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Code for checking the status of URL links in the dataset: Horton, Laurence (2018). UK Higher Education Institution Research Data Management Policies, 2009-2016. [Data Collection]. Colchester, Essex: UK Data Archive. https://doi.org/10.5255/UKDA-SN-851566 {"references": ["Horton, Laurence (2018). UK Higher Education Institution Research Data Management Policies, 2009-2016. [Data Collection]. Colchester, Essex: UK Data Archive. 10.5255/UKDA-SN-851566"]}

The National Museum of Australia provides access to its collection data through an API. As well as collection items, data is available for parties, places, media, and more. The notebooks in this repository give examples of harvesting, analysing, and visualising data from the NMA collection.

This forms part of the preliminary open data release for the Project Panormos archaeological survey. This "panormos/survey-analysis" repository contains the R code used for preliminary mapping and statistical representation of the survey data. The code is arranged as a multi-part R Markdown document, drawing on the various relevant archaeological and spatial data to create representations of the results. The code is provided separately here for reference, citation and re-use, but in order to produce the visualisations, three other repositories are also required: 'survey-data', 'survey-spatial' (currently closed access) and 'gis-copernicus'. Note that 'survey-spatial' is only available to bona fide researchers on request.

Materials science experiments involve complex data that are often very heterogeneous and challenging to reproduce. This was observed, for example, in a previous study on harnessing lightweight design potentials via the Materials Data Space [3] for which the data from materials sciences engineering experiments were generated using linked open data principles [1,2], e.g., Resource Description Framework (RDF) as the standard model for data interchange on the Web. However, detailed knowledge of formulating questions in the query language SPARQL is necessary to query the data. A lack of knowledge in SPARQL to query data was observed by domain experts in materials science. With this work, we aim to develop NaturalMSEQueries an approach for the material science domain expert where instead of SPARQL queries, the user can develop expressions in natural language, e.g., English, to query the data. This will significantly improve the usability of Semantic Web approaches in materials science and lower the adoption threshold of the methods for the domain experts. We plan to evaluate our approach, with varying amounts of data, from different sources. Furthermore, we want to compare with synthetic data to assess the quality of the implementation of our approach. References [1] T Berners-Lee, J Hendler, O Lassila - Scientific American, 2001, 284, 34–43. [2] RDF specification. 2023. available at: https://www.w3.org/RDF/ [3] Huschka M, Dlugosch M, Friedmann V, Trelles EG, Hoschke K, Klotz UE, Patil S, Preußner J, Schweizer C, Tiberto D. The “AluTrace” Use Case: Harnessing Lightweight Design Potentials via the Materials Data Space®.

Exploring the use of automated image tagging using the Tribune negative collection from the State Library of NSW.

This release is ready for publishing along with the article. This repository contains data, code and results for fine-grained sentiment analysis. The paper describing this research is in preparation. "Analysis of sentiment in tweets addressed to a single Twitter account: comparison of model performance and explainability of predictions" Authors: Krzysztof Fiok1, Waldemar Karwowski1, Edgar Gutierrez-Franco12, and Maciej Wilamowski3 1 University of Central Florida, Department of Industrial Engineering & Management Systems, Orlando, Florida, USA 2 Center for Latin-American Logistics Innovation, LOGyCA, Bogota, Colombia,110111. 3 University of Warsaw, Faculty of Economic Sciences, Warsaw, Poland

