Publications by Alvaro Tineo
R Markdown and Leaflet
Instructions 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! #Loading the necessary package...
617 sym R (262 sym/3 pcs)
R Markdown Presentation & Plotly
23/6/2020 Peer-graded Assignment Loading the necessary packages and using the mtcars package with the variables:x…Weight(1000lbs), y…mpg Miles/(US) gallon and z…hp Gross horsepower #Loading the necessary packages data("mtcars") library(plotly) Ploting plot_ly(x=mtcars$wt,y=mtcars$mpg,z=mtcars$hp,type="scatter3d", mode="markers"...
203 sym R (169 sym/2 pcs)
Final Project
2/7/2020 Overview of the Project The purpose of the project is to create text-prediction application with R Shiny package that predicts words using a natural language processing model i.e. creating an application based on a predictive model for text. Given a word or phrase as input, the application will try to predict the next word, similar to ...
1693 sym 1 img
Developing Data Products Final Project
Developing Data Products Project"Alvaro Tineo""1/7/2020" Introduction This is the second part of the assignment (the reproducible pitch) The application uses a movie dataset which contains data of 1000 popular movies on IMDB from 2006 to 2016. Project links Dataset Shiny application Shiny application code Data library(readr) IMDB_Movie_Dat...
711 sym R (1621 sym/4 pcs) 1 img
Developing Data Products Project P
Developing Data Products Project P"Alvaro Tineo""1/7/2020" Introduction This is the second part of the assignment (the reproducible pitch) The R presentation was generated by RStudio The application uses a movie dataset which contains data of 1000 popular movies on IMDB from 2006 to 2016. As it can be seen from the R code below, the data fields...
1000 sym R (1621 sym/4 pcs) 1 img
Course Project 2
This explores the U.S. National Oceanic and Atmospheric Administration’s (NOAA) storm database Synopsis Storms and other severe weather events can cause both public health and economic problems for communities and municipalities. Many severe events can result in fatalities, injuries, and property damage, and preventing such outcomes to the exte...
1047 sym R (14434 sym/18 pcs) 2 img
Developing Data Products Project P
Developing Data Products Project P"Alvaro Tineo""1/7/2020" Introduction This is the second part of the assignment (the reproducible pitch) The R presentation was generated by RStudio The application uses a movie dataset which contains data of 1000 popular movies on IMDB from 2006 to 2016. As it can be seen from the R code below, the data fields...
1000 sym R (1621 sym/4 pcs) 1 img
Milestone Report
Milestone Report Introduction As part of Data Science Specialization Capstone experience, I have demonstrate the ability to work with relatively unstructured text data. The first step is to download and read in the data. The code below is from the course materials. It shows how to for read data from txt files using the readLines function. con <- ...
5483 sym R (10355 sym/28 pcs) 3 img