[Pandas-dev] Mailing list for Python data analytics ecosystem developers?

Andy Ray Terrel andy.terrel at gmail.com
Fri Jan 4 12:08:40 EST 2019


Well seeing we have folks signing up for the list I think my instructions
were sufficient. If anyone knows how to get a single click sign up in
google groups I'm all ears.

-- Andy

On Thu, Jan 3, 2019 at 11:02 PM Andy Ray Terrel <andy.terrel at gmail.com>
wrote:

> Yeah, google groups on a custom domain seem challenging.
>
> I believe it is set up to be public on the internet now. When I go to
> https://groups.google.com and search dev at pydata.org it takes me to the
> group.
>
> Unfortunately when I just try to go straight to the page
> https://groups.google.com/a/pydata.org/forum/#!forum/dev it doesn't show
> me the dev at pydata.org forum.
>
> On Thu, Jan 3, 2019 at 6:42 PM Marc Garcia <garcia.marc at gmail.com> wrote:
>
>> Sorry for the silly question. But how can I subscribe to dev at pydata.org?
>>
>> On Thu, Jan 3, 2019 at 5:58 PM Andy Ray Terrel <andy.terrel at gmail.com>
>> wrote:
>>
>>> I added you directly. I have the access to "anyone can join" but perhaps
>>> I'm missing something. I'll keep poking around.
>>>
>>> On Thu, Jan 3, 2019 at 11:49 AM Wes McKinney <wesmckinn at gmail.com>
>>> wrote:
>>>
>>>> I got a permission error because it's a private domain (I don't have a
>>>> @pydata.org e-mail address)
>>>>
>>>> On Thu, Jan 3, 2019 at 11:46 AM Andy Ray Terrel <andy.terrel at gmail.com>
>>>> wrote:
>>>> >
>>>> > It is managed by Google groups.
>>>> >
>>>> > I can definitely make others admins. Just join up and let me know if
>>>> you want to admin.
>>>> >
>>>> > On Thu, Jan 3, 2019 at 11:34 AM Wes McKinney <wesmckinn at gmail.com>
>>>> wrote:
>>>> >>
>>>> >> Is it managed by Google groups or is it mailman or Pony Mail? Can you
>>>> >> make some of us admins?
>>>> >>
>>>> >> Thanks
>>>> >>
>>>> >> On Thu, Jan 3, 2019 at 10:53 AM Andy Ray Terrel <
>>>> andy.terrel at gmail.com> wrote:
>>>> >> >
>>>> >> >
>>>> >> >
>>>> >> > On Mon, Dec 31, 2018 at 12:07 PM Andy Ray Terrel <
>>>> andy.terrel at gmail.com> wrote:
>>>> >> >>
>>>> >> >>
>>>> >> >> On Mon, Dec 31, 2018 at 11:28 AM Wes McKinney <
>>>> wesmckinn at gmail.com> wrote:
>>>> >> >>>
>>>> >> >>> As a discussion list intended for project developers, I am not
>>>> >> >>> anticipating so much noise that people become disengaged. If we
>>>> were
>>>> >> >>> creating a forum to collect user feedback, that would be a
>>>> little bit
>>>> >> >>> different. I'm more looking to encourage the sharing of more high
>>>> >> >>> level project planning, roadmaps and goals, fund raising
>>>> activities,
>>>> >> >>> and other matters related to the health and growth of the major
>>>> >> >>> community projects. It would be really useful for each project to
>>>> >> >>> state a list of goals for some future horizon (e.g. 1 year).
>>>> >> >>>
>>>> >> >>> I have observed that some of these cross-project discussions
>>>> often
>>>> >> >>> only happen in person, or on an ad hoc basis on GitHub issues.
>>>> >> >>>
>>>> >> >>> User feedback can be helpful, but in practice most projects
>>>> function
>>>> >> >>> as "do-ocracies" where opinions are roughly valued proportional
>>>> to
>>>> >> >>> project contributions.
