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Part 1: Document Description
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Citation |
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Title: |
Replication Data for: Modeling Media Influence on the Formation of Misinformed Attitudes -- Chapter 5: Validating the Cognitive Cascade model using empirical media and polling data |
Identification Number: |
doi:10.7910/DVN/4NGNPF |
Distributor: |
Harvard Dataverse |
Date of Distribution: |
2024-05-01 |
Version: |
1 |
Bibliographic Citation: |
Rabb, Nicholas, 2024, "Replication Data for: Modeling Media Influence on the Formation of Misinformed Attitudes -- Chapter 5: Validating the Cognitive Cascade model using empirical media and polling data", https://doi.org/10.7910/DVN/4NGNPF, Harvard Dataverse, V1 |
Citation |
|
Title: |
Replication Data for: Modeling Media Influence on the Formation of Misinformed Attitudes -- Chapter 5: Validating the Cognitive Cascade model using empirical media and polling data |
Identification Number: |
doi:10.7910/DVN/4NGNPF |
Authoring Entity: |
Rabb, Nicholas (Tufts University) |
Distributor: |
Harvard Dataverse |
Access Authority: |
Rabb, Nicholas |
Depositor: |
Rabb, Nicholas |
Date of Deposit: |
2024-03-30 |
Holdings Information: |
https://doi.org/10.7910/DVN/4NGNPF |
Study Scope |
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Keywords: |
Computer and Information Science, Social Sciences, misinformation, opinion diffusion |
Abstract: |
This data is the result of simulations using the Cognitive Cascade model with data from the Face Mask Perception Scale Attitudes in U.S. Covid-19 News dataset. The procedure is described in Rabb 2024 (PhD Thesis), "Modeling Media Influence on Misinformed Attitudes," Chapter 5, titled "Validating the Cognitive Cascade model using empirical media and polling data." There are two types of files in this replication dataset: 1. Opinion simulation data from all simulation runs, for each agent group 2. NetLogo world data from the three case studies examined in the chapter: for simple, complex, and cognitive cascades (one file for each of the 30 simulation runs and its ending world state). This was used to support the analysis examining exposure and belief of messages. Further information for replication and instructions for how to generate figures and results found in the chapter can be found at https://github.com/RickNabb/media-ideology-coding/tree/main/cog-cascades-model . |
Methodology and Processing |
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Sources Statement |
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Data Access |
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Other Study Description Materials |
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cognitive-ba-group-homophily.csv |
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All simulation run results for the cognitive cascade method on the group homophilic Barabasi-Albert random graph. |
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text/csv |
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cognitive-ba.csv |
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All simulation run results for the cognitive cascade method on the Barabasi-Albert random graph. |
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text/csv |
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cognitive-cascades_1600_world.csv |
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World data for one of the simulation runs of the top scoring cognitive cascade parameterization |
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text/csv |
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cognitive-cascades_1744_world.csv |
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World data for one of the simulation runs of the top scoring cognitive cascade parameterization |
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text/csv |
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cognitive-cascades_1773_world.csv |
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World data for one of the simulation runs of the top scoring cognitive cascade parameterization |
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text/csv |
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cognitive-cascades_2154_world.csv |
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World data for one of the simulation runs of the top scoring cognitive cascade parameterization |
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text/csv |
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cognitive-cascades_2601_world.csv |
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World data for one of the simulation runs of the top scoring cognitive cascade parameterization |
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text/csv |
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cognitive-cascades_3312_world.csv |
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World data for one of the simulation runs of the top scoring cognitive cascade parameterization |
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text/csv |
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cognitive-cascades_3541_world.csv |
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World data for one of the simulation runs of the top scoring cognitive cascade parameterization |
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text/csv |
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cognitive-cascades_4005_world.csv |
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World data for one of the simulation runs of the top scoring cognitive cascade parameterization |
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text/csv |
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cognitive-cascades_4041_world.csv |
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World data for one of the simulation runs of the top scoring cognitive cascade parameterization |
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text/csv |
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cognitive-cascades_4131_world.csv |
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World data for one of the simulation runs of the top scoring cognitive cascade parameterization |
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text/csv |
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cognitive-cascades_4290_world.csv |
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World data for one of the simulation runs of the top scoring cognitive cascade parameterization |
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text/csv |
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cognitive-cascades_4400_world.csv |
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World data for one of the simulation runs of the top scoring cognitive cascade parameterization |
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text/csv |
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cognitive-cascades_4953_world.csv |
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World data for one of the simulation runs of the top scoring cognitive cascade parameterization |
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text/csv |
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cognitive-cascades_5234_world.csv |
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World data for one of the simulation runs of the top scoring cognitive cascade parameterization |
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text/csv |
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cognitive-cascades_5309_world.csv |
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World data for one of the simulation runs of the top scoring cognitive cascade parameterization |