This package is an (adapted) R implementation of the land use quantification approach from Hughes et al. 2018; The package calculates the required area of land for a given number of people, mainly based on their diet. Further information how to use the packge are found in the vignettes. Various nutritional information are collected as data objects within the package (see additional notes). New in version 1.1: added protein requirments. Reference: Hughes RE, Weiberg E, Bonnier A, Finné M and Kaplan JO (2018) Quantifying Land Use in Past Societies from Cultural Practice and Archaeological Data. Land 7(1): 9: doi:10.3390/land7010009. Empirical Data used in the package The package builds upon empirical data on caloric density as well as plant productivity. Below is the list of references for these data (the list of full references is also supplied in the references.txt and references.bib respectively, that is shipped with the package) Abdel-Aal E-SM, Hucl P and Sosulski FW (1995) Compositional and Nutritional Characteristics of Spring Einkorn and Spelt Wheats. Cereal Chemistry 72(6): 621–624. Aggelopoulou KD, Wulfsohn D, Fountas S, Gemtos TA, Nanos GD and Blackmore S (2009) Spatial variation in yield and quality in a small apple orchard. Precision Agriculture 11(5): 538–556. AIM Statistics Report 2016 ( (n.d.)). . Arnon I (1972) Crop production in dry regions. Volume 2. Systematic treatment of the principal crops. Crop production in dry regions. Systematic treatment of the principal crops 2. Available at: https://www.cabdirect.org/cabdirect/abstract/19720701641. Barker G and Barker DP of A and D of the MI for ARG (1985) Prehistoric Farming in Europe. New Yok: CUP Archive. Barzegar AR, Asoodar MA, Khadish A, Hashemi AM and Herbert SJ (2003) Soil physical characteristics and chickpea yield responses to tillage treatments. Soil and Tillage Research 71(1): 49–57: doi:10.1016/S0167-1987(03)00019-9. Battisti A, Benvegnù I, Colombari F and Haack RA (2014) Invasion by the chestnut gall wasp in Italy causes significant yield loss in Castanea sativa nut production. Agricultural and Forest Entomology 16(1): 75–79: doi:10.1111/afe.12036. Böhm E (1997) Jagdpraxis im Schwarzwaldrevier: Vom Abfährten bis zum Zerwirken. Graz: Stocker, L. Buchner RP (2012) Prune Production Manual. Oakland: University of California: UCANR Publications. Cohen DM, Inada T, Iwamoto T and Scialabba N (1990) FAO species catalogue. Vol. 10. Gadiform fishes of the world. An annotated and illustrated catalogue of cods, hakes, grenadiers and other gadiform fishes known to date. Rome: Food and Agricultural Organization of the United Nations. Dahl G and Hjort A (1976) Having herds: pastoral herd growth and household economy. Stockholm: Dept. of Social Anthropology, University of Stockholm. Datenbank BiolFlor - Helmholtz-Zentrum für Umweltforschung UFZ ( (n.d.)). . Available at: http://www.ufz.de/index.php?de=38567. Ferguson L, Polito V and Kallsen C (2005) The pistachio tree; botany and physiology and factors that affect yield. Pistachio Production Manual, 10. Foxhall L (2007) Olive Cultivation in Ancient Greece: Seeking the Ancient Economy. Oxford. Freyhof J and Kottelat M (2007) Handbook of European freshwater fishes. Berlin: Kottelat, Cornol and Freyhof. Available at: https://portals.iucn.org/library/node/9068. Ganopoulos I, Merkouropoulos G, Pantazis S, Tsipouridis C and Tsaftaris A (2011) Assessing molecular and morpho-agronomical diversity and identification of ISSR markers associated with fruit traits in quince (Cydonia oblonga). Genetics and Molecular Research 10(4): 2729–2746: doi:10.4238/2011.November.4.7. Garnsey P (1992) Yield of the Land. Agriculture in Ancient Greece: Proceedings of the Seventh International Symposium at the Swedish Institute at Athens 42. Glutz von Blotzheim UN (1966) Handbuch der Vögel Mitteleuropas. Wiesbaden: Akademische Verlagsgesellschaft. Halstead P (1996) Pastoralism or Household Herding? Problems