Aberdeen Python User Group 10 May 2023

"Animal face-off: Pandas vs. Polars – The battle of data analysis libraries in Python" - Arturo Ragalado

In this talk, Arturo will present a relatively new data analysis library: Pola-rs. The new library claims to be a lightning-fast data frame library and a substitute to the industry standard Pandas. He will provide data analysis examples and challenges to discover the use cases of each library.

Biography

Arturo is a doctoral researcher with the University of Aberdeen and the National Decommissioning Centre. His research interest remains in the study of the economic effects of financial security instruments in decommissioning of oil and gas structures. He is an economist and data analyst with five years of experience in processing and interpreting data to give actionable insights to decision makers. His previous experience in the energy sector includes market advisory on oil and natural gas markets with special emphasis in modelling energy demand-supply outlooks as well as financial modelling of upstream activity. He has also worked for the Mexican Government in agencies like the Ministry of Foreign Affairs and the National Anticorruption System where he developed predictive and machine-learning models to increase evidence-based decision making for the public sector. He holds a MSc in Petroleum, Energy Economics and Finance from the University of Aberdeen, where he studied the effects of auction design on investment and deployment of renewable energy projects, and a BA in Economics from the National Autonomous University of Mexico.

If you don’t already have Python set up, we can help you with that too. Coding in pairs or small groups (especially mixing beginner and more experiences coders) is strongly encouraged, though you can also code solo.

This event is orgnanised by a charity - Code The City. CTC suggests a small donation to help with charity admin costs, but if this is a barrier please just change the ticket price to what you can afford.

We're now back to planning physical events backed up with an online option.

If you select a physical ticket and it happens that we can not meet physically you will have to attend the Zoom session. If you choose a physical ticket and it goes ahead you will have to comply with any conditions of attendance (eg masks or social distancing) that the venue operators demand at the time.

Those attending the physical space meetup should attend at 6pm for pizza and drinks. The coding session (for online attendees) will be from 6.30pm. Doors will be locked from 6.30pm.

**If tickets are sold out please do not attend as you will be refused entry without a ticket. **

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