Contents1 After the trench wars: heterodox research practices in digital andcomputational SSH (Introduction to the Handbook of Digital andComputational Research Methods) 1Anders Koed Madsen and Anders Kristian MunkPART I Disciplinary perspectives2 Archaeology 19Iza Romanowska3 The digital historian's craft 32Martin Grandjean4 Computational anthropology 49Samantha Breslin and Kristoffer Albris5 Economic sociology: Using agent-based modelling to study financialmarkets 66Christian Borch and Nicholas Skar-Gislinge6 Four guiding principles for rethinking organizational charts 81Dario Rodighiero7 The digital turn in food studies 96Tanja Schneider8 Combining qualitative and quantitative methods in behavioural psychologyfor complex human-environment systems 113Jens Koed Madsen9 Situating digital data in media and communication research 130Sharon Meraz10 Objectivity in/through partial perspectives 151Laura K. NelsonPART II EPISTEMIC TROUBLE11 Bias in machine learning as a multi-dimensional problem 161Mascha Kurpicz-Briki12 Online groundedness 178Richard Rogers13 Theoretical heuristics in digital social research 191Hjalmar Bang Carlsen14 Beyond the quant and qual divide 202David Moats15 The vanishing micro/macro divide and the politics of computationalinteractionism 222Tommaso Venturini16 Gatekeeping: The case of digital archives 234Johan Heinsen17 Representation and visualization 246Michele Mauri18 Mapping with care: Data feminist principles for participatory visualpractices 261Gabriele Colombo and Sabine Niederer19 Privacy in digital and computational SSH 275Nicholas ProferesPART III MAKING THE INSTRUMENTS OF SOCIAL SCIENCES ANDHUMANITIESIntroduction to Part III20 Toolmaking is science by other means 295Mathieu Jacomy, Bernhard Rieder, Erik Borra, Guillaume Plique,Kenneth Christian Enevoldsen and Nees Jan van Eck21 Meet the DCSSH toolmakers 308Mathieu Jacomy, Bernhard Rieder , Erik Borra, Guillaume Plique,Kenneth Christian Enevoldsen and Nees Jan van Eck22 Why do DCSSH toolmakers make tools? 315Mathieu Jacomy, Bernhard Rieder, Erik Borra, Guillaume Plique,Kenneth Christian Enevoldsen and Nees Jan van Eck23 The lifecyle of DC tools for SSH 326Mathieu Jacomy, Bernhard Rieder, Erik Borra, Guillaume Plique,Kenneth Christian Enevoldsen and Nees Jan van Eck24 Valuing toolmaking in academia 340Mathieu Jacomy, Bernhard Rieder, Erik Borra, Guillaume Plique,Kenneth Christian Enevoldsen and Nees Jan van Eck25 In defense of the researcher-toolmaker figure 351Mathieu Jacomy, Bernhard Rieder , Erik Borra, Guillaume Plique,Kenneth Christian Enevoldsen and Nees Jan van Eck.