Update README with dataset statistics
#1
by
dhakar
- opened
README.md
CHANGED
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@@ -76,3 +76,102 @@ The total audio length of each department in hours:
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## Total Audio Length
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The combined audio length across all departments is **1,576.76 hours**.
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| 76 |
## Total Audio Length
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The combined audio length across all departments is **1,576.76 hours**.
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---
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# Dataset Statistics
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## Configuration: `default`
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### Split: `train`
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**Total Rows**: 1,362,015
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#### `dept`
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- **Type**: categorical
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- **Data Type**: `object`
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- **Unique Values**: 8
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**Value Distribution:**
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| Value | Count | Percentage |
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|-------|-------|------------|
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| `STT_TT` | 446,495 | 32.78% |
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| `STT_NS` | 236,407 | 17.36% |
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| `STT_AB` | 170,922 | 12.55% |
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| `STT_CS` | 146,811 | 10.78% |
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| `STT_MV` | 110,080 | 8.08% |
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| `STT_NW` | 94,703 | 6.95% |
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| `STT_HS` | 84,797 | 6.23% |
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| `STT_PC` | 71,800 | 5.27% |
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#### `grade`
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- **Type**: numerical
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- **Data Type**: `int64`
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- **Sum**: 3,963,451.00
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- **Average**: 2.91
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#### `char_len`
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- **Type**: numerical
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- **Data Type**: `int64`
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- **Sum**: 100,478,335.00
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- **Average**: 73.77
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#### `audio_len`
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- **Type**: numerical
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- **Data Type**: `float64`
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- **Sum**: 5,565,673.28
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- **Average**: 4.09
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---
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### Split: `validation`
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**Total Rows**: 20,742
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#### `dept`
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- **Type**: categorical
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- **Data Type**: `object`
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- **Unique Values**: 8
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**Value Distribution:**
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| Value | Count | Percentage |
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|-------|-------|------------|
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| `STT_TT` | 6,800 | 32.78% |
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| `STT_NS` | 3,600 | 17.36% |
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| `STT_AB` | 2,603 | 12.55% |
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| `STT_CS` | 2,236 | 10.78% |
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| `STT_MV` | 1,676 | 8.08% |
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| `STT_NW` | 1,442 | 6.95% |
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| `STT_HS` | 1,291 | 6.22% |
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| `STT_PC` | 1,094 | 5.27% |
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#### `grade`
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- **Type**: numerical
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- **Data Type**: `int64`
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- **Sum**: 60,359.00
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- **Average**: 2.91
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#### `char_len`
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- **Type**: numerical
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- **Data Type**: `int64`
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- **Sum**: 1,528,005.00
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- **Average**: 73.67
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#### `audio_len`
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- **Type**: numerical
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- **Data Type**: `float64`
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- **Sum**: 84,598.37
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- **Average**: 4.08
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---
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