Notes 7/16/23 Start to wrap up

 Time to start wrapping up with 2 meeting left.

Excellent work done by the UCONN team, Wilton team and Sonok from Westhill.

For next meeting the teams should focus on completing  any outstanding code.

Write summary of the process.

1. How to run code (needs to be on both Github and VM)
2. Documentation inside code with diagrams including sites 
3. Data that you are using with links and how you access e.g. api/scrap?
4. What the process is expected to produce technically
5. Sample of output from process
6. What business insight the results can produce (price predictions? positive/negative sentiment.

Notes 7/9/23

 Great meeting on Friday. 

UCONN and Wilton teams made excellent progress 

Please deliver any code so we can put on Blog. https://uconn-sa.blogspot.com/

Three weeks left so we need to put all of this fantastic development together to build a financial news sentiment analysis system for the fall.

Wilton team continues to build really great code development leveraging SEC filings.

I want Sonok to join the Wilton team since the Westhill team has not been able to contribute to this project.

Sonok sonokmahapatra@gmail.com please reach out to Arjun arjunnipatel@gmail.com to work on the SEC process.

Arjun, please deliver new code so I can include in the blog.

Both teams should start thinking about putting everything together. Having daily gathering of a list of stocks we are monitoring and scoring titles and targeted sentences (looking for sentences that contain the phrase earnings growth) and running thru the google sentiment API.

Notes 7/5/23

 Great progress with the UCONN and Wilton teams.

Westhill team has not sent any status reports, not sure if they are still participating.

Moving onto Sentiment, codelab link below.

https://codelabs.developers.google.com/codelabs/cloud-natural-language-python3?hl=en#0

Using the Natural Language API with Python | Google Codelabs In this tutorial, you will learn to use the Natural Language API with Python. codelabs.developers.google.com



Created a datastore kind for stock news. 

Name	Type	Value	Indexed	Actions
article	TEXT	For the third time in as many days, Tesla (TSLA) stock received a downgrade Friday, as analysts expect waning consumer demand and increased competition in China to cut into Tesla's value. The stock slumped Friday after jumping around 2% Thursday. DZ Bank double downgraded Tesla stock to a sell rating, down from its previous buy rating. The firm has a 210 price target on Tesla. The move from DZ Bank follows downgrades from Morgan Stanley and Barclays this week. On Thursday, Morgan Stanley downgraded Tesla to equal weight, from overweight, and hiked its share price target to 250, up from 200 and about 5% below where shares closed on Thursday. The note cited Tesla as an artificial intelligence (A.I.) beneficiary as well as an auto company. Morgan Stanley's view is that high expectations on A.I. have brought Tesla stock to a fair valuation. "We're not trying to call 'the end' to the Tesla rally," Morgan Stanley analyst Adam Jonas made clear on Thursday. "And from our discussions (we) continue to find a significant degree of investor skepticism/lack of exposure around the name." Jonas added that despite the downgrade, Morgan Stanley views Tesla as a "must own" in an EV portfolio and as an industrial "standard-bearer" for electric transport and renewable energy economy. "Despite the recent rally, we expect material negative revisions for Tesla consensus earnings forecasts," Jonas told investors. Morgan Stanley forecasts "intensifying competition" from China's EV players and slowing auto demand from consumers both present growing risks for Tesla stock. Jonas sees Tesla stock in a bull case hitting 450 and in a bear case 90, over the next 12 months. Tesla stock dropped 3% to 256.60 Friday during market trade. On Thursday, shares jumped around 2% to 264.61. Tesla stock slumped 5.4% to 259.46 Wednesday. On Tuesday, shares jumped 5.3% to 274.31. Wednesday morning, Barclays analyst Dan Levy also downgraded Tesla stock to equal weight, down from overweight. Levy hiked the firm's TSLA price target to 260, up from the previous 220. The Barclays analyst wrote the stock's recent rally has been "too sharp relative to challenging near-term fundamentals." Levy told investors questions about margins and demand for Tesla vehicles remain concerns. Tesla Stock TSLA has advanced around 30% in June. Last week, the stock jumped more than 6% despite two straight consecutive sessions with losses. Before shares slipped last Wednesday, Tesla enjoyed a run of 13 straight gains. Shares are up around 140% since Jan. 3. However, Tesla is down 36% from the all-time high 414 it hit in November 2021. Tesla is well extended past a 207.79 buy point from what's either a cup or a double-bottom base. Shares are more than 30% above their 200-day/40-week moving average. That's the most extended they've been since the stock marked its peak in November 2021. Tesla stock ranks third in IBD's automaker industry group. It has a 99 Composite Rating out of 99. Tesla has a 90 Relative Strength Rating and its EPS Rating is 93 out of 99.
date	DATETIME	June 30, 2023 at 2:43:00.000 PM UTC-4
ticker	STRING
title	STRING	Tesla Stock Handed Third Downgrade In Three Days; Analyst Sees Stock As A 'Must Own'

Four fields, ticker for stock symbol, date for news, title a string of the news headline and article which is a text field for the news body.

Like for the UCONN team to run sentiment module on the title field and record the score and magnitude in a datastore kind.

Wilton team can continue the excellent work on SEC and run sentiment on sections that they have successfully pull out via API.

Please send status reports before Friday's call.