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text/csv |
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cognitive-cascades_5347_world.csv |
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World data for one of the simulation runs of the top scoring cognitive cascade parameterization |
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text/csv |
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cognitive-cascades_5746_world.csv |
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World data for one of the simulation runs of the top scoring cognitive cascade parameterization |
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text/csv |
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cognitive-cascades_6422_world.csv |
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World data for one of the simulation runs of the top scoring cognitive cascade parameterization |
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text/csv |
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cognitive-cascades_7195_world.csv |
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World data for one of the simulation runs of the top scoring cognitive cascade parameterization |
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text/csv |
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cognitive-cascades_7221_world.csv |
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World data for one of the simulation runs of the top scoring cognitive cascade parameterization |
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text/csv |
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cognitive-cascades_7356_world.csv |
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World data for one of the simulation runs of the top scoring cognitive cascade parameterization |
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text/csv |
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cognitive-cascades_7393_world.csv |
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World data for one of the simulation runs of the top scoring cognitive cascade parameterization |
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text/csv |
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cognitive-cascades_7668_world.csv |
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World data for one of the simulation runs of the top scoring cognitive cascade parameterization |
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text/csv |
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cognitive-cascades_7864_world.csv |
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World data for one of the simulation runs of the top scoring cognitive cascade parameterization |
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text/csv |
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cognitive-cascades_8119_world.csv |
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World data for one of the simulation runs of the top scoring cognitive cascade parameterization |
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text/csv |
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cognitive-cascades_8607_world.csv |
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World data for one of the simulation runs of the top scoring cognitive cascade parameterization |
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text/csv |
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cognitive-cascades_9062_world.csv |
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World data for one of the simulation runs of the top scoring cognitive cascade parameterization |
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text/csv |
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cognitive-cascades_9216_world.csv |
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World data for one of the simulation runs of the top scoring cognitive cascade parameterization |
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text/csv |
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cognitive-cascades_9361_world.csv |
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World data for one of the simulation runs of the top scoring cognitive cascade parameterization |
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text/csv |
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cognitive-cascades_9875_world.csv |
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World data for one of the simulation runs of the top scoring cognitive cascade parameterization |
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text/csv |
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complex-ba-group-homophily.csv |
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All simulation run results for the complex cascade method on the group homophilic Barabasi-Albert random graph. |
Notes: |
text/csv |
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complex-ba.csv |
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All simulation run results for the complex cascade method on the Barabasi-Albert random graph. |
Notes: |
text/csv |
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complex-cascades_1466_world.csv |
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World data for one of the simulation runs of the top scoring complex cascade parameterization |
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text/csv |
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complex-cascades_1520_world.csv |
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World data for one of the simulation runs of the top scoring complex cascade parameterization |
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text/csv |
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complex-cascades_154_world.csv |
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World data for one of the simulation runs of the top scoring complex cascade parameterization |
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text/csv |
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complex-cascades_1588_world.csv |
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World data for one of the simulation runs of the top scoring complex cascade parameterization |
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text/csv |
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complex-cascades_2064_world.csv |
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World data for one of the simulation runs of the top scoring complex cascade parameterization |
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text/csv |
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complex-cascades_248_world.csv |
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World data for one of the simulation runs of the top scoring complex cascade parameterization |
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text/csv |
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complex-cascades_2703_world.csv |
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World data for one of the simulation runs of the top scoring complex cascade parameterization |
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text/csv |
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complex-cascades_2712_world.csv |
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World data for one of the simulation runs of the top scoring complex cascade parameterization |
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text/csv |
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complex-cascades_2928_world.csv |
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World data for one of the simulation runs of the top scoring complex cascade parameterization |
