TSV
Atab-separated values (TSV) file is a simple, text-based file format for storing tabular data.[3] Records are separated by newlines, and values within a record are separated by tab characters.
UnstructuredTSVLoader
You can also load the table using theUnstructuredTSVLoader. One advantage of usingUnstructuredTSVLoader is that if you use it in"elements" mode, an HTML representation of the table will be available in the metadata.
from langchain_community.document_loaders.tsvimport UnstructuredTSVLoader
loader= UnstructuredTSVLoader(
file_path="./example_data/mlb_teams_2012.csv", mode="elements"
)
docs= loader.load()
print(docs[0].metadata["text_as_html"])
API Reference:UnstructuredTSVLoader
<table border="1" class="dataframe">
<tbody>
<tr>
<td>Team, "Payroll (millions)", "Wins"</td>
</tr>
<tr>
<td>Nationals, 81.34, 98</td>
</tr>
<tr>
<td>Reds, 82.20, 97</td>
</tr>
<tr>
<td>Yankees, 197.96, 95</td>
</tr>
<tr>
<td>Giants, 117.62, 94</td>
</tr>
<tr>
<td>Braves, 83.31, 94</td>
</tr>
<tr>
<td>Athletics, 55.37, 94</td>
</tr>
<tr>
<td>Rangers, 120.51, 93</td>
</tr>
<tr>
<td>Orioles, 81.43, 93</td>
</tr>
<tr>
<td>Rays, 64.17, 90</td>
</tr>
<tr>
<td>Angels, 154.49, 89</td>
</tr>
<tr>
<td>Tigers, 132.30, 88</td>
</tr>
<tr>
<td>Cardinals, 110.30, 88</td>
</tr>
<tr>
<td>Dodgers, 95.14, 86</td>
</tr>
<tr>
<td>White Sox, 96.92, 85</td>
</tr>
<tr>
<td>Brewers, 97.65, 83</td>
</tr>
<tr>
<td>Phillies, 174.54, 81</td>
</tr>
<tr>
<td>Diamondbacks, 74.28, 81</td>
</tr>
<tr>
<td>Pirates, 63.43, 79</td>
</tr>
<tr>
<td>Padres, 55.24, 76</td>
</tr>
<tr>
<td>Mariners, 81.97, 75</td>
</tr>
<tr>
<td>Mets, 93.35, 74</td>
</tr>
<tr>
<td>Blue Jays, 75.48, 73</td>
</tr>
<tr>
<td>Royals, 60.91, 72</td>
</tr>
<tr>
<td>Marlins, 118.07, 69</td>
</tr>
<tr>
<td>Red Sox, 173.18, 69</td>
</tr>
<tr>
<td>Indians, 78.43, 68</td>
</tr>
<tr>
<td>Twins, 94.08, 66</td>
</tr>
<tr>
<td>Rockies, 78.06, 64</td>
</tr>
<tr>
<td>Cubs, 88.19, 61</td>
</tr>
<tr>
<td>Astros, 60.65, 55</td>
</tr>
</tbody>
</table>
Related
- Document loaderconceptual guide
- Document loaderhow-to guides