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Forecasting at scale

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36 days ago
RT @RosanaFerrero: Practical Data Science for Stats - a PeerJ Collection: Forecasting at scale https://t.co/xIMlEA7fg7
Practical Data Science for Stats - a PeerJ Collection: Forecasting at scale https://t.co/xIMlEA7fg7
RT @jrauser: Reading the paper (https://t.co/glCtHcNLiY), I agree that with type-a data science, the scaling problems are all about humans,…
44 days ago
Reading the paper (https://t.co/glCtHcNLiY), I agree that with type-a data science, the scaling problems are all about humans, not machines.
Forecasting at Scale (with Facebook's Prophet) https://t.co/PCe4G17FRG via @PeerJPreprints
78 days ago
Beagle Sniffing out the lastest News Forecasting at Scale [PeerJ Preprints] https://t.co/GNMbCyAtKA, see more https://t.co/sa5OgR266h
RT @v_vashishta: Forecasting at Scale https://t.co/y1S3pfStn4 #DataScience
RT @v_vashishta: Forecasting at Scale https://t.co/y1S3pfStn4 #DataScience
RT @v_vashishta: Forecasting at Scale https://t.co/y1S3pfStn4 #DataScience
RT @v_vashishta: Forecasting at Scale https://t.co/y1S3pfStn4 #DataScience
RT @v_vashishta: Forecasting at Scale https://t.co/y1S3pfStn4 #DataScience
78 days ago
RT @v_vashishta: Forecasting at Scale https://t.co/y1S3pfStn4 #DataScience
RT @v_vashishta: Forecasting at Scale https://t.co/y1S3pfStn4 #DataScience
RT @v_vashishta: Forecasting at Scale https://t.co/y1S3pfStn4 #DataScience
RT @v_vashishta: Forecasting at Scale https://t.co/y1S3pfStn4 #DataScience
RT @v_vashishta: Forecasting at Scale https://t.co/y1S3pfStn4 #DataScience
RT @v_vashishta: Forecasting at Scale https://t.co/y1S3pfStn4 #DataScience
RT @v_vashishta: Forecasting at Scale https://t.co/y1S3pfStn4 #DataScience
RT @v_vashishta: Forecasting at Scale https://t.co/y1S3pfStn4 #DataScience
RT @v_vashishta: Forecasting at Scale https://t.co/y1S3pfStn4 #DataScience
RT @v_vashishta: Forecasting at Scale https://t.co/y1S3pfStn4 #DataScience
78 days ago
RT @v_vashishta: Forecasting at Scale https://t.co/y1S3pfStn4 #DataScience
78 days ago
RT @v_vashishta: Forecasting at Scale https://t.co/y1S3pfStn4 #DataScience
RT @v_vashishta: Forecasting at Scale https://t.co/y1S3pfStn4 #DataScience
Forecasting at Scale https://t.co/y1S3pfStn4 #DataScience
RT @v_vashishta: Forecasting at Scale https://t.co/y1S3pga4eC #DataScience
80 days ago
RT @v_vashishta: Forecasting at Scale https://t.co/y1S3pga4eC #DataScience
RT @v_vashishta: Forecasting at Scale https://t.co/y1S3pga4eC #DataScience
RT @_GregoryPrince_: #DataScience: Forecasting at Scale [PeerJ Preprints] https://t.co/rAvONbl5d4
#DataScience: Forecasting at Scale [PeerJ Preprints] https://t.co/rAvONbl5d4
#DataScience: Forecasting at Scale [PeerJ Preprints] https://t.co/BPcBOg825e
RT @v_vashishta: Forecasting at Scale https://t.co/y1S3pga4eC #DataScience
RT @v_vashishta: Forecasting at Scale https://t.co/y1S3pga4eC #DataScience
80 days ago
RT @v_vashishta: Forecasting at Scale https://t.co/y1S3pga4eC #DataScience
80 days ago
RT @v_vashishta: Forecasting at Scale https://t.co/y1S3pga4eC #DataScience
RT @v_vashishta: Forecasting at Scale https://t.co/y1S3pga4eC #DataScience
RT @v_vashishta: Forecasting at Scale https://t.co/y1S3pga4eC #DataScience
80 days ago
