Publications by NT
Analysis of the impact of storm damages_ Project 2
1. Synopsis An analysis of NOAA Storm Events Data ranging from 1950 to 2011. We aggregate the data and look at the top 10 of total number of injuries, fatalities, and amount of damage caused. We find that tornado is most harmful for population health considering both injuries and fatality. For economic losses in general, flood stands first, follo...
2527 sym R (5938 sym/18 pcs) 2 img
DevelopDataProduct_Project_Shiny
Instructions: This peer assessed assignment has two parts. First, you will create a Shiny application and deploy it on Rstudio’s servers. Second, you will use Slidify or Rstudio Presenter to prepare a reproducible pitch presentation about your application. (more with README.md) Reproducible Pitch ui.R and server.R file are included for reprodu...
686 sym R (5418 sym/2 pcs)
DevelopDataProduct_PlotlyPro
R Markdown Presentation & Plotly (Coursera’s Introduction and Criteria) Create a web page presentation using R Markdown that features a plot created with Plotly. Host your webpage on either GitHub Pages, RPubs, or NeoCities. Your webpage must contain the date that you created the document, and it must contain a plot created with Plotly. We woul...
466 sym R (1652 sym/13 pcs)
DevelopDataProduct_LeafletPro
Instructions (From Coursera’s Instruction) Create a web page using R Markdown that features a map created with Leaflet. Host your webpage on either GitHub Pages, RPubs, or NeoCities. Your webpage must contain the date that you created the document, and it must contain a map created with Leaflet. We would love to see you show off your creativity...
896 sym R (1048 sym/6 pcs)
PracticeML_Project
Introduction Using devices such as Jawbone Up, Nike FuelBand, and Fitbit it is now possible to collect a large amount of data about personal activity relatively inexpensively. In this project, the goal will be to use data from accelerometers on the belt, forearm, arm, and dumbell of 6 participants (20 - 28 years old) who were asked to perform bar...
2348 sym R (4495 sym/22 pcs) 2 img
Milestone_Algorithm Words Prediction
Introduction Coursera Data Science Capstone project: The Week-2_ Milestone Report of Algorithm Prediction The goal of this report briefly is to load and sumarize given data sets and then explore/bulid prediction models for prediction of frequency distribution of words in the text files (e.g. 2-gram or 3-gram words) The three source of data sets ...
3977 sym R (7358 sym/23 pcs) 6 img
DataCapStone_ WordPrediction
03/24/2021 The Project Overwiew To build text-prediction model application with R Shiny package that predicts words using a Natural Language Processing is the goal of this Project. The task is trying to predict “the next most common” word based on given a word or phrase as user’s input. It is similar to the platform using in almost of smar...
1561 sym 1 img