. There is no information provided for the stock price movement, sentiment analysis, or date.

Compare the stock price movement and sentiment analysis between two companies.

tweet1 : Tweet: eBay Stock: 31/01/2017 Date: 31.83 Last Price: 0.010681747 1-Day Return: 0.021363494 2-Day Return: 0.021363494 3-Day Return: -0.0578071 7-Day Return: 9469076 PX VOLUME: 33.029 Volatility (10D): 22.932 Volatility (30D): 1 LSTM Polarity: -0.166666667 TextBlob Polarity: tweet2 : Tweet: RT @DrJimmyStar: Check out Betsey Johnson Heart Tab Red Dual Handle Two Tassel Purse NWT https://t.co/11nAogJeiY @eBay Stock: Date: Last Price: 1-Day Return: 2-Day Return: 3-Day Return: 7-Day Return: PX VOLUME: Volatility (10D): Volatility (30D): LSTM Polarity: TextBlob Polarity:

The first company, eBay, has a positive stock price movement with a 1-day return of 0.0214 and a negative sentiment analysis with a LSTM Polarity of -0.1667. The second company does not have any stock price information or sentiment analysis provided.

Predict the stock return based on the tweet.

tweet1 : Tweet: eBay Stock: 31/01/2017 Date: 31.83 Last Price: 0.010681747 1-Day Return: 0.021363494 2-Day Return: 0.021363494 3-Day Return: -0.0578071 7-Day Return: 9469076 PX VOLUME: 33.029 Volatility (10D): 22.932 Volatility (30D): 1 LSTM Polarity: -0.166666667 TextBlob Polarity: tweet2 : Tweet: RT @DrJimmyStar: Check out Betsey Johnson Heart Tab Red Dual Handle Two Tassel Purse NWT https://t.co/11nAogJeiY @eBay Stock: Date: Last Price: 1-Day Return: 2-Day Return: 3-Day Return: 7-Day Return: PX VOLUME: Volatility (10D): Volatility (30D): LSTM Polarity: TextBlob Polarity:

Based on the provided tweet, the stock return for eBay on 31/01/2017 is 0.021363494 for the 1-Day Return and 0.021363494 for the 2-Day Return.

Analyze the sentiment and stock price movement.

Tweet: eBay Stock: 31/01/2017 Date: 31.83 Last Price: 0.010681747 1-Day Return: 0.021363494 2-Day Return: 0.021363494 3-Day Return: -0.0578071 7-Day Return: 9469076 PX VOLUME: 33.029 Volatility (10D): 22.932 Volatility (30D): -1 LSTM Polarity: 0 TextBlob Polarity:

Neutral The stock price of eBay increased over the 1-day period but decreased over the 3-day period. The sentiment analysis shows neutral sentiment.

Compare the stock price movement and sentiment analysis between two companies.

tweet1 : Tweet: RT @DrJimmyStar: Check out Betsey Johnson Heart Tab Red Dual Handle Two Tassel Purse NWT https://t.co/11nAogJeiY @eBay Stock: Date: Last Price: 1-Day Return: 2-Day Return: 3-Day Return: 7-Day Return: PX VOLUME: Volatility (10D): Volatility (30D): LSTM Polarity: TextBlob Polarity: tweet2 : Tweet: eBay Stock: 31/01/2017 Date: 31.83 Last Price: 0.010681747 1-Day Return: 0.021363494 2-Day Return: 0.021363494 3-Day Return: -0.0578071 7-Day Return: 9469076 PX VOLUME: 33.029 Volatility (10D): 22.932 Volatility (30D): -1 LSTM Polarity: 0 TextBlob Polarity:

The stock price movement of Company 1 is not provided, so we cannot compare it with Company 2. However, Company 2's stock price has shown positive returns in the short term, with a slight decrease in the 3-day return. The sentiment analysis for both companies shows neutral sentiment based on LSTM and TextBlob polarity scores.

Predict the stock return based on the tweet.

tweet1 : Tweet: RT @DrJimmyStar: Check out Betsey Johnson Heart Tab Red Dual Handle Two Tassel Purse NWT https://t.co/11nAogJeiY @eBay Stock: Date: Last Price: 1-Day Return: 2-Day Return: 3-Day Return: 7-Day Return: PX VOLUME: Volatility (10D): Volatility (30D): LSTM Polarity: TextBlob Polarity: tweet2 : Tweet: eBay Stock: 31/01/2017 Date: 31.83 Last Price: 0.010681747 1-Day Return: 0.021363494 2-Day Return: 0.021363494 3-Day Return: -0.0578071 7-Day Return: 9469076 PX VOLUME: 33.029 Volatility (10D): 22.932 Volatility (30D): -1 LSTM Polarity: 0 TextBlob Polarity:

Neutral

Analyze the sentiment and stock price movement.

Tweet: @Reuters lol anyone who challenges him gets fired. Soon it will be jail or they'll go missing- maybe to a gulag Stock: Date: Last Price: 1-Day Return: 2-Day Return: 3-Day Return: 7-Day Return: PX VOLUME: Volatility (10D): Volatility (30D): LSTM Polarity: TextBlob Polarity:

Sentiment: Negative Stock Price Movement: Unable to determine without specific information.

Compare the stock price movement and sentiment analysis between two companies.

tweet1 : Tweet: eBay Stock: 31/01/2017 Date: 31.83 Last Price: 0.010681747 1-Day Return: 0.021363494 2-Day Return: 0.021363494 3-Day Return: -0.0578071 7-Day Return: 9469076 PX VOLUME: 33.029 Volatility (10D): 22.932 Volatility (30D): -1 LSTM Polarity: 0 TextBlob Polarity: tweet2 : Tweet: @Reuters lol anyone who challenges him gets fired. Soon it will be jail or they'll go missing- maybe to a gulag Stock: Date: Last Price: 1-Day Return: 2-Day Return: 3-Day Return: 7-Day Return: PX VOLUME: Volatility (10D): Volatility (30D): LSTM Polarity: TextBlob Polarity:

The first company, eBay, had a stock price movement with positive returns over 1, 2, and 3 days, but a significant drop in price over 3 days. The sentiment analysis for eBay showed a neutral sentiment. The second company did not provide any stock price movement data and the sentiment analysis in the tweet was negative, hinting at potential legal trouble or punishment for those who oppose the subject being referenced.

