Python 🐍 Work With Data

Подборка статей про оптимизацию Pandas

Статьи:
🔹 Memory Optimisation – Python DataFrames vs Lists and Dictionaries (JSON-like)
🔹 Advanced Pandas: Optimize speed and memory
🔹 Five Killer Optimization Techniques Every Pandas User Should Know
🔹 Pandas Optimization for Largest Datasets
🔹 How to handle large datasets in Python with Pandas and Dask
🔹 Scaling to large datasets
🔹 Comprehensive Guide To Optimize Your Pandas Code
🔹 Seven Killer Memory Optimization Techniques Every Pandas User Should Know
🔹 Optimizing Pandas
🔹 How to Find Pandas DataFrame Size, Shape, and Dimensions Properties

Видео:
🎦 Speed up slow pandas python code by 2500x
🎦 Efficient Pandas Dataframes in Python - Make your code run fast with these tricks!
🎦 Loop / Iterate over pandas DataFrame (2020)
🎦 How to Optimize and Speed Up Pandas

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Python Work With Data Telegram | DID YOU KNOW?

Should You Buy Bitcoin?

In general, many financial experts support their clients’ desire to buy cryptocurrency, but they don’t recommend it unless clients express interest. “The biggest concern for us is if someone wants to invest in crypto and the investment they choose doesn’t do well, and then all of a sudden they can’t send their kids to college,” says Ian Harvey, a certified financial planner (CFP) in New York City. “Then it wasn’t worth the risk.” The speculative nature of cryptocurrency leads some planners to recommend it for clients’ “side” investments. “Some call it a Vegas account,” says Scott Hammel, a CFP in Dallas. “Let’s keep this away from our real long-term perspective, make sure it doesn’t become too large a portion of your portfolio.” In a very real sense, Bitcoin is like a single stock, and advisors wouldn’t recommend putting a sizable part of your portfolio into any one company. At most, planners suggest putting no more than 1% to 10% into Bitcoin if you’re passionate about it. “If it was one stock, you would never allocate any significant portion of your portfolio to it,” Hammel says.

Telegram announces Anonymous Admins

The cloud-based messaging platform is also adding Anonymous Group Admins feature. As per Telegram, this feature is being introduced for safer protests. As per the Telegram blog post, users can “Toggle Remain Anonymous in Admin rights to enable Batman mode. The anonymized admin will be hidden in the list of group members, and their messages in the chat will be signed with the group name, similar to channel posts.”