It is a lazy Out-of-Core DataFrames (similar to Pandas), to visualize and explore big tabular datasets.
It calculates statistics such as mean, sum, count, standard deviation etc., on an N-dimensional grid for more than a billion (10^9) samples/rows per second.
Visualization is done using histograms, density plots and 3D volume rendering, allowing interactive exploration of big data.
Vaex uses memory mapping, zero memory copy policy and lazy computations for best performance (no memory wasted).
The data pipeline on your laptop will be super fast.
It is a lazy Out-of-Core DataFrames (similar to Pandas), to visualize and explore big tabular datasets.
It calculates statistics such as mean, sum, count, standard deviation etc., on an N-dimensional grid for more than a billion (10^9) samples/rows per second.
Visualization is done using histograms, density plots and 3D volume rendering, allowing interactive exploration of big data.
Vaex uses memory mapping, zero memory copy policy and lazy computations for best performance (no memory wasted).
The data pipeline on your laptop will be super fast.
That growth environment will include rising inflation and interest rates. Those upward shifts naturally accompany healthy growth periods as the demand for resources, products and services rise. Importantly, the Federal Reserve has laid out the rationale for not interfering with that natural growth transition.It's not exactly a fad, but there is a widespread willingness to pay up for a growth story. Classic fundamental analysis takes a back seat. Even negative earnings are ignored. In fact, positive earnings seem to be a limiting measure, producing the question, "Is that all you've got?" The preference is a vision of untold riches when the exciting story plays out as expected.
Should You Buy Bitcoin?
In general, many financial experts support their clientsโ desire to buy cryptocurrency, but they donโt recommend it unless clients express interest. โThe biggest concern for us is if someone wants to invest in crypto and the investment they choose doesnโt do well, and then all of a sudden they canโt send their kids to college,โ says Ian Harvey, a certified financial planner (CFP) in New York City. โThen it wasnโt worth the risk.โ The speculative nature of cryptocurrency leads some planners to recommend it for clientsโ โsideโ investments. โSome call it a Vegas account,โ says Scott Hammel, a CFP in Dallas. โLetโs keep this away from our real long-term perspective, make sure it doesnโt become too large a portion of your portfolio.โ In a very real sense, Bitcoin is like a single stock, and advisors wouldnโt 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 youโre passionate about it. โIf it was one stock, you would never allocate any significant portion of your portfolio to it,โ Hammel says.