RT @v_vashishta: Forecasting at Scale https://t.co/y1S3pga4eC #DataScience
RT @v_vashishta: Forecasting at Scale https://t.co/y1S3pga4eC #DataScience
RT @v_vashishta: Forecasting at Scale https://t.co/y1S3pga4eC #DataScience
80 days ago
RT @v_vashishta: Forecasting at Scale https://t.co/y1S3pga4eC #DataScience
RT @v_vashishta: Forecasting at Scale https://t.co/y1S3pga4eC #DataScience
80 days ago
RT @v_vashishta: Forecasting at Scale https://t.co/y1S3pga4eC #DataScience
RT @v_vashishta: Forecasting at Scale https://t.co/y1S3pga4eC #DataScience
80 days ago
RT @v_vashishta: Forecasting at Scale https://t.co/y1S3pga4eC #DataScience
80 days ago
RT @v_vashishta: Forecasting at Scale https://t.co/y1S3pga4eC #DataScience
RT @v_vashishta: Forecasting at Scale https://t.co/y1S3pga4eC #DataScience
RT @v_vashishta: Forecasting at Scale https://t.co/y1S3pga4eC #DataScience
RT @v_vashishta: Forecasting at Scale https://t.co/y1S3pga4eC #DataScience
80 days ago
RT @v_vashishta: Forecasting at Scale https://t.co/y1S3pga4eC #DataScience
RT @v_vashishta: Forecasting at Scale https://t.co/y1S3pga4eC #DataScience
RT @v_vashishta: Forecasting at Scale https://t.co/y1S3pga4eC #DataScience
RT @v_vashishta: Forecasting at Scale https://t.co/y1S3pga4eC #DataScience
RT @v_vashishta: Forecasting at Scale https://t.co/y1S3pga4eC #DataScience
80 days ago
RT @v_vashishta: Forecasting at Scale https://t.co/y1S3pga4eC #DataScience
RT @v_vashishta: Forecasting at Scale https://t.co/y1S3pga4eC #DataScience
80 days ago
RT @v_vashishta: Forecasting at Scale https://t.co/y1S3pga4eC #DataScience
RT @v_vashishta: Forecasting at Scale https://t.co/y1S3pga4eC #DataScience
RT @v_vashishta: Forecasting at Scale https://t.co/y1S3pga4eC #DataScience
RT @v_vashishta: Forecasting at Scale https://t.co/y1S3pga4eC #DataScience
RT @v_vashishta: Forecasting at Scale https://t.co/y1S3pga4eC #DataScience
RT @v_vashishta: Forecasting at Scale https://t.co/y1S3pga4eC #DataScience
RT @v_vashishta: Forecasting at Scale https://t.co/y1S3pga4eC #DataScience
Forecasting at Scale https://t.co/y1S3pga4eC #DataScience
RT @davidengaut: Forecasting at Scale using the Prophet package https://t.co/yBZsY3x7sz via @PeerJPreprints
Forecasting at Scale using the Prophet package https://t.co/yBZsY3x7sz via @PeerJPreprints
Next: Forecasting at scale. https://t.co/mlvzpOLcYt By the authors of the Prophet package at Facebook https://t.co/RQehS1AoEd
Forecasting at Scale https://t.co/Fo13W93UpY
NOT PEER-REVIEWED
"PeerJ Preprints" is a venue for early communication or feedback before peer review. Data may be preliminary.

Additional Information

Competing Interests

Sean J Taylor and Benjamin Letham are both employees at Facebook, Inc.

Author Contributions

Sean J Taylor analyzed the data, wrote the paper, prepared figures and/or tables, performed the computation work, reviewed drafts of the paper.

Benjamin Letham analyzed the data, wrote the paper, prepared figures and/or tables, performed the computation work, reviewed drafts of the paper.

Data Deposition

The following information was supplied regarding data availability:

All code is available in our open source repository: https://github.com/facebookincubator/prophet

Funding

The authors received no funding for this work.


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