Evidence map›Paper›PMID 36757918›Full record

ArticlePloS one2023

First steps into the cloud: Using Amazon data storage and computing with Python notebooks.

Daniel J Pollak, Gautam Chawla, Andrey Andreev, David A Prober

Abstract read
In one paragraph

Article in PloS one, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Daniel J PollakDivision of Biology and Biological Engineering, California Institute of Technology, Pasadena, California, United States of America.ORCID 0000-0003-3738-0361
Gautam ChawlaDivision of Biology and Biological Engineering, California Institute of Technology, Pasadena, California, United States of America.ORCID 0000-0001-6478-8712
Andrey AndreevDivision of Biology and Biological Engineering, California Institute of Technology, Pasadena, California, United States of America.ORCID 0000-0002-7833-1390
David A ProberDivision of Biology and Biological Engineering, California Institute of Technology, Pasadena, California, United States of America.

Funding

Genetic and Neuronal Mechanisms that Regulate Zebrafish Sleep - DIVERSITY SUPPLEMENTR35NS122172 · NINDS · CALIFORNIA INSTITUTE OF TECHNOLOGY · PI David Aaron Prober · 2021 to 2026
$6.1M
Whole-Brain Functional Imaging and Analysis of Zebrafish SleepUF1NS126562 · NINDS · CALIFORNIA INSTITUTE OF TECHNOLOGY · PI GOODHILL, GEOFFREY J, PROBER, DAVID AARON · 2022 to 2023
$3.4M
Predoctoral Training in Quantitative NeuroscienceT32NS105595 · NINDS · CALIFORNIA INSTITUTE OF TECHNOLOGY · PI MARKUS MEISTER · 2019 to 2026
$2.6M
NINDS NIH HHS R35 NS122172NINDS NIH HHS T32 NS105595NINDS NIH HHS UF1 NS126562
6 · The paper itself

Abstract

With the oncoming age of big data, biologists are encountering more use cases for cloud-based computing to streamline data processing and storage. Unfortunately, cloud platforms are difficult to learn, and there are few resources for biologists to demystify them. We have developed a guide for experimental biologists to set up cloud processing on Amazon Web Services to cheaply outsource data processing and storage. Here we provide a guide for setting up a computing environment in the cloud and showcase examples of using Python and Julia programming languages. We present example calcium imaging data in the zebrafish brain and corresponding analysis using suite2p software. Tools for budget and user management are further discussed in the attached protocol. Using this guide, researchers with limited coding experience can get started with cloud-based computing or move existing coding infrastructure into the cloud environment.

Indexed as

SoftwareZebrafishAnimalsCloud ComputingInformation Storage and RetrievalProgramming Languages

Identifiers

PMID36757918
PMCPMC9910747

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.