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text/csv |
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complex-cascades_3136_world.csv |
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World data for one of the simulation runs of the top scoring complex cascade parameterization |
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text/csv |
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complex-cascades_364_world.csv |
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World data for one of the simulation runs of the top scoring complex cascade parameterization |
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text/csv |
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complex-cascades_4010_world.csv |
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World data for one of the simulation runs of the top scoring complex cascade parameterization |
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text/csv |
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complex-cascades_422_world.csv |
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World data for one of the simulation runs of the top scoring complex cascade parameterization |
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text/csv |
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complex-cascades_4418_world.csv |
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World data for one of the simulation runs of the top scoring complex cascade parameterization |
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text/csv |
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complex-cascades_460_world.csv |
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World data for one of the simulation runs of the top scoring complex cascade parameterization |
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text/csv |
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complex-cascades_4659_world.csv |
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World data for one of the simulation runs of the top scoring complex cascade parameterization |
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text/csv |
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complex-cascades_4778_world.csv |
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World data for one of the simulation runs of the top scoring complex cascade parameterization |
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text/csv |
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complex-cascades_5012_world.csv |
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World data for one of the simulation runs of the top scoring complex cascade parameterization |
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text/csv |
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complex-cascades_5103_world.csv |
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World data for one of the simulation runs of the top scoring complex cascade parameterization |
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text/csv |
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complex-cascades_5136_world.csv |
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World data for one of the simulation runs of the top scoring complex cascade parameterization |
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text/csv |
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complex-cascades_5464_world.csv |
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World data for one of the simulation runs of the top scoring complex cascade parameterization |
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text/csv |
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complex-cascades_5_world.csv |
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World data for one of the simulation runs of the top scoring complex cascade parameterization |
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text/csv |
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complex-cascades_655_world.csv |
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World data for one of the simulation runs of the top scoring complex cascade parameterization |
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text/csv |
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complex-cascades_8055_world.csv |
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World data for one of the simulation runs of the top scoring complex cascade parameterization |
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text/csv |
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complex-cascades_8082_world.csv |
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World data for one of the simulation runs of the top scoring complex cascade parameterization |
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text/csv |
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complex-cascades_9093_world.csv |
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World data for one of the simulation runs of the top scoring complex cascade parameterization |
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text/csv |
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complex-cascades_9297_world.csv |
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World data for one of the simulation runs of the top scoring complex cascade parameterization |
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text/csv |
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complex-cascades_9698_world.csv |
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World data for one of the simulation runs of the top scoring complex cascade parameterization |
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text/csv |
Label: |
complex-cascades_9861_world.csv |
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World data for one of the simulation runs of the top scoring complex cascade parameterization |
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text/csv |
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complex-cascades_9910_world.csv |
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World data for one of the simulation runs of the top scoring complex cascade parameterization |
Notes: |
text/csv |
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simple-ba-group-homophily.csv |
Text: |
All simulation run results for the simple cascade method on the group homophilic Barabasi-Albert random graph. |
Notes: |
text/csv |
Label: |
simple-ba.csv |
Text: |
All simulation run results for the simple cascade method on the Barabasi-Albert random graph. |
Notes: |
text/csv |
Label: |
simple-cascades_1096_world.csv |
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World data for one of the simulation runs of the top scoring simple cascade parameterization |
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text/csv |
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simple-cascades_1501_world.csv |
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World data for one of the simulation runs of the top scoring simple cascade parameterization |
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text/csv |
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simple-cascades_1995_world.csv |
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World data for one of the simulation runs of the top scoring simple cascade parameterization |
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text/csv |
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simple-cascades_2279_world.csv |
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World data for one of the simulation runs of the top scoring simple cascade parameterization |
