My Story With Data

How Covid Affected Learning

I was curious on the effects that covid had on student learning. So, I took the total failures from Fall 2019 (before covid) and Fall 2020 (during covid). The graphs below show a clear increase in the amount of failures in 2020. Remote learning was rough on everybody. My first semester at UMW was Fall 2020 and it was filled with stress from both students and professors. I expected the results that I found.

Graph showing the number of failures in each department in Fall 2019
Graph showing the number of failures in each department in Fall 2020

I can’t find the option for alt text and it’s almost midnight so I can’t keep looking

Process of working with data

My data for 2019 was relatively easy to work with as only the fall semester was in there due to covid. Just had to take off the graduate classes and the outlier courses. With 2020 I had to delete a lot more semesters before cleaning the data. After cleaning the data the pivot table process was the same as in class. I made them different colors to easily differentiate the two.

Final Project Proposal

Podcast Idea

I tossed up the idea of continuing either the podcast or the video series. The video creating process is a bit too difficult and time consuming for me and I still have a video to redo, so I decided I wanted to create a subdomain for other space related mini podcasts or maybe science related or car related or something else. Not sure, but I think the podcast process is the easiest for me as I am not the best photographer nor am I creative enough to do something new.

UMW Apartments Video

The Video

The Content

The content of this video highlights different aspects of the UMW Apartments, which is an apartment complex for upper-class UMW students. I explained three positive qualities of these apartments: the picturesque scenery, the practical parking spaces, and the relaxing courtyard.

The Process

There were many steps I took during the process of this video including steps in pre-production, production, and post-production. During the pre-production phase, I planned my script and what shots I wanted that would fit with my audio. During production, I used my iPhone 12 (in landscape mode) to film various types of shots in various locations. Lastly, post-production was the most time-consuming step of this process. I used Canva to edit the video files in the order that best suit my script. Then, I used Soundtrap to record my audio files. Once I had both of those saved, I input my audio files into Canva with my video, added background music, and edited it all harmoniously. I did all of the editing in Canva. There are two things I gained through Canva that I would like to give credit for:

  • The music: “Advertising” by Rafael Krux
  • The end slide template: “Pink Cute Animated Bubble Video Centric Welcome YouTube Intro” by insangle

Transcript of Video

The UMW Apartments are a beautiful residence hall apartment complex located on William Street in Fredericksburg, Virginia. They have housing for 350 upperclass UMW students contained in 10 separate apartment buildings.The first thing to note about these apartments is the gorgeous scenery, looking especially beautiful in the fall, as shown here. Secondly, a practical perk being the various different sections for parking keeping in mind the numerous students being housed here. Lastly, in the center of all these buildings is a serene, relaxing courtyard space. In the courtyard is more picturesque scenery, along with many areas of seating, and much more. Thank you for watching!

Making my Mini Podcast


The subject of my mini podcast is a short book review of If We Were Villains by M.L. Rio. I gave a brief summary, then I talked about some of my favorite themes and what they accomplished. To get another perspective on this novel, you can visit Cloud Lake Literary’s Book Review: If We Were Villains by M.L. Rio. This is a creative website for readers based in Canada that contains book reviews, a literary magazine, interviews with various authors, etc. When doing a search of the organization, all of their social media popped up as well as other publishing and reader websites that were citing some of Cloud Lake Literary’s book reviews. So, I believe they are a reliable source.


For this process, I used a few different resources. I used the UMW audio kit to do the recording, Soundtrap to edit, and Bensound: Royalty Free Music for Videos for clips of music (the credit of the music goes to Benjamin Tissot). I recorded my audio inside my closet using the handheld recorder to minimize background sound.


Hello. Welcome to my mini podcast. Today I will be doing a very short book review on If We Were Villains by M.L. Rio. 

The novel takes the reader through the dramatic and tragic events of a group of Shakespeare enthusiasts who are also best friends. They attend a special school of arts that goes through cuts after every school year. By the time the theater students reach their final year, they are down to 7 students, Oliver, Richard, James, Alexander, Meredith, Wren, and Filippa. 

This group’s fatal flaw is their absolute devotion and obsession with Shakespeare. It ends up costing one of these seven their life. After this major event, we start to realize that the book is literally unfolding into a Shakespearian tragedy. I think this is an amazing creative choice because we are able to watch the Shakespeare obsessed realize that you can’t actually justify anything if you do it poetically enough. 

Thank you for listening!

Image Creations

Image of a star with pink background.
Site Icon created by me
Image of a star with pink background.
JPEG created by me
Pink decorative background image.
Canva Template

Why these images?

I created the site icon png and the jpeg of the star on a pink background. There was not much thought behind why I chose to design the site icon the way that I did. I just wanted to stay on the pink theme of my website. The header image I chose followed the same line of thinking, I chose it because it was pink.


The process for creating the site icon was fun! I used the Vectr website to design it. I used the shape and color designs that the website offered. For the header image, I used a Canva template.

Why I Customized the Way I Did


I chose CC BY-NC 4.0. I do want to receive credit for work that I have created, but I want to allow others to remix it and share that remix without restriction. I believe this is a form of creativity, not copying. I did choose to not allow commercial use of my work because that felt wrong to me. However, I may choose to change this later.


A picture of a pink sunset on the beach.
Reinaldo Simoes, Pexels
A picture of a wave crashing.
Emiliano Arano, Pexels

I found the Pexels website through the ‘Free Resources’ section on UMW’s Digital Knowledge Center website. I chose this source because they list themselves as “free to use” and they say that “attribution is not required but appreciated.” I did not want to risk getting in trouble with accidentally using someone else’s work when I wasn’t allowed to. Also, after browsing their site for a bit I found they had so many beautiful options to choose from. To access this website, go to Pexels: the best free stock photos, royalty free images & videos shared by creators.

Why Did I Choose My Title and Domain Name?

A photo of the front of the coffee shop, Persnickety Crane Cafe.

I chose the title, “Ema’s Persnickety Projects,” as a tribute to the theme that my mom uses to name her businesses. The name of her cafe/coffee-house is “Persnickety Crane Cafe” and her bakery business is “Serene Bee Bakery.” I wanted to use the word ‘persnickety’ and that alliteration because it feels very connected to the family business that I have been a part of for nearly four years. This title feels very at home to me. As for my domain name, I went plain and simple and chose my first and last name with ‘.com.’ Luckily, this was available!