LSX

Semi-Supervised Algorithm for Document Scaling

CRAN Package

A word embeddings-based semi-supervised model for document scaling Watanabe (2020) doi:10.1080/19312458.2020.1832976. LSS allows users to analyze large and complex corpora on arbitrary dimensions with seed words exploiting efficiency of word embeddings (SVD, Glove). It can generate word vectors on a users-provided corpus or incorporate a pre-trained word vectors.


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Insights

Last 30 days

This package has been downloaded 519 times in the last 30 days. Not bad! The download count is somewhere between 'small-town buzz' and 'moderate academic conference'. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 4 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 9, 2025
0 downloadsMar 10, 2025
0 downloadsMar 11, 2025
0 downloadsMar 12, 2025
0 downloadsMar 13, 2025
0 downloadsMar 14, 2025
46 downloadsMar 15, 2025
7 downloadsMar 16, 2025
3 downloadsMar 17, 2025
14 downloadsMar 18, 2025
4 downloadsMar 19, 2025
11 downloadsMar 20, 2025
15 downloadsMar 21, 2025
13 downloadsMar 22, 2025
9 downloadsMar 23, 2025
16 downloadsMar 24, 2025
21 downloadsMar 25, 2025
17 downloadsMar 26, 2025
8 downloadsMar 27, 2025
53 downloadsMar 28, 2025
6 downloadsMar 29, 2025
12 downloadsMar 30, 2025
13 downloadsMar 31, 2025
26 downloadsApr 1, 2025
20 downloadsApr 2, 2025
41 downloadsApr 3, 2025
17 downloadsApr 4, 2025
10 downloadsApr 5, 2025
5 downloadsApr 6, 2025
16 downloadsApr 7, 2025
7 downloadsApr 8, 2025
21 downloadsApr 9, 2025
5 downloadsApr 10, 2025
11 downloadsApr 11, 2025
68 downloadsApr 12, 2025
4 downloadsApr 13, 2025
0 downloadsApr 14, 2025
0 downloadsApr 15, 2025
0 downloadsApr 16, 2025
0 downloadsApr 17, 2025
0 downloadsApr 18, 2025
0 downloadsApr 19, 2025
3
68

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 6,248 times in the last 365 days. A solid achievement! Enough downloads to get noticed at department meetings. The day with the most downloads was Sep 11, 2024 with 74 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

  • Imports11 packages
  • Suggests7 packages