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We have created a test data set for assessing the speed and efficiency of processing unstructured data. We have based the data set partly on demo data, which is intended to demonstrate the quality of our classification and synthetic data, providing a realistic sample for testing speed and efficiency. The test data set has been sampled from the following sources:
- Most textual/tabular data has been generated synthetically with the Faker Python library
- Images and some .pdf have been sourced from Huggingface as well as crawled from public domain news sites.
- All id cards or any other documents with personal data are from public samples and do not contain any real natural persons. The Data & More team has verified this.
The test data consists of 71 GB of unique data. The repository also includes a shell / python script that can copy the data set to produce larger amounts of data with unique file names. By default it is setup to make 29 copies, but this can easily be modified.
Data characteristics: We have based the data sample on statistical analysis of the file shares and Sharepoint sites scanned with our existing customers and the distribution of data by file types approximately matches the average of our existing customer base.
| Metric | # |
| Total size | 73GB |
| Number of files | 90.057 |
| Number of directories | 3.555 |
| Max folder depth | 7 |
| Average file size | 869.48 KB |
The following table shows the detailed breakdown by file extension.
| Extension | Count | Total Size | Average Size | Size Range |
|---|---|---|---|---|
| 1,513,973 files | 1.14 TB | 805.44 KB | 1.75 KB - 25.05 MB | |
| .txt | 411,148 files | 191.90 GB | 489.43 KB | 72.00 B - 4.82 MB |
| .jpg | 393,397 files | 35.56 GB | 94.79 KB | 43.00 B - 2.97 MB |
| .xlsx | 246,000 files | 23.84 GB | 101.62 KB | 5.06 KB - 222.68 KB |
| .csv | 185,730 files | 26.06 GB | 147.12 KB | 25.36 KB - 2.71 MB |
| .docx | 184,542 files | 48.59 GB | 276.06 KB | 17.26 KB - 2.52 MB |
| .dat | 141,573 files | 408.11 GB | 2.95 MB | 19.00 B - 9.54 MB |
| .bin | 141,040 files | 411.01 GB | 2.98 MB | 19.00 B - 9.53 MB |
| .raw | 140,466 files | 379.26 GB | 2.76 MB | 19.00 B - 9.53 MB |
| .png | 84,337 files | 137.42 GB | 1.67 MB | 3.65 KB - 21.85 MB |
| .no_extension | 65,682 files | 127.68 GB | 1.99 MB | 21.00 B - 21.85 MB |
| .html | 41,000 files | 19.65 GB | 502.64 KB | 98.78 KB - 898.09 KB |
| .json | 41,000 files | 44.52 GB | 1.11 MB | 223.74 KB - 1.97 MB |
| .odt | 41,000 files | 8.26 GB | 211.31 KB | 42.68 KB - 386.03 KB |
| .jpeg | 7,216 files | 1.27 GB | 185.18 KB | 5.45 KB - 4.90 MB |
| .webp | 5,863 files | 615.85 MB | 107.56 KB | 4.78 KB - 527.30 KB |
| .eml | 4,715 files | 194.40 MB | 42.22 KB | 908.00 B - 1.17 MB |
| .dll | 1,807 files | 1.53 GB | 889.55 KB | 4.50 KB - 16.51 MB |
| .sample | 1,148 files | 2.02 MB | 1.80 KB | 189.00 B - 4.78 KB |
| .jfif | 533 files | 28.27 MB | 54.31 KB | 6.68 KB - 368.32 KB |
| .gif | 410 files | 26.55 MB | 66.31 KB | 6.86 KB - 226.22 KB |
| .doc | 328 files | 16.26 MB | 50.77 KB | 15.69 KB - 86.00 KB |
| .avif | 287 files | 8.13 MB | 29.02 KB | 15.37 KB - 47.43 KB |
| .tif | 205 files | 723.70 MB | 3.53 MB | 3.46 MB - 3.62 MB |
| .svg | 164 files | 22.75 MB | 142.05 KB | 14.89 KB - 442.22 KB |
| .log | 123 files | 115.23 KB | 959.33 B | 524.00 B - 1.20 KB |
| .rev | 82 files | 1.83 MB | 22.79 KB | 6.43 KB - 39.16 KB |
| .pack | 82 files | 761.42 MB | 9.29 MB | 338.50 KB - 18.24 MB |
| .idx | 82 files | 12.83 MB | 160.24 KB | 45.67 KB - 274.81 KB |
| .dot | 41 files | 1.28 MB | 32.00 KB | 32.00 KB - 32.00 KB |
| .rtf | 41 files | 1.53 MB | 38.19 KB | 38.19 KB - 38.19 KB |
| .crdownload | 41 files | 4.91 MB | 122.71 KB | 122.71 KB - 122.71 KB |
| .jpg_large | 41 files | 13.46 MB | 336.08 KB | 336.08 KB - 336.08 KB |
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