liminal

Multivariate Data Visualization with Tours and Embeddings

CRAN Package

Compose interactive visualisations designed for exploratory high-dimensional data analysis. With 'liminal' you can create linked interactive graphics to diagnose the quality of a dimension reduction technique and explore the global structure of a dataset with a tour. A complete description of the method is discussed in ['Lee' & 'Laa' & 'Cook' (2020) ].


Documentation


Team


Insights

Last 30 days

This package has been downloaded 161 times in the last 30 days. Now we're getting somewhere! Enough downloads to populate a lively group chat. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 13 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsDec 15, 2024
0 downloadsDec 16, 2024
0 downloadsDec 17, 2024
0 downloadsDec 18, 2024
0 downloadsDec 19, 2024
0 downloadsDec 20, 2024
5 downloadsDec 21, 2024
3 downloadsDec 22, 2024
1 downloadsDec 23, 2024
3 downloadsDec 24, 2024
2 downloadsDec 25, 2024
3 downloadsDec 26, 2024
8 downloadsDec 27, 2024
3 downloadsDec 28, 2024
2 downloadsDec 29, 2024
4 downloadsDec 30, 2024
2 downloadsDec 31, 2024
8 downloadsJan 1, 2025
15 downloadsJan 2, 2025
12 downloadsJan 3, 2025
12 downloadsJan 4, 2025
1 downloadsJan 5, 2025
6 downloadsJan 6, 2025
1 downloadsJan 7, 2025
3 downloadsJan 8, 2025
5 downloadsJan 9, 2025
6 downloadsJan 10, 2025
0 downloadsJan 11, 2025
5 downloadsJan 12, 2025
9 downloadsJan 13, 2025
1 downloadsJan 14, 2025
8 downloadsJan 15, 2025
5 downloadsJan 16, 2025
6 downloadsJan 17, 2025
9 downloadsJan 18, 2025
13 downloadsJan 19, 2025
0 downloadsJan 20, 2025
0 downloadsJan 21, 2025
0 downloadsJan 22, 2025
0 downloadsJan 23, 2025
0 downloadsJan 24, 2025
0 downloadsJan 25, 2025
0
15

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 2,238 times in the last 365 days. Consider this 'mid-tier influencer' status—if it were a TikTok, it would get a nod from nieces and nephews. The day with the most downloads was Jan 24, 2024 with 103 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


Binaries


Dependencies

  • Imports8 packages
  • Suggests6 packages
  • Reverse Suggests1 package