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title, keywords, date, type, status, excerpt

title	keywords	date	type	status	excerpt
Behavioural Analysis	stocks behaviour analysis ba headlines snews wsb watchlist popular spac trending stalking bullbear messages inter sentiment Google Twitter Reddit Stocktwits SentimentInvestor Cramer Jim mentions regions interest queries rise trend hist jcrd jctr	2022-05-23	guides	publish	An Introduction to the Behavioural Analysis menu, within the Stocks menu.

The Behavioural Analysis menu offers the user tools for gauging the overall public sentiment of a company online. The complexity of the tools range from message board scrapers to deep learning algorithms for financial analysis and prediction. Sentiment is particularly useful for momentum trading strategies, discovery, and general fundamental research. Navigate into the menu from the Stocks menu by entering, ba; or, using absolute paths from anywhere in the Terminal: /stocks/ba

How to use

The commands with text, representing commands, do not require a ticker, faded commands will turn light blue when there is a ticker loaded.

(🦋) /stocks/ba/ $ load gme

Loading Daily GME stock with starting period 2019-05-20 for analysis.

Datetime: 2022 May 23 12:13
Timezone: America/New_York
Currency: USD
Market:   CLOSED
Company:  GameStop Corporation

(🦋) /stocks/ba/ $ ?

Some data sources will require a valid API key, which can be obtained for free and then set using the Keys menu. To use all the features in this menu, obtain free API keys from these providers:

• Finnhub
  
• Twitter
  
• Reddit
  
• Sentiment Investor
  

See the Set API keys for help with API keys in the Terminal.

Examples

As with every command, using the -h argument displays the help dialogue. Running the headlines command returns the following:

(🦋) /stocks/ba/ $ headlines

Alternatively, running the snews command returns the following:

(🦋) /stocks/ba/ $ snews

The Reddit functions will return popular tickers and posts, or measure sentiment for a particular stock. An example would be by looking at the threads that pop up on /r/wallstreetbets, famous for the GameStop short squeeze:

(🦋) /stocks/ba/ $ wsb

2022-05-23 10:00:12 - Daily Discussion Thread for May 23, 2022
https://old.reddit.com/r/wallstreetbets/comments/uvwq8z/daily_discussion_thread_for_may_23_2022/

Reddit Submission

| Subreddit      | Flair            | Score | # Comments | Upvote % | Awards      |
| -------------- | ---------------- | ----- | ---------- | -------- | ----------- |
| wallstreetbets | Daily Discussion | 195   | 9168       | 88%      | 3 Silver    |
|                |                  |       |            |          | 2 Helpful   |
|                |                  |       |            |          | 1 Wholesome |
|                |                  |       |            |          | 1 Got the   |

2022-05-21 11:34:21 - Most Anticipated Earnings Releases for the week beginning
May 23rd, 2022
https://old.reddit.com/r/wallstreetbets/comments/uul9fs/most_anticipated_earnings_releases_for_the_week/

Reddit Submission

| Subreddit      | Flair           | Score | # Comments | Upvote % | Awards           |
| -------------- | --------------- | ----- | ---------- | -------- | ---------------- |
| wallstreetbets | Earnings Thread | 960   | 1325       | 97%      | 1 Silver         |
|                |                 |       |            |          | 5 Helpful        |
|                |                 |       |            |          | 3 Wholesome      |
|                |                 |       |            |          | 1 Take My Energy |
|                |                 |       |            |          | 1 Sne            |

The Behavioural Analysis menu also has the ability to scan for sentiment on multiple platforms including Twitter and Google with sentiment, infer and queries.

