AndreaBozzo/ceres-open-data-index huggingface dataset:
Supplementary data: Opposing effects of cannabidiol in patient-derived neuroendocrine tumor, pheochromocytoma/paraganglioma primary cultures

This dataset contains supplementary material to the associated article "Opposing effects of cannabidiol in patient-derived neuroendocrine tumor, pheochromocytoma/paraganglioma primary cultures". The article was submitted to the The Journal of Clinical Endocrinology and Metabolism. https://doi.org/10.1210/clinem/dgae241

Tags: 600-technology, 610-medical-sciences-and-medicine, cannabidiol, cannabinoids, cbd, medicine, neuroendocrine-tumor, pheochromocytoma-and-paraganglioma
Organization: open.bydata
Behandlung von Drüsenkrebs

Die Datei enthält Daten einer klinischen Studie, die zwei Behandlungen gegen Drüsenkrebs gegenüberstellt. Von insgesamt 96 Patienten wurden 51 nur einer Strahlentherapie unterzogen, die restlichen 45 Patienten wurden mit einer Kombination aus Strahlen- und Chemotherapie behandelt. Die Patienten begannen die Therapie zu verschiedenen Zeitpunkten. Als die Studie abgeschlossen wurde, waren noch einige der Patienten am Leben.

Tags: 310-general-statistics, datenarchiv-statistik
Organization: open.bydata
Fussball-Bundesliga

Dieser Datensatz enthält die Ergebnisse der Fussball-Bundesliga aus der Saison 1995/96. Dabei wurden für jeden der 34 Spieltage jeweils die 9 angesetzten Paarungen der 18 Mannschaften, die erzielten Tore der Heim- bzw. Gastmannschaft, der Wochentag des Spiels sowie das Datum der Begegnung erhoben.

Tags: 310-general-statistics, datenarchiv-statistik
Organization: open.bydata
Umfrage unter Kunden einer Automobilfirma

Die Datei enthält Daten, die ein deutscher Automobilhersteller 1983 im Rahmen einer Kundenumfrage erhob. Das Unternehmen verschickte Fragebögen an 2000 Kunden, welche ca. drei Monate zuvor einen Neuwagen gekauft hatten. Von diesen 2000 Neuwagenkäufern antworteten 1182. Nach Streichung aller fehlenden Werte blieben noch 793 Fragebögen übrig, bei denen alle Fragen beantwortet waren. Die Antworten wurden in 793 Cases mit jeweils 46 Variablen in der Datei abgespeichert. Aufgrund der Vielzahl an ordinalen und nominalen Untersuchungsmerkmalen ist dieser Datensatz insbesondere für generalisierte lineare Regressionsmodelle geeignet.

Tags: 310-general-statistics, datenarchiv-statistik
Organization: open.bydata
Ames salmonella

Dieser Datensatz enthält Daten, die in einer mikrobiologischen Studie über Mutagene erfaßt wurden. Jeweils drei mit Ames salmonella infizierte Agarplatten wurden mit fünf verschieden konzentrierten Chinolinlösungen behandelt (insgesamt 15 Platten).Von Interesse war dabei der Zusammenhang zwischen der Chinolinkonzentration und der auf der Platte sichtbaren Anzahl der rückmutierten Ames Salmonella-Kolonien.

Tags: 310-general-statistics, datenarchiv-statistik
Organization: open.bydata
Datensatz zur Dissertation mit dem Titel "Deutsche Entlehnungen im Russischen - auf Basis eines digital erstellten Korpus"

