RPointCloud

Visualizing Topological Loops and Voids

CRAN Package

Visualizations to explain the results of a topological data analysis. The goal of topological data analysis is to identify persistent topological structures, such as loops (topological circles) and voids (topological spheres), in data sets. The output of an analysis using the 'TDA' package is a Rips diagram (named after the mathematician Eliyahu Rips). The goal of 'RPointCloud' is to fill in these holes in the data by providing tools to visualize the features that help explain the structures found in the Rips diagram. See McGee and colleagues (2024) doi:10.1101/2024.05.16.593927.


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Insights

Last 30 days

This package has been downloaded 140 times in the last 30 days. More than a random curiosity, but not quite a blockbuster. Still, it's gaining traction! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 1 times.

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3 downloadsFeb 16, 2025
5 downloadsFeb 17, 2025
10 downloadsFeb 18, 2025
3 downloadsFeb 19, 2025
9 downloadsFeb 20, 2025
3 downloadsFeb 21, 2025
1 downloadsFeb 22, 2025
4 downloadsFeb 23, 2025
5 downloadsFeb 24, 2025
10 downloadsFeb 25, 2025
6 downloadsFeb 26, 2025
2 downloadsFeb 27, 2025
4 downloadsFeb 28, 2025
4 downloadsMar 1, 2025
8 downloadsMar 2, 2025
2 downloadsMar 3, 2025
5 downloadsMar 4, 2025
5 downloadsMar 5, 2025
4 downloadsMar 6, 2025
3 downloadsMar 7, 2025
1 downloadsMar 8, 2025
1 downloadsMar 9, 2025
3 downloadsMar 10, 2025
13 downloadsMar 11, 2025
6 downloadsMar 12, 2025
7 downloadsMar 13, 2025
3 downloadsMar 14, 2025
6 downloadsMar 15, 2025
3 downloadsMar 16, 2025
1 downloadsMar 17, 2025
0 downloadsMar 18, 2025
0 downloadsMar 19, 2025
0 downloadsMar 20, 2025
0 downloadsMar 21, 2025
0 downloadsMar 22, 2025
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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 1,742 times in the last 365 days. That's enough downloads to impress a room full of undergrads. A commendable achievement indeed. The day with the most downloads was Aug 21, 2024 with 39 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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  • Imports6 packages
  • Suggests6 packages