(🦋) /stocks/ba/ $ sentiment -c
From 2022-05-23 retrieving 360 tweets (15 tweets/hour)
From 2022-05-22 retrieving 360 tweets (15 tweets/hour)
From 2022-05-21 retrieving 360 tweets (15 tweets/hour)
From 2022-05-20 retrieving 360 tweets (15 tweets/hour)
From 2022-05-19 retrieving 360 tweets (15 tweets/hour)
From 2022-05-18 retrieving 360 tweets (15 tweets/hour)
From 2022-05-17 retrieving 360 tweets (15 tweets/hour)

(🦋) /stocks/ba/ $ infer
From: 2022-05-23 18:21:12
To:   2022-05-23 18:30:36
100 tweets were analyzed.
Frequency of approx 1 tweet every 6 seconds.
The summed compound sentiment of GME is: 18.42
The average compound sentiment of GME is: 0.18
Of the last 100 tweets, 41.00 % had a higher positive sentiment
Of the last 100 tweets, 19.00 % had a higher negative sentiment

(🦋) /stocks/ba/ $ queries

 Top GME's related queries

| query           | value |
|-----------------|-------|
| stock gme       | 100%  |
| amc             | 29%   |
| amc stock       | 24%   |
| gme price       | 23%   |
| gme stock price | 14%   |
| gme share       | 7%    |
| gme share price | 6%    |
| reddit          | 6%    |
| gme reddit      | 6%    |
| bb              | 5%    |

The sentiment command returns the following:

More advanced techniques can also be applied by using tools from Sentiment Investor that analyzes millions of messages to show the most talked about stocks by hour. This has the ability to show the most trending tickers with trending and historical sentiment data with hist.

(🦋) /stocks/ba/ $ trending

Most trending stocks at 2022-05-23 00:00

| TICKER | TOTAL | LIKES  | RHI  | AHI  |
|--------|-------|--------|------|------|
| SPY    | 89.00 | 43.00  | 1.22 | 1.26 |
| AMC    | 80.00 | 155.00 | 1.07 | 1.18 |
| TSLA   | 80.00 | 78.00  | 1.07 | 1.34 |
| BTC    | 62.00 | 74.00  | 1.14 | 1.09 |
| NIO    | 50.00 | 14.00  | 1.17 | 1.15 |
| AAPL   | 28.00 | 4.00   | 0.66 | 0.75 |
| AMD    | 26.00 | 59.00  | 0.57 | 0.61 |
| NVAX   | 13.00 | 4.00   | 0.47 | 0.40 |
| NVDA   | 12.00 | 11.00  | 0.45 | 0.47 |
| DIS    | 12.00 | 1.00   | 0.69 | 0.44 |


(🦋) /stocks/ba/ $ hist -s 2022-05-01

Inspired by the Twitter user, @cramertracker, the final two features follow (CNBC Talking Head) Jim Cramer stock recommendations as satire that rings true.

(🦋) /stocks/ba/ $ jcdr

Jim Cramer Recommendations for 05/19


| Company                | Symbol | Price  | LastPrice | Change (%) | Recommendation |
|------------------------|--------|--------|-----------|------------|----------------|
| Apple                  | AAPL   | 137.35 | 142.38    | 3.53       | Buy            |
| AeroVironment          | AVAV   | 85.35  | 85.49     | 0.16       | Buy            |
| Alibaba                | BABA   | 87.69  | 87.04     | -0.75      | Sell           |
| Constellation Energy   | CEG    | 57.23  | 56.92     | -0.54      | Buy            |
| Costco                 | COST   | 422.93 | 427.93    | 1.17       | Buy            |
| DraftKings             | DKNG   | 14.15  | 13.89     | -1.87      | Buy            |
| Lockheed Martin        | LMT    | 425.62 | 433.71    | 1.87       | Buy            |
| Cloudflare             | NET    | 58.00  | 56.92     | -1.90      | Buy            |
| Northrop Grumman       | NOC    | 448.50 | 456.57    | 1.77       | Buy            |
| NVIDIA                 | NVDA   | 171.24 | 168.29    | -1.75      | Buy            |
| Palo Alto Networks     | PANW   | 436.37 | 502.69    | 13.19      | Buy            |
| PLBY Group             | PLBY   | 9.06   | 9.26      | 2.16       | Sell           |
| Raytheon Technologies  | RTX    | 90.25  | 91.87     | 1.76       | Buy            |
| SoFi Technologies      | SOFI   | 7.75   | 7.30      | -6.16      | Buy            |