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Giles Weaver

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titleconferencedate
Pandas 2, Dask or Polars? Tackling larger data on a single machinePyData Global 20232023-12-06
Pandas 2 adds Arrow types and copy‑on‑write (to be default later) and on one dataset shows 82 million rows → 39 GB (numpy) vs 11 GB (Arrow) but mixed perf…
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Machine learning with ventilator dataPyData London 20172017-05-05
Processes 100Hz dual-channel ventilator data from neonatal ICU traces, about 160 ventilator days collected (each day ≈600–700 MB) producing roughly 43,000…
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Data Driven Diagnosis of Alzheimer's DiseasePyData London 20162016-05-06
A citizen science pipeline scrapes the Alzheimer’s Society forums with BeautifulSoup and produces user- and post-level dataframes (about 3,600 threads and…
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Data Driven Diagnosis of Alzheimer's DiseasePyData London 20162016-05-06
Scraped Alzheimer Society UK forums yielding 3600 threads and 78,000 posts, cleaned with BeautifulSoup and aggregated by user; features include…
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Statistically Solving Sneezes and Sniffles Step by StepPyData London 20162016-05-06
Project records a year of one-person, timestamped symptom logs with GPS and backs them up to Segment IO, plus external London Air, weather, MyFitnessPal and…
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