With word embeddings, it is improbable that our model would recognize ‘*not’ as matching the word ‘not’. Our character-l

The Braves took three of the first four games in the NLCS and jumped out to a 2–0 advantage in Game 5 when Mookie Betts came to the rescue. Running in on a sinking fly from Dansby Swanson, Betts made the catch near his feet. His athletic throw home was just late, but Marcell Ozuna left early upon review. The double play flipped the momentum in a comeback 7–3 win.

Betts wasn’t done making life tough on Ozuna in the NLCS. With the Dodgers leading 3–0 in Game 6, Betts drifted back on a deep fly and timed the jump at the warning track perfectly to rob Ozuna of extra bases in a 3–1 win.

Credit Max Muncy with the assist. The Dodger first baseman yelled for Kershaw to step off as Manuel Margot took off for home. Kershaw successfully fired home just in time to prevent the Rays from tying the game in a 4–2 win.

Tony Gonsolin got some help against his first batter of the 2020 season when Betts prevented a leadoff triple by Ketel Marte, throwing across the field to get him at third base trying to stretch for a triple down the line. Betts’ catches will be remembered most, but this throw was as good as any.

We initialize a Ticker object for TSLA, then use the history method to extract stock data between the min and max dates contained in our tweets data, with an interval of sixty minutes.

To do this, we need to use v2 of the Twitter API — which is slightly different — but practically the same in functionality as v1. The full code, including API setup, is included below.

First, we need more data. Twitter offers the past seven days of data on their free API tier, so we will go back in 60-minute windows and extract ~100 tweets from within each of these windows.

Betts wasn’t the only Dodger making game-changing defensive plays in the NLCS. With the Braves leading 3–2 in Game 7 with two runners in scoring position, Turner started a rundown, tagged out Swanson then wisely finished an inning-ending double play with a throw to third to get Austin Riley in another comeback win.

(Editor’s note: Dodger Insider will compile top 10 lists throughout the offseason, reflecting on the 2020 season. This edition is the top Dodger defensive plays of the year.)

It’s clear that the Twitter sentiment and stock price are correlated during this week. Of course, a larger timespan would provide greater confidence — but this provides us with an initial positive outcome to investigate further.

It’s clear that the Twitter sentiment and stock price are correlated during this week. Of course, a larger timespan would provide greater confidence — but this provides us with an initial positive outcome to investigate further.

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point. As Kate Morgan explains, quick sales like Prime Day are designed to hack our brains, tapping into scarcity bias (valuing something more when there’s a limited supply) and social proof bias (believing that just because hundreds of people did or bought something, it must be good).

TSLA stock prices Monday-Friday. The sentiment (originally scored from -1 to 1 has been multiplied to accentuate ve or -ve sentiment, and centered on the average stock price value for the week.

API v2 allows us to include a specific language in our search query, so when adding (lang:en) to query we filter out anything that isn’t en (English) — leaving us with ~12K tweets.

The Dodgers and upstart Padres had plenty of memorable battles in 2020. Chris Taylor finished this one with an exclamation mark on a catch and throw home to get Trent Grisham tagging for the win.