data analytics

What Is Going on with the Weather? Reflections on Gaps Between Data and Experience

by HANNAH KNOX, University College London If it’s summer in your part of the world (or even if it’s winter), you’ve probably been feeling the heat. On 5 July, Ouargla, Algeria recorded 51.3°C (124.3°F), the highest temperature ever reported in Africa. A few days later, Areni, Armenia hit a record 42.6°C (108.7°F), and on 17 July, Badufuss in Norway topped its charts at 33.5°C (92.3°F). Perhaps most disturbing were reports of people collapsing in the fields in Japan, where high humidity exacerbated record-breaking temperatures of over 40°C (104°F). Japan declared a natural disaster, a designation normally reserved for earthquakes and tsunamis.1 “Something is going on” – people feel – “but what?” Of course, climate scientists have been beating their drums for decades, pushing out papers, reports, and campaigns about the risks of anthropogenic climate change. But dramatic and even deadly weather events are, it turns out, rather effective at opening opportunities for speaking about climate change across...

Small Packages for Big (Qualitative) Data

KIM ERWIN and THEODORE POLLARI Smart devices and online research platforms are changing the landscape of qualitative data collection and analysis. While data collection mechanisms have flourished, analytic tools to work with that data have not meaningfully evolved. Changes in professional practice and advances in technology are creating new opportunities—and new pressure —to develop software tools that are focused, simple to use, fit flexibly with a variety of analytic processes, adapt to different data sets and do not lock data into proprietary formats or researchers into predefined analytic processes. We call such tools Small Packages for Big (Qualitative) Data. This paper defines the concept and introduces three such early stage tools—Voyant, Mandala Browser and Nineteen, and links qualitative research to another field experiencing similar changes and tool development, the Digital Humanities. Lastly, we present a case study to demonstrate how Small Packages can focus investigations, build early-stage familiarity with data,...