Der Datensatz zur Dissertation "Deutsche Entlehnungen im Russischen - auf Basis eines digital erstellten Korpus" besteht aus insgesamt 6 Tabellen: rus_listen, rus_listen_distinct, rus_entlehnungen, rus_tokens, rus_meta, rus_kontext. rus_listen: Diese Tabelle enthält alle 24 Wörterlisten mit insgesamt 18.211 Wörtern und enthält neben den vielen Varianten auch einige Wiederholungen. rus_listen_distinct: Diese Tabelle weist 10.780 Wörter auf und besteht nur aus der Spalte Russisch. In dieser Spalte sind alle Suchwörter in kyrillischer Schrift verzeichnet. rus_entlehnungen: Diese Tabelle beinhaltet alle ursprünglich deutschen Entlehnungen, insgesamt 306 Lemmata. rus_tokens*: Diese Tabelle enthält das Teilkorpus des Russischen Nationalkorpus, eine Offline-Version. Insgesamt fasst das Korpus 1.001.460 Wörter. rus_meta*: Diese Tabelle enthält die Metadaten zum Teilkorpus. rus_kontext*: Diese Tabelle ermöglicht es KeyWords in Context (KWIC) zu betrachten. *Aus lizenzrechtlichen Gründen kann von den Tabellen rus_tokens, rus_meta und rus_kontext jeweils nur die Struktur exportiert werden, nicht die Daten. Die Dissertation untersucht deutsche Entlehnungen im Russischen, die durch interkulturellen Austausch entstanden sind. Trotz umfangreicher Forschung fehlen systematische Analysen zur aktuellen Verwendung. Mithilfe moderner korpuslinguistischer Methoden wird eine empirische Materialgrundlage geschaffen, einschließlich der Arbeit mit dem Russischen Nationalkorpus und einer umfassenden Erfassung deutscher Lehnwörter. Nach der Einführung werden Forschungsfragen und Arbeitshypothesen formuliert. Kapitel zwei gibt einen Überblick über die Forschung zu Entlehnungen, insbesondere im Russischen. Kapitel drei stellt bestehende Klassifikationsmodelle vor und entwickelt eine eigenständige Systematisierung deutscher Entlehnungen. Kapitel vier erläutert den Einsatz digitaler Korpora als Forschungsmethode, Kapitel fünf beschreibt die korpuslinguistische Methodik. Kapitel sechs bildet den analytischen Schwerpunkt: Es umfasst die Kategorisierung, etymologische Einordnung sowie phonetische, morphologische und semantische Analysen. Kapitel sieben fasst die Ergebnisse zusammen und skizziert Forschungsdesiderate. Ein Glossar deutscher Entlehnungen ergänzt die Arbeit.

Tags: 400-language, 410-linguistics, 430-germanic-languages-german, 490-other-languages, entlehnung, germanismus, germanistik, korpus-linguistik, linguistik, russistik, sprachkontakt
Organization: open.bydata
Membraneless protocell confined by a heat flow

In living cells, a complex mixture of biomolecules is assembled within and across membranes. This non-equilibrium state is maintained by sophisticated protein machinery, which imports food molecules, removes waste products and orchestrates cell division. However, it remains unclear how this complex cellular machinery emerged and evolved. Here we show how the molecular contents of a cell can be coupled in a coordinated way to non-equilibrium heat flow. A temperature difference across a water-filled pore assembled the core components of a modern cell, which could then activate gene expression. The mechanism arose from the interplay of convection and thermophoresis, both driven by the same heat source. The cellular machinery of protein synthesis from DNA via RNA was triggered as a direct result of the concentration of cell components. The same non-equilibrium setting continued to attract food molecules from an adjacent fluid stream, while keeping the cellular molecules in a confined pocket protected against diffusion. Our results show how a simple non-equilibrium physical process can assemble the many different molecules of a cell and trigger its basic functions. The framework provides a membrane-free environment to bridge the long evolutionary times from an RNA world to a protein-based cell-like proto-metabolism.

Tags: 530-physics, artificial-cell, synthetic-cell, thermal-non-equilibrium, thermophoresis
Organization: open.bydata
Flächennutzungsplan Steinhöfel - Amt Odervorland Gemeinde Steinhöfel OT Steinhöfel (WMS)

Der Flächennutzungsplan enthält als vorbereitender Bauleitplan ein Bodennutzungskonzept für das gesamte Gemeindegebiet, welches der Umsetzung durch Bebauungspläne bzw. durch Satzungen bedarf.