>>>> >> >>>
>>>> >> >>> It would also be useful to be able to point users to historical
>>>> >> >>> discussions amongst project developers when there are questions
>>>> or
>>>> >> >>> concerns. My anecdotal experience is that the lack of visible /
>>>> >> >>> centralized cross-project discussions and roadmapping / planning
>>>> /
>>>> >> >>> goal discussion has at times led to user (or developer) confusion
>>>> >> >>> about what different groups of developers are trying to
>>>> accomplish.
>>>> >> >>>
>>>> >> >>> The concerns raised seem to be mostly about optimizing
>>>> large-scale
>>>> >> >>> communications. Let's first see if there is communication that
>>>> needs
>>>> >> >>> to be optimized. Even if we add additional tools to facilitate
>>>> >> >>> communications, I think we still need a mailing list.
>>>> >> >>>
>>>> >> >>
>>>> >> >> Have we decided which mailing list we desire? I forgot we could
>>>> also just make it dev at pydata.org if we like. In general I think, we
>>>> should write up a governance document on pydata as a whole.
>>>> >> >>
>>>> >> >
>>>> >> >
>>>> >> > I've created a list dev at pydata.org if we want to use it.
>>>> >> >
>>>> >> > On the governance front, Leah is putting together a plan around
>>>> managing pydata conferences going. We also wanted to revamp pydata.org
>>>> to reflect more of the development community around the ecosystem so
>>>> definitely send ideas and thoughts.
>>>> >> >
>>>> >> > -- Andy
>>>> >> >
>>>> >> >>
>>>> >> >> - Andy
>>>> >> >>
>>>> >> >>>
>>>> >> >>> - Wes
>>>> >> >>>
>>>> >> >>> On Sat, Dec 29, 2018 at 4:58 PM Matthew Rocklin <
>>>> mrocklin at gmail.com> wrote:
>>>> >> >>> >
>>>> >> >>> > > I don't see what is wrong with using e-mail.
>>>> >> >>> >
>>>> >> >>> > There were some issues raised before:
>>>> >> >>> >
>>>> >> >>> > I'm slightly concerned that a broad ranging e-mail list that
>>>> encompasses all of PyData would get noisy.  For example I can imagine
>>>> lengthy conversations on visualization or probabalistic programming that,
>>>> while I find important, would likely want to take a pass on.  Having a
>>>> service that includes tags and subscription to those tags may have value.
>>>> >> >>> > E-mail list archives tend to collect dust.  If we're doing
>>>> long-range cross-project coordination then those conversations might have
>>>> long term value.  We might want to cross reference them, upvote them,
>>>> subscribe to them, and so on.
>>>> >> >>> >
>>>> >> >>> > And also some benefits of discourse raised by Nathaniel which
>>>> might be turned around to be interpreted as concerns with e-mail.
>>>> >> >>> >
>>>> >> >>> > My impression so far is that discourse takes a bit of
>>>> adjustment
>>>> >> >>> > compared to mailing lists, but it has a lot of valuable
>>>> features like
>>>> >> >>> > multi-quoting, markdown (code blocks, links, ...), solid
>>>> moderation
>>>> >> >>> > tools (e.g. if a discussion diverges you can retroactively
>>>> split parts
>>>> >> >>> > of it out into a new topic), polls (these were incredibly
>>>> useful for
>>>> >> >>> > taking the temperature of the community during the governance
>>>> >> >>> > discussions), ability to reply to messages that were posted
>>>> before you
>>>> >> >>> > joined the list, configurable notifications (email me
>>>> everything /
>>>> >> >>> > email me when a new topic is created / email me a summary
>>>> weekly /
>>>> >> >>> > ...), ...
>>>> >> >>> >
>>>> >> >>> > > It is public, archival, and append-only. GitHub issues are
>>>> non-archival and comments can be edited or deleted.
