Stock Market Prediction Using Machine Learning(ML)Algorithms by Muhammad UMER, Muhammad AWAIS, Muhammad MUZAMMUL

“…We obtained data from Yahoo Finance for Amazon (AMZN) stock, AAPL stock and GOOGLE stock after implementation LR we successfully predicted stock market trend for next month and also measured accuracy according to measurements.…”
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Development of a Stock Price Prediction Framework for Intelligent Media and Technical Analysis by Sibusiso T. Mndawe, Babu Sena Paul, Wesley Doorsamy

“…Data used in the experiments is mined and collected from news sites, tweets from Twitter and Yahoo Finance. The results from 2 experiments show an accuracy of 96% in predicting one of the major telecommunication companies listed on the JSE closing price movement while using the linear discriminant analysis model and an RMSE of 0.023 in predicting a significant telecommunication company closing price using encoder-decoder long short-term memory. …”
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Application of machine learning in stock index forecast by Kong, Jie Wei

“…Technical features of this stock were retrieved from widely available finance sites such as Yahoo Finance, and content features were obtained from tweets from selected accounts of the popular social media site, Twitter. …”
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Asset Allocation in Indonesian Stocks Using Portfolio Robust by Abdurakhman, Abdurakhman

“…The data used in this study is the daily closing price of the company's stock price for the period January 2, 2020 – January 2, 2022 (489 days) obtained from Yahoo! Finance. From the results of the data analysis, it can be concluded that the variance still plays an important role in determining the weight of the allocation of a portfolio. …”
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Net Transmitter of Stock Market Volatility and Safe Haven for Portfolio Investors in the Asian Dragons by Cheng-Wen Lee, Shu-Hui Chen, Andrian Dolfriandra Huruta, Christine Dewi, Abbott Po Shun Chen

“…The return and volatility spillover effects on Asian Dragons were investigated in this study. Yahoo Finance provided the monthly statistics (from August 1997 to December 2020). …”
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INDONESIAN CAPITAL MARKET REACTION TO COVID-19 AS A GLOBAL PANDEMIC by Novi Syaifatun Kamala, Muhammad Andryzal Fajar

“…This type of research was a quantitative research using secondary data of the stock daily data obtained from the official website of the Indonesia Stock Exchange at www.idx.co.id and also some other sites that support such as Yahoo Finance. Sampling techniques used were purposive sampling and as many as 44 companies that meet data completeness criteria. …”
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Data science approach to stock prices forecasting in Indonesia during Covid-19 using Long Short-Term Memory (LSTM) by Widodo Budiharto

“…We use the big data from Bank of Central Asia (BCA) and Bank of Mandiri from Indonesia obtained from Yahoo finance. In our experiments, we visualize the data using data science and predict and simulate the important prices called Open, High, Low and Closing (OHLC) with various parameters. …”
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REAKSI PASAR MODAL DARI DAMPAK PERISTIWA HARI BESAR AGAMA ISLAM TERHADAP ABNORMAL RETURN DAN TRADING VOLUME ACTIVITY SAHAM PERUSAHAAN INDEKS JII YANG TERDAFTAR DI BURSA EFEK INDONE... by Septiana Endang Subekti, Ika Yustina Rahmawati

“…Data sources are obtained from Yahoo Finance, Sahamok.com and IDX. The data used in this study are secondary data, such as stock closing prices, IHSG closing prices and stock trading volume. …”
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Stock Price Index Prediction Using Adaptive Neural Fuzzy Inference System by Rina Nopianti, Andreas Panudju, Angrian Permana

“…The survey was conducted to collect stock data from the Yahoo Finance website. The stock data used is data from 2001-2018. …”
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ESG investment relationship with financial performance of Russian companies by Anna I. Izgarova, Elena M. Rogova, Olga V. Bakhareva

“…Data were collected from news search engine Factiva and Yahoo!Finance. The data sample include news and stock prices over the period of 2019–2022. …”
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Exploring the role of domestic and foreign factors in Indonesian Islamic mutual funds by Muhammad Adnan

“…Data sources were obtained from the Central Bank of Indonesia, the Financial Services Authority, and Yahoo Finance. Data analysis used time series econometrics with the Error Correction Model (ECM) approach. …”
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A Nonlinear Autoregressive Distributed Lag (NARDL) Analysis of the FTSE and S&P500 Indexes by David E. Allen, Michael McAleer

“…The data comprise a daily FTSE adjusted price series, commencing in April 2009 and terminating in March 2021, and a corresponding daily S&P500 Index adjusted-price series obtained from Yahoo Finance. The data period includes all the gyrations caused by the Brexit vote in the UK, beginning with the vote to leave in 2016 and culminating in the actual agreement to withdraw in January 2020. …”
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DETERMINANT MODELS AFFECTING FINANCIAL PERFORMANCE AND STOCK RETURN COMPANIES REGISTERED IN INDONESIA STOCK EXCHANGE by Sudarno Sudarno, Suyono Suyono, Yusrizal Yusrizal, Johannes Tambunan

“…Secondary data was obtained in the Indonesia Stock Exchange and Yahoo! Finance. The independent variables used are CAR, BOPO, LDR, NIM, and NPL. …”
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Developing a Python program for collecting stock data from CNN by Manickam, C.

“…To address this challenge, this project aims to develop a Python-based automated tool capable of extracting, analyzing, and comparing data from sources such as CNN, Yahoo Finance, and other stock prediction websites. …”
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Growth and Value Fund Performance Comparison by Lim Min, Aminah Shari, Leah, Tseu Lee Yah, Lovenigasri Rajendran, Shirley Ling, Teo, Qi Mei

“…Between May 2016 and May 2022, a total of 139 small-cap growth funds and 97 small-cap value funds were collected via Yahoo Finance. The weekly data was then used to calculate the Treynor ratio, Sharpe ratio, and Jensen alpha. …”
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An Application of Artificial Neural Networks and Fuzzy Logic on the Stock Price Prediction Problem by Thanh Tung Khuat, My Hanh Le

“…The proposed approaches were tested on the historical price data collected from Yahoo Finance with different companies. Furthermore, the comparison between those techniques is performed to examine their effectiveness.…”
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Investment Modelling Using Value at Risk Bayesian Mixture Modelling Approach and Backtesting to Assess Stock Risk by Brina Miftahurrohmah, Catur Wulandari, Yogantara Setya Dharmawan

“…Methods: The data used was NFCX data retrieved from Yahoo Finance, which was then modelled with a mixture model based on the normal and Laplace distributions. …”
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Prediksi Harga Cryptocurrency Menggunakan Algoritma Long Short Term Memory (LSTM) by Moch Farryz Rizkilloh, Sri Widiyanesti

“…The data in this study were taken from the Yahoo Finance website using the Pandas Datareader library through Google Collaboratory. …”
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Comparison of Grid Search and Evolutionary Parameter Optimization with Neural Networks on JCI Stock Price Movements during the Covid 19 by Wresti, Gunawan, Purwanto, Catur Supriyanto

“…The data used in this study was taken from the Yahoo.finance.com page on the JCI Historical Data, during the covid pandemic, from 12/11/2019 to 12/30/2021. …”
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Stock Price Forecasting with Deep Learning Techniques by Özgür Saracık, Aynur İncekırık

“…The dataset used in the study was obtained from Yahoo Finance and covers the dates between 02/01/2013 and 30/12/2022. …”
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