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Docs: Improvements to Process Raw Data Tutorial Code Snippets #8

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Docs: Improvements to Process Raw Data Tutorial Code Snippets #8

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6 changes: 3 additions & 3 deletions docs/source/tutorials/processing_raw_data.rst
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Original file line number Diff line number Diff line change
Expand Up @@ -27,7 +27,7 @@ Use the `TradesData` class to preprocess the raw data:
import pandas as pd
from finmlkit.bar.data_model import TradesData

df = pd.read_csv("BTCUSDT-trades-2025-07.csv")
df = pd.read_csv("BTCUSDT-trades-2025-07.csv", encoding="latin1")
trades = TradesData(
df.time.values, df.price.values, df.qty.values,
id=df.id.values, is_buyer_maker=df.is_buyer_maker.values,
Expand All @@ -45,8 +45,8 @@ Inspect the processed data:

.. code-block:: python

print(trades.discontinuities) # Check for discontinuities
print(trades.data.head()) # View the processed data
print(trades.data()) # View the processed data
print(trades.discontinuities) # Check for discontinuities; [] means discontinuities were removed by setting preprocess=True when initializing TradesData.

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