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Add Deprecation Note in README.md

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DEPRECATED: Preliminary dataset frozen — migrate to TroveLedger

This dataset has officially left its preliminary status and will no longer receive updates.

All accumulated data has been transferred to the new dataset:
Traders-Lab/TroveLedger

TroveLedger continues the same directory structure and data format,
so no changes to existing code are required.

All future updates and newly added indices will happen exclusively there.

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  1. README.md +16 -2
README.md CHANGED
@@ -5,9 +5,23 @@ license_link: LICENSE
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  tags:
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  - finance
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  ---
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- # Preliminary Financial Time Series Dataset (Version 2)
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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- ⚠️ Warning: This is a second preliminary dataset for development, testing, and feedback purposes. A stable, production-ready dataset will be released later. This time, all data in here will be available in future "stable" datasets (I guesss.. )
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  ## Overview
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  tags:
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  - finance
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  ---
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+ > ## ⚠️ Deprecation Notice
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+ >
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+ > This dataset has officially left its **preliminary** phase and is now **deprecated**.
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+ > It will no longer receive