# TabularBench

**Repository Path**: liyezn/TabularBench

## Basic Information

- **Project Name**: TabularBench
- **Description**: Benchmark the tabular-data packages in Julia, Python and R.
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2021-04-17
- **Last Updated**: 2021-04-17

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# TabularBench
Benchmark the tabular-data packages in Julia, Python and R.

1. **Aims** 

* Help the users to select proper package for data processing;
* Help the package developers to evaluate the performance of the packages.
      
2. **In memeory processing**

|              | DataFrames.jl | Pandas | data.frame | 
| :---------   | :------:      | :----: | :--------: | 
| Julia        |       X       |        |            | 
| Python       |               | X      |            | 
| R            |               |        |     X      | 

3. **Distributing processing**

|              | JuliaDB.jl    | Dask   |            | 
| :---------   | :------:      | :----: | :--------: | 
| Julia        |       X       |        |            | 
| Python       |               |    X   |            | 
| R            |               |        |            | 

4. **Benchmarks** 

* Read and write
* Query
* Modification 
* Statistics