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## Stock Network Discovery Dashboard `Demo`

### Starting date:

Starting date (MM-DD-YYYY)

The current starting date is 01-01-2022

### Ending date:

Ending date (MM-DD-YYYY)

The current ending date is 01-01-2024

### Pick stocks:

Would you like to pick your stocks or select a number of top weighted stocks from S&P 500?

Method

Top weighted stocks

open

Select number of top weighted stocks in S&P 500:

The number of stocks is 20. At most 503 for computation accurary.

### Time series:

Would you like to plot the time series of daily variations (close - open) of these stocks?

Yes or no

No

open

### Correlation method:

Would you like to compute a network by thresholding correlations?

Yes or no

Yes

open

If so, what is the threshold:

There will be a connection between two stocks if their correlation is bigger than 0.5

* * *

Created by Coco Huang and Lulu Wang.

## Discover the hidden network and relationships among stocks

### Data

Number of stocks

20

Start

01-01-2022

End

01-01-2024

### Glasso algorithm discovered latent stock network: 85 connections

5 6 7 8 9 10 11 12 13 Node Connections

plotly-logomark

### Correlation method discovered latent stock network: 53 connections.

0 2 4 6 8 10 Node Connections

plotly-logomark

Made with Streamlit