>>>> >> >>> >
>>>> >> >>> > That's certainly true of GitHub issues.  I suspect that it's
>>>> also true of Discourse (though I'd have to go through the docs to make sure
>>>> that it wasn't possible to turn it off).  From my perspective the
>>>> (in)ability to edit or delete comments isn't a big deal.  I'm not
>>>> particularly concerned with people modifying history in a nefarious way.
>>>> Though perhaps my viewpoint here is naive.  I haven't yet run into this
>>>> issue in our community.
>>>> >> >>> >
>>>> >> >>> > I think that the biggest benefit to using an e-mail list is
>>>> that it's a well known technology with a low barrier to adoption.
>>>> >> >>> >
>>>> >> >>> > I anticipate two likely failure modes for e-mail and discourse
>>>> respectively:
>>>> >> >>> >
>>>> >> >>> > EMail: conversation is too diffuse so that people sign up, get
>>>> bored listening to things that don't interest them, and then stop
>>>> notifications.  The pydata mailing list ends up being used by small subsets
>>>> of the community, but not the community as a whole.
>>>> >> >>> > Discourse: it's too new/unknown so that no one signs up and it
>>>> doesn't reach critical mass.  (this seems to be happening with Jupyter's
>>>> discourse today?)
>>>> >> >>> >
>>>> >> >>> > There are lots of other pros and cons to each, obviously, but
>>>> those two outcomes are, I think, the most troublesome.
>>>> >> >>> >
>>>> >> >>> > On Thu, Dec 27, 2018 at 8:13 AM Wes McKinney <
>>>> wesmckinn at gmail.com> wrote:
>>>> >> >>> >>
>>>> >> >>> >> Having dev.pydata.org sounds fine to me.
>>>> >> >>> >>
>>>> >> >>> >> I don't see what is wrong with using e-mail. It is public,
>>>> archival,
>>>> >> >>> >> and append-only. GitHub issues are non-archival and comments
>>>> can be
>>>> >> >>> >> edited or deleted.
>>>> >> >>> >>
>>>> >> >>> >> On Thu, Dec 27, 2018 at 6:26 AM Andy Ray Terrel <
>>>> andy.terrel at gmail.com> wrote:
>>>> >> >>> >> >
>>>> >> >>> >> > I would recommend we set up a site dev.pydata.org that
>>>> tells the folks where conversations are happening. While mailing lists are
>>>> great we might consider just having a github issue tracker set up for cross
>>>> ecosystem bugs or initiatives. I was planning on decommisionning the
>>>> numfocus discourse and zulip server as they didn't really have great use.
>>>> Chris Holdgraf suggested using Topic Box, but user based pricing isn't a
>>>> great option for open source development.
>>>> >> >>> >> >
>>>> >> >>> >> > Anywho, both dask and pandas are part of the NumFOCUS
>>>> projects ecosystem so I'm happy to set anything up for ya'll.
>>>> >> >>> >> >
>>>> >> >>> >> > -- Andy
>>>> >> >>> >> >
>>>> >> >>> >> > On Wed, Dec 26, 2018 at 10:35 PM Wes McKinney <
>>>> wesmckinn at gmail.com> wrote:
>>>> >> >>> >> >>
>>>> >> >>> >> >> @Andy
>>>> >> >>> >> >>
>>>> >> >>> >> >> pydata at googlegroups.com has 2734 members. Based on recent
>>>> traffic it
>>>> >> >>> >> >> is really a user / Q&A mailing list, not a place for the
>>>> >> >>> >> >> maintainers/steering committees of major projects to speak
>>>> publicly
>>>> >> >>> >> >> with one another (where discussions are public, archived,
>>>> searchable).
>>>> >> >>> >> >> I have observed that there are many discussions happening
>>>> between the
>>>> >> >>> >> >> developers of projects on an ad hoc basis and on ad hoc
>>>> communication
>>>> >> >>> >> >> channels (both private and public). Partly there is no
>>>> obvious place
>>>> >> >>> >> >> for, e.g., the developers of pandas and dask to have a
>>>> public
>>>> >> >>> >> >> discussion, that is not necessarily "partisan" to one of
>>>> those
>>>> >> >>> >> >> projects.
