The Ledger
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Running Apache Spark on a single node is slower than Pandas
“You can use spark at the single node scale as an alternative to pandas through the koalas interface, but you'll find that for many workloads, it's simply slower than pandas, which is not super impressive.”
Over 90% of Python tabular data passes through Pandas
“I'd say, you know, nine, more than 90% of the data that's coming into structured data processing in, in the Python ecosystem, tabular data processing is passing through pandas at some point at some point in its lifetime.”
Pandas never had a significant corporate sponsor
“Pandas never really had a significant corporate sponsor who was you know putting in the majority of contributions. Like it really was a community project almost, you know from the get go.”