Data Analysis and Passage Analysis Project Proposal
This project proposal by Anthony Yang focuses on developing a Java program for data analysis and passage analysis. The motivation behind the project is to gain more knowledge in computer science and statistics-related topics while utilizing technology to extract useful insights from data. The proposal outlines the background of data analysis and passage analysis, along with the plan, methods, and product expectations. The program aims to analyze text files, provide word counts, summarize passages, and showcase the significance of data analysis in the future.
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Presentation Transcript
Final Course Project Proposal By Anthony Yang
Topics Part 1: Data Analysis Part 2: Passage Analysis
Motivations Self Interest Gain more knowledge on computer science-related and statistics-related topic By using the power of technology, we can discover more useful information and gain more insight from the data we collected Sometimes, people like me get really lazy to read the whole passage. So I want to create a program that can just analyze the passage for me and give me a summary in return
Background Data Analysis is the process of systematically applying statistical and/or logical techniques to describe and illustrate, condense and recap, and evaluate data. In today s society, people are always talking about big data and how we can gain more insight from those big data. In this case, different data-analyzing strategies become extremely useful. When learning about passage analysis in English, it basically means read carefully and take out the most important ideas out of the passage. In technology term, it means the same thing. Except, instead of people actually doing the task themselves, a computer program is produced to do the task for you. How awesome is that!
Plan A PowerPoint introducing Data Analysis A product (Java program) related to Passage Analysis
Methods Resource: Professor Lin is going to provide example text files (passages) Programming Language: Java Code Editing and Execution: Eclipse Other resources: Online Information/scholar articles on data analysis and other online resources on coding & Windows PowerPoint Tentative Coding Process: Read in text file remove punctuations and do a word count parse the passage remove stop words run porter stemmer to return each word to its most basic form find most used words in the passage organize a possible summary of the passage
Product A PowerPoint introducing Data Analysis and its significance in the future The program is going to allow the user to input a text file (in this case, a passage that they want the program to analyze). Then the program is going to dissect the passage and basically print out some useful information about the passage. For instance, the program is going to print out the total words, possible summary about the passage, and etc.
Challenges Limited knowledge on Java Programming Language Limited legit coding experience First Computer Science-related research; don t know how it will turn out Limited time to do research
