Benchmark the tabular-data packages in Julia, Python and R.
- Aims
- Help the users to select proper package for data processing;
- Help the package developers to evaluate the performance of the packages.
- In memeory processing
| DataFrames.jl | Pandas | data.frame | |
|---|---|---|---|
| Julia | X | ||
| Python | X | ||
| R | X |
- Distributing processing
| JuliaDB.jl | Dask | ||
|---|---|---|---|
| Julia | X | ||
| Python | X | ||
| R |
- Benchmarks
- Read and write
- Query
- Modification
- Statistics