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text/csv |
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simple-cascades_2371_world.csv |
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World data for one of the simulation runs of the top scoring simple cascade parameterization |
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text/csv |
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simple-cascades_2670_world.csv |
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World data for one of the simulation runs of the top scoring simple cascade parameterization |
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text/csv |
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simple-cascades_3089_world.csv |
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World data for one of the simulation runs of the top scoring simple cascade parameterization |
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text/csv |
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simple-cascades_3171_world.csv |
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World data for one of the simulation runs of the top scoring simple cascade parameterization |
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text/csv |
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simple-cascades_3486_world.csv |
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World data for one of the simulation runs of the top scoring simple cascade parameterization |
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text/csv |
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simple-cascades_3570_world.csv |
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World data for one of the simulation runs of the top scoring simple cascade parameterization |
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text/csv |
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simple-cascades_3578_world.csv |
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World data for one of the simulation runs of the top scoring simple cascade parameterization |
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text/csv |
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simple-cascades_3839_world.csv |
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World data for one of the simulation runs of the top scoring simple cascade parameterization |
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text/csv |
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simple-cascades_3892_world.csv |
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World data for one of the simulation runs of the top scoring simple cascade parameterization |
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text/csv |
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simple-cascades_4295_world.csv |
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World data for one of the simulation runs of the top scoring simple cascade parameterization |
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text/csv |
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simple-cascades_4709_world.csv |
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World data for one of the simulation runs of the top scoring simple cascade parameterization |
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text/csv |
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simple-cascades_4756_world.csv |
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World data for one of the simulation runs of the top scoring simple cascade parameterization |
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text/csv |
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simple-cascades_5203_world.csv |
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World data for one of the simulation runs of the top scoring simple cascade parameterization |
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text/csv |
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simple-cascades_5361_world.csv |
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World data for one of the simulation runs of the top scoring simple cascade parameterization |
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text/csv |
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simple-cascades_6009_world.csv |
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World data for one of the simulation runs of the top scoring simple cascade parameterization |
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text/csv |
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simple-cascades_6361_world.csv |
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World data for one of the simulation runs of the top scoring simple cascade parameterization |
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text/csv |
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simple-cascades_6517_world.csv |
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World data for one of the simulation runs of the top scoring simple cascade parameterization |
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text/csv |
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simple-cascades_6657_world.csv |
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World data for one of the simulation runs of the top scoring simple cascade parameterization |
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text/csv |
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simple-cascades_6923_world.csv |
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World data for one of the simulation runs of the top scoring simple cascade parameterization |
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text/csv |
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simple-cascades_7249_world.csv |
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World data for one of the simulation runs of the top scoring simple cascade parameterization |
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text/csv |
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simple-cascades_7444_world.csv |
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World data for one of the simulation runs of the top scoring simple cascade parameterization |
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text/csv |
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simple-cascades_764_world.csv |
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World data for one of the simulation runs of the top scoring simple cascade parameterization |
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text/csv |
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simple-cascades_9312_world.csv |
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World data for one of the simulation runs of the top scoring simple cascade parameterization |
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text/csv |
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simple-cascades_9469_world.csv |
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World data for one of the simulation runs of the top scoring simple cascade parameterization |
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text/csv |
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simple-cascades_9821_world.csv |
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World data for one of the simulation runs of the top scoring simple cascade parameterization |
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text/csv |
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simple-cascades_9838_world.csv |
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World data for one of the simulation runs of the top scoring simple cascade parameterization |
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text/csv |