Predict the stock return based on the tweet.

tweet1 : Tweet: eBay Stock: 31/01/2017 Date: 31.83 Last Price: 0.010681747 1-Day Return: 0.021363494 2-Day Return: 0.021363494 3-Day Return: -0.0578071 7-Day Return: 9469076 PX VOLUME: 33.029 Volatility (10D): 22.932 Volatility (30D): -1 LSTM Polarity: 0 TextBlob Polarity: tweet2 : Tweet: @Reuters lol anyone who challenges him gets fired. Soon it will be jail or they'll go missing- maybe to a gulag Stock: Date: Last Price: 1-Day Return: 2-Day Return: 3-Day Return: 7-Day Return: PX VOLUME: Volatility (10D): Volatility (30D): LSTM Polarity: TextBlob Polarity:

Unable to predict stock return based on the provided tweet as it does not mention any specific information related to a stock or company.

Analyze the sentiment and stock price movement.

Tweet: Reuters Stock: 31/01/2017 Date: 49.3887 Last Price: -0.002676726 1-Day Return: 0.003122172 2-Day Return: 0.003122172 3-Day Return: 0.004460534 7-Day Return: 547029 PX VOLUME: 9.665 Volatility (10D): 9.094 Volatility (30D): -1 LSTM Polarity: 0.8 TextBlob Polarity:

The sentiment of the tweet from Reuters is positive based on the LSTM Polarity of 0.8 and the TextBlob Polarity analysis. The stock price has shown a positive movement over the analyzed time periods, with a 7-day return of 547029.

Compare the stock price movement and sentiment analysis between two companies.

tweet1 : Tweet: @Reuters lol anyone who challenges him gets fired. Soon it will be jail or they'll go missing- maybe to a gulag Stock: Date: Last Price: 1-Day Return: 2-Day Return: 3-Day Return: 7-Day Return: PX VOLUME: Volatility (10D): Volatility (30D): LSTM Polarity: TextBlob Polarity: tweet2 : Tweet: Reuters Stock: 31/01/2017 Date: 49.3887 Last Price: -0.002676726 1-Day Return: 0.003122172 2-Day Return: 0.003122172 3-Day Return: 0.004460534 7-Day Return: 547029 PX VOLUME: 9.665 Volatility (10D): 9.094 Volatility (30D): -1 LSTM Polarity: 0.8 TextBlob Polarity:

The first company has negative sentiment in the tweet and a decrease in stock price, while the second company has positive sentiment in the tweet and an increase in stock price. Company 2 also has higher volatility in both 10D and 30D compared to company 1.

Predict the stock return based on the tweet.

tweet1 : Tweet: @Reuters lol anyone who challenges him gets fired. Soon it will be jail or they'll go missing- maybe to a gulag Stock: Date: Last Price: 1-Day Return: 2-Day Return: 3-Day Return: 7-Day Return: PX VOLUME: Volatility (10D): Volatility (30D): LSTM Polarity: TextBlob Polarity: tweet2 : Tweet: Reuters Stock: 31/01/2017 Date: 49.3887 Last Price: -0.002676726 1-Day Return: 0.003122172 2-Day Return: 0.003122172 3-Day Return: 0.004460534 7-Day Return: 547029 PX VOLUME: 9.665 Volatility (10D): 9.094 Volatility (30D): -1 LSTM Polarity: 0.8 TextBlob Polarity:

Neutral

Analyze the sentiment and stock price movement.

Tweet: RT @jhill1105: @loadsofvans Retweet this post & follow @loadsofvans for a chance to win a £100 @amazon voucher #win #giveaway #competition Stock: Date: Last Price: 1-Day Return: 2-Day Return: 3-Day Return: 7-Day Return: PX VOLUME: Volatility (10D): Volatility (30D): LSTM Polarity: TextBlob Polarity:

The sentiment of the tweet is positive as it mentions a chance to win a prize. However, the tweet does not provide any information about the stock price movement.

Compare the stock price movement and sentiment analysis between two companies.

tweet1 : Tweet: Reuters Stock: 31/01/2017 Date: 49.3887 Last Price: -0.002676726 1-Day Return: 0.003122172 2-Day Return: 0.003122172 3-Day Return: 0.004460534 7-Day Return: 547029 PX VOLUME: 9.665 Volatility (10D): 9.094 Volatility (30D): -1 LSTM Polarity: 0.8 TextBlob Polarity: tweet2 : Tweet: RT @jhill1105: @loadsofvans Retweet this post & follow @loadsofvans for a chance to win a £100 @amazon voucher #win #giveaway #competition Stock: Date: Last Price: 1-Day Return: 2-Day Return: 3-Day Return: 7-Day Return: PX VOLUME: Volatility (10D): Volatility (30D): LSTM Polarity: TextBlob Polarity:

Unfortunately, the information provided for tweet2 is incomplete to compare with the stock price movement and sentiment analysis of tweet1.

Predict the stock return based on the tweet.

tweet1 : Tweet: Reuters Stock: 31/01/2017 Date: 49.3887 Last Price: -0.002676726 1-Day Return: 0.003122172 2-Day Return: 0.003122172 3-Day Return: 0.004460534 7-Day Return: 547029 PX VOLUME: 9.665 Volatility (10D): 9.094 Volatility (30D): -1 LSTM Polarity: 0.8 TextBlob Polarity: tweet2 : Tweet: RT @jhill1105: @loadsofvans Retweet this post & follow @loadsofvans for a chance to win a £100 @amazon voucher #win #giveaway #competition Stock: Date: Last Price: 1-Day Return: 2-Day Return: 3-Day Return: 7-Day Return: PX VOLUME: Volatility (10D): Volatility (30D): LSTM Polarity: TextBlob Polarity:

Unable to predict the stock return based on the tweet as there is no relevant stock information provided in tweet2.

Analyze the sentiment and stock price movement.

Tweet: Amazon Stock: 31/01/2017 Date: 823.48 Last Price: 0.008379074 1-Day Return: 0.014924467 2-Day Return: 0.014924467 3-Day Return: -0.001262933 7-Day Return: 3137196 PX VOLUME: 13.447 Volatility (10D): 16.992 Volatility (30D): -1 LSTM Polarity: 0.8 TextBlob Polarity:

The sentiment analysis shows positive sentiment for Amazon. The stock price has fluctuated with small positive returns over the past few days, with a slight decrease on the 3rd day. The volatility has been moderate.

