hevodata.com/learn/luigi-vs-airflow/#2 desktop
www.upsolver.com/blog/workflow-management-review-airflow-vs-luigi#3 desktop
www.datarevenue.com/en-blog/airflow-vs-luigi-vs-argo-vs-mlflow-vs-kubeflow#4 desktop
betterprogramming.pub/airbnbs-airflow-versus-spotify-s-luigi-bd4c7c2c0791#5 desktop
towardsdatascience.com/data-pipelines-luigi-airflow-everything-you-need-to-know-18dc741449b7#6 desktop
m.youtube.com/watch?v=xBGmJDD-dbk#7 mobile
otonomo.io/luigi-airflow-pinball-and-chronos-comparing-workflow-management-systems/#8 desktop
www.youtube.com/watch?v=xBGmJDD-dbk#9 desktop
medium.datadriveninvestor.com/the-best-automation-workflow-management-tool-airbnb-airflow-vs-spotify-luigi-5f4c9832e9fd#11 desktop
mulesoftonlinelearning.home.blog/2020/05/12/top-python-etl-tools-aka-airflow-vs-the-world/#13 desktop
blog.panoply.io/top-9-python-etl-tools-and-when-to-use-them#14 desktop
www.reddit.com/r/pystats/comments/bsbtg8/python_etl_tools_comparison_airflow_vs_the_world/#15 desktop
www.libhunt.com/compare-airflow-vs-luigi#17 desktop
analyticsindiamag.com/6-best-alternatives-to-apache-airflow/#18 desktop
neptune.ai/blog/best-workflow-and-pipeline-orchestration-tools#19 desktop
www.stitchdata.com/vs/airflow/aws-glue/#20 desktop
www.geeksforgeeks.org/top-7-python-etl-tools-to-learn/#21 desktop
kapernikov.com/a-comparison-of-data-processing-frameworks/#23 desktop
www.conceptatech.com/blog/looking-into-luigi-a-workflow-management-system-review#24 desktop
www.pinterest.com/pin/796152040351724532/#25 desktop
github.com/pditommaso/awesome-pipeline#27 desktop
ubiops.com/data-pipelines-what-why-and-which-ones/#28 desktop
www.ksolves.com/blog/big-data/nifi/apache-nifi-vs-airflow-overview-and-comparison-study#30 desktopairflow
Importance10/10
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Typical uses7-21
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python
Importance10/10
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workflow
Importance10/10
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Typical uses5-13
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luigi
Importance10/10
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dag
Importance9/10
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open source
Importance9/10
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etl
Importance9/10
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Typical uses4-10
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scheduler
Importance9/10
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Typical uses2-6
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dependencies
Importance8/10
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data pipelines
Importance8/10
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Typical uses1-3
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airbnb
Importance6/10
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aws
Importance6/10
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Typical uses1-3
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spotify
Importance6/10
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Typical uses1-3
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directed acyclic graphs
Importance6/10
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hadoop
Importance6/10
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Typical uses1-3
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apache airflow
Importance6/10
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Typical uses2-6
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api
Importance6/10
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Typical uses2-4
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nodes
Importance6/10
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Typical uses1-2
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workflow management
Importance6/10
The importance of a term to the overall relevance of the content, with 1 being the least important and 10 being a must-include.
Typical uses2-6
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Your uses8
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machine learning
Importance5/10
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Typical uses1-2
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spark
Importance5/10
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Typical uses2-4
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visualization
Importance5/10
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Typical uses1-3
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data science
Importance5/10
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Typical uses1-3
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sql
Importance5/10
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Typical uses1-3
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template
Importance5/10
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Typical uses1-2
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data engineers
Importance4/10
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Typical uses1-3
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command line
Importance4/10
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Typical uses1-2
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extensible
Importance4/10
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Typical uses1-3
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github
Importance4/10
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Typical uses2-6
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orchestration
Importance4/10
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Typical uses2-4
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metadata
Importance4/10
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Typical uses1-2
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python package
Importance4/10
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Typical uses1-2
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redshift
Importance4/10
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Typical uses1-2
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automation
Importance4/10
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Typical uses1-3
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tutorial
Importance4/10
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Typical uses1-2
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data warehouse
Importance3/10
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Typical uses2-6
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Your uses1
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Heading presenceLow
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data scientists
Importance3/10
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Typical uses1-3
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user interface
Importance3/10
The importance of a term to the overall relevance of the content, with 1 being the least important and 10 being a must-include.
Typical uses1-2
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kubernetes
Importance3/10
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Typical uses2-4
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data processing
Importance3/10
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Typical uses1-3
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use cases
Importance3/10
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Typical uses1-3
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data analysis
Importance3/10
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Typical uses1-2
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ecosystems
Importance3/10
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Typical uses1-2
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use airflow
Importance3/10
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Typical uses1-3
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cron jobs
Importance3/10
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Typical uses1-2
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amazon
Importance3/10
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Typical uses1-2
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rerun
Importance3/10
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Typical uses1-3
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batch jobs
Importance3/10
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Typical uses1-2
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dataset
Importance3/10
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Typical uses1-3
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Link Opportunities0
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big data
Importance3/10
The importance of a term to the overall relevance of the content, with 1 being the least important and 10 being a must-include.
Typical uses1-2
The typical number of times a term appears in a top search result. To be used as a guide rather than a rule.
Your uses1
The number of times a term appears in your content.
Competitor usage examples
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complex workflows
Importance3/10
The importance of a term to the overall relevance of the content, with 1 being the least important and 10 being a must-include.
Typical uses1-2
The typical number of times a term appears in a top search result. To be used as a guide rather than a rule.
Your uses1
The number of times a term appears in your content.
Competitor usage examples
See real world examples of how your top competitors have integrated this term into their content.
Link Opportunities0
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data flow
Importance3/10
The importance of a term to the overall relevance of the content, with 1 being the least important and 10 being a must-include.
Typical uses1-2
The typical number of times a term appears in a top search result. To be used as a guide rather than a rule.
Your uses1
The number of times a term appears in your content.
Competitor usage examples
See real world examples of how your top competitors have integrated this term into their content.
Link Opportunities0
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slack
Importance3/10
The importance of a term to the overall relevance of the content, with 1 being the least important and 10 being a must-include.
Typical uses1-2
The typical number of times a term appears in a top search result. To be used as a guide rather than a rule.
Your uses–
The number of times a term appears in your content.
Competitor usage examples
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Link Opportunities0
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real-time
Importance3/10
The importance of a term to the overall relevance of the content, with 1 being the least important and 10 being a must-include.
Typical uses1-3
The typical number of times a term appears in a top search result. To be used as a guide rather than a rule.
Your uses1
The number of times a term appears in your content.
Competitor usage examples
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Link Opportunities0
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data structures
Importance3/10
The importance of a term to the overall relevance of the content, with 1 being the least important and 10 being a must-include.
Typical uses1-2
The typical number of times a term appears in a top search result. To be used as a guide rather than a rule.
Your uses1
The number of times a term appears in your content.
Competitor usage examples
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Link Opportunities0
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pandas
Importance2/10
The importance of a term to the overall relevance of the content, with 1 being the least important and 10 being a must-include.
Typical uses2-4
The typical number of times a term appears in a top search result. To be used as a guide rather than a rule.
Your uses–
The number of times a term appears in your content.
Competitor usage examples
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Link Opportunities0
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algorithms
Importance2/10
The importance of a term to the overall relevance of the content, with 1 being the least important and 10 being a must-include.
Typical uses1-2
The typical number of times a term appears in a top search result. To be used as a guide rather than a rule.
Your uses–
The number of times a term appears in your content.
Competitor usage examples
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Link Opportunities0
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hive
Importance2/10
The importance of a term to the overall relevance of the content, with 1 being the least important and 10 being a must-include.
Typical uses1-2
The typical number of times a term appears in a top search result. To be used as a guide rather than a rule.
Your uses1
The number of times a term appears in your content.
Competitor usage examples
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Link Opportunities0
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data sources
Importance2/10
The importance of a term to the overall relevance of the content, with 1 being the least important and 10 being a must-include.
Typical uses1-3
The typical number of times a term appears in a top search result. To be used as a guide rather than a rule.
Your uses1
The number of times a term appears in your content.
Competitor usage examples
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Link Opportunities0
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argo
Importance2/10
The importance of a term to the overall relevance of the content, with 1 being the least important and 10 being a must-include.
Typical uses1-3
The typical number of times a term appears in a top search result. To be used as a guide rather than a rule.
Your uses–
The number of times a term appears in your content.
Competitor usage examples
See real world examples of how your top competitors have integrated this term into their content.
Link Opportunities0
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