Tags: amt-odervorland, bauleitplanung, flächennutzungsplan, fnp, infomapaccessservice, opendata, planung, steinhöfel
Organization: Open Data Brandenburg
Beda Venerabilis, De locis sanctis: a digital critical edition (supplemental data)

This publication consists of the text of a new critical edition of The Venerable Bede's De locis sanctis, in a digital format, with details about the manuscripts used for transcription, an index of every place-name cited in the text, and a bibliography. It is available as a plain text format, a TEI-XML version (with a negative apparatus in footnotes) and as HTML images of the website containing the edition. It is the result of a project funded by the Alexander von Humboldt Foundation (post-doctoral fellowship), led at the Department of Greek and Latin Philology at the Ludwig-Maximilians-Universität in Munich. Database: https://doi.org/10.5282/ubm/data.290

Tags: beda-venerabilis, christianism, digital-edition, early-middle-ages, itineraria, medieval-latin, toponymy
Organization: open.bydata
Beda Venerabilis, De locis sanctis: a digital critical edition (database)

This publication consists of the dataset used to create a new critical edition of The Venerable Bede's De locis sanctis, in a digital format, with details about the manuscripts used for transcription, an index of every place-name cited in the text, and a bibliography. It is the result of a project funded by the Alexander von Humboldt Foundation (post-doctoral fellowship), led at the Department of Greek and Latin Philology at the Ludwig-Maximilians-Universität in Munich. Supplemental data: https://doi.org/10.5282/ubm/data.291

Tags: beda-venerabilis, christianism, early-middle-ages, itineraria, medieval-latin, toponymy
Organization: open.bydata
Aufwand und Erfolg eines Fernsehspots

Die Datei enthält Daten, die im Zusammenhang mit einer Studie über Wirkung und Wahrnehmung der Werbung im Fernsehen erhoben wurden. Dabei wurde 66 Personen während eines Zeitraumes von 171 Wochen wöchentlich eine Frage zu Werbespots für einen bekannten Schokoladenriegel gestellt. Außerdem wurde noch der wöchentliche Werbeaufwand in einer skalaren, metrischen Größe erfaßt. Da für einige Wochen die Antworten leider fehlen, wurden die entsprechenden fehlenden Werte mit "0" kodiert.

Tags: 310-general-statistics, datenarchiv-statistik
Organization: open.bydata
Objective assessment of wear time during orthodontic aligner therapy using microsensors - a randomized controlled trial

Data supplement Study Title: Objective assessment of wear time during orthodontic aligner therapy using microsensors - a randomized controlled trial Including: Study protocol and full data set including statistical analysis

Tags: 600-technology, 610-medical-sciences-and-medicine, aligner-compliance-adherence-wear-time-removable-appliance, medicine
Organization: open.bydata
Cold pool driven convective initiation: using causal graph analysis to determine what convection permitting models are missing