of Scale and Specialization in Early Greek Animal Husbandry. World Archaeology 28(1): 20–42. Hampson CR, Azarenko AN and Potter JR (1996) Photosynthetic Rate, Flowering, and Yield Component Alteration in Hazelnut in Response to Different Light Environments. Journal of the American Society for Horticultural Science 121(6): 1103–1111. Hughes RE, Weiberg E, Bonnier A, Finné M and Kaplan JO (2018) Quantifying Land Use in Past Societies from Cultural Practice and Archaeological Data. Land 7(1): 9: doi:10.3390/land7010009. James P and Measham PF (2011) Australian Cherry Production Guide. Lenswood: Government of Southern Australia. Klimenko S (2004) The Cornelian Cherry (Cornus mas L.): Collection, preservation, and utilization of genetic resources. Journal of Fruit and Ornamental Plant Research 12: 94–98. Lüning J and Meurers-Balke J (1980) Experimenteller Getreideanbau im Hambacher Forst, Gemeinde Elsdorf, Kreis Bergheim, Rheinland. Bonner Jahrbücher 180: 305–344. Miarnau X, Alegre S and Vargas F (2010) Productive potential of six almond cultivars under regulated deficit irrigation. XIV GREMPA Meeting on Pistachios and almonds. Options Méditerranéennes, Series A (94): 267–271. Muus BJ and Dahlström P (1968) Süßwasserfische. München: BLV Verlagsgesellschaft. Osten-Sacken E von der (2015) Untersuchungen zur Geflügelwirtschaft im Alten Orient. Fribourg: Academic Press Fribourg. Otte MJ and Chilonda P (2002) Cattle and small ruminant production systems in sub-Saharan Africa : a systematic review. Rome. Poli BM, Focardi S and Tinelli A (1996) Composition and metabolizable energy of feed used by fallow deer (Dama dama) in a coastal Mediterranean ecosystem. Small Ruminant Research 22(2): 103–109: doi:10.1016/S0921-4488(96)00885-1. Pretzsch H (2013) Wood fuels handbook. Pristina: Food and Agriculture Organization of the United Nations. Ramos DE (1998) Walnut Production Manual. Oakland: University of California: UCANR Publications. Referenzwerte für die Nährstoffzufuhr (2017). Bonn: Deutsche Gesellschaft für Ernährung, Österreichische Gesellschaft für Ernährung, Schweizerische Gesellschaft für Ernährung. Revedin A, Aranguren B, Becattini R, Longo L, Marconi E, Lippi MM, et al. (2010) Thirty thousand-year-old evidence of plant food processing. Proceedings of the National Academy of Sciences of the United States of America 107(44): 18815–18819: doi:10.1073/pnas.1006993107. Rinallo C and Modi G (1995) Fruit yield of field-grown pear Pyrus communis (L) exposed to different levels of rain acidity in tuscany. Journal of the Science of Food and Agriculture 68(1): 43–50: doi:10.1002/jsfa.2740680108. Robins CR, Ray GC, Douglass J, Freund R, Society NA and Federation NW (1986) A field guide to Atlantic Coast fishes of North America. Boston: Houghton Mifflin. Robinson J and Harding J (2015) The Oxford Companion to Wine. Oxford: Oxford University Press. Souci SW, Fachmann W and Kraut H (2016) Die Zusammensetzung der Lebensmittel, Nährwert-Tabellen. Stuttgart. Available at: https://www.beck-shop.de/souci-fachmann-kraut-zusammensetzung-lebensmittel-naehrwert-tabellen/productview.aspx?product=16126907. Starr CG (1977) The economic and social growth of early Greece, 800-500 b.c. New York: Oxford University Press. Stubbe C (1979) Rehwild: Biologie - Ökologie - Bewirtschaftung. Stuttgart: Franckh Kosmos Verlag. Svensson L, Grant PJ, Mullarney K and Zetterström D (1999) Der neue Kosmos Vogelführer. Alle Arten Europas, Nordafrikas und Vorderasiens. Stuttgart: Franckh-Kosmos Verlag. USDA Food Composition Databases (2015). . Available at: https://ndb.nal.usda.gov/ndb/. USDA Food Composition Databases (2018). . Available at: https://ndb.nal.usda.gov/ndb/. Wildlebende Gänse und Schwäne in Sachsen (2008). Dresden. Available at: https://publikationen.sachsen.de/bdb/artikel/11438. Wolfe K, Audrey-Luke M, Daniels J, Kane S, Martino K, Heboyan V, et al. (2009) Pomegranate Feasibility Study. Atlanta: University of Georgia.

