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2 changes: 1 addition & 1 deletion content/en/code-of-conduct.md
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Expand Up @@ -7,7 +7,7 @@ aliases:

### Introduction

This Code of Conduct applies to all spaces managed by the NumPy project, including all public and private mailing lists, issue trackers, wikis, blogs, Twitter, and any other communication channel used by our community. The NumPy project does not organise in-person events, however events related to our community should have a code of conduct similar in spirit to this one.
This Code of Conduct applies to all spaces managed by the NumPy project, including all public and private mailing lists, issue trackers, wikis, blogs, X, and any other communication channel used by our community. The NumPy project does not organise in-person events, however events related to our community should have a code of conduct similar in spirit to this one.

This Code of Conduct should be honored by everyone who participates in the NumPy community formally or informally, or claims any affiliation with the project, in any project-related activities and especially when representing the project, in any role.

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2 changes: 1 addition & 1 deletion content/en/community.md
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Expand Up @@ -51,7 +51,7 @@ details and how to get an invite.

If you would like to find a local meetup or study group to learn more about NumPy and the wider ecosystem of Python packages for data science and scientific computing, we recommend exploring the [PyData meetups](https://www.meetup.com/pro/pydata/) (150+ meetups, 100,000+ members).

NumPy also organizes in-person sprints for its team and interested contributors occasionally. These are typically planned several months in advance and will be announced on the [mailing list](https://mail.python.org/mailman/listinfo/numpy-discussion) and [Twitter](https://twitter.com/numpy_team).
NumPy also organizes in-person sprints for its team and interested contributors occasionally. These are typically planned several months in advance and will be announced on the [mailing list](https://mail.python.org/mailman/listinfo/numpy-discussion).


## Conferences
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3 changes: 1 addition & 2 deletions content/en/contribute.md
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Expand Up @@ -92,8 +92,7 @@ issue](https://github.com/numpy/numpy.org/issues/55) to sign up.
### Community coordination and outreach

Through community contact we share our work more widely and learn where we're
falling short. We're eager to get more people involved in efforts like our
[Twitter](https://twitter.com/numpy_team) account, organizing NumPy [code
falling short. We're eager to get more people involved in efforts like organizing NumPy [code
sprints](https://scisprints.github.io/), a newsletter, and perhaps a blog.

### Fundraising
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