There was that infamous picture of the Steam Group, something like, “Never Buy CoD XYZ”. Half of the group members were playing it.
9,111 karma · joined October 12, 2022
There was that infamous picture of the Steam Group, something like, “Never Buy CoD XYZ”. Half of the group members were playing it.
Pandas is more ergonomic in that some ideas can be more tersely represented. The downside is that this results in more dynamism which can change if the underlying data gets updated. Polars is more strict in that it will not silently flip a data type on you. However this strictness does come at the cost of being a bit slower to type and some data idioms not having a good Polars equivalent.
People like to note the speed improvements, but that is the least interesting thing about the library. Rarely have I ever had a problem where I was bottlenecked by Pandas throughout.
Polars is very much a Pandas 2.0 with a bunch of lessons learned. I do not think it is earth shattering changes, but it is worth migrating when you can.
I do not think of a dataframe as a set, but an ordered collection of rows. My source csv had the rows in this order and I want that maintained unless I choose maximum performance.
Texas just announced they are going to shut down more polling locations in the upcoming election. I wonder if it will happen to be in a Democrat concentrated region.
Unless the absentee process is guaranteed to be frictionless, it is inviting more rat fuckery.
Actual, intentional rampant fraud has not been documented.
But what if they violate their contract!" is some pretty tin-foil hat stuff.
The foundation of these businesses is stealing IP in bulk.If the guy was so hot to not lose a dime, he could have said, “Loan me 10k yen right now, I will pay you back ASAP”.
If the guy is in Japan with American currency, he likely knows the exchange rate and exactly the terms he was getting.
There was a recent story about some guy who had been buying season tickets for decades by paper ticket. The stadium shutdown the paper ticketing and left him without an option, except to purchase a smartphone.
If it is truly for my benefit, they could let me opt in or out of the behavior. I truly derive value from being able to search the local copy of my email to track purchases.
Clearly a customer focused decision.
Electrical + AC is a firm line where that goes from shed to detached office.
- Microsoft $281 billion
- Apple $416 billion
- Google $402 billion
Seems likely that a company renting most of their hardware will generate multiples more cash than these established playersDespite rising electricity demand, so much solar has already been installed that fossil fuel generation decreased last year. Renewables now generate more total energy than coal. This will only continue as more solar + batteries come online. Thanks to Iran, renewable projects are getting fast tracked globally to reduce the dependence on foreign energy.
Coal capacity is increasing, but it is not being used. Mostly China is constructing new plants but leaving them idle.
Check the Ember 2026 report for all the global details:
..In another global milestone, renewables overtook coal power in 2025. Solar, wind, hydropower and other renewable sources together contributed more than a third of global electricity generation for the first time in the modern power system. Conversely, the share of coal power fell below a third for the first time in history.
.. Driven by record solar growth, low-carbon power generation increased by 887 TWh in 2025, outpacing electricity demand growth of 849 TWh. Solar power alone met 75% of the net increase in electricity demand. Together with wind, the two sources met almost all (99%) demand growth. For the first time since the Covid-19 pandemic in 2020, and only the fifth time this century, fossil generation did not rise, recording a small fall of 38 TWh (-0.2%).
Also, a whole 200GW new coal+gas capacity in the pipeline! OMG! In 2025, the world installed 647GW of solar capacity, generating 2778 TWh.https://ember-energy.org/latest-insights/global-electricity-...
Solar installation is huge and the increase continues to accelerate. Every year has seen a record amount of installed solar. Solar started at zero two decades ago and is already curbing other sources.
Costco gas is famously a loss leader, typically running 15 to 20 cents below surrounding stations.
Is this true? I always assumed that Costco just had better deals/longer horizon commitments so it could undercut local stations. Maybe they even own a refinery just to maintain the best margin.