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    <blockquote type="cite">That effort would need to include the
      participation of prospective users. We would consult them about
      the features they are looking for, scope out how to build them,
      and invite them to test the product before finalizing it.</blockquote>
    This looks like a nice project for the next IETF hackathon, what do
    you all think? We can bring this up in PITG and see how much
    interest there'd be for collaborating on this.<br>
    <pre class="moz-signature" cols="72">--
Joey Salazar
Digital Sr. Programme Officer
ARTICLE 19
6E9C 95E5 5BED 9413 5D08 55D5 0A40 4136 0DF0 1A91</pre>
    <div class="moz-cite-prefix">On 30-Aug-20 8:28 AM, Sebastian
      Benthall wrote:<br>
    </div>
    <blockquote type="cite"
cite="mid:CAEYE9OdL-9nGFYVQZMqHwS2pQqbBoV25aw3ZvZRSpp5D63y-SA@mail.gmail.com">
      <meta http-equiv="content-type" content="text/html; charset=UTF-8">
      <div dir="auto">Joey,
        <div dir="auto"><br>
        </div>
        <div dir="auto">To your question about non-technical
          usability...the short answer is no, it is not yet usable by
          non-technical people. The work I'm doing on this topic now is
          quite technically involved.</div>
        <div dir="auto"><br>
        </div>
        <div dir="auto">Turning BigBang into a tool that is more usable
          by those with, say, no programming skills will take a
          significant effort. That effort would need to include the
          participation of prospective users. We would consult them
          about the features they are looking for, scope out how to
          build them, and invite them to test the product before
          finalizing it.</div>
        <div dir="auto"><br>
        </div>
        <div dir="auto">I have been a software product lead before and
          would be happy to work with you or others on this.</div>
        <div dir="auto"><br>
        </div>
        <div dir="auto">However, at this time, BigBang is a open
          technical project. The norms are a bit different from product
          development. Anybody is welcome to be involved, and questions
          about how to contribute or use the technology will be
          addressed. But there is no such thing as a "non-technical
          person" in such a community. The technical/non-technical
          binary is quite counterproductive here: if somebody is writing
          emails to this mailing list, there is no reason in principle
          why they could not also follow the  installation instructions
          on the project README, at which point they have started a
          journey of technical experience and education.</div>
        <div dir="auto"><br>
        </div>
        <div dir="auto">Best regards,</div>
        <div dir="auto">Seb</div>
        <br>
        <br>
        <div class="gmail_quote" dir="auto">
          <div dir="ltr" class="gmail_attr">On Thu, Aug 27, 2020, 7:59
            PM Joey S <<a href="mailto:joeysalazar@article19.org"
              moz-do-not-send="true">joeysalazar@article19.org</a>>
            wrote:<br>
          </div>
          <blockquote class="gmail_quote" style="margin:0 0 0
            .8ex;border-left:1px #ccc solid;padding-left:1ex">
            <div> oh that's interesting and unexpected! Thank you for
              sharing that with us, how easily done can this then be for
              non-tech/non-admin people trying to use the tool for
              something similar?<br>
              <pre cols="72">--
Joey Salazar
Digital Sr. Programme Officer
ARTICLE 19
6E9C 95E5 5BED 9413 5D08 55D5 0A40 4136 0DF0 1A91</pre>
              <div>On 27-Aug-20 5:16 PM, Sebastian Benthall wrote:<br>
              </div>
              <blockquote type="cite">
                <div dir="ltr">Ok. Please stand by....
