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VishalSinghParmar2001 / Relating-Social-Media-to-Stock-Movement-Public

We explore the application of Machine Learning for predicting the return of the stock by using the information of stock returns. A trading strategy based on this analysis leads to increased trading profits up to three times compared with a simple buy and hold strategy.
Apache License 2.0
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Arrange a pipeline to simplify work and implement different algorithms, also plot visualizations for better understanding of dataset. #9

Closed Praj-17 closed 2 years ago

Praj-17 commented 2 years ago

Feature description

Hello there, I am Prajwal Waykos, Data Science and ML enthusiast. I also am very keen on the stock market and have 2 years of stock trading experience. You can visit my shared links for more information.

I have the following suggestions.

  1. Re-arrange files and codes so that everything runs in a single click.
  2. Have a better understanding of data by the means of detailed, in-depth EDA and some good Data Visualizations.
  3. Try a variety of other algorithms as discussed in a previous issue and then do a comparative study on them.
  4. Also, as rightly mentioned in the PDF, nothing is certain in the stock market hence we will also need to keep on enlarging our Datasets with their quality.
  5. Work on some EDA for better understanding.
  6. Work on Data Preprocessing.

I am a GSSOC '22 Participant and want to work on this project for its betterment.

THE LINK HUB

Email 1 - pwaykos1@gmail.com 2- prajwal.22010591@viit.ac.in

Resume https://drive.google.com/file/d/1XG5AX_hk46MBHciLqpEn3w2j_HqlpOev/view?usp=sharing

LinkedIn https://www.linkedin.com/in/prajwal-waykos-a78105207/

My Website http://prajtech.xyz/

Twitter https://twitter.com/waykos_prajwal

Git Hub https://github.com/Praj-17

Drive Sharable https://drive.google.com/drive/u/2/folders/1WTgYq3rXPaE8_qHWLkPcmdkUkz_-ghWP

Tableau https://public.tableau.com/app/profile/prajwal.waykos

Hacker Rank https://www.hackerrank.com/prajwal_22010591

Phone - 1.- +917249542810

    • +919405398736

Facebook https://www.facebook.com/prajwal.waykos

Instagram https://www.instagram.com/the_resurrection17/

👀 Have you spent some time to check if this issue has been raised before?

🏢 Have you read the Code of Conduct?

ricardoprins commented 2 years ago

Hi!

No need to add resume to PRs lol

Do you think you could break down your proposal in different issues? Let me just break down what you've proposed so far:

Re-arrange files and codes so that everything runs in a single click. (this would be awesome) Have a better understanding of data by the means of detailed, in-depth EDA and some good Data Visualizations. (this would be awesome) Try a variety of other algorithms as discussed in a previous issue and then do a comparative study on them. (#7 ) Enlarging our Datasets with their quality (I don't see how this could become an issue though) Work on some EDA for better understanding. (redundant) Work on Data Preprocessing. (#8 is working on this already?)

Let's further the discussion here and work on your proposed tasks!

Praj-17 commented 2 years ago

Sure ill work on re-arrangement first and then on visualization with in-depth EDA. Please assign these issues to me. As separate issues or in a single issue, whichever you see fit.

ricardoprins commented 2 years ago

It would be more interesting if you could split the tasks into separate issues - specifically for the GSSoC format, it would be beneficial.

I'll close this issue then and wait for your new ones - I'll assign you to them as soon as you've created them.

Praj-17 commented 2 years ago

Sure! Go for it.. Waiting! 😇