clickb

Web Data Analysis by Bayesian Mixture of Markov Models

CRAN Package

Designed for web usage data analysis, it implements tools to process web sequences and identify web browsing profiles through sequential classification. Sequences' clusters are identified by using a model-based approach, specifically mixture of discrete time first-order Markov models for categorical web sequences. A Bayesian approach is used to estimate model parameters and identify sequences classification as proposed by Fruehwirth-Schnatter and Pamminger (2010) doi:10.1214/10-BA606.


Team


Insights

Last 30 days

This package has been downloaded 241 times in the last 30 days. Enough downloads to make a small wave in the niche community. The curiosity is spreading! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 7 times.

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

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 2,652 times in the last 365 days. Now we’re talking! This work is officially 'heard of in academic circles', just like those wild research papers on synthetic bananas. The day with the most downloads was Aug 22, 2024 with 30 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

  • Imports3 packages
  • Suggests1 package