                  <div><br>
                  </div>
                  <div>It seems like the datatracking library, when used
                    to crawl for a large amount of drafts, pulls an
                    index and then does calls to the datatracker web API
                    for calls the the draft metadata.</div>
                  <div><br>
                  </div>
                  <div>So I've had to write a new data collection
                    script, similar to the script we use for scraping
                    the mailing lists, to get the draft data. It's a
                    slower process. But I should be able to compute
                    these results once I have them downloaded locally.</div>
                </div>
                <br>
                <div class="gmail_quote">
                  <div dir="ltr" class="gmail_attr">On Wed, Aug 26, 2020
                    at 4:09 PM Joey S <<a
                      href="mailto:joeysalazar@article19.org"
                      target="_blank" rel="noreferrer"
                      moz-do-not-send="true">joeysalazar@article19.org</a>>
                    wrote:<br>
                  </div>
                  <blockquote class="gmail_quote" style="margin:0px 0px
                    0px 0.8ex;border-left:1px solid
                    rgb(204,204,204);padding-left:1ex">
                    <div> +1 to dnsop, their drafts are also quite
                      numerous and with a very active mailing list.<br>
                      <pre cols="72">--
Joey</pre>
                      <div>On 26-Aug-20 1:25 PM, Niels ten Oever wrote:<br>
                      </div>
                      <blockquote type="cite">
                        <div dir="auto">Httpbis is the one you're
                          looking for :)<br>
                          <br>
                        </div>
                        <div dir="auto">DNSops is also a nice big one.<br>
                          <br>
                        </div>
                        <div dir="auto">Cheers,<br>
                          <br>
                        </div>
                        <div dir="auto">Niels</div>
                        <div class="gmail_quote">On Aug 26, 2020, at
                          21:17, Sebastian Benthall <<a
                            href="mailto:sbenthall@gmail.com"
                            target="_blank" rel="noreferrer"
                            moz-do-not-send="true">sbenthall@gmail.com</a>>
                          wrote:
                          <blockquote class="gmail_quote"
                            style="margin:0pt 0pt 0pt
                            0.8ex;border-left:1px solid
                            rgb(204,204,204);padding-left:1ex">
                            <div dir="ltr"> Hmmm.
                              <div> <br>
                              </div>
                              <div> Web mail archives of the http list
                                at  <a
                                  href="https://ietf.org/mail-archive/text/http/"
                                  target="_blank" rel="noreferrer"
                                  moz-do-not-send="true">https://ietf.org/mail-archive/text/http/</a>
                                only go up to 2012. </div>
                              <div> Does that make sense to you? </div>
                              <div> <br>
                              </div>
                              <div> It looks like there are several DNS
                                working groups. Any one in particular
                                you think would be worth looking at? </div>
                              <div> <br>
                              </div>
                              <div> Genericizing the code so that it can
                                loop through many groups and compute
                                results is the next step towards
                                confirmation. Probably worth looking at
                                a couple other concrete and
                                well-understood examples before doing
                                the big analysis though. </div>
                              <div> <br>
                              </div>
                              <div> - S </div>
                            </div>
                            <br>
                            <div class="gmail_quote">
                              <div dir="ltr" class="gmail_attr"> On Wed,
                                Aug 26, 2020 at 1:52 PM Niels ten Oever
                                < <a
                                  href="mailto:mail@nielstenoever.net"
                                  target="_blank" rel="noreferrer"
                                  moz-do-not-send="true">mail@nielstenoever.net</a>>
                                wrote: <br>
                              </div>
                              <blockquote class="gmail_quote"
                                style="margin:0px 0px 0px
                                0.8ex;border-left:1px solid
                                rgb(204,204,204);padding-left:1ex">
                                <div>
                                  <div dir="auto"> Very interesting. I'd
                                    say the number if drafts and authors
                                    in hrpc is too low to make a
                                    statement about this though. Could
                                    we do this for the HTTP and/or DNS
                                    WGs ? </div>
                                  <div class="gmail_quote"> On Aug 26,
                                    2020, at 19:30, Sebastian Benthall
                                    < <a
                                      href="mailto:sbenthall@gmail.com"
                                      target="_blank" rel="noreferrer"
                                      moz-do-not-send="true">sbenthall@gmail.com</a>>
                                    wrote:
                                    <blockquote class="gmail_quote"
                                      style="margin:0pt 0pt 0pt
                                      0.8ex;border-left:1px solid
                                      rgb(204,204,204);padding-left:1ex">
                                      <div dir="ltr"> Hello,
                                        <div> <br>
                                        </div>
                                        <div> I'm revisiting the
                                          question of whether mailing
                                          list gender diversity and
                                          draft productivity of working
                                          groups are correlated. </div>
                                        <div> <br>
                                        </div>
                                        <div> Putting aside for now all
                                          the methodological
                                          complications, here is how I
                                          am operationalizing the
                                          question: </div>
                                        <div>
                                          <ul>
                                            <li>I'm looking specifically
                                              at the HRPC working group,
                                              with this data:<br>
                                              <div> <img
                                                  alt="image.png"
                                                  moz-do-not-send="true"
                                                  width="418"
                                                  height="221"> <br>
                                              </div>
                                            </li>
                                            <li>
                                              <div> Gender is being
                                                detected based on first
                                                name birth records.
                                                "unknown" is used for
                                                cases that cannot with
                                                the current data set be
                                                determined as either men
                                                or women. </div>
                                            </li>
                                            <li>I'm measuring
                                              "diversity" on any day as:
                                              (women's activity +
                                              unknown's activity) /
                                              (men's activity). Because,
                                              you know, this is probably
                                              close to what most people
                                              probably mean by
                                              diversity. (Recall that
                                              non-Western names are more
                                              likely to be categorized
                                              as "unknown".)<br>
                                            </li>
                                            <li>I'm using a 100 day
                                              rolling average on the
                                              activity counts.</li>
                                          </ul>
                                          <div> This is the matrix of
                                            Pearson correlations between
                                            each of these values: </div>
                                        </div>
                                        <div> <br>
                                        </div>
                                        <div>
                                          <table border="1">
                                            <thead> <tr
                                                style="text-align:right">
                                                <th><br>
                                                </th>
                                                <th>women</th>
                                                <th>unknown</th>
                                                <th>men</th>
                                                <th>drafts</th>
                                                <th>diversity</th>
                                              </tr>
                                            </thead> <tbody>
                                              <tr>
                                                <th>women</th>
                                                <td><font
                                                    color="#0000ff">1.000000</font></td>
                                                <td><font
                                                    color="#0000ff">0.910922</font></td>
                                                <td><font
                                                    color="#0000ff">0.804869</font></td>
                                                <td>0.008890</td>
                                                <td>0.160833</td>
                                              </tr>
                                              <tr>
                                                <th>unknown</th>
                                                <td><font
                                                    color="#0000ff">0.910922</font></td>
                                                <td><font
                                                    color="#0000ff">1.000000</font></td>
                                                <td><font
                                                    color="#0000ff">0.808168</font></td>
                                                <td>0.027502</td>
                                                <td>0.245059</td>
                                              </tr>
                                              <tr>
                                                <th>men</th>
                                                <td><font
                                                    color="#0000ff">0.804869</font></td>
                                                <td><font
                                                    color="#0000ff">0.808168</font></td>
                                                <td><font
                                                    color="#0000ff">1.000000</font></td>
                                                <td>0.015406</td>
                                                <td>-0.141915</td>
                                              </tr>
                                              <tr>
                                                <th>drafts</th>
                                                <td><font
                                                    color="#cc0000">0.008890</font></td>
                                                <td><font
                                                    color="#cc0000">0.027502</font></td>
                                                <td><font
                                                    color="#cc0000">0.015406</font></td>
                                                <td>1.000000</td>
                                                <td><font
                                                    color="#cc0000">0.061884</font></td>
                                              </tr>
                                              <tr>
                                                <th>diversity</th>
                                                <td><font
                                                    color="#674ea7">0.160833</font></td>
                                                <td><font
                                                    color="#674ea7">0.245059</font></td>
                                                <td><font
                                                    color="#674ea7">-0.141915</font></td>
                                                <td>0.061884</td>
                                                <td>1.000000<br>
                                                </td>
                                              </tr>
                                            </tbody>
                                          </table>
                                          <br>
                                          Things to note: </div>
                                        <div>
                                          <ul>
                                            <li><font color="#0000ff">The
                                                activity of each gender
                                                is correlated with the
                                                activity of other
                                                genders.</font></li>
                                            <li><font color="#674ea7">Diversity
                                                is anticorrelated with
                                                the number of men. This
                                                is expected based on how
                                                it was defined, and a
                                                good sanity check.</font></li>
                                            <li><font color="#cc0000">Draft
                                                output is MORE
                                                correlated with
                                                diversity than it is
                                                with any individual
                                                gender!</font></li>
                                          </ul>
                                          <div> <font color="#000000">This
                                              last point is quite nice.
                                              It resonates with the work
                                              of Scott Page on the value
                                              of diversity to collective
                                              intelligence, for example.</font>
                                          </div>
                                          <div> <font color="#000000"><br>
                                            </font> </div>
                                          <div> <font color="#000000">These
                                              numbers are a bit hard to
                                              interpret. How much should
                                              we trust them? These are
                                              the <i>p</i>-values
                                              associated with each
                                              correlation:</font> </div>
                                          <div>
                                            <table border="1">
                                              <thead> <tr
                                                  style="text-align:right">
                                                  <th><br>
                                                  </th>
                                                  <th>women</th>
                                                  <th>unknown</th>
                                                  <th>men</th>
                                                  <th>drafts</th>
                                                  <th>diversity</th>
                                                </tr>
                                              </thead> <tbody>
                                                <tr>
                                                  <th>women</th>
                                                  <td>0</td>
                                                  <td>0</td>
                                                  <td>0</td>
                                                  <td><font
                                                      color="#cccccc">0.6925</font></td>
                                                  <td>0</td>
                                                </tr>
                                                <tr>
                                                  <th>unknown</th>
                                                  <td>0</td>
                                                  <td>0</td>
                                                  <td>0</td>
                                                  <td><font
                                                      color="#cccccc">0.221</font></td>
                                                  <td>0</td>
                                                </tr>
                                                <tr>
                                                  <th>men</th>
                                                  <td>0</td>
                                                  <td>0</td>
                                                  <td>0</td>
                                                  <td><font
                                                      color="#cccccc">0.493</font></td>
                                                  <td>0</td>
                                                </tr>
                                                <tr>
                                                  <th>drafts</th>
                                                  <td><font
                                                      color="#cccccc">0.6925</font></td>
                                                  <td><font
                                                      color="#cccccc">0.221</font></td>
                                                  <td><font
                                                      color="#cccccc">0.493</font></td>
                                                  <td>0</td>
                                                  <td><font
                                                      color="#ff0000">0.0059</font></td>
                                                </tr>
                                                <tr>
                                                  <th>diversity</th>
                                                  <td>0</td>
                                                  <td>0</td>
                                                  <td>0</td>
                                                  <td><font
                                                      color="#ff0000">0.0059</font></td>
                                                  <td>0</td>
                                                </tr>
                                              </tbody>
                                            </table>
                                          </div>
                                          <br>
                                        </div>
                                        <div> Generally, <i>p</i>-values
                                          below .01 are considered
                                          "statistically significant",
                                          i.e. publishable. </div>
                                        <div> This correlation between
                                          diversity and draft output
                                          makes the cut!! </div>
                                        <div> <br>
                                        </div>
                                        <div> <font color="#0000ff">So
                                            the verdict is: for HRPC,
                                            YES, gender diversity is
                                            correlated with draft
                                            output.</font> </div>
                                        <div> <font color="#0000ff"><br>
                                          </font> </div>
                                        <div> <font color="#000000">This
                                            result is robust to
                                            transformations of the
                                            activity scores into the log
                                            space, which is comforting.</font>
                                        </div>
                                        <div> <span
                                            style="color:rgb(0,0,0)">Further
                                            work is needed to see if
                                            this result is robust across
                                            other IETF working groups.</span>
                                        </div>
                                        <div> <span
                                            style="color:rgb(0,0,0)"><br>
                                          </span> </div>
                                        <div> <font color="#000000">Nick,
                                            what would you say to
                                            including a result like this
                                            in the paper about IETF and
                                            gender?</font> </div>
                                        <div> <font color="#000000"><br>
                                          </font> </div>
                                        <div> <font color="#000000">Cheers,<br>
                                            Seb</font> </div>
                                        <div> <br>
                                        </div>
                                      </div>
                                      <pre>      <hr>
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</pre>
                                    </blockquote>
                                  </div>
                                </div>
                              </blockquote>
                            </div>
                          </blockquote>
                        </div>
                        <br>
                        <fieldset></fieldset>
                        <pre>_______________________________________________
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</pre>
                      </blockquote>
                      <br>
                    </div>
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