This package is an (adapted) R implementation of the land use quantification approach from Hughes et al. 2018; The package calculates the required area of land for a given number of people, mainly based on their diet. Further information how to use the packge are found in the vignettes. Various nutritional information are collected as data objects within the package (see additional notes). New in version 1.1: added protein requirments. Reference: Hughes RE, Weiberg E, Bonnier A, Finné M and Kaplan JO (2018) Quantifying Land Use in Past Societies from Cultural Practice and Archaeological Data. Land 7(1): 9: doi:10.3390/land7010009. Empirical Data used in the package The package builds upon empirical data on caloric density as well as plant productivity. Below is the list of references for these data (the list of full references is also supplied in the references.txt and references.bib respectively, that is shipped with the package) Abdel-Aal E-SM, Hucl P and Sosulski FW (1995) Compositional and Nutritional Characteristics of Spring Einkorn and Spelt Wheats. Cereal Chemistry 72(6): 621–624. Aggelopoulou KD, Wulfsohn D, Fountas S, Gemtos TA, Nanos GD and Blackmore S (2009) Spatial variation in yield and quality in a small apple orchard. Precision Agriculture 11(5): 538–556. AIM Statistics Report 2016 ( (n.d.)). . Arnon I (1972) Crop production in dry regions. Volume 2. Systematic treatment of the principal crops. Crop production in dry regions. Systematic treatment of the principal crops 2. Available at: https://www.cabdirect.org/cabdirect/abstract/19720701641. Barker G and Barker DP of A and D of the MI for ARG (1985) Prehistoric Farming in Europe. New Yok: CUP Archive. Barzegar AR, Asoodar MA, Khadish A, Hashemi AM and Herbert SJ (2003) Soil physical characteristics and chickpea yield responses to tillage treatments. Soil and Tillage Research 71(1): 49–57: doi:10.1016/S0167-1987(03)00019-9. Battisti A, Benvegnù I, Colombari F and Haack RA (2014) Invasion by the chestnut gall wasp in Italy causes significant yield loss in Castanea sativa nut production. Agricultural and Forest Entomology 16(1): 75–79: doi:10.1111/afe.12036. Böhm E (1997) Jagdpraxis im Schwarzwaldrevier: Vom Abfährten bis zum Zerwirken. Graz: Stocker, L. Buchner RP (2012) Prune Production Manual. Oakland: University of California: UCANR Publications. Cohen DM, Inada T, Iwamoto T and Scialabba N (1990) FAO species catalogue. Vol. 10. Gadiform fishes of the world. An annotated and illustrated catalogue of cods, hakes, grenadiers and other gadiform fishes known to date. Rome: Food and Agricultural Organization of the United Nations. Dahl G and Hjort A (1976) Having herds: pastoral herd growth and household economy. Stockholm: Dept. of Social Anthropology, University of Stockholm. Datenbank BiolFlor - Helmholtz-Zentrum für Umweltforschung UFZ ( (n.d.)). . Available at: http://www.ufz.de/index.php?de=38567. Ferguson L, Polito V and Kallsen C (2005) The pistachio tree; botany and physiology and factors that affect yield. Pistachio Production Manual, 10. Foxhall L (2007) Olive Cultivation in Ancient Greece: Seeking the Ancient Economy. Oxford. Freyhof J and Kottelat M (2007) Handbook of European freshwater fishes. Berlin: Kottelat, Cornol and Freyhof. Available at: https://portals.iucn.org/library/node/9068. Ganopoulos I, Merkouropoulos G, Pantazis S, Tsipouridis C and Tsaftaris A (2011) Assessing molecular and morpho-agronomical diversity and identification of ISSR markers associated with fruit traits in quince (Cydonia oblonga). Genetics and Molecular Research 10(4): 2729–2746: doi:10.4238/2011.November.4.7. Garnsey P (1992) Yield of the Land. Agriculture in Ancient Greece: Proceedings of the Seventh International Symposium at the Swedish Institute at Athens 42. Glutz von Blotzheim UN (1966) Handbuch der Vögel Mitteleuropas. Wiesbaden: Akademische Verlagsgesellschaft. Halstead P (1996) Pastoralism or Household Herding? Problems of Scale and Specialization in Early Greek Animal Husbandry. World Archaeology 28(1): 20–42. Hampson CR, Azarenko AN and Potter JR (1996) Photosynthetic Rate, Flowering, and Yield Component Alteration in Hazelnut in Response to Different Light Environments. Journal of the American Society for Horticultural Science 121(6): 1103–1111. Hughes RE, Weiberg E, Bonnier A, Finné