Publications by Ahmed Elsaeyed
AhmedElsaeyed-607Lab5
Making CSV and Reading In I made the CSV in excel simply by copying values, and then uploaded to my github. library(RCurl) my_git_url <- getURL("https://raw.githubusercontent.com/aelsaeyed/Data607/main/LAB5/vax_info_csv.csv") vax_stats <- read.csv(text = my_git_url, quote = "") Peeking at the Table I decided to keep the table wide and work on i...
1652 sym R (321 sym/3 pcs)
AhmedElsaeyed-607Lab6
Setting Up Libraries I will mainly be using tidyr and dplyr here to do the analysis. Goal Pull in book information for three books, each in a different format - XML, JSON, and HTML. I will put the data on my github and read them in using getURL. The XML my_git_url <- getURL("https://raw.githubusercontent.com/aelsaeyed/Data607/main/LAB6/books.xml...
703 sym R (489 sym/3 pcs)
AhmedElsaeyed-607Lab7
After logging in and reading the spec sheet on the NYT Developer site, I created an account and got my dev keys. The spec shows an example call: https://api.nytimes.com/svc/movies/v2/reviews/search.json?query=godfather&api-key=yourkey. Below I will try it just to make sure it works with httr. call <- GET("https://api.nytimes.com/svc/movies/v2/rev...
995 sym R (3545 sym/7 pcs)
AhmedElsaeyed-607FinalProject
Project Proposal I was very interested in the discussion on fraud detection we had last week, and I would like to explore how machine learning is used to tackle this problem. I plan on collecting data from publicly available credit card datasets that contain both fraudulent and authentic transactions, and then creating a few different models that...
8151 sym R (9862 sym/44 pcs) 8 img
AhmedElsaeyed-607Lab8
In the beginning of this lab I will be following along the tutorial from the tidytextmining textbook available here: https://www.tidytextmining.com/sentiment.html. Silge, Julia, and David Robinson. “2 Sentiment Analysis with Tidy Data.” Text Mining with R: A Tidy Approach, O’Reilly, Bejing, 2017, https://www.tidytextmining.com/sentiment.htm...
2091 sym R (8261 sym/41 pcs) 12 img
AhmedElsaeyed-607Lab9
Goodreads Recommender System In 2011 Goodreads announced that they would be purchasing a company that was developing a recommender system, and would be integrating that recommender system to make their website better. Here is the article: https://www.goodreads.com/blog/show/271-recommendations-and-discovering-good-reads. From the article: “To t...
2037 sym