Publications by Gerard M Dion
Data Products - Final Project - Using R Presenter to RPubs
Final Project - Developing Data Products with Slidify First Slide There is much talk about the meaning of the 2020 California wildfire season The season saw a quadrupling of acres burned over the last 20 year average Governor Gavin Newsome said this was evidence of warmer global temperatures The years high anamoly left open questions about fut...
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Final Project Presentation - Using R Presenter
FinalProject First Slide For more details on authoring R presentations please visit https://support.rstudio.com/hc/en-us/articles/200486468. Bullet 1 Bullet 2 Bullet 3 Slide With Code summary(cars) speed dist Min. : 4.0 Min. : 2.00 1st Qu.:12.0 1st Qu.: 26.00 Median :15.0 Median : 36.00 Mean :15....
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California Wildfires - Acres Burned (years 2002 through 2020) Done in Plotly
Source - Wikipedia.org Data Created 2020-09-29 install.packages("plotly") library(plotly) If you want to share your visualizations on https://plot.ly/ you should make an account on their site. Acres Burned vs. Year library(plotly) acres <- read.csv("California Wildfires.csv") plot_ly(acres, x = ~year, y = ~acres, type = "scatter", mode="lin...
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Storm Data Analysis
Synopsis - Summary of Analysis This is a report on analysis of the NOAA storm database. Source Data and Documentation References: Storm Data File National Weather Service Storm Data Documentation National Climatic Data Center Storm Events FAQ The database contains over 900,000 weather events. On inspection of the database, there appear to be so...
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My First Leaflet - Developing Data Products
Date: Created on 2020-09-29 library(leaflet) my_map <- leaflet() %>% addTiles() my_map <- my_map %>% addMarkers(lat=40.6669, lng=-111.8880, popup="Near Gerard Dion's House") my_map ...
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Final Project Presentation - Using R Presenter
Final Project - Developing Data Products with Slidify First Slide There is much talk about the meaning of the 2020 California wildfire season The season saw a quadrupling of acres burned over the last 20 year average Governor Gavin Newsome said this was evidence of warmer global temperatures The years high anamoly left open questions about fut...
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Practical Machine Learning Project
Summary This project tests our ability to predict the type of strategy used by people exercising with dumb bells. The A, B, C, D, E classe variable was a controlled variable, with one of these being the best approach and all others being incorrect. For more on this, please see this description on Way Back Machine about the Human Activity Recognit...
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Capstone Project - Milestone Report
Summary The data are rather large (500 Mbytes) by some standards. And in analyzing the data, I find approximately 70 million individual words, across the 3 files and nearly 700,000 unique words. However, we know that most users of a language use 2000 to 5000 words most frequently, up to 20000 words in fairly complex reports and legal things, and ...
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Capstone Project - Building a NLP Prediction Application
Capstone Project - Natural Language PredictionGerard DionOctober 11, 2020 Why We Care so much about Natural Language Processing (NLP) NLP Most people see the ability of computers to predict and recognize speech as a step or proof of the onset of Artificially Intelligent systems. NLP has come far, and we are all now expecting phones and devices...
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