Pandas Quiz
Very specifically, what is happening with the following subset selections and why does the first one work and not the second?
df[['col1', 'col2']]
df['col1', 'col2']
This takes deep knowledge of python and pandas
Challenging Pandas Quiz - Can you make this line monotonically increasing with pandas?
Use the link below to access a sample notebook in colab to try it for yourself!
colab.research.google.com/dr…
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Our 4-week live cohort Master Pandas class is running. We use a "flipped-classroom" model where students watch videos, read text, & attempt exercises BEFORE class.
During class, we work through student questions in a highly interactive environment
dunderdata.com/master-pandas…
Amazing pandas trick or stupid hack? Use the query method to filter for missing values by testing whether column values equal themselves. NaN == NaN evaluates as False! So, df.query(col != col) returns rows with missing values in col.
Every wonder why matplotlib's figure inches don't match the physical screen inches of your monitor?
Here's a thread that explains why and how to fix it. 🧵🧵🧵👇👇👇
Interested in Mastering Pandas together with others in a live cohort-based course. Enroll in our 4-week Master Pandas for Data Analysis course starting next week!
dunderdata.com/master-pandas…
I'm hosting a live 4-week Master Pandas for Data Analysis course soon. You'll prove your expertise by passing weekly certification exams.
dunderdata.com/master-pandas…
Many courses aim to teach #DataScience libraries such as pandas, matplotlib, and seaborn, but @TedPetrou’s self-paced online course “Master Data Analysis with #Python” teaches the best practices to use the libraries to help you become an expert! Start now: dunderdata.com/a/16370/bofLf…
One of the biggest gaps for budding data scientists is the ability to complete an end-to-end project. This is one reason I wrote Build an Interactive Data Analytics Dashboard with Python that contains all of the steps of a professional data science project
dunderdata.com/build-an-inte…
The single best way to become an expert at Pandas and prove it is to answer questions on @StackOverflow
This had, by far, the largest impact on me becoming an expert.
It forced me to master the entire library and do so effectively and efficiently
stackoverflow.com/users/3707…
Our most popular product, Master Data Analysis with Python, now comes with 5 certification exams and an 8-week live online course! This is an amazing deal that you won't find anywhere else.
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Can you solve Dunder Data Pandas Challenge #5?
Return the top employee from each department by salary. There's a swift way to do this - watch the video below for the solution
youtube.com/watch?v=Rr12FEc7…
I really want to turn people into Pandas experts. To do so, I'm launching an 8-week course where you'll get a $100 for each of the 8 certification exams.
Would a course like this help motivate you to learn?
dunderdata.com/master-pandas…