Published on 01 January 2020 |

Version 1.1

Replication Data for: Learning to See: Convolutional Neural Networks for the Analysis of Social Science Data

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Cantú, Francisco;Torres, Michelle

Description

We provide an introduction of the functioning, implementation, and challenges of Convolutional Neural Networks (CNNs) to classify visual information in social sciences. The capsule includes all necessary data, code, and specifications to successfully run several CNNs, output results mentioned in the text, and create plots and figures used to illustrate the application of these tools in both the main text and appendix.

Citations (1)

Mentions (0)

Metrics

Dataset Index

0.7

FAIR Score

13%

Citations

1

Mentions

0

Metrics Over Time

Publication Details

DOI

Publisher

Harvard Dataverse

Assigned Domain

Subfield

General Social Sciences

Field

Social Sciences

Domain

Social Sciences

Confidence Score

84%

Source

Open Alex

Keywords

Social Sciences

Normalization Factors

FT

15.38

CTw

1.00

MTw

1.00