Compare the stock price movement and sentiment analysis between two companies.

tweet1 : Tweet: RT @jhill1105: @loadsofvans Retweet this post & follow @loadsofvans for a chance to win a £100 @amazon voucher #win #giveaway #competition Stock: Date: Last Price: 1-Day Return: 2-Day Return: 3-Day Return: 7-Day Return: PX VOLUME: Volatility (10D): Volatility (30D): LSTM Polarity: TextBlob Polarity: tweet2 : Tweet: Amazon Stock: 31/01/2017 Date: 823.48 Last Price: 0.008379074 1-Day Return: 0.014924467 2-Day Return: 0.014924467 3-Day Return: -0.001262933 7-Day Return: 3137196 PX VOLUME: 13.447 Volatility (10D): 16.992 Volatility (30D): -1 LSTM Polarity: 0.8 TextBlob Polarity:

The first company's stock price movement and sentiment analysis data are not provided. The second company, Amazon, has shown a positive one-day return and volatility in the last 10 days, with a high LSTM polarity of 0.8 indicating positive sentiment.

Predict the stock return based on the tweet.

tweet1 : Tweet: RT @jhill1105: @loadsofvans Retweet this post & follow @loadsofvans for a chance to win a £100 @amazon voucher #win #giveaway #competition Stock: Date: Last Price: 1-Day Return: 2-Day Return: 3-Day Return: 7-Day Return: PX VOLUME: Volatility (10D): Volatility (30D): LSTM Polarity: TextBlob Polarity: tweet2 : Tweet: Amazon Stock: 31/01/2017 Date: 823.48 Last Price: 0.008379074 1-Day Return: 0.014924467 2-Day Return: 0.014924467 3-Day Return: -0.001262933 7-Day Return: 3137196 PX VOLUME: 13.447 Volatility (10D): 16.992 Volatility (30D): -1 LSTM Polarity: 0.8 TextBlob Polarity:

Based on the tweet, there is no useful information to predict the stock return.

Analyze the sentiment and stock price movement.

Tweet: @gawker Jamaicans make money with @Payoneer @PayPal, @paxuminc, @ecoPayz and @okpaycom https://t.co/FWzqUrgsqs Stock: PayPal Date: 31/01/2017 Last Price: 39.78 1-Day Return: 0.002011061 2-Day Return: 0.012317748 3-Day Return: 0.012317748 7-Day Return: 0.054801408 PX VOLUME: 9100057 Volatility (10D): 18.769 Volatility (30D): 16.099 LSTM Polarity: -1 TextBlob Polarity: 0

The sentiment of the tweet is positive as it highlights how Jamaicans can make money using various payment platforms including PayPal. The stock price movement of PayPal shows positive returns over the 1-day, 2-day, 3-day, and 7-day periods. The volatility levels are moderate. The overall sentiment and stock price movement are aligned in a positive direction.

Compare the stock price movement and sentiment analysis between two companies.

tweet1 : Tweet: Amazon Stock: 31/01/2017 Date: 823.48 Last Price: 0.008379074 1-Day Return: 0.014924467 2-Day Return: 0.014924467 3-Day Return: -0.001262933 7-Day Return: 3137196 PX VOLUME: 13.447 Volatility (10D): 16.992 Volatility (30D): -1 LSTM Polarity: 0.8 TextBlob Polarity: tweet2 : Tweet: @gawker Jamaicans make money with @Payoneer @PayPal, @paxuminc, @ecoPayz and @okpaycom https://t.co/FWzqUrgsqs Stock: PayPal Date: 31/01/2017 Last Price: 39.78 1-Day Return: 0.002011061 2-Day Return: 0.012317748 3-Day Return: 0.012317748 7-Day Return: 0.054801408 PX VOLUME: 9100057 Volatility (10D): 18.769 Volatility (30D): 16.099 LSTM Polarity: -1 TextBlob Polarity: 0

The stock price movement of Amazon on 31/01/2017 showed a 1-day return of 0.014924467 and 3-day return of -0.001262933, with a volatility of 16.992. The sentiment analysis for Amazon had a LSTM Polarity of 0.8. On the other hand, the stock price movement of PayPal on 31/01/2017 had a 1-day return of 0.002011061 and 3-day return of 0.012317748, with a volatility of 18.769. The sentiment analysis for PayPal had a LSTM Polarity of -1. Overall, Amazon had higher volatility compared to PayPal, and Amazon's sentiment analysis was more positive than PayPal's.

Predict the stock return based on the tweet.

tweet1 : Tweet: Amazon Stock: 31/01/2017 Date: 823.48 Last Price: 0.008379074 1-Day Return: 0.014924467 2-Day Return: 0.014924467 3-Day Return: -0.001262933 7-Day Return: 3137196 PX VOLUME: 13.447 Volatility (10D): 16.992 Volatility (30D): -1 LSTM Polarity: 0.8 TextBlob Polarity: tweet2 : Tweet: @gawker Jamaicans make money with @Payoneer @PayPal, @paxuminc, @ecoPayz and @okpaycom https://t.co/FWzqUrgsqs Stock: PayPal Date: 31/01/2017 Last Price: 39.78 1-Day Return: 0.002011061 2-Day Return: 0.012317748 3-Day Return: 0.012317748 7-Day Return: 0.054801408 PX VOLUME: 9100057 Volatility (10D): 18.769 Volatility (30D): 16.099 LSTM Polarity: -1 TextBlob Polarity: 0

Based on the tweets, it is predicted that Amazon stock return will be positive and PayPal stock return will also be positive.

Analyze the sentiment and stock price movement.

Tweet: Congrats to our #CNWF alumni @helenshang! Don't miss her episode of #h50 on @CBS this Friday! #AAPIwriters… https://t.co/G3OrzrtK7W Stock: Date: Last Price: 1-Day Return: 2-Day Return: 3-Day Return: 7-Day Return: PX VOLUME: Volatility (10D): Volatility (30D): LSTM Polarity: TextBlob Polarity:

The sentiment of the tweet is positive, congratulating someone and promoting their upcoming episode on TV. The stock price movement cannot be analyzed as there is no information provided.

Compare the stock price movement and sentiment analysis between two companies.

tweet1 : Tweet: @gawker Jamaicans make money with @Payoneer @PayPal, @paxuminc, @ecoPayz and @okpaycom https://t.co/FWzqUrgsqs Stock: PayPal Date: 31/01/2017 Last Price: 39.78 1-Day Return: 0.002011061 2-Day Return: 0.012317748 3-Day Return: 0.012317748 7-Day Return: 0.054801408 PX VOLUME: 9100057 Volatility (10D): 18.769 Volatility (30D): 16.099 LSTM Polarity: -1 TextBlob Polarity: 0 tweet2 : Tweet: Congrats to our #CNWF alumni @helenshang! Don't miss her episode of #h50 on @CBS this Friday! #AAPIwriters… https://t.co/G3OrzrtK7W Stock: Date: Last Price: 1-Day Return: 2-Day Return: 3-Day Return: 7-Day Return: PX VOLUME: Volatility (10D): Volatility (30D): LSTM Polarity: TextBlob Polarity:

The first company, PayPal, has seen a positive stock price movement with a 7-day return of 5.48%, while the sentiment analysis of the tweet related to it had a neutral sentiment using TextBlob. The second company does not have any information provided for comparison.

