A Figure Speaks a Thousand Words

Example boxplot titled Boxplot of Magnesium, Ashwaganda, and Melatonin with Deep Sleep. The boxplot analysis indicates statistically insignificant variations among supplement types. The author describes the follow-up question after their ANOVA analysis: how does my sleep vary with a magnesium pill vs. without a magnesium pill?
The boxplot comparison accurately reflects the variation between different sleep supplements and their effect on deep sleep quantity. As seen above, the boxplot demonstrates the presence of a single outlier under the Magnesium group which could have easily skewed and misrepresented the data in another type of figure.

As anyone who has taken one of Princeton’s introductory statistics courses can tell you: informative statistics and figures can and will be incredibly useful in supporting your research. Whether you’re reworking your R1, writing your first JP, or in the final stages of your Senior Thesis, chances are you’ve integrated some useful statistics into your argument. When there are a million different positions that one can take in an argument, statistics appear to be our research’s objective grounding. The data says so, therefore I must be right. Right?

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Experiences in the ReMatch+ Program: An Interview with Kasey Shashaty ’23 – Part 1

Kasey Shashaty is a junior majoring in Electrical and Computer Engineering. She began working at the PULSe (Princeton University Laser Sensing) Lab in the summer of 2021 and has been working with them since. In this interview, Kasey and I discuss how she got involved in this lab through the ReMatch+ program, her experiences working in the lab both virtually and in-person, and where she is taking her experiences in the future. 

Kasey Shashaty ’23
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A Week in My Life Doing Materials Science Research

This semester, I am doing junior independent work in the Arnold lab group at Princeton, which is based in the MAE department but also focuses on materials science, which is what I am interested in. My project investigates creating graphene aerogels from protein precursors, which basically means that I get to select different proteins of interest, freeze-dry them, pyrolyze them, and then see if they create graphene by examining them under a scanning electron microscope (SEM). These graphene aerogels are interesting materials because of their high porosity and conductivity, making them promising for applications to energy storage, which is why we are interested in researching them.

I thought it might be interesting to highlight a week in my life (well, actually two weeks) to give some insight on what lab-based independent work can look like during the school year. I want to note that this is only my experience as a CBE major, and independent work can look very different for other majors. If you’re an underclassman interested in doing junior independent work or just curious about what that could entail, I hope that this post can provide some insight.

The inside of Bowen Hall, the hub of the Princeton Institute of Materials and where my research lab is.
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Lessons from Junior Independent Work in MAE

In the fall of 2021, I worked in the Computational Turbulent Reacting Flow Laboratory under the guidance of Professor Michael Mueller. In the Mechanical and Aerospace Engineering (MAE) department, junior independent research is optional. I enrolled in MAE339: Junior Independent Work in the fall and am currently continuing my research this spring semester. Research was an integral part of my high school experience, and I was excited to start working on independent research in my junior year of college in a different setting. Now, I want to share a few of the lessons I learned from this past semester with you:

Logo of the Computational Turbulent Reacting Flow Laboratory.
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Lessons from My First Major Research Essay

As I dive into my second junior paper, I’ve begun to realize how much more serious this paper is than the first one. Gone are the safety rails once provided by Princeton’s History department; instead of a course with concrete deadlines, I am now in the metaphorical Wild West, negotiating with my advisor on a whole bunch of elements: deadlines, research content, framing, among others. Even though it is only February when I write this, the April deadline eyes me ominously. With four classes and an array of extracurricular activities, whatever will I do to survive my second JP? How can I even anticipate the thesis?

At PCUR, we’ve done plenty of reflections on our prior research experiences. The more I think about it, the best thing to do is to reflect on my first JP. In that paper, I explored the attitudes and ideologies of consumption that post-war consumers held, particularly in relation to an acute shortage of nylon stockings. Sifting through dozens of articles in local newspapers, I identified many letters to the editor that female consumers sent in to voice their opinion about how nylons should be distributed, who deserves them, and how the shortage was affecting their everyday lives. 

Although I am undoubtedly proud of the final product, there were many things I could improve about it. From the way I kept sources and my reading schedule to my writing method and the final editing process, I could enumerate an endless list. For now, I will highlight two of the biggest takeaways from my first JP, which will be particularly useful given the abbreviated timeline of the second paper. 