The data in this folder comprises all data necessary to produce the Figures presented in our paper (Hirt et al, 2020, in review, Quarterly Journal of the Royal Meteorological Society). Corresponding Jupyter notebooks, which were used to analyse and plot the data, are available at https://github.com/HirtM/cold_pool_driven_convection_initiation. The datasets are netcdf files and should contain all relevant metadata. cp_aggregates2*: These datasets contain different variables of cold pool objects. For each variable, several different statistics are available, e.g. the average/median/some percentile over the area of each cold pool object. Note that the data does not contain tracked cold pools. Any sequence of cold pool indices is hence meaningless. Each cold pool index does not only have information about its cold pool, but also its edges (see mask dimension). P_ci_* These datasets contain information on convection initiation within cold pool areas, cold pool edge areas or no cold pool areas. No single cold pool objects are identified here. prec_* As P_ci_*, but for precipitation. synoptic_conditions_variables.nc This dataset contains domain averaged (total domain, not cold pool objects) timeseries of selected variables. The selected variables were chosen in order to describe the synoptic and diurnal conditions of the days of interest. This dataset is used for the causal regression analysis. All the data here is derived from the ICON-LEM simulation conducted within HDCP2: http://hdcp2.eu/index.php?id=5013 Heinze, R., Dipankar, A., Carbajal Henken, C., Moseley, C., Sourdeval, O., Trömel, S., Xie, X., Adamidis, P., Ament, F., Baars, H., Barthlott, C., Behrendt, A., Blahak, U., Bley, S., Brdar, S., Brueck, M., Crewell, S., Deneke, H., Di Girolamo, P., Evaristo, R., Fischer, J., Frank, C., Friederichs, P., Göcke, T., Gorges, K., Hande, L., Hanke, M., Hansen, A., Hege, H.-C., Hoose, C., Jahns, T., Kalthoff, N., Klocke, D., Kneifel, S., Knippertz, P., Kuhn, A., van Laar, T., Macke, A., Maurer, V., Mayer, B., Meyer, C. I., Muppa, S. K., Neggers, R. A. J., Orlandi, E., Pantillon, F., Pospichal, B., Röber, N., Scheck, L., Seifert, A., Seifert, P., Senf, F., Siligam, P., Simmer, C., Steinke, S., Stevens, B., Wapler, K., Weniger, M., Wulfmeyer, V., Zängl, G., Zhang, D. and Quaas, J. (2016): Large-eddy simulations over Germany using ICON: A comprehensive evaluation. Q.J.R. Meteorol. Soc., doi:10.1002/qj.2947 M.Hirt, 9 Jan 2020

Tags: 500-natural-sciences-and-mathematics, 530-physics, atmospheric-science, cold-pools, convective-inititation, linear-causal-analysis, numerical-weather-prediction
Organization: open.bydata
Model data to recreate figures seen in the manuscript "Impacts of Environmental Conditions and Ice Nuclei Recycling on Arctic Mixed-Phase Cloud Properties."

Radiatively driven Arctic stratocumulus clouds have important climactic impacts due to their effects on surface radiative balance. The presence of both liquid and ice within Arctic stratocumulus, and their interaction through the Wegener-Bergeron-Findeisen (WBF) process, strongly affects the properties and lifetimes of these clouds. To assess the impacts of mixed-phase microphysical processes in Arctic Stratocumulus, we use a Langrangian cloud microphysical model within a large eddy simulation framework to simulate a single-layer cloud under varying free-tropospheric humidity and above-cloud inversion strength. We also run two simulations in which precipitating ice crystals have their IN re-injected into the model domain, rather than removed. We find that IN recycling plays a critical role in maintaining the presence of ice in the mixed-phase cloud. The simulations with drier free-tropospheric air experience greater sublimation of ice crystals below cloud, recycling of ice crystals, and a higher ice water path than simulations with more humid free-tropospheric air. We also find that the impact of inversion strength on cloud microphysical characteristics is strongly modulated by free-tropospheric relative humidity, with decreased inversion strength resulting in both increased and decreased liquid water path under high and low free-tropospheric relative humidity, respectively. Code to the Jupyter notebook: https://doi.org/10.5281/zenodo.17662940

Tags: 500-natural-sciences-and-mathematics, 550-earth-sciences, aerosol-cloud-interactions, atmospheric-modeling, atmospheric-science, ice-microphysics, mixed-phase-stratocumulus
Organization: open.bydata
A Close and Distant Reading of Shakespearean Intertextuality - Appendix

This is a collection of all references found in a study of Shakespearean Intertextuality. I collected references to Shakespeare and his works in the complete works of 11 contemporary British writers. The corpus includes several hundred contemporary British texts, most of which were novels. A few graphic novels, collections of short stories and autobriographies make up the rest of the texts. All references are given with their context, the original line they quote, the texts they pertain to and a score that counts the verbatim referencing words in the contemporary texts. The appendix contains further references not discussed in the study, a full list of all works examined and further metadata.