Predict the stock return based on the tweet.

tweet1 : Tweet: @gawker Jamaicans make money with @Payoneer @PayPal, @paxuminc, @ecoPayz and @okpaycom https://t.co/FWzqUrgsqs Stock: PayPal Date: 31/01/2017 Last Price: 39.78 1-Day Return: 0.002011061 2-Day Return: 0.012317748 3-Day Return: 0.012317748 7-Day Return: 0.054801408 PX VOLUME: 9100057 Volatility (10D): 18.769 Volatility (30D): 16.099 LSTM Polarity: -1 TextBlob Polarity: 0 tweet2 : Tweet: Congrats to our #CNWF alumni @helenshang! Don't miss her episode of #h50 on @CBS this Friday! #AAPIwriters… https://t.co/G3OrzrtK7W Stock: Date: Last Price: 1-Day Return: 2-Day Return: 3-Day Return: 7-Day Return: PX VOLUME: Volatility (10D): Volatility (30D): LSTM Polarity: TextBlob Polarity:

Based on the tweet, the stock return for PayPal is expected to be positive in the short term.

Analyze the sentiment and stock price movement.

Tweet: CBS Stock: 31/01/2017 Date: 64.49 Last Price: -0.001395565 1-Day Return: 0.00387657 2-Day Return: 0.00387657 3-Day Return: -0.023414483 7-Day Return: 3523867 PX VOLUME: 16.338 Volatility (10D): 16.302 Volatility (30D): 1 LSTM Polarity: 0 TextBlob Polarity:

The sentiment analysis for CBS on 31/01/2017 shows a negative sentiment, as indicated by the LSTM Polarity of 0. The stock price movement for CBS on that day had a slight decrease of -0.001395565. The 1-day return was positive at 0.00387657, but the 3-day return showed a negative movement of -0.023414483. Overall, the sentiment and stock price movement suggest mixed results for CBS on 31/01/2017.

Compare the stock price movement and sentiment analysis between two companies.

tweet1 : Tweet: Congrats to our #CNWF alumni @helenshang! Don't miss her episode of #h50 on @CBS this Friday! #AAPIwriters… https://t.co/G3OrzrtK7W Stock: Date: Last Price: 1-Day Return: 2-Day Return: 3-Day Return: 7-Day Return: PX VOLUME: Volatility (10D): Volatility (30D): LSTM Polarity: TextBlob Polarity: tweet2 : Tweet: CBS Stock: 31/01/2017 Date: 64.49 Last Price: -0.001395565 1-Day Return: 0.00387657 2-Day Return: 0.00387657 3-Day Return: -0.023414483 7-Day Return: 3523867 PX VOLUME: 16.338 Volatility (10D): 16.302 Volatility (30D): 1 LSTM Polarity: 0 TextBlob Polarity:

The sentiment analysis for both companies is neutral. However, the stock price movement for company 1 shows a positive return over various timeframes, while the stock price movement for company 2 is more volatile with mixed returns over different timeframes.

Predict the stock return based on the tweet.

tweet1 : Tweet: Congrats to our #CNWF alumni @helenshang! Don't miss her episode of #h50 on @CBS this Friday! #AAPIwriters… https://t.co/G3OrzrtK7W Stock: Date: Last Price: 1-Day Return: 2-Day Return: 3-Day Return: 7-Day Return: PX VOLUME: Volatility (10D): Volatility (30D): LSTM Polarity: TextBlob Polarity: tweet2 : Tweet: CBS Stock: 31/01/2017 Date: 64.49 Last Price: -0.001395565 1-Day Return: 0.00387657 2-Day Return: 0.00387657 3-Day Return: -0.023414483 7-Day Return: 3523867 PX VOLUME: 16.338 Volatility (10D): 16.302 Volatility (30D): 1 LSTM Polarity: 0 TextBlob Polarity:

Neutral. The tweet does not provide any information that can be used to predict the stock return.

Analyze the sentiment and stock price movement.

Tweet: RT @cultcommoncore: Dumping @Starbucks Is like dropping cable tv. You wonder how you paid SO much For such crap For SO long.… Stock: Starbucks Date: 31/01/2017 Last Price: 55.22 1-Day Return: 0.012314379 2-Day Return: 0.016298443 3-Day Return: 0.016298443 7-Day Return: 0.058312206 PX VOLUME: 14307985 Volatility (10D): 23.916 Volatility (30D): 17.298 LSTM Polarity: -1 TextBlob Polarity: 0

The sentiment in the tweet is negative towards Starbucks. However, the stock price movement for Starbucks has been positive in the short term, with returns increasing over the 1, 2, 3, and 7-day periods. The volatility is relatively high, indicating potential fluctuations in the stock price. The LSTM polarity is -1, indicating negative sentiment.

Compare the stock price movement and sentiment analysis between two companies.

tweet1 : Tweet: CBS Stock: 31/01/2017 Date: 64.49 Last Price: -0.001395565 1-Day Return: 0.00387657 2-Day Return: 0.00387657 3-Day Return: -0.023414483 7-Day Return: 3523867 PX VOLUME: 16.338 Volatility (10D): 16.302 Volatility (30D): 1 LSTM Polarity: 0 TextBlob Polarity: tweet2 : Tweet: RT @cultcommoncore: Dumping @Starbucks Is like dropping cable tv. You wonder how you paid SO much For such crap For SO long.… Stock: Starbucks Date: 31/01/2017 Last Price: 55.22 1-Day Return: 0.012314379 2-Day Return: 0.016298443 3-Day Return: 0.016298443 7-Day Return: 0.058312206 PX VOLUME: 14307985 Volatility (10D): 23.916 Volatility (30D): 17.298 LSTM Polarity: -1 TextBlob Polarity: 0

The stock price of CBS has fluctuated more compared to Starbucks over the given time period. CBS had a higher volatility and larger returns in the short term, while Starbucks had more stable returns and lower volatility. In terms of sentiment analysis, the tweet about CBS had a neutral sentiment, while the tweet about Starbucks had a negative sentiment.

