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 (doi:10.7910/DVN/4NGNPF)

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Part 2: Study Description
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Document Description

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

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

Study Description

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

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

Sources Statement

Data Access

Other Study Description Materials

Other Study-Related 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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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.

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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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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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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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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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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

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text/csv

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simple-ba-group-homophily.csv

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All simulation run results for the simple cascade method on the group homophilic Barabasi-Albert random graph.

Notes:

text/csv

Other Study-Related Materials

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simple-ba.csv

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All simulation run results for the simple cascade method on the Barabasi-Albert random graph.

Notes:

text/csv

Other Study-Related Materials

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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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