Publications by Jasmine Dumas' R Blog
Not Mustard – Exploring McDonalds Reviews on Yelp with R
Leveraging tidyverse packages httr, stringr & purrr – Introduction McDonald’s is a nostalgic component of America ?? and a pioneer of fast food operations and real estate ventures, as depicted in the 2016 film, The Founder, about Ray Kroc. As a kid I traveled to different McDonald’s across the east coast and noticed a difference in...
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Extracting data from Twitter for @hrbrmstr’s #nom foodie images
Bob Rudis (@hrbrmstr) is a famed expert, author and developer in Data Security and the Chief Security Data Scientist at Rapid7. Bob also creates the most deliciously vivid images of his meals documented by the #nom hashtag. I’m going to use a similar method used in my previous projects (Hipster Veggies & Machine Learning Flashcards) to wrangle ...
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Extracting data from Twitter for @hrbrmstr’s #nom foodie images
Bob Rudis (@hrbrmstr) is a famed expert, author and developer in Data Security and the Chief Security Data Scientist at Rapid7. Bob also creates the most deliciously vivid images of his meals documented by the #nom hashtag. I’m going to use a similar method used in my previous projects (Hipster Veggies & Machine Learning Flashcards) to wrangle ...
2461 sym R (1523 sym/2 pcs) 38 img
Exploratory & sentiment analysis of beer tweets from Untappd on Twitter
Project Objective Untappd has some usage restrictions for their API, namely not allowing any exploration for analytics or data mining use cases, so I’m going to explore tweets of beer and brewery check-ins from the Untappd app to find some implicit trends in how users share their activity. Exploratory Analysis library(tidyverse) library(rtweet)...
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Exploratory & sentiment analysis of beer tweets from Untappd on Twitter
Project Objective Untappd has some usage restrictions for their API namely not allowing any exploratory of analytics uses, so I’m going to explore tweets of beer and brewery check-ins from the Untappd app to find some implicit trends in how users share their activity. Exploratory Analysis library(tidyverse) library(rtweet) library(stringr) libr...
6272 sym R (8890 sym/20 pcs) 16 img
Deep Learning Image Classification with Keras and Shiny
I have to admit my initial thoughts of deep learning were pessimistic and in order to not succumb to impostor syndrome, I put off learning any new techniques in the growing sub field of machine learning, until recently. After attending & speaking at Data Day Texas and listening to Lukas Biewald’s Keynote titled: Deep Learning in the Real World,...
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Deep Learning Image Classification with Keras and Shiny
I have to admit my initial thoughts of deep learning were pessimistic and in order to not succumb to impostor syndrome, I put off learning any new techniques in the growing sub field of machine learning, until recently. After attending & speaking at Data Day Texas and listening to Lukas Biewald’s Keynote titled: Deep Learning in the Real World,...
1680 sym 2 img
R’s S3 generic-function object-oriented system
Just like your mom’s chippity chipper recipe – In Data Science, there are numerous instances where different techniques call for the use of different tools. For me, this means hopping between R and python on a weekly basis. I’ve been fortunate enough to have taken formal courses in python & R in the last few years and just by circu...
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R’s S3 generic-function object-oriented system
Just like your mom’s chippity chipper recipe – In Data Science, there are numerous instances where different techniques call for the use of different tools. For me, this means hopping between R and python on a weekly basis. I’ve been fortunate enough to have taken formal courses in python & R in the last few years and just by circu...
2877 sym 2 img 1 tbl