Data Visualization with Python and JavaScript Scrape

Data Visualization with Python and JavaScript Scrape, Clean, Explore Transform Your Data.epub

+ Learn how to manipulate data with Python
+ Understand the commonalities between Python and JavaScript
+ Extract information from websites by using Python’s web-scraping tools, BeautifulSoup and Scrapy
+ Clean and explore data with Python’s Pandas, Matplotlib, and Numpy libraries
+ Serve data and create RESTful web APIs with Python’s Flask framework
+ Create engaging, interactive web visualizations with JavaScript’s D3 library

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Create: 2020-05-12
Last Update: 2025-07-06 01:23:02

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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.

However, analysts are positive on the stock now. “We have seen a huge downside movement in the stock due to the central electricity regulatory commission’s (CERC) order that seems to be negative from 2014-15 onwards but we cannot take a linear negative view on the stock and further downside movement on the stock is unlikely. Currently stock is underpriced. Investors can bet on it for a longer horizon," said Vivek Gupta, director research at CapitalVia Global Research.