>>>> >> >>> >> >>
>>>> >> >>> >> >> As another example issue, there is not an obvious place to
>>>> raise
>>>> >> >>> >> >> issues. Back in the day I think numpy-discussion or
>>>> scipy-user used to
>>>> >> >>> >> >> partly serve this purpose, but the centers of gravity have
>>>> shifted.
>>>> >> >>> >> >>
>>>> >> >>> >> >> - Wes
>>>> >> >>> >> >>
>>>> >> >>> >> >>
>>>> >> >>> >> >> On Wed, Dec 26, 2018 at 9:41 PM Andy Ray Terrel <
>>>> andy.terrel at gmail.com> wrote:
>>>> >> >>> >> >> >
>>>> >> >>> >> >> > I'm not completely clear what is being asked for since
>>>> pydata at googlegroups.com already exists. Since NumFOCUS is promoting
>>>> the PyData conference and helping build the brand for the ecosystem, I
>>>> wonder if a home like pydata-dev at numfocus.org would be interesting for
>>>> folks?
>>>> >> >>> >> >> >
>>>> >> >>> >> >> > It is also my understanding that there will be a fuller
>>>> steering committee set up for the conferences next year. I propose we do
>>>> the same for the technical structure. As is, I manage the website and
>>>> github repos but there is not much dictating how I manage these.
>>>> >> >>> >> >> >
>>>> >> >>> >> >> > -- Andy
>>>> >> >>> >> >> >
>>>> >> >>> >> >> >
>>>> >> >>> >> >> > On Wed, Dec 26, 2018 at 6:00 PM Nathaniel Smith <
>>>> njs at pobox.com> wrote:
>>>> >> >>> >> >> >>
>>>> >> >>> >> >> >> Other examples of discourse used for dev discussion
>>>> include:
>>>> >> >>> >> >> >>
>>>> >> >>> >> >> >> - https://internals.rust-lang.org/ -- main dev forum
>>>> for rust
>>>> >> >>> >> >> >> - https://discuss.python.org/ -- potential replacement
>>>> for
>>>> >> >>> >> >> >> python-{committers,dev,users}, still experimental but
>>>> where a ton of
>>>> >> >>> >> >> >> the python governance discussion happened
>>>> >> >>> >> >> >>
>>>> >> >>> >> >> >> My impression so far is that discourse takes a bit of
>>>> adjustment
>>>> >> >>> >> >> >> compared to mailing lists, but it has a lot of valuable
>>>> features like
>>>> >> >>> >> >> >> multi-quoting, markdown (code blocks, links, ...),
>>>> solid moderation
>>>> >> >>> >> >> >> tools (e.g. if a discussion diverges you can
>>>> retroactively split parts
>>>> >> >>> >> >> >> of it out into a new topic), polls (these were
>>>> incredibly useful for
>>>> >> >>> >> >> >> taking the temperature of the community during the
>>>> governance
>>>> >> >>> >> >> >> discussions), ability to reply to messages that were
>>>> posted before you
>>>> >> >>> >> >> >> joined the list, configurable notifications (email me
>>>> everything /
>>>> >> >>> >> >> >> email me when a new topic is created / email me a
>>>> summary weekly /
>>>> >> >>> >> >> >> ...), ...
>>>> >> >>> >> >> >>
>>>> >> >>> >> >> >> -n
>>>> >> >>> >> >> >>
>>>> >> >>> >> >> >> On Wed, Dec 26, 2018 at 3:41 PM Matthew Rocklin <
>>>> mrocklin at gmail.com> wrote:
>>>> >> >>> >> >> >> >
>>>> >> >>> >> >> >> >
>>>> >> >>> >> >> >> >>> Copying the mailing list
>>>> >> >>> >> >> >> >
>>>> >> >>> >> >> >> >
>>>> >> >>> >> >> >> > Whoops!  E-mail fail on my part.
