zoomerjoin

Superlatively Fast Fuzzy Joins

CRAN Package

Empowers users to fuzzily-merge data frames with millions or tens of millions of rows in minutes with low memory usage. The package uses the locality sensitive hashing algorithms developed by Datar, Immorlica, Indyk and Mirrokni (2004) <doi:10.1145/997817.997857>, and Broder (1998) <doi:10.1109/SEQUEN.1997.666900> to avoid having to compare every pair of records in each dataset, resulting in fuzzy-merges that finish in linear time.

  • Version0.2.0
  • R version≥ 2.10
  • LicenseGPL (≥ 3)
  • Needs compilation?Yes
  • Last release09/24/2024

Documentation


Team


Insights

Last 30 days

This package has been downloaded 182 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 4 times.

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

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 2,696 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 Sep 26, 2024 with 50 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

  • Imports4 packages
  • Suggests13 packages