Predict the stock return based on the tweet.

tweet1 : Tweet: CBS Stock: 31/01/2017 Date: 64.49 Last Price: -0.001395565 1-Day Return: 0.00387657 2-Day Return: 0.00387657 3-Day Return: -0.023414483 7-Day Return: 3523867 PX VOLUME: 16.338 Volatility (10D): 16.302 Volatility (30D): 1 LSTM Polarity: 0 TextBlob Polarity: tweet2 : Tweet: RT @cultcommoncore: Dumping @Starbucks Is like dropping cable tv. You wonder how you paid SO much For such crap For SO long.… Stock: Starbucks Date: 31/01/2017 Last Price: 55.22 1-Day Return: 0.012314379 2-Day Return: 0.016298443 3-Day Return: 0.016298443 7-Day Return: 0.058312206 PX VOLUME: 14307985 Volatility (10D): 23.916 Volatility (30D): 17.298 LSTM Polarity: -1 TextBlob Polarity: 0

Based on the tweet, the predicted stock return for CBS is negative while the predicted stock return for Starbucks is positive.

Analyze the sentiment and stock price movement.

Tweet: RT @DrJimmyStar: Check out Mens Encore by Fiesso Black Leather Driving Shoes Size 12 https://t.co/QzMHHh7Cbv @eBay Stock: Date: Last Price: 1-Day Return: 2-Day Return: 3-Day Return: 7-Day Return: PX VOLUME: Volatility (10D): Volatility (30D): LSTM Polarity: TextBlob Polarity:

The sentiment of the tweet is positive as it is promoting a product. Without information on the stock details such as date, price movement, and polarity, it is difficult to analyze the correlation between the tweet and stock price movement.

Compare the stock price movement and sentiment analysis between two companies.

tweet1 : Tweet: RT @cultcommoncore: Dumping @Starbucks Is like dropping cable tv. You wonder how you paid SO much For such crap For SO long.… Stock: Starbucks Date: 31/01/2017 Last Price: 55.22 1-Day Return: 0.012314379 2-Day Return: 0.016298443 3-Day Return: 0.016298443 7-Day Return: 0.058312206 PX VOLUME: 14307985 Volatility (10D): 23.916 Volatility (30D): 17.298 LSTM Polarity: -1 TextBlob Polarity: 0 tweet2 : Tweet: RT @DrJimmyStar: Check out Mens Encore by Fiesso Black Leather Driving Shoes Size 12 https://t.co/QzMHHh7Cbv @eBay Stock: Date: Last Price: 1-Day Return: 2-Day Return: 3-Day Return: 7-Day Return: PX VOLUME: Volatility (10D): Volatility (30D): LSTM Polarity: TextBlob Polarity:

The first company is Starbucks, with a positive sentiment in the tweet and a stock price increase over the past week. The second company's stock data and sentiment analysis are not provided.

Predict the stock return based on the tweet.

tweet1 : Tweet: RT @cultcommoncore: Dumping @Starbucks Is like dropping cable tv. You wonder how you paid SO much For such crap For SO long.… Stock: Starbucks Date: 31/01/2017 Last Price: 55.22 1-Day Return: 0.012314379 2-Day Return: 0.016298443 3-Day Return: 0.016298443 7-Day Return: 0.058312206 PX VOLUME: 14307985 Volatility (10D): 23.916 Volatility (30D): 17.298 LSTM Polarity: -1 TextBlob Polarity: 0 tweet2 : Tweet: RT @DrJimmyStar: Check out Mens Encore by Fiesso Black Leather Driving Shoes Size 12 https://t.co/QzMHHh7Cbv @eBay Stock: Date: Last Price: 1-Day Return: 2-Day Return: 3-Day Return: 7-Day Return: PX VOLUME: Volatility (10D): Volatility (30D): LSTM Polarity: TextBlob Polarity:

Based on the negative sentiment in the tweet towards Starbucks, it is likely that the stock return will decline in the short term.

Analyze the sentiment and stock price movement.

Tweet: eBay Stock: 31/01/2017 Date: 31.83 Last Price: 0.010681747 1-Day Return: 0.021363494 2-Day Return: 0.021363494 3-Day Return: -0.0578071 7-Day Return: 9469076 PX VOLUME: 33.029 Volatility (10D): 22.932 Volatility (30D): 1 LSTM Polarity: -0.166666667 TextBlob Polarity:

Neutral sentiment towards eBay. The stock price had a positive movement on the 1-day return but dropped significantly on the 3-day return. Overall, the stock has been volatile with a high 10-day volatility but low 30-day volatility.

Compare the stock price movement and sentiment analysis between two companies.

tweet1 : Tweet: RT @DrJimmyStar: Check out Mens Encore by Fiesso Black Leather Driving Shoes Size 12 https://t.co/QzMHHh7Cbv @eBay Stock: Date: Last Price: 1-Day Return: 2-Day Return: 3-Day Return: 7-Day Return: PX VOLUME: Volatility (10D): Volatility (30D): LSTM Polarity: TextBlob Polarity: tweet2 : Tweet: eBay Stock: 31/01/2017 Date: 31.83 Last Price: 0.010681747 1-Day Return: 0.021363494 2-Day Return: 0.021363494 3-Day Return: -0.0578071 7-Day Return: 9469076 PX VOLUME: 33.029 Volatility (10D): 22.932 Volatility (30D): 1 LSTM Polarity: -0.166666667 TextBlob Polarity:

Both companies are mentioned in tweets, with one tweet promoting a product on eBay and the other tweet specifically mentioning eBay. The stock price movement for the second company shows positive returns over the short term, while sentiment analysis indicates a slightly negative sentiment based on LSTM polarity. However, the first company's stock information is missing, so a direct comparison cannot be made.

Predict the stock return based on the tweet.

tweet1 : Tweet: RT @DrJimmyStar: Check out Mens Encore by Fiesso Black Leather Driving Shoes Size 12 https://t.co/QzMHHh7Cbv @eBay Stock: Date: Last Price: 1-Day Return: 2-Day Return: 3-Day Return: 7-Day Return: PX VOLUME: Volatility (10D): Volatility (30D): LSTM Polarity: TextBlob Polarity: tweet2 : Tweet: eBay Stock: 31/01/2017 Date: 31.83 Last Price: 0.010681747 1-Day Return: 0.021363494 2-Day Return: 0.021363494 3-Day Return: -0.0578071 7-Day Return: 9469076 PX VOLUME: 33.029 Volatility (10D): 22.932 Volatility (30D): 1 LSTM Polarity: -0.166666667 TextBlob Polarity:

Neutral

Analyze the sentiment and stock price movement.

