keyATM

Keyword Assisted Topic Models

CRAN Package

Fits keyword assisted topic models (keyATM) using collapsed Gibbs samplers. The keyATM combines the latent dirichlet allocation (LDA) models with a small number of keywords selected by researchers in order to improve the interpretability and topic classification of the LDA. The keyATM can also incorporate covariates and directly model time trends. The keyATM is proposed in Eshima, Imai, and Sasaki (2024) doi:10.1111/ajps.12779.


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Insights

Last 30 days

This package has been downloaded 546 times in the last 30 days. More downloads than an obscure whitepaper, but not enough to bring down any servers. A solid effort! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 8 times.

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0 downloadsFeb 9, 2025
0 downloadsFeb 10, 2025
0 downloadsFeb 11, 2025
0 downloadsFeb 12, 2025
23 downloadsFeb 13, 2025
15 downloadsFeb 14, 2025
16 downloadsFeb 15, 2025
3 downloadsFeb 16, 2025
17 downloadsFeb 17, 2025
11 downloadsFeb 18, 2025
27 downloadsFeb 19, 2025
60 downloadsFeb 20, 2025
14 downloadsFeb 21, 2025
18 downloadsFeb 22, 2025
16 downloadsFeb 23, 2025
12 downloadsFeb 24, 2025
40 downloadsFeb 25, 2025
12 downloadsFeb 26, 2025
29 downloadsFeb 27, 2025
13 downloadsFeb 28, 2025
7 downloadsMar 1, 2025
8 downloadsMar 2, 2025
19 downloadsMar 3, 2025
19 downloadsMar 4, 2025
34 downloadsMar 5, 2025
8 downloadsMar 6, 2025
26 downloadsMar 7, 2025
4 downloadsMar 8, 2025
18 downloadsMar 9, 2025
11 downloadsMar 10, 2025
19 downloadsMar 11, 2025
21 downloadsMar 12, 2025
18 downloadsMar 13, 2025
8 downloadsMar 14, 2025
0 downloadsMar 15, 2025
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60

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Last 365 days

This package has been downloaded 6,356 times in the last 365 days. A solid achievement! Enough downloads to get noticed at department meetings. The day with the most downloads was Apr 25, 2024 with 61 downloads.

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Data provided by CRAN


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Dependencies

  • Imports20 packages
  • Suggests2 packages
  • Linking To3 packages
  • Reverse Suggests3 packages