A web scraping-based approach for fundamental analysis platform in financial assets
There are two main benefits of using fundamental analysis for investors and portfolio managers. First, investing in a company with good ratios has lower risks. The second reason is that it is possible to evaluate share prices with internal valuation methods based on ratios. These price valuations ca...
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| Format: | Article |
| Language: | English |
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Tokat Gaziosmanpasa University
2022-12-01
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| Series: | Journal of New Results in Science |
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| Online Access: | https://dergipark.org.tr/en/download/article-file/2695583 |
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| _version_ | 1849338950011846656 |
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| author | Mustafa Ulaş Murat Karabatak Yunus Santur |
| author_facet | Mustafa Ulaş Murat Karabatak Yunus Santur |
| author_sort | Mustafa Ulaş |
| collection | DOAJ |
| description | There are two main benefits of using fundamental analysis for investors and portfolio managers. First, investing in a company with good ratios has lower risks. The second reason is that it is possible to evaluate share prices with internal valuation methods based on ratios. These price valuations can be more meaningful when combined with technical analysis data. Many data terminals provide processes such as fundamental analysis data and price valuation on a paid and licensed basis. However, the balance sheet data of publicly traded markets are publicly available and can be obtained and interpreted by web scraping methods. This study presents an approach in which basic analysis and price evaluation are made with balance sheets and ratios using open-source tools and web scraping. |
| format | Article |
| id | doaj-art-f02b51ddf9b44411911eacc892a3775b |
| institution | Kabale University |
| issn | 1304-7981 |
| language | English |
| publishDate | 2022-12-01 |
| publisher | Tokat Gaziosmanpasa University |
| record_format | Article |
| series | Journal of New Results in Science |
| spelling | doaj-art-f02b51ddf9b44411911eacc892a3775b2025-08-20T03:44:14ZengTokat Gaziosmanpasa UniversityJournal of New Results in Science1304-79812022-12-0111322223210.54187/jnrs.1185912142A web scraping-based approach for fundamental analysis platform in financial assetsMustafa Ulaş0https://orcid.org/0000-0002-0096-9693Murat Karabatak1https://orcid.org/0000-0002-6719-7421Yunus Santur2https://orcid.org/0000-0002-8942-4605FIRAT ÜNİVERSİTESİFIRAT ÜNİVERSİTESİFIRAT ÜNİVERSİTESİThere are two main benefits of using fundamental analysis for investors and portfolio managers. First, investing in a company with good ratios has lower risks. The second reason is that it is possible to evaluate share prices with internal valuation methods based on ratios. These price valuations can be more meaningful when combined with technical analysis data. Many data terminals provide processes such as fundamental analysis data and price valuation on a paid and licensed basis. However, the balance sheet data of publicly traded markets are publicly available and can be obtained and interpreted by web scraping methods. This study presents an approach in which basic analysis and price evaluation are made with balance sheets and ratios using open-source tools and web scraping.https://dergipark.org.tr/en/download/article-file/2695583djangofinancial forecastingfundamental analysisseleniumweb scraping |
| spellingShingle | Mustafa Ulaş Murat Karabatak Yunus Santur A web scraping-based approach for fundamental analysis platform in financial assets Journal of New Results in Science django financial forecasting fundamental analysis selenium web scraping |
| title | A web scraping-based approach for fundamental analysis platform in financial assets |
| title_full | A web scraping-based approach for fundamental analysis platform in financial assets |
| title_fullStr | A web scraping-based approach for fundamental analysis platform in financial assets |
| title_full_unstemmed | A web scraping-based approach for fundamental analysis platform in financial assets |
| title_short | A web scraping-based approach for fundamental analysis platform in financial assets |
| title_sort | web scraping based approach for fundamental analysis platform in financial assets |
| topic | django financial forecasting fundamental analysis selenium web scraping |
| url | https://dergipark.org.tr/en/download/article-file/2695583 |
| work_keys_str_mv | AT mustafaulas awebscrapingbasedapproachforfundamentalanalysisplatforminfinancialassets AT muratkarabatak awebscrapingbasedapproachforfundamentalanalysisplatforminfinancialassets AT yunussantur awebscrapingbasedapproachforfundamentalanalysisplatforminfinancialassets AT mustafaulas webscrapingbasedapproachforfundamentalanalysisplatforminfinancialassets AT muratkarabatak webscrapingbasedapproachforfundamentalanalysisplatforminfinancialassets AT yunussantur webscrapingbasedapproachforfundamentalanalysisplatforminfinancialassets |