Tags: 020-library-and-information-science, 820-english-and-old-english-literatures, digital-humanities, intertextuality, mixed-methods, shakespeare
Organization: open.bydata
mpNRG PSFs used in: "Computing and compressing local vertex functions in imaginary and real frequencies from the multipoint numerical renormalization group using quantics tensor cross interpolation"

The multipoint numerical renormalization group (mpNRG) is a powerful impurity solver that provides accurate spectral data useful for computing local, dynamic correlation functions in imaginary or real frequencies non-perturbatively across a wide range of interactions and temperatures. It gives access to a local, non-perturbative four-point vertex in imaginary and real frequencies, which can be used as input for subsequent computations such as diagrammatic extensions of dynamical mean field theory. However, computing and manipulating the real-frequency four-point vertex on large, dense grids quickly becomes numerically challenging when the density and/or the extent of the frequency grid is increased. In this paper, we compute four-point vertices in a strongly compressed quantics tensor train format using quantics tensor cross interpolation, starting from discrete partial spectral functions obtained from mpNRG. This enables evaluations of the vertex on frequency grids with resolutions far beyond the reach of previous implementations. We benchmark this approach on the four-point vertex of the single-impurity Anderson model across a wide range of physical parameters, both in its full form and its asymptotic decomposition. For imaginary frequencies, the full vertex can be represented to an accuracy of 10−3 with maximum bond dimensions not exceeding 120. The more complex full real-frequency vertex requires maximum bond dimensions not exceeding 170 for 1% accuracy. Our work marks another step toward tensor-train-based diagrammatic calculations for correlated electronic lattice models starting from a local, non-perturbative mpNRG vertex.

Tags: 500-natural-sciences-and-mathematics, 530-physics, correlated-electrons, keldyh-vertex, matsubara-vertex, multipoint-numerical-renormalization-group, symmetric-estimators, tensor-cross-interpolation
Organization: open.bydata
Alfred Einstein: Das italienische Madrigal. Versuch einer Geschichte der italienischen Profanmusik im 16. Jahrhundert. Deutschsprachige Erstausgabe. TEI/MEI-Edition

Vollständige Edition der deutschsprachigen Originalfassung. Textdaten im TEI-Format, Musikdaten im MEI-Format. PDF-Version verfügbar unter: https://doi.org/10.5282/ubm/epub.128701

Tags: 16.-jahrhundert, 700-arts-and-recreation, 780-music, edition, frühe-neuzeit, italien, madrigal, musikwissenschaft, renaissance, vokalmusik
Organization: open.bydata
Data Set Experiment: Eyetracking of authentic causal and concessive Clauses

The data set contains all research data of the project “Causality and prediction in linguistic discourse”: 1. All data from the data mining process for designing the stimuli for the study. 2. Stimuli in the import formats for Experiment Builder (SR Research) and the SoSci Survey platform. 3. All raw data from the eye-tracking experiment, the subject questionnaire, the SoSci Survey platform and the comprehension questions during the experiment. 4. Completely cleaned eye tracking data with the final interest areas and the export configuration for Data Viewer (SR Research). 5. All data for calculating the test statistics and visualizations, including the corresponding R script.

Tags: 100-philosophy-and-psychology, 150-psychology, 400-language, 410-linguistics, authentic-experimental-items, causal-relations, causality-by-default, concessive-relations, connectives, discourse-relations, eyetracking-during-reading
Organization: open.bydata
Resilience to climate change in an octocoral involves the transcriptional decoupling of the calcification and stress response toolkits

Up to one-third of all described marine species occur in coral reefs, but the future of these hyperdiverse ecosystems is insecure due to local and global threads, such as overfishing, eutrophication, ocean warming and acidification. Although these impacts are expected to have a net detrimental effect on reefs, some organisms, like soft corals, may remain unaffected or benefit from anthropogenically induced environmental change, replacing stony corals in future reefs. Here, we show that the response to simulated climate change of the skeletogenic and stress-response toolkits of a common Indo-Pacific gorgonian is decoupled. This transcriptional decoupling provides a mechanistic explanation for the resilience to anthropogenically-driven environmental change observed in soft corals.

