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Sentiment Analysis on Indian Stock Market Data

₹37500-75000 INR

Closed
Posted almost 5 years ago

₹37500-75000 INR

Paid on delivery
HI , The objective of the project is to develop an end to end system which could 1. Ingest and store all Business and Stock news(from RSS feed or any other sources) into a Data Warehouse ( Could be redshift /MongoDB etc) - the News should be stored on a daily basis - the news need to stored on a server provided 2. Processing and storing the data per stock indices (all listed company in BSE and NSE) 3. Running sentiment analysis based on Python or R: - the Program should be scalable to process news feed across all the news feed - Create output which we could train on the actual data to check the accuracy - The output should be like positive or negative (positive supporting buy call/negative sell call) - pfa some of the algo and some of the works for reference 4. The Sentiment analysis should be work once a day and execution time should be 1-2 hours.
Project ID: 19923041

About the project

12 proposals
Remote project
Active 5 yrs ago

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12 freelancers are bidding on average ₹70,711 INR for this job
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Dear Employer, I have extensive experience in developing Python sentiment analysis using python well-known libraries such as sk-learn, scipy, pandas, etc. I also have experience in storing data on MongoDB. I can speed up the processing time use GPU if needed. Please let me know if you are interested.
₹52,777 INR in 7 days
4.9 (69 reviews)
5.4
5.4
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Hi I am a very experienced statistician, data scientist and academic writer. I have completed several PhD level thesis projects involving advanced statistical analysis of data. I have worked with data from several companies and have done projects involving high level quantitative analysis and data interpretation skills to study the trends, time behaviour and compare the variables in the data. I can do advanced level analysis in SPSS, R, PYTHON, WEKA, TABLEAU and EXCEL tools like machine learning, hypothesis testing, forecasting, T-test, ANOVA etc. Looking forward to discussion, Best Regards, Suyash
₹150,000 INR in 7 days
4.0 (34 reviews)
5.8
5.8
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I will do it for $100,000 USD, the reason why is because I have already developed something similar to it, much better than what you will get from anybody else for a price tag lower than $1,000,000 USD. Anyone who bids at what you are offering, is either an idiot who does not understand what he is doing or does not know what to do. This requires development of deep learning software with neural pathways. Historical modelling of sentiment to establish benchmarks and training a AI on it and using that to develop a self-correcting regression model scaled on correlation basis to -1 x 1 where 1 relates to strong keyword match for sentiment of stock movement, you then need to factor in the existing price movements of stock, and then further factor in time evaluation (lag between sentiment and price). You will also need to automate it and get parameters for data scraping, you would think company name would work... Nop. After developing this you will need to then use the model to integrate into Quant relations, as you will come to realise, stock price is not the best indicator for anything more than 6 months, and a better indicator would be its quants. Ofcourse you can ignore it if you only want short holds of a week to abuse trends... Also your output of buy and sell is too basic, you should have an output of possible recommend for long/short positions with corr, then you further analyse it based upon other markers and then short/long. You seriously should do more research.
₹74,977 INR in 200 days
5.0 (4 reviews)
4.8
4.8
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Hello, I have read the paper. I can extract news and build a stock prediction program. Please message me if you want to get this done. thanks
₹68,833 INR in 20 days
4.8 (6 reviews)
4.0
4.0
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Hi I am Shakul, an experienced python developer working in this field for the last 3 years. I come with a solid background in Machine Learning with a lot of successfully implemented projects like chatbots, twitter sentiment analysis and text mining. I completely understand your problem statement and have worked on pretty much all the field mentioned. I am an expert when it comes to big data processing (which will be surely required in this project as it involved gigabytes of data). Can we please discuss this over chat.
₹55,555 INR in 10 days
5.0 (1 review)
1.1
1.1
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I have strong working knowledge in machine learning and Dataa science. I recently done my academic project in sentimental analysis and have experience in it.
₹55,555 INR in 40 days
0.0 (0 reviews)
0.0
0.0
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Hey, I graduated from IIT Roorkee and come with a year of trading experience in derivates. I have worked on multiple python projects involving NLP, Text Processing and Machine Learning. Your project interests me more as being an algorithmic trader myself I can very well understand your problem statement. Although I am a new freelancer but I am looking to build a good profile and will deliver before time with all your requirements. May we please connect on chat to discuss this further?
₹50,000 INR in 15 days
0.0 (0 reviews)
0.0
0.0
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I have been working with Big data technologies I also have experience of performing sentimental analysis.
₹66,666 INR in 12 days
0.0 (0 reviews)
0.0
0.0
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I am data scientist i have completed many projects on sentiment analysis. I did projects using NLP, Neural Networks. I would like to work on it as i am intrested to work on sentiment analysis.
₹62,500 INR in 20 days
0.0 (0 reviews)
0.0
0.0

About the client

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Dubai, United Arab Emirates
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Member since Jun 8, 2019

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