Tweet: @amazon has your back when it comes to food shopping with tech replacing queues, just grab and go https://t.co/D83kIqFMAK Stock: Amazon Date: 31/01/2017 Last Price: 823.48 1-Day Return: 0.008379074 2-Day Return: 0.014924467 3-Day Return: 0.014924467 7-Day Return: -0.001262933 PX VOLUME: 3137196 Volatility (10D): 13.447 Volatility (30D): 16.992 LSTM Polarity: -1 TextBlob Polarity: 0

The sentiment of the tweet is positive, highlighting Amazon's convenience in food shopping. The stock price of Amazon has shown a positive movement over the 1-day, 2-day, and 3-day periods, but a slight decrease over the 7-day period. The volatility of the stock is moderate.

Compare the stock price movement and sentiment analysis between two companies.

tweet1 : Tweet: eBay Stock: 31/01/2017 Date: 31.83 Last Price: 0.010681747 1-Day Return: 0.021363494 2-Day Return: 0.021363494 3-Day Return: -0.0578071 7-Day Return: 9469076 PX VOLUME: 33.029 Volatility (10D): 22.932 Volatility (30D): 1 LSTM Polarity: -0.166666667 TextBlob Polarity: tweet2 : Tweet: @amazon has your back when it comes to food shopping with tech replacing queues, just grab and go https://t.co/D83kIqFMAK Stock: Amazon Date: 31/01/2017 Last Price: 823.48 1-Day Return: 0.008379074 2-Day Return: 0.014924467 3-Day Return: 0.014924467 7-Day Return: -0.001262933 PX VOLUME: 3137196 Volatility (10D): 13.447 Volatility (30D): 16.992 LSTM Polarity: -1 TextBlob Polarity: 0

The stock price of eBay showed higher volatility compared to Amazon in the short term. eBay had a negative sentiment according to LSTM analysis, while Amazon had a positive sentiment according to TextBlob analysis.

Predict the stock return based on the tweet.

tweet1 : Tweet: eBay Stock: 31/01/2017 Date: 31.83 Last Price: 0.010681747 1-Day Return: 0.021363494 2-Day Return: 0.021363494 3-Day Return: -0.0578071 7-Day Return: 9469076 PX VOLUME: 33.029 Volatility (10D): 22.932 Volatility (30D): 1 LSTM Polarity: -0.166666667 TextBlob Polarity: tweet2 : Tweet: @amazon has your back when it comes to food shopping with tech replacing queues, just grab and go https://t.co/D83kIqFMAK Stock: Amazon Date: 31/01/2017 Last Price: 823.48 1-Day Return: 0.008379074 2-Day Return: 0.014924467 3-Day Return: 0.014924467 7-Day Return: -0.001262933 PX VOLUME: 3137196 Volatility (10D): 13.447 Volatility (30D): 16.992 LSTM Polarity: -1 TextBlob Polarity: 0

Based on the tweet, the predicted stock return for eBay is negative for the 3-day return. For Amazon, the predicted stock return is positive for the 3-day return.

Analyze the sentiment and stock price movement.

Tweet: RT @tarastrong: Just got @facebook back! I REALLY want to thank you all for your support. Being able to speak out against bullies is SO IMP… Stock: Date: Last Price: 1-Day Return: 2-Day Return: 3-Day Return: 7-Day Return: PX VOLUME: Volatility (10D): Volatility (30D): LSTM Polarity: TextBlob Polarity:

Sentiment analysis of the tweet shows positive sentiment. The stock price movement is not provided.

Compare the stock price movement and sentiment analysis between two companies.

tweet1 : Tweet: @amazon has your back when it comes to food shopping with tech replacing queues, just grab and go https://t.co/D83kIqFMAK Stock: Amazon Date: 31/01/2017 Last Price: 823.48 1-Day Return: 0.008379074 2-Day Return: 0.014924467 3-Day Return: 0.014924467 7-Day Return: -0.001262933 PX VOLUME: 3137196 Volatility (10D): 13.447 Volatility (30D): 16.992 LSTM Polarity: -1 TextBlob Polarity: 0 tweet2 : Tweet: RT @tarastrong: Just got @facebook back! I REALLY want to thank you all for your support. Being able to speak out against bullies is SO IMP… Stock: Date: Last Price: 1-Day Return: 2-Day Return: 3-Day Return: 7-Day Return: PX VOLUME: Volatility (10D): Volatility (30D): LSTM Polarity: TextBlob Polarity:

In the case of Amazon, the stock price showed a positive upward movement over the 1-day, 2-day, and 3-day period, but a slight decline over the 7-day period. The sentiment analysis showed negative sentiment based on LSTM polarity. For the second company (not provided), no stock price or sentiment analysis data is available.

Predict the stock return based on the tweet.

tweet1 : Tweet: @amazon has your back when it comes to food shopping with tech replacing queues, just grab and go https://t.co/D83kIqFMAK Stock: Amazon Date: 31/01/2017 Last Price: 823.48 1-Day Return: 0.008379074 2-Day Return: 0.014924467 3-Day Return: 0.014924467 7-Day Return: -0.001262933 PX VOLUME: 3137196 Volatility (10D): 13.447 Volatility (30D): 16.992 LSTM Polarity: -1 TextBlob Polarity: 0 tweet2 : Tweet: RT @tarastrong: Just got @facebook back! I REALLY want to thank you all for your support. Being able to speak out against bullies is SO IMP… Stock: Date: Last Price: 1-Day Return: 2-Day Return: 3-Day Return: 7-Day Return: PX VOLUME: Volatility (10D): Volatility (30D): LSTM Polarity: TextBlob Polarity:

Based on tweet1, the stock return for Amazon is expected to be positive in the short term.

Analyze the sentiment and stock price movement.

Tweet: Facebook Stock: 31/01/2017 Date: 130.32 Last Price: 0.005064457 1-Day Return: 0.01427256 2-Day Return: 0.01427256 3-Day Return: -0.007289748 7-Day Return: 19790484 PX VOLUME: 15.121 Volatility (10D): 16.219 Volatility (30D): 1 LSTM Polarity: 0 TextBlob Polarity:

The sentiment analysis results are not provided in the input. The stock price showed a 1-day return of 0.01427256 and a 2-day return of 0.01427256, but a decrease in the 3-day return of -0.007289748. The 7-day return is unusually high at 19790484, likely indicating an anomaly in the data. The stock has shown volatility in the past 10 days at 16.219 and 30 days at 1. The LSTM polarity is 0, and no information is provided about the TextBlob polarity.