>>>> >> >>> >> >> >> >
>>>> >> >>> >> >> >> >>> Discourse is interesting. It seems to be used (at
>>>> least in PyTorch's
>>>> >> >>> >> >> >> >>> case) as more of a modern message board for users
>>>> than a place for
>>>> >> >>> >> >> >> >>> long-form discussions between project developers.
>>>> >> >>> >> >> >> >>>
>>>> >> >>> >> >> >> >>> IMHO having a cross-project developer mailing list
>>>> is probably overdue
>>>> >> >>> >> >> >> >>> -- I think we can do a better job the next couple
>>>> of years
>>>> >> >>> >> >> >> >>> coordinating (colluding?) with each other. A lot of
>>>> coordination does
>>>> >> >>> >> >> >> >>> of course in private, project-level, or other
>>>> ad-hoc basis. It would
>>>> >> >>> >> >> >> >>> help to be able to discuss ecosystem-level problems
>>>> and possible
>>>> >> >>> >> >> >> >>> solutions.
>>>> >> >>> >> >> >> >
>>>> >> >>> >> >> >> >
>>>> >> >>> >> >> >> > Entirely agreed.  And I think that an e-mail list is
>>>> the obvious first choice here.
>>>> >> >>> >> >> >> >
>>>> >> >>> >> >> >> > I'm bringing up discourse as an alternative for
>>>> consideration.  This is for a couple reasons:
>>>> >> >>> >> >> >> >
>>>> >> >>> >> >> >> > I'm slightly concerned that a broad ranging e-mail
>>>> list that encompasses all of PyData would get noisy.  For example I can
>>>> imagine lengthy conversations on visualization or probabalistic programming
>>>> that, while I find important, would likely want to take a pass on.  Having
>>>> a service that includes tags and subscription to those tags may have value.
>>>> >> >>> >> >> >> > E-mail list archives tend to collect dust.  If we're
>>>> doing long-range cross-project coordination then those conversations might
>>>> have long term value.  We might want to cross reference them, upvote them,
>>>> subscribe to them, and so on.
>>>> >> >>> >> >> >> >
>>>> >> >>> >> >> >> > In regards to PyTorch's discuss in particular I agree
>>>> that it is used more as a user forum, which I agree is a different use case
>>>> than what Wes is proposing here.  I mostly pointed to it so that people
>>>> could get a sense of what an active system looks like.
>>>> >> >>> >> >> >> >
>>>> >> >>> >> >> >> > Regardless, I encourage this conversation to happen
>>>> with a broader set of people.  I believe that other groups are considering
>>>> these topics as well and may have thoughts beyond those that have been
>>>> expressed here.  I'm not sure how best to bootstrap this process, other
>>>> than an e-mail to maybe the NumFOCUS mailing list and perhaps a tweet?
>>>> >> >>> >> >> >> >
>>>> >> >>> >> >> >> > > There's both a NumFOCUS discourse and zulip, I
>>>> believe, but neither is particularly active. Whether those should be
>>>> considered possible starting points or cautionary tales I leave to y'all.
>>>> >> >>> >> >> >> >
>>>> >> >>> >> >> >> > Yeah, I should also amend my previous statement from
>>>> "how about discourse?" to "is there anything more appropriate than an
>>>> e-mail list?".  Discourse is the service around which I've seen the most
>>>> activity recently but I agree that in our community, it hasn't really taken
>>>> off that well.
>>>> >> >>> >> >> >> >
>>>> >> >>> >> >> >> > And just to reiterate, I think that an e-mail list
>>>> would be great.  Just wanted to throw out some other thoughts.