M and Kaplan JO (2018) Quantifying Land Use in Past Societies from Cultural Practice and Archaeological Data. Land 7(1): 9: doi:10.3390/land7010009. James P and Measham PF (2011) Australian Cherry Production Guide. Lenswood: Government of Southern Australia. Klimenko S (2004) The Cornelian Cherry (Cornus mas L.): Collection, preservation, and utilization of genetic resources. Journal of Fruit and Ornamental Plant Research 12: 94–98. Lüning J and Meurers-Balke J (1980) Experimenteller Getreideanbau im Hambacher Forst, Gemeinde Elsdorf, Kreis Bergheim, Rheinland. Bonner Jahrbücher 180: 305–344. Miarnau X, Alegre S and Vargas F (2010) Productive potential of six almond cultivars under regulated deficit irrigation. XIV GREMPA Meeting on Pistachios and almonds. Options Méditerranéennes, Series A (94): 267–271. Muus BJ and Dahlström P (1968) Süßwasserfische. München: BLV Verlagsgesellschaft. Osten-Sacken E von der (2015) Untersuchungen zur Geflügelwirtschaft im Alten Orient. Fribourg: Academic Press Fribourg. Otte MJ and Chilonda P (2002) Cattle and small ruminant production systems in sub-Saharan Africa : a systematic review. Rome. Poli BM, Focardi S and Tinelli A (1996) Composition and metabolizable energy of feed used by fallow deer (Dama dama) in a coastal Mediterranean ecosystem. Small Ruminant Research 22(2): 103–109: doi:10.1016/S0921-4488(96)00885-1. Pretzsch H (2013) Wood fuels handbook. Pristina: Food and Agriculture Organization of the United Nations. Ramos DE (1998) Walnut Production Manual. Oakland: University of California: UCANR Publications. Referenzwerte für die Nährstoffzufuhr (2017). Bonn: Deutsche Gesellschaft für Ernährung, Österreichische Gesellschaft für Ernährung, Schweizerische Gesellschaft für Ernährung. Revedin A, Aranguren B, Becattini R, Longo L, Marconi E, Lippi MM, et al. (2010) Thirty thousand-year-old evidence of plant food processing. Proceedings of the National Academy of Sciences of the United States of America 107(44): 18815–18819: doi:10.1073/pnas.1006993107. Rinallo C and Modi G (1995) Fruit yield of field-grown pear Pyrus communis (L) exposed to different levels of rain acidity in tuscany. Journal of the Science of Food and Agriculture 68(1): 43–50: doi:10.1002/jsfa.2740680108. Robins CR, Ray GC, Douglass J, Freund R, Society NA and Federation NW (1986) A field guide to Atlantic Coast fishes of North America. Boston: Houghton Mifflin. Robinson J and Harding J (2015) The Oxford Companion to Wine. Oxford: Oxford University Press. Souci SW, Fachmann W and Kraut H (2016) Die Zusammensetzung der Lebensmittel, Nährwert-Tabellen. Stuttgart. Available at: https://www.beck-shop.de/souci-fachmann-kraut-zusammensetzung-lebensmittel-naehrwert-tabellen/productview.aspx?product=16126907. Starr CG (1977) The economic and social growth of early Greece, 800-500 b.c. New York: Oxford University Press. Stubbe C (1979) Rehwild: Biologie - Ökologie - Bewirtschaftung. Stuttgart: Franckh Kosmos Verlag. Svensson L, Grant PJ, Mullarney K and Zetterström D (1999) Der neue Kosmos Vogelführer. Alle Arten Europas, Nordafrikas und Vorderasiens. Stuttgart: Franckh-Kosmos Verlag. USDA Food Composition Databases (2015). . Available at: https://ndb.nal.usda.gov/ndb/. USDA Food Composition Databases (2018). . Available at: https://ndb.nal.usda.gov/ndb/. Wildlebende Gänse und Schwäne in Sachsen (2008). Dresden. Available at: https://publikationen.sachsen.de/bdb/artikel/11438. Wolfe K, Audrey-Luke M, Daniels J, Kane S, Martino K, Heboyan V, et al. (2009) Pomegranate Feasibility Study. Atlanta: University of Georgia.

Current version: v1.0.1 A collection of examples using the Victorian Heritage Database API. For more information see the Heritage Council of Victoria section of the GLAM Workbench. Notebook topics Introduction to the Victorian Heritage Database API This repository is part of the GLAM Workbench.

This repository contains the Jupyter notebooks and data I used in preparing for my talk 'Who belongs? Reading identity, ownership, and legitimacy' for the 'From text to data – new ways of reading' conference at the National Library of Sweden. I was exploring the occurance and contexts of the words 'aliens' and 'immigrants' in Australian newspapers, The Bulletin, and Commonwealth Hansard. This repository includes notebooks copied from my GLAM Workbench.