Tags: 500-natural-sciences-and-mathematics, 570-life-sciences, 590-zoological-sciences, climate-change, octocorals, proteomics, resilience
Organization: open.bydata
Independent Performing Arts in Europe: Institutional Consolidation and Precariousness of an Emerging Field

The independent performing arts are establishing themselves as an autonomous organizational field operating across Europe. The core interest in this regard is not in artistic form or aesthetics, but in organizational features that define the field institutionally throughout Northern, Eastern, Southern and Western Europe. This structural account is complimented by an analysis of the social situation within the field, especially in light of the new challenges posed by the coronavirus pandemic. Next, the actions taken by advocacy groups to improve the precarious status of the arts and their successes in governance are analyzed in terms of international coalition patterns, the development of mutual awareness and isomorphic alignment in the structuring of the field beyond nation-state borders. 1,031 survey responses from cultural professionals as well as expert interviews with the management staff of independent performing arts associations from twelve European countries are the basis for the research. Neither a scholarly account that consolidates the independent performing arts as a European institution nor a detailed empirical investigation of its socioeconomic situation has been presented before. Consequently, with the data-based discussion of this publication a gap in knowledge relevant for science and practice is be closed.

Tags: 300-social-sciences, 700-arts-and-recreation, advocacy, arts-organizations, cultural-organizations, cultural-policy, neo-institutionalism
Organization: open.bydata
Klarstellungs- und Ergänzungssatzung - Amt Rhinow Gemeinde Havelaue OT Spaatz

Die Klarstellungs- und Ergänzungssatzung legt die Grenzen für im Zusammenhang bebaute Ortsteile fest. Ergänzend werden Bereiche als Außenbereichsfläche in die im Zusammenhang bebauten Ortsteile einbezogen. Damit wird ein Innenbereich bestimmt, der grundsätzlich unter Beachtung gesetzlicher Vorgaben auch ohne Aufstellung eines Bebauungsplanes bebaubar ist.

Tags: amt-rhinow, bauleitplanung, erdbeobachtung-und-umwelt, klarstellungs--und-ergänzungssatzung, opendata, planung
Organization: Open Data Brandenburg
Exo-Tox: Identifying Exotoxins from secreted bacterial proteins

Background: Bacterial exotoxins are secreted proteins able to affect target cells, and associated with diseases. Their accurate identification can enhance drug discovery and ensure the safety of bacteria-based medical applications. How- ever, current toxin predictors prioritize broad coverage by mixing toxins from multiple biological kingdoms and diverse control sets. This general approach has proven sub-optimal for identifying niche toxins, such as bacterial exotoxins. Recent Protein Language Models offer an opportunity to improve toxin prediction by capturing global sequence context and biochemical properties from protein sequences. Results: We introduce Exo-Tox, a specialized predictor trained exclusively on curated datasets of bacterial exotoxins and secreted non-toxic bacterial proteins,represented as embeddings by Protein Language Models. Compared to Basic Local Alignment Search Tool (BLAST)-based methods and generalized toxin predictors, Exo-Tox outperforms across multiple metrics, achieving an Matthews correlation coefficient > 0.9. Notably, Exo-Tox’s performance remains robust regardless of protein length or the presence of signal peptides. We analyze its limited transfer-ability to bacteriophage proteins and non-secreted proteins. These Datasets are part of the article published in BioData Mining : Krueger, T., Durmaz, D. & Jimenez-Soto, L. Exo-Tox: Identifying Exotoxins from secreted bacterial proteins. BioData Mining 18, 52 (2025). https://doi.org/10.1186/s13040-025-00469-2. Use the following link to access: https://rdcu.be/eAeOs

Tags: 500-natural-sciences-and-mathematics, 570-life-sciences, bacterial-toxins, bacteriophages, predictor
Organization: open.bydata