Publications by Brian Singh
Brian_Singh_Data607_Week2
Does gender, age, genre and a movie’s release year impact how surveyees rate movies? Overview The data below was collected from five individuals. Specifically, three males, two females, with ages ranging from 28 to 60. It represents how they rate six recent movies with varying genres (for the most part). Note, movies may have multiple genres �...
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Brian_Singh_Data607_Week5
Data 607 Week 5 – Tidying and Transforming Vaccination Data 1. Import libraries and data library(tidyverse) ## ── Attaching packages ─────────────────────────────────────── tidyverse 1.3.1 ── ## ✓ ggplot2 3.3.5 ✓ purrr 0.3.4 ## ✓ tibble 3.1.6 ...
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Brian_Singh_Data607_Week6_Project2B
Post by: Edward Perez “Many YouTubers (influencers) can make famous or destroy any brand here I found a dataset that can help see what they are saying. https://www.kaggle.com/praneshmukhopadhyay/youtubers-saying-things Some possible analyses are How big their audience is how many views who has the most view often” 1. Import libraries and dat...
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Brian_Singh_Data607_Week9
Data 607: Week 9 - Working with Web APIs 1. Using GET & content() library(httr) library(dplyr) ## ## Attaching package: 'dplyr' ## The following objects are masked from 'package:stats': ## ## filter, lag ## The following objects are masked from 'package:base': ## ## intersect, setdiff, setequal, union library(jsonlite) #Search for mo...
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Brian_Singh_Data606_Final
1 Final Project 1.1 What is the probability that a quarterback over the age of 35 years old throws for 4500+ yards in an NFL season, given they play at least 14 games? Type of study: Observational Cases: The cases in this dataset are quarterbacks in the NFL who play over 13 games. There are 242 cases from 2009-2018. Hypotheses: Null: Age has an ...
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BrianSingh_Data607_FinalProject
1 Brian Singh – Web Scraping & Sentiment Analysis 1.1 Intro From Thursday, April 28, 2022 to Saturday, April 30, 2022, the NFL held its annual draft, where teams have the opportunity to bolster their roster with young talent from college football. There are seven rounds, and teams acquire draft picks for each round based on their prior year’...
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Brian_Singh_Data607_ggplot_Vignette
ggplot2 Basic Scatter Plot Vignette Brian Singh 2022-04-08 ggplot2 Introduction ggplot2 is a system for declaratively creating graphics, based on The Grammar of Graphics. You provide the data, tell ggplot2 how to map variables to aesthetics, what graphical primitives to use, and it takes care of the details. Installation and initializing librar...
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Brian_Singh_Data607_Week10
1 Brian Singh – Sentiment Analysis Using Twitter 1.0.1 Load Libraries library(RCurl) library(tidytext) library(dplyr) ## ## Attaching package: 'dplyr' ## The following objects are masked from 'package:stats': ## ## filter, lag ## The following objects are masked from 'package:base': ## ## intersect, setdiff, setequal, union library(...
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Netflix Recommender System
A recommender system I’ve always found interesting, and use weekly, is the one utilized by Netflix. Now, I’ve been using Netflix for over a decade, and the current recommender system is fairly new. I can tell that it attempts to recommend shows and movies based on my past viewing history. This is done through a Machine Learning algorithm that...
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