>>>> >> >>> >> >> >> >
>>>> >> >>> >> >> >> > Best,
>>>> >> >>> >> >> >> > -matt
>>>> >> >>> >> >> >> >>>
>>>> >> >>> >> >> >> >>>
>>>> >> >>> >> >> >> >>> > On Wed, Dec 26, 2018 at 8:47 AM Wes McKinney <
>>>> wesmckinn at gmail.com> wrote:
>>>> >> >>> >> >> >> >>> >>
>>>> >> >>> >> >> >> >>> >> I sent a request to postmaster @ python.o to
>>>> create
>>>> >> >>> >> >> >> >>> >> pydata-dev at python.org. We can also use google
>>>> groups if others prefer
>>>> >> >>> >> >> >> >>> >> that
>>>> >> >>> >> >> >> >>> >>
>>>> >> >>> >> >> >> >>> >> On Tue, Dec 25, 2018 at 3:59 PM Joris Van den
>>>> Bossche
>>>> >> >>> >> >> >> >>> >> <jorisvandenbossche at gmail.com> wrote:
>>>> >> >>> >> >> >> >>> >> >
>>>> >> >>> >> >> >> >>> >> > Giving the growing ecosysten of data tools (in
>>>> some way related to pandas, but not pandas itself), I am also +1 on such a
>>>> list. I think that would be welcome, and not aware of anything existing.
>>>> >> >>> >> >> >> >>> >> >
>>>> >> >>> >> >> >> >>> >> > Joris
>>>> >> >>> >> >> >> >>> >> >
>>>> >> >>> >> >> >> >>> >> > Op di 25 dec. 2018 02:19 schreef Stephan Hoyer
>>>> <shoyer at gmail.com:
>>>> >> >>> >> >> >> >>> >> >>
>>>> >> >>> >> >> >> >>> >> >> +1 for pydata-dev
>>>> >> >>> >> >> >> >>> >> >>
>>>> >> >>> >> >> >> >>> >> >> I don't think there's a list quite like this
>>>> today.
>>>> >> >>> >> >> >> >>> >> >>
>>>> >> >>> >> >> >> >>> >> >> On Mon, Dec 24, 2018 at 6:11 PM Wes McKinney <
>>>> wesmckinn at gmail.com> wrote:
>>>> >> >>> >> >> >> >>> >> >>>
>>>> >> >>> >> >> >> >>> >> >>> I'm talking about public archived
>>>> communication channels
>>>> >> >>> >> >> >> >>> >> >>>
>>>> >> >>> >> >> >> >>> >> >>> On Mon, Dec 24, 2018, 7:57 PM William Ayd <
>>>> william.ayd at icloud.com wrote:
>>>> >> >>> >> >> >> >>> >> >>>>
>>>> >> >>> >> >> >> >>> >> >>>> What do you think is missing from the
>>>> existing PyData conferences? I’ve only been to the one in LA but it seemed
>>>> to be somewhat in the direction of what you are asking for.
>>>> >> >>> >> >> >> >>> >> >>>>
>>>> >> >>> >> >> >> >>> >> >>>> > On Dec 24, 2018, at 3:02 PM, Wes McKinney
>>>> <wesmckinn at gmail.com> wrote:
>>>> >> >>> >> >> >> >>> >> >>>> >
>>>> >> >>> >> >> >> >>> >> >>>> > hi folks,
>>>> >> >>> >> >> >> >>> >> >>>> >
>>>> >> >>> >> >> >> >>> >> >>>> > Prompted by some recent discussions I
>>>> wondered what you all think
>>>> >> >>> >> >> >> >>> >> >>>> > would be the best venue to have public
>>>> discussions that involve other
>>>> >> >>> >> >> >> >>> >> >>>> > open source projects that are generally 1
>>>> degree of separation away
>>>> >> >>> >> >> >> >>> >> >>>> > from pandas. Sort of like "pydata-dev",
>>>> or something. Is there
>>>> >> >>> >> >> >> >>> >> >>>> > something like this already that I just
>>>> missed?
>>>> >> >>> >> >> >> >>> >> >>>> >
>>>> >> >>> >> >> >> >>> >> >>>> > As context, I'm trying to travel less and
>>>> go to fewer conferences the
>>>> >> >>> >> >> >> >>> >> >>>> > next couple of years, and spend more time
>>>> coding and writing, but I
>>>> >> >>> >> >> >> >>> >> >>>> > still want to talk with people
>>>> (asynchronously) about things, and
>>>> >> >>> >> >> >> >>> >> >>>> > preferably in public.
