The problem I’ve been working with preliminary student State of Texas Assessments of Academic Readiness (STAAR) data pulled from the Data Interaction portal. The data I’m interested in includes proficiency levels for every subject for every individual school, disaggregated by all available demographic splits.
Because downloading all of the data will likely require building a webcrawler, I’ve started this project by working with a small subset of 20 Elementary and Middle Schools in the Dallas Independent School District (DISD) for the 2018 school year.
Introduction As all amazing opportunities in my life are wont to do, it started with a tweet:
…which resulted in me spending last Friday talking data science education with some of the great folks at JHU, largely centered on work happening with the Chromebook Data Science project.
It’s rare that I find myself dealing with imposter syndrome, but I did spend Thursday night eating all of my feelings of doubt and insecurity.
Learning to learn can be… well, challenging I find myself on social media for the longest stretches of time when I’m just beginning a project. Social media is a fantastic distraction from getting started, because burying yourself in the seratonin hits from a Like or :heart: is far more pleasant than staring at the sheer amount of project yet to do.
It doesn’t even have to be a big project to send us into a perpetual state of procrastination.
When in Doubt My summer started with a bang:
The end of a long-term relationship A surprisingly difficult - but completely treatable - medical diagnosis The illness and eventual passing of a beloved family member Each of these items paced themselves perfectly and provided an ongoing (and most welcome!) sense of relief that beautifully masked my growing disinterest and discontent with my place in the R community. With each of these big ordeals happening in rapid succession, I didn’t have time to feel guilty about the ever-present sense of apathy for projects that once were my reason for getting out of bed in the morning.
We’re going on a learning adventure! This summer we’d like to challenge you to participate in the “Summer of Data Science” Twitter initiative hosted by none other than Data Science Renee! While the Summer of Data Science (SoDS) supports all languages and endeavors related to becoming a (better) data scientist, we wanted to host a space within our R4DS Online Learning Community for our community members to ask questions, provide support, and in general discuss what we’re learning within our chosen text!
Introduction May is here and it’s time to get back to our roots by revisiting the R for Data Science text as well as introduce materials to help you - yes you - get comfortable with GitHub.
Sure, we could do something similar to the first iteration of our online learning community and say we’re going to cover a specified amount of material each week, but instead we’re going to try something new!
Introduction This past March I had the distinct pleasure of participating in a panel about making the career transition to data science as part of Kaggle’s CareerCon 2018. As a result of this experience, I’ve gotten enough emails asking for more information about my data science journey that it warrants a blog post, per David Robinson’s advice:
When you’ve written the same code 3 times, write a function
When you’ve given the same in-person advice 3 times, write a blog post
(YMMV = your mileage may vary)
Introduction Feeling inspired by some recent data science collaborations, on Friday I released the following tweet into the wild:
want to build data science experience? reach out to a local non-profit you're interested in, and ask them if you can volunteer with data collection, cleaning, and basic analysis and reporting. you get experience, the NPO gets a product they desperately need, and everyone wins.
Introduction April is such a fantastic time of the year - the weather starts to warm up, trees and flowers start blooming, and many of us start in on some spring cleaning. So it’s only natural that we’d focus on the same thing in our R4DS Online Learning Community!
Finishing up March’s Viewing Parties Thank you to everyone who participated in our viewing party in early March, where member Chris B.
We’re going to walk through the basics of posting GIFs on your blogdown website using imgur and GIPHY.
Introduction Blogdown is an amazing tool for - wait for it - blogging. I recently made the jump to blogdown, and after working out all of my self-inflicted initial “OMG what happened now?!” issues, blogdown has become part of my daily workflow. I’m still playing with formatting issues (evidence below) but on the whole things are coming together nicely.