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Get Your Independent Work Done Without Stress

As a B.S.E junior doing independent work for the first time, I am already anticipating the stressful cram at the end of the semester that comes with senior thesis and junior independent work deadlines. As busy Princeton students, we often don’t think that we have enough time in the week to work consistently on our independent work, and thus, a lot of it inevitably gets pushed off to the weeks (and days) before the deadline. But it doesn’t have to be this way. Putting together a comprehensive plan to organize and budget your time at the beginning of the semester can save so much hassle down the road. Therefore, I think it will be helpful to walk through how to create a plan for independent work over the course of the semester.

Inside Firestone Library, where many students will be writing the bulk of their independent work this semester.
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NCBI: An Invaluable Tool for Life Sciences Classes and Research!

Have you ever come across something in class that you wish you could get a better Have you ever been wondering more about how proteins are made in the body? Or have you ever been looking for a specific type of lab experiment protocol for your independent work? If yes, then look no further than the National Center for Biotechnology Information (NCBI) website! It contains dozens of resources, some of which I have found to be very handy in my own research and school experiences. The site is tailored for students in the life-sciences field, but there is a lot of breadth in the resources available—you’ll be able to find useful tools regardless of whether you’re a MOL or CHM major, or if you’re interests lie in researching chemically synthesis mental health, or neurodegenerative diseases.

The NCBI Logo, as it appears on the website

A very useful tool on the NCBI website is Bookshelf. There is a search bar at the top of the website where you can input some topic, book title, or field name, and the program will return a variety of different reference materials relating to the query, including full scientific textbooks, book chapters, studies. On the side, there are often figures and graphs that may relate to your search. 

Some sample search results within Bookshelf if I look up “synaptic plasticity”
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How to Get Involved with Lab-Based Research at Princeton

As a first-year B.S.E student with little to no previous research experience, the idea of writing an eighty-page senior thesis based on my own lab-based research seemed like an extremely daunting task. Now, into the first semester of my junior year, the thought of having to write a thesis next year still seems like a challenge, although a lot less intimidating than two years ago. The main reason for this is because I have participated in multiple research-based summer internships through Princeton, which have helped me feel better prepared to do lab-based junior independent work and a senior thesis in the coming semesters.

You may also be wondering how early you can get involved with lab-based research at Princeton. Although there is certainly no pressure to do research as a first-year or sophomore if you do not want to, Princeton does make sure that opportunities are available for those who do want to be involved early. Here’s a timeline of some of the different lab-based opportunities available, and when you can start getting involved.

The scanning electron microscope in Princeton’s Imaging and Analysis Center, where I am doing research with a material science lab on campus.
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A Quick Crash Course in Statistics: Part 2

Most people’s New Years Resolutions, I imagine, are not about improving their knowledge of statistics. But I would argue that a little bit of knowledge about statistics is both useful and interesting. As it turns out, our brains are constantly doing statistics – in reality, our conscious selves are the only ones out of the loop! Learning and using statistics can help with interpreting data, making formal conclusions about data, and understanding the limitations and qualifications of those conclusions.

In my last post, I explained a project in my PSY/NEU 338 course that lent itself well to statistical analysis. I walked through the process of collecting the data, using a Google Spreadsheet for computing statistics, and making sense of what a ‘p-value’ is. In this post, however, I walk through how I went about visualizing these results. Interpretation of data is often not complete before getting a chance to see it. Plus, images are much more conducive than a wall of text when it comes to sharing results with other people.

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Tips for Planning a Research Trip

As I have written on this blog before, you unfortunately may not find all the material you need for a research project in Princeton’s own library system. Borrow Direct and Interlibrary Loan may  help bring items from elsewhere to Princeton, but often with primary historical sources, you may find that you need to travel to an archive to view them. This is especially the case if the source you need is only available in its original form (and thus may be difficult for a peer institution to duplicate or send directly to Princeton), or if you are unsure of precisely what sources are available, and need to browse a collection in full.

I found myself in this position just a few weeks before fall break. As I explained here, I had just expanded my JP topic to consider a broad range of American antislavery responses to the Paris June Days rebellion of 1848. My adviser suggested I look through the manuscript collections of a number of prominent activists of the time. Many of them— such as Wendell Phillips, William Lloyd Garrison, and Theodore Parker— worked out of Boston, and, as I discovered, a number of institutions there now hold their papers. I soon realized I would have to make a trip over fall break if I wanted to view all of these collections.

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