Compare the stock price movement and sentiment analysis between two companies.

tweet1 : Tweet: RT @tarastrong: Just got @facebook back! I REALLY want to thank you all for your support. Being able to speak out against bullies is SO IMP… Stock: Date: Last Price: 1-Day Return: 2-Day Return: 3-Day Return: 7-Day Return: PX VOLUME: Volatility (10D): Volatility (30D): LSTM Polarity: TextBlob Polarity: tweet2 : Tweet: Facebook Stock: 31/01/2017 Date: 130.32 Last Price: 0.005064457 1-Day Return: 0.01427256 2-Day Return: 0.01427256 3-Day Return: -0.007289748 7-Day Return: 19790484 PX VOLUME: 15.121 Volatility (10D): 16.219 Volatility (30D): 1 LSTM Polarity: 0 TextBlob Polarity:

The stock price movement for tweet1 is not provided, but sentiment analysis shows positive sentiment. The stock price movement for tweet2 shows a positive trend with slight volatility, and sentiment analysis shows neutral sentiment.

Predict the stock return based on the tweet.

tweet1 : Tweet: RT @tarastrong: Just got @facebook back! I REALLY want to thank you all for your support. Being able to speak out against bullies is SO IMP… Stock: Date: Last Price: 1-Day Return: 2-Day Return: 3-Day Return: 7-Day Return: PX VOLUME: Volatility (10D): Volatility (30D): LSTM Polarity: TextBlob Polarity: tweet2 : Tweet: Facebook Stock: 31/01/2017 Date: 130.32 Last Price: 0.005064457 1-Day Return: 0.01427256 2-Day Return: 0.01427256 3-Day Return: -0.007289748 7-Day Return: 19790484 PX VOLUME: 15.121 Volatility (10D): 16.219 Volatility (30D): 1 LSTM Polarity: 0 TextBlob Polarity:

Based on the tweet, it is difficult to predict the stock return accurately. The tweet does not provide specific information related to the stock's performance.

Analyze the sentiment and stock price movement.

Tweet: RT @prosper_p_r: The incredible @VanessaKirby at the #sagawards2017! #thecrown @netflix https://t.co/AR3qhBdILX Stock: Date: Last Price: 1-Day Return: 2-Day Return: 3-Day Return: 7-Day Return: PX VOLUME: Volatility (10D): Volatility (30D): LSTM Polarity: TextBlob Polarity:

Sentiment: Neutral Stock Price Movement: No information provided.

Compare the stock price movement and sentiment analysis between two companies.

tweet1 : Tweet: Facebook Stock: 31/01/2017 Date: 130.32 Last Price: 0.005064457 1-Day Return: 0.01427256 2-Day Return: 0.01427256 3-Day Return: -0.007289748 7-Day Return: 19790484 PX VOLUME: 15.121 Volatility (10D): 16.219 Volatility (30D): 1 LSTM Polarity: 0 TextBlob Polarity: tweet2 : Tweet: RT @prosper_p_r: The incredible @VanessaKirby at the #sagawards2017! #thecrown @netflix https://t.co/AR3qhBdILX Stock: Date: Last Price: 1-Day Return: 2-Day Return: 3-Day Return: 7-Day Return: PX VOLUME: Volatility (10D): Volatility (30D): LSTM Polarity: TextBlob Polarity:

The first company, Facebook, had a positive stock price movement with a 1-day return of 0.01427256 and a 3-day return of -0.007289748. The sentiment analysis shows a LSTM Polarity of 0. The second company's stock price movement and sentiment analysis information is not provided in the input.

Predict the stock return based on the tweet.

tweet1 : Tweet: Facebook Stock: 31/01/2017 Date: 130.32 Last Price: 0.005064457 1-Day Return: 0.01427256 2-Day Return: 0.01427256 3-Day Return: -0.007289748 7-Day Return: 19790484 PX VOLUME: 15.121 Volatility (10D): 16.219 Volatility (30D): 1 LSTM Polarity: 0 TextBlob Polarity: tweet2 : Tweet: RT @prosper_p_r: The incredible @VanessaKirby at the #sagawards2017! #thecrown @netflix https://t.co/AR3qhBdILX Stock: Date: Last Price: 1-Day Return: 2-Day Return: 3-Day Return: 7-Day Return: PX VOLUME: Volatility (10D): Volatility (30D): LSTM Polarity: TextBlob Polarity:

Unable to predict stock return based on the tweet.

Analyze the sentiment and stock price movement.

Tweet: Netflix Stock: 31/01/2017 Date: 140.71 Last Price: 0.003624476 1-Day Return: 0.012365859 2-Day Return: 0.012365859 3-Day Return: -0.004264089 7-Day Return: 4411631 PX VOLUME: 27.398 Volatility (10D): 24.135 Volatility (30D): 1 LSTM Polarity: 1 TextBlob Polarity:

The sentiment analysis of the tweet is positive. The stock price movement shows a 1-day positive return followed by a negative return on day 3 and a significant increase in price on day 7. The volatility has been high in the short term and low in the long term.

Compare the stock price movement and sentiment analysis between two companies.

tweet1 : Tweet: RT @prosper_p_r: The incredible @VanessaKirby at the #sagawards2017! #thecrown @netflix https://t.co/AR3qhBdILX Stock: Date: Last Price: 1-Day Return: 2-Day Return: 3-Day Return: 7-Day Return: PX VOLUME: Volatility (10D): Volatility (30D): LSTM Polarity: TextBlob Polarity: tweet2 : Tweet: Netflix Stock: 31/01/2017 Date: 140.71 Last Price: 0.003624476 1-Day Return: 0.012365859 2-Day Return: 0.012365859 3-Day Return: -0.004264089 7-Day Return: 4411631 PX VOLUME: 27.398 Volatility (10D): 24.135 Volatility (30D): 1 LSTM Polarity: 1 TextBlob Polarity:

Company 1: - Stock: - Date: - Last Price: - 1-Day Return: - 2-Day Return: - 3-Day Return: - 7-Day Return: - PX VOLUME: - Volatility (10D): - Volatility (30D): - LSTM Polarity: - TextBlob Polarity: Company 2: - Stock: 31/01/2017 - Last Price: 140.71 - 1-Day Return: 0.003624476 - 2-Day Return: 0.012365859 - 3-Day Return: -0.004264089 - 7-Day Return: 4411631 - PX VOLUME: 27.398 - Volatility (10D): 24.135 - Volatility (30D): 1 - LSTM Polarity: 1 - TextBlob Polarity: Please provide the necessary information for Company 1 in order to compare the stock price movement and sentiment analysis with Company 2.

