Publications by Maria A Ginorio
Solar Energy Consumption - Data 608
Load Packages As usual, it is first necessary to load some packages before building the figure. Today’s chart is going to use the help of ggrepel and ggtext. ggrepel will make it extremely easy to automatically position labels and ggtext is going to make it possible to use annotations that mix normal text with italic and bold text # Visualizati...
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Pet Adoptions
Pet Adoption Analysis When looking to add a new fury friend to the Family the thought of “Adopting” instead of buying is encouraged. However, in order to find a good fit for a home, the new pet owner needs to consider some aspects about the animal before the adoption process. Where are they coming from?, vaccinated?, have they been in a spe...
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From .txt to .csv
Data Project 1 MariAlejandra Ginorio 2021-02-28 Problem statement In this project, I have been given a text file with chess tournament results where the information has some structure. My job is to create an R Markdown file that generates a .CSV file (that could for example be imported into a SQL database) with the following information for all ...
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Super Bowl Ads
Super Bowl Analysis The American Super Bowl is a statement in the Advertisement industry due to the creative nature of their ads. Every year many brands showcase their best pieces of advertisement and see which team did it better This time we are asking the question - what is behind the creation of the ads? Was it funny? did it use sex to sell ...
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Strings
Character Manipulation & Data Processing STRINGS - You can create strings with either single quotes or double quotes. Unlike other languages, there is no difference in behaviour. I recommend always using “, unless you want to create a string that contains multiple”. DATES -Always use the simplest possible data type that works for your needs...
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Working With Web APIs
Interface for JSON Data Overview Overview The New York Times web site provides a rich set of APIs, as described here: https://developer.nytimes.com/apis The task is to choose one of the New York Times APIs, construct an interface in R to read in the JSON data, and transform it into an R DataFrame. Packages library(knitr) library(jsonlite) li...
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Project # 3
Data Science is the “Hot New Field”, but is there an Agreement About what Skills are Needed to Become One? In this project we go behind varied data sets that support different points of view about the research question. Research Question Overview Collaboration Model The work on this project was fully collaborative. We divided the work into...
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Project # 2
Preparing different datasets for downstream analysis work Task Overview Seen below is the initial shape of data on load. Unsparingly, it is exactly the same as the original image. With it now loaded into R, we can begin discussing and then fixing the issues with our data Create a .CSV file (or optionally, a MySQL database!) that includes all o...
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Data Visualization
Data Visualization MGinorio 3/3/2021 Data Visualization in Data Science Data Visualization in Data Science Essential Skill for Data Science Combination of Statistics and Design in a meaningful way is a form of Data Analysis - Requires accurate representation and interpretation of data it relies on good design choices not only to make plots ...
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Tidy Data with tidyr
Tidying Tables Challenge Overview Challenge The chart above describes arrival delays for two airlines across five destinations. Your task is to: Create a .CSV file (or optionally, a MySQL database!) that includes all of the information above. You’re encouraged to use a “wide” structure similar to how the information appears above, so tha...
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