>>>> >> >>> >> >> >> >>> >> >>>> >
>>>> >> >>> >> >> >> >>> >> >>>> > - Wes
>>>> >> >>> >> >> >> >>> >> >>>> >
>>>> _______________________________________________
>>>> >> >>> >> >> >> >>> >> >>>> > Pandas-dev mailing list
>>>> >> >>> >> >> >> >>> >> >>>> > Pandas-dev at python.org
>>>> >> >>> >> >> >> >>> >> >>>> >
>>>> https://mail.python.org/mailman/listinfo/pandas-dev
>>>> >> >>> >> >> >> >>> >> >>>>
>>>> >> >>> >> >> >> >>> >> >>>
>>>> _______________________________________________
>>>> >> >>> >> >> >> >>> >> >>> Pandas-dev mailing list
>>>> >> >>> >> >> >> >>> >> >>> Pandas-dev at python.org
>>>> >> >>> >> >> >> >>> >> >>>
>>>> https://mail.python.org/mailman/listinfo/pandas-dev
>>>> >> >>> >> >> >> >>> >> >>
>>>> >> >>> >> >> >> >>> >> >>
>>>> _______________________________________________
>>>> >> >>> >> >> >> >>> >> >> Pandas-dev mailing list
>>>> >> >>> >> >> >> >>> >> >> Pandas-dev at python.org
>>>> >> >>> >> >> >> >>> >> >>
>>>> https://mail.python.org/mailman/listinfo/pandas-dev
>>>> >> >>> >> >> >> >>> >> _______________________________________________
>>>> >> >>> >> >> >> >>> >> Pandas-dev mailing list
>>>> >> >>> >> >> >> >>> >> Pandas-dev at python.org
>>>> >> >>> >> >> >> >>> >>
>>>> https://mail.python.org/mailman/listinfo/pandas-dev
>>>> >> >>> >> >> >> >>> _______________________________________________
>>>> >> >>> >> >> >> >>> Pandas-dev mailing list
>>>> >> >>> >> >> >> >>> Pandas-dev at python.org
>>>> >> >>> >> >> >> >>> https://mail.python.org/mailman/listinfo/pandas-dev
>>>> >> >>> >> >> >> >
>>>> >> >>> >> >> >> > _______________________________________________
>>>> >> >>> >> >> >> > Pandas-dev mailing list
>>>> >> >>> >> >> >> > Pandas-dev at python.org
>>>> >> >>> >> >> >> > https://mail.python.org/mailman/listinfo/pandas-dev
>>>> >> >>> >> >> >>
>>>> >> >>> >> >> >>
>>>> >> >>> >> >> >>
>>>> >> >>> >> >> >> --
>>>> >> >>> >> >> >> Nathaniel J. Smith -- https://vorpus.org
>>>> >> >>> >> >> >> _______________________________________________
>>>> >> >>> >> >> >> Pandas-dev mailing list
>>>> >> >>> >> >> >> Pandas-dev at python.org
>>>> >> >>> >> >> >> https://mail.python.org/mailman/listinfo/pandas-dev
>>>> >> >>> >> >> >
>>>> >> >>> >> >> > _______________________________________________
>>>> >> >>> >> >> > Pandas-dev mailing list
>>>> >> >>> >> >> > Pandas-dev at python.org
>>>> >> >>> >> >> > https://mail.python.org/mailman/listinfo/pandas-dev
>>>> >> >>> >> _______________________________________________
>>>> >> >>> >> Pandas-dev mailing list
>>>> >> >>> >> Pandas-dev at python.org
>>>> >> >>> >> https://mail.python.org/mailman/listinfo/pandas-dev
>>>>
>>> _______________________________________________
>>> Pandas-dev mailing list
>>> Pandas-dev at python.org
>>> https://mail.python.org/mailman/listinfo/pandas-dev
>>>
>>
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