Predict the stock return based on the tweet.

tweet1 : Tweet: RT @prosper_p_r: The incredible @VanessaKirby at the #sagawards2017! #thecrown @netflix https://t.co/AR3qhBdILX Stock: Date: Last Price: 1-Day Return: 2-Day Return: 3-Day Return: 7-Day Return: PX VOLUME: Volatility (10D): Volatility (30D): LSTM Polarity: TextBlob Polarity: tweet2 : Tweet: Netflix Stock: 31/01/2017 Date: 140.71 Last Price: 0.003624476 1-Day Return: 0.012365859 2-Day Return: 0.012365859 3-Day Return: -0.004264089 7-Day Return: 4411631 PX VOLUME: 27.398 Volatility (10D): 24.135 Volatility (30D): 1 LSTM Polarity: 1 TextBlob Polarity:

Neutral

Analyze the sentiment and stock price movement.

Tweet: @AppleSupport @Apple omg! Innovation alert! Guess what! #change if Siri could reverse engineer dialogue depending our directional input via Stock: Date: Last Price: 1-Day Return: 2-Day Return: 3-Day Return: 7-Day Return: PX VOLUME: Volatility (10D): Volatility (30D): LSTM Polarity: TextBlob Polarity:

Sentiment: The tweet is positive, mentioning innovation and change in relation to Siri. Stock movement: Without the details of the stock information, it is not possible to analyze the correlation between the tweet and stock price movement.

Compare the stock price movement and sentiment analysis between two companies.

tweet1 : Tweet: Netflix Stock: 31/01/2017 Date: 140.71 Last Price: 0.003624476 1-Day Return: 0.012365859 2-Day Return: 0.012365859 3-Day Return: -0.004264089 7-Day Return: 4411631 PX VOLUME: 27.398 Volatility (10D): 24.135 Volatility (30D): 1 LSTM Polarity: 1 TextBlob Polarity: tweet2 : Tweet: @AppleSupport @Apple omg! Innovation alert! Guess what! #change if Siri could reverse engineer dialogue depending our directional input via Stock: Date: Last Price: 1-Day Return: 2-Day Return: 3-Day Return: 7-Day Return: PX VOLUME: Volatility (10D): Volatility (30D): LSTM Polarity: TextBlob Polarity:

Unfortunately, the given information for Apple is incomplete and does not provide any stock price movement or sentiment analysis data to compare with Netflix.

Predict the stock return based on the tweet.

tweet1 : Tweet: Netflix Stock: 31/01/2017 Date: 140.71 Last Price: 0.003624476 1-Day Return: 0.012365859 2-Day Return: 0.012365859 3-Day Return: -0.004264089 7-Day Return: 4411631 PX VOLUME: 27.398 Volatility (10D): 24.135 Volatility (30D): 1 LSTM Polarity: 1 TextBlob Polarity: tweet2 : Tweet: @AppleSupport @Apple omg! Innovation alert! Guess what! #change if Siri could reverse engineer dialogue depending our directional input via Stock: Date: Last Price: 1-Day Return: 2-Day Return: 3-Day Return: 7-Day Return: PX VOLUME: Volatility (10D): Volatility (30D): LSTM Polarity: TextBlob Polarity:

Based on the information provided in tweet1, the predicted stock return for Netflix on 31/01/2017 is positive.

Analyze the sentiment and stock price movement.

Tweet: Apple Stock: 31/01/2017 Date: 121.35 Last Price: 0.002307375 1-Day Return: 0.004944376 2-Day Return: 0.004944376 3-Day Return: -0.011372064 7-Day Return: 49200993 PX VOLUME: 9.114 Volatility (10D): 8.417 Volatility (30D): -1 LSTM Polarity: 0 TextBlob Polarity:

The sentiment analysis of the tweet is neutral. The stock price has shown a positive 1-day return, followed by a slight decrease on the 3-day return. The volatility is relatively low. The tweet may not have had a significant impact on the stock price movement.

Compare the stock price movement and sentiment analysis between two companies.

tweet1 : Tweet: @AppleSupport @Apple omg! Innovation alert! Guess what! #change if Siri could reverse engineer dialogue depending our directional input via Stock: Date: Last Price: 1-Day Return: 2-Day Return: 3-Day Return: 7-Day Return: PX VOLUME: Volatility (10D): Volatility (30D): LSTM Polarity: TextBlob Polarity: tweet2 : Tweet: Apple Stock: 31/01/2017 Date: 121.35 Last Price: 0.002307375 1-Day Return: 0.004944376 2-Day Return: 0.004944376 3-Day Return: -0.011372064 7-Day Return: 49200993 PX VOLUME: 9.114 Volatility (10D): 8.417 Volatility (30D): -1 LSTM Polarity: 0 TextBlob Polarity:

The sentiment analysis for both companies is not provided in the input. The stock price movement for Apple shows positive returns on the first and second day, while the third day shows a negative return. The volatility for Apple seems to be higher compared to the other company.

Predict the stock return based on the tweet.

tweet1 : Tweet: @AppleSupport @Apple omg! Innovation alert! Guess what! #change if Siri could reverse engineer dialogue depending our directional input via Stock: Date: Last Price: 1-Day Return: 2-Day Return: 3-Day Return: 7-Day Return: PX VOLUME: Volatility (10D): Volatility (30D): LSTM Polarity: TextBlob Polarity: tweet2 : Tweet: Apple Stock: 31/01/2017 Date: 121.35 Last Price: 0.002307375 1-Day Return: 0.004944376 2-Day Return: 0.004944376 3-Day Return: -0.011372064 7-Day Return: 49200993 PX VOLUME: 9.114 Volatility (10D): 8.417 Volatility (30D): -1 LSTM Polarity: 0 TextBlob Polarity:

Neutral

Analyze the sentiment and stock price movement.

Tweet: Check out If Love Is Blind Why is Lingerie Popular Ceramic Coffee Mugs | Ceramic Mugs https://t.co/5pSUELBCje via @eBay Stock: Date: Last Price: 1-Day Return: 2-Day Return: 3-Day Return: 7-Day Return: PX VOLUME: Volatility (10D): Volatility (30D): LSTM Polarity: TextBlob Polarity:

The sentiment of the tweet is neutral and does not provide significant information about the stock price movement. Further analysis is needed to determine the correlation between the tweet and the stock price.