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Supported exams: UNT, NUET, IELTS, TOEFL, MESC, SAT and Others..\n\n![image](https://github.com/silvermete0r/beyim_tech_hacknu_case-4/assets/108217670/c4427369-b5d6-4b29-b5a7-1b0354d2d430)\n\n\n## Upload data\n\nUpload data according to the given template. \n\n![image](https://github.com/silvermete0r/beyim_tech_hacknu_case-4/assets/108217670/da8c09e5-f040-454f-a023-d8cffc0355de)\n\n\n## Exploratory Data Analysis\n\nMain statistical data in table format ~\n\n![image](https://github.com/silvermete0r/beyim_tech_hacknu_case-4/assets/108217670/a0c953ec-8315-46ce-9b06-e19ab8f06576)\n\nData Visualization: 1) Line Plot; 2) Stacked Bar Plot; ~ \n\n![image](https://github.com/silvermete0r/beyim_tech_hacknu_case-4/assets/108217670/743ad3c8-8c12-448e-9269-5926d8527669)\n\n\n## Forecast\n\nForecast of future scores based on linear regression model ~\n\n![image](https://github.com/silvermete0r/beyim_tech_hacknu_case-4/assets/108217670/01097417-ff34-4fa0-91ce-3d0e783730b6)\n\n## AI summary report of Student's Performance\n\n![image](https://github.com/silvermete0r/beyim_tech_hacknu_case-4/assets/108217670/97e946c6-345c-4b24-aee9-c7ae197e0844)\n\n![image](https://github.com/silvermete0r/beyim_tech_hacknu_case-4/assets/108217670/eb6ddd76-29a4-4835-8020-9c3edd790329)\n\n\n## Download Final Analysis Report\n\nAll-in-one generated SMART report in the PDF-format. \n\n[analysis_report.pdf](https://github.com/silvermete0r/beyim_tech_hacknu_case-4/files/15001334/analysis_report.pdf)\n\n\n## AI assistant\n\nAI assistant for analyzing SMART report and QnA ~ based on OpenAI GPT-4 ~\n\n![image](https://github.com/silvermete0r/beyim_tech_hacknu_case-4/assets/108217670/b775d960-ce28-4206-b74d-b0246338d2f3)\n\n\n## Appendix\n\n - Miro Map: [Beyim-Insight-Miro-Map](https://miro.com/app/board/uXjVKUt8e0c=/?share_link_id=974781542966)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsilvermete0r%2Fbeyim_tech_hacknu_case-4","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsilvermete0r%2Fbeyim_tech_hacknu_case-4","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsilvermete0r%2Fbeyim_tech_hacknu_case-4/lists"}