class: left, middle, inverse, title-slide # Delivering data differently ### gwynn sturdevant, PhD<br><span style="font-size: 50%;"><br>Laboratory for Inovation Science at Harvard<br>R Forwards Core Team</span> ### <br><br><svg viewBox="0 0 512 512" style="height:1em;position:relative;display:inline-block;top:.1em;" xmlns="http://www.w3.org/2000/svg"> <path d="M326.612 185.391c59.747 59.809 58.927 155.698.36 214.59-.11.12-.24.25-.36.37l-67.2 67.2c-59.27 59.27-155.699 59.262-214.96 0-59.27-59.26-59.27-155.7 0-214.96l37.106-37.106c9.84-9.84 26.786-3.3 27.294 10.606.648 17.722 3.826 35.527 9.69 52.721 1.986 5.822.567 12.262-3.783 16.612l-13.087 13.087c-28.026 28.026-28.905 73.66-1.155 101.96 28.024 28.579 74.086 28.749 102.325.51l67.2-67.19c28.191-28.191 28.073-73.757 0-101.83-3.701-3.694-7.429-6.564-10.341-8.569a16.037 16.037 0 0 1-6.947-12.606c-.396-10.567 3.348-21.456 11.698-29.806l21.054-21.055c5.521-5.521 14.182-6.199 20.584-1.731a152.482 152.482 0 0 1 20.522 17.197zM467.547 44.449c-59.261-59.262-155.69-59.27-214.96 0l-67.2 67.2c-.12.12-.25.25-.36.37-58.566 58.892-59.387 154.781.36 214.59a152.454 152.454 0 0 0 20.521 17.196c6.402 4.468 15.064 3.789 20.584-1.731l21.054-21.055c8.35-8.35 12.094-19.239 11.698-29.806a16.037 16.037 0 0 0-6.947-12.606c-2.912-2.005-6.64-4.875-10.341-8.569-28.073-28.073-28.191-73.639 0-101.83l67.2-67.19c28.239-28.239 74.3-28.069 102.325.51 27.75 28.3 26.872 73.934-1.155 101.96l-13.087 13.087c-4.35 4.35-5.769 10.79-3.783 16.612 5.864 17.194 9.042 34.999 9.69 52.721.509 13.906 17.454 20.446 27.294 10.606l37.106-37.106c59.271-59.259 59.271-155.699.001-214.959z"></path></svg><a href="https://www.nzgwynn.com/">nzgwynn.com</a><br><svg viewBox="0 0 512 512" style="height:1em;position:relative;display:inline-block;top:.1em;" xmlns="http://www.w3.org/2000/svg"> <path d="M459.37 151.716c.325 4.548.325 9.097.325 13.645 0 138.72-105.583 298.558-298.558 298.558-59.452 0-114.68-17.219-161.137-47.106 8.447.974 16.568 1.299 25.34 1.299 49.055 0 94.213-16.568 130.274-44.832-46.132-.975-84.792-31.188-98.112-72.772 6.498.974 12.995 1.624 19.818 1.624 9.421 0 18.843-1.3 27.614-3.573-48.081-9.747-84.143-51.98-84.143-102.985v-1.299c13.969 7.797 30.214 12.67 47.431 13.319-28.264-18.843-46.781-51.005-46.781-87.391 0-19.492 5.197-37.36 14.294-52.954 51.655 63.675 129.3 105.258 216.365 109.807-1.624-7.797-2.599-15.918-2.599-24.04 0-57.828 46.782-104.934 104.934-104.934 30.213 0 57.502 12.67 76.67 33.137 23.715-4.548 46.456-13.32 66.599-25.34-7.798 24.366-24.366 44.833-46.132 57.827 21.117-2.273 41.584-8.122 60.426-16.243-14.292 20.791-32.161 39.308-52.628 54.253z"></path></svg> <a href="https://twitter.com/nzgwynn">nzgwynn</a><br> --- layout: true <div class="my-footer"><span> nzgwynn.com • @nzgwynn </span></div> --- background-image: url(images/first_slide.jpg) background-size: cover .bg-text[ ## 12.17 ft (3.71 m) ] --- <br> <br> <iframe width="783" height="489" src="https://www.youtube.com/embed/VwOjqpfmOQw" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe> --- background-image: url(images/boy_pointing.jpg) background-size: cover --- background-image: url(images/paper.jpg) background-size: cover --- background-image: url(images/music.jpg) background-size: cover --- ## Data vivifications (toys to tools) >"The graphs we have been talking about cannot be seen, heard, tasted, or otherwise perceived. It is the job of the Aesthetic object to act as a function on the elements of a CGraph and translate them into real numbers or characters that control some display device, such as a CRT, plotter, sound generator, or even odor generator. Once we have done this, we have what I call a graphic. A graphic is a perceivable graph." ---Leland Wilkinson --- background-image: url(images/KK_examples.jpg) background-size: cover --- <br> <br> <iframe width="880" height="495" src="https://www.youtube.com/embed/Jqa-4TD4U2A?list=PLkVRJfUnLRNL8NdIPS9e_1SV1Mt2-UOPq" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe> --- background-image: url(images/barret_cass_a.png) background-size: contain --- background-image: url(images/workflow.png) background-size: contain --- background-image: url(images/different_senses.jpg) background-size: contain --- background-image: url(images/drone.jpg) background-size: contain .bg-text[ ## Find the killer app ] --- ## Haptic hand - Histogram - Shiny app - LOESS <iframe width="769" height="433" src="https://www.youtube.com/embed/1Kv2ozAJTOE" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe> --- background-image: url(images/pin_art_toy.jpg) background-size: cover .bg-text[ ## Sensory scatterplots ] --- background-image: url(images/feel_the_curve.jpg) background-size: cover .bg-text[ ## Feel the curve ] --- background-image: url(images/lighthouse.jpg) background-size: cover .bg-text[ ## Iterative functions ] --- background-image: url(images/network.png) background-size: contain .bg-text[ ## Humming objective functions ] --- background-image: url(images/voice_recognition.png) background-size: contain .bg-text[ ## Statistical voice recognition ] --- background-image: url(images/smartphone-icon.jpg) background-size: contain .bg-text[ ## Integration with other tech ] --- background-image: url(images/vanderplas_perception.png) background-size: cover --- background-image: url(images/question_mark.jpg) background-size: contain