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Merge pull request #137 from reshamas/rs_blog
sprint values blog: fix typos; sprints list: add 2022 dates
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_pages/sprints.md

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- 2022
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- [WiMLDS Paris](https://scikit-learn.fondation-inria.fr/wimlds-paris-sprint-and-contribution-workshop/) (March 2022)
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- Salta, Argentina: [SciPy Latin America](https://pythoncientifico.ar) (Sep 2022)
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- Basel, Switzerland: [EuroSciPy 2022](https://www.euroscipy.org/2022/index.html) (Sep 2022)
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- Dublin, Ireland: [EuroPython 2022](https://ep2022.europython.eu/mentored-sprint) (Jul 2022)
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- Paris, France: [WiMLDS Paris](https://scikit-learn.fondation-inria.fr/wimlds-paris-sprint-and-contribution-workshop/) (Mar 2022)
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- 2021
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- [Fujitsu](https://www.fujitsu.com/global/about/research/article/202111-devsprint2021a.html) (Dec 2021)
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- Data Umbrella [Africa & Middle East Sprint](https://blog.dataumbrella.org/data-umbrella-afme2-2021-scikit-learn-sprint-report) (Oct 2021)
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- Data Umbrella [Latin America Sprint](https://blog.dataumbrella.org/data-umbrella-latam-2021-scikit-learn-sprint-report) (Jun 2021)
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- Data Umbrella [Africa & Middle East Sprint](https://blog.dataumbrella.org/data-umbrella-afme1-2021-scikit-learn-sprint-report) (Feb 2021)
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- [Fujitsu Research](https://www.fujitsu.com/global/about/research/article/202104-devsprint.html) (May 2021)
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- Japan: [Fujitsu Research](https://www.fujitsu.com/global/about/research/article/202111-devsprint2021a.html) (Dec 2021)
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- Online: [Data Umbrella Africa & Middle East Sprint](https://blog.dataumbrella.org/data-umbrella-afme2-2021-scikit-learn-sprint-report) (Oct 2021)
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- Online: [Data Umbrella Latin America Sprint](https://blog.dataumbrella.org/data-umbrella-latam-2021-scikit-learn-sprint-report) (Jun 2021)
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- Online: [Data Umbrella Africa & Middle East Sprint](https://blog.dataumbrella.org/data-umbrella-afme1-2021-scikit-learn-sprint-report) (Feb 2021)
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- Japan: [Fujitsu Research](https://www.fujitsu.com/global/about/research/article/202104-devsprint.html) (May 2021)
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- 2020
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- [EuroPython 2020 Sprints](https://wiki.python.org/moin/EuroPython2020/Sprints) (Jul 2020)
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- [SciPy 2020](https://www.scipy2020.scipy.org/sprints-schedule) (Jul 2020)
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- Data Umbrella + NYC PyLadies [First ONLINE sprint](https://tinyurl.com/sklearn-online) (Jun 2020)
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- Online: [EuroPython 2020 Sprints](https://wiki.python.org/moin/EuroPython2020/Sprints) (Jul 2020)
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- Online: [SciPy 2020](https://www.scipy2020.scipy.org/sprints-schedule) (Jul 2020)
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- Online: [Data Umbrella First Online Global Sprint](https://tinyurl.com/sklearn-online) (Jun 2020)
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- Paris, France: [Sprint of the Decade](https://github.com/scikit-learn/scikit-learn/wiki/Paris-scikit-learn-Sprint-of-the-Decade) (Jan 2020)
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- Berlin, Germany: [WiMLDS sprint](https://github.com/WiMLDS/berlin-2020-scikit-sprint) (Jan 2020)
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- 2019
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- London: [ManAHL hackathon](https://www.man.com/hackathon2019) (Nov 2, 2019)
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- London, UK: [ManAHL hackathon](https://www.man.com/hackathon2019) (Nov 2, 2019)
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- San Francisco, CA: [WiMLDS sprint](http://wimlds.org/opensourcesprints-2/bay-area-scikit-sprint-2019/) (Nov 2019)
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- New York, NY: [WiMLDS sprint](http://wimlds.org/opensourcesprints-2/nyc-scikit-sprint-2019/) (Aug 24, 2019)
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- SciPy: [Austin, TX](https://www.scipy2019.scipy.org/sprints) (Jul 13-14, 2019)
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- New York, NY: [NYC WiMLDS](http://wimlds.org/opensourcesprints-2/nyc-scikit-sprint-2019/) (Aug 24, 2019)
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- Austin, TX: [SciPy](https://www.scipy2019.scipy.org/sprints) (Jul 13-14, 2019)
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- Nairobi, Kenya: [WiMLDS sprint](http://wimlds.org/nairobi-scikit-sprint-2019/) (Jun 22, 2019)
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- Paris: [core sprint, for advanced contributors](https://scikit-learn.fondation-inria.fr/en/scikit-learn-sprint-in-paris/) (Feb)
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- Paris, France: [core sprint, for advanced contributors](https://scikit-learn.fondation-inria.fr/en/scikit-learn-sprint-in-paris/) (Feb)
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- 2018
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- WiMLDS: [New York City](https://reshamas.github.io/highlights-from-the-2018-NYC-WiMLDS-scikit-sprint) (Sep)
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- SciPy: [Austin](http://gael-varoquaux.info/programming/sprint-on-scikit-learn-in-paris-and-austin.html) (open sprint, for new contributors) (Jul)
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- Paris: core sprint, for advanced contributors (Jul)
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- Two Sigma: [New York City](https://twitter.com/amuellerml/status/1007670849774784512) (Jun)
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- UC Berkeley: [Berkeley](https://github.com/scikit-image/scikit-image/wiki/UC-Berkeley-(BIDS)-sprint,-May-28-Jun-2-2018)(May 28 to Jun 2)
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- ManAHL: London (April 21-22, 2018)
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- New York, NY: [NYC WiMLDS](https://reshamas.github.io/highlights-from-the-2018-NYC-WiMLDS-scikit-sprint) (Sep 2018)
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- Austin, TX: [SciPy](http://gael-varoquaux.info/programming/sprint-on-scikit-learn-in-paris-and-austin.html) (open sprint, for new contributors) (Jul 2018)
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- Paris, France: core sprint, for advanced contributors (Jul 2018)
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- New York, NY: [Two Sigma](https://twitter.com/amuellerml/status/1007670849774784512) (Jun 2018)
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- Berkeley, CA: [UC Berkeley](https://github.com/scikit-image/scikit-image/wiki/UC-Berkeley-(BIDS)-sprint,-May-28-Jun-2-2018)(May 28 to Jun 2)
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- London, UK: ManAHL (April 21-22, 2018)
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- 2017
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- [Paris](http://gael-varoquaux.info/programming/scikit-learn-paris-sprint-2017.html) (Jun)
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- WiMLDS: [New York City](https://github.com/WiMLDS/scikit-sprint-nyc-2017/blob/master/README.md) (Mar)
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- [Paris, France](http://gael-varoquaux.info/programming/scikit-learn-paris-sprint-2017.html) (Jun)
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- New York, NY: [NYC WiMLDS](https://github.com/WiMLDS/scikit-sprint-nyc-2017/blob/master/README.md) (Mar)
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- 2016
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- SciPy: [Austin](https://scipy2016.scipy.org/ehome/146062/332969/) (Jul)
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- 2015
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- Paris, Logilab (Apr)
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- Boston MIT
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- 2010
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- Paris (Sep)
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- Paris (Jun)
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- Paris (Mar)
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- Paris, France: (Sep 2010)
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- Paris, France: (Jun 2010)
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- Paris, France: (Mar 2010)
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- **first release of scikit-learn** (Feb)
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## References

_posts/2022-07-13-sprints-value.md

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The [scikit-learn](https://scikit-learn.org/dev/index.html) project has a long and extraordinary legacy of open source sprints. Since 2010, when its [first public version](https://en.wikipedia.org/wiki/Scikit-learn) was released, there have been as many as [45 sprints organized](https://blog.scikit-learn.org/sprints/). The number 45 is a lower bound, since there are likely more sprints that have not been listed.
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To date, more than 2400 people have contributed to [scikit-learn](https://github.com/scikit-learn/scikit-learn). The number of contributors to scikit-learn exceeds those of other related libraries such as numpy, scipy and matplotlib, with the exception of the [pandas](https://github.com/pandas-dev/pandas), which has a greater number of contributors (See Appendix A).
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To date, more than 2400 people have contributed to [scikit-learn](https://github.com/scikit-learn/scikit-learn). The number of contributors to scikit-learn exceeds those of other related libraries such as numpy, scipy and matplotlib, with the exception of [pandas](https://github.com/pandas-dev/pandas), which has a greater number of contributors (See Appendix A).
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The public discourse on open source has expanded to explore topics of sustainability, funding models, and diversity and inclusion, to name a few. A *reasonable*, yet *difficult to answer* question that has been posed is:
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>*<span style="background-color: #CAE9F5;">
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Due to technological limitations of GitHub and privacy concerns, we do not hold precise data on how many scikit-learn contributors connected to the project via a sprint. We have no formal data collection process which records statistics on how many sprint participants are recurring or information on their contributions to other open source projects or other long term positive ripple effects. A scientific look at the correlation between the number of sprints and contributors is beyond the scope of this article. What we *will examine* in this article are the **objectives, results and aspirations** of running the scikit-learn sprints.
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<span style="background-color: #CAE9F5;">The queries from other open-source projects requesting guidance on sprints and diversity and inclusions have been increasing.</span> We share these experiences and lessons learned with the community, potential funders and open source project maintainers, particularly those projects which are nascent in their quest to build community, sustainability and diversity and inclusion.
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<span style="background-color: #CAE9F5;">The queries from other open-source projects requesting guidance on sprints and diversity and inclusion have been increasing.</span> We share these experiences and lessons learned with the community, potential funders and open source project maintainers, particularly those projects which are nascent in their quest to build community, sustainability and diversity and inclusion.
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## Outline
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