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R script that collects stock equity information

Overall Scope:

Required Language: R, a programming language for statistical computing and graphics

Deliverable: R Script with detailed # comments

Summary: Write R script that collects stock equity information and news for analysis

Variables include:

Stock fundamentals: Symbol, Company Name, Security Type, Security Price, % Price Change Today, Price Performance (15, 90 days), Volume Averages, Exchange, Sector, Industry, Sub-Industry, marketcap, pe, eps, beta, price

News Stories: Collect relevant news stories regarding each equity that meets a given criteria (e.g., % Price Change Today between 5-50%) Sources can be Yahoo!, Google Finance, etc.

Steps required:

1. Load required packages

2. Collect stock fundamentals based on desired filter (e.g., % Price Change from previous day between 5-50%), Only major exchanges

3. Collect news stories for each stock

4. Place into a corpus

5. Keep only sentences where that include the full company name (e.g., “Apple computer today announced……”) Discard sentences that are not relevant to the stock in question

6. Perform data prep on corpus: apply English stop words, drop caps, delete numbers, etc.

7. Collapse resulting data into one row per stock in a data frame

8. Include the stock ticker and company name in the row along with the collapsed news stories

9. Include all data above (fundamentals, news, tickers, etc.) in one data frame

Attached files:

"Sample Stock.R" is some R script I put together that scrapes news and prepares data in steps above

"[url removed, login to view]" Is and example of final output I am looking for from this project

I am open to including other types of data including: twitter, google trends, etc.

Kemahiran: Excel, Bahasa Pengaturcaraan R, Statistik

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Tentang Majikan:
( 0 ulasan ) Canton, United States

ID Projek: #16162639

Dianugerahkan kepada:


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I'm an Engineer in Statistics and Applied Economics, i've got many skills and expertise that will allow me achieving perfectly all the projects and assignments because my priority is your satisfaction I am a master of Lagi

$250 USD dalam 3 hari
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$500 USD dalam 3 hari
(39 Ulasan)

Hello I am an engineer in operational research and decision support I master R and programming with r data mining , scrapping data please contact me for more details about the project best regards

$155 USD dalam 3 hari
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$150 USD dalam 3 hari
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$200 USD dalam 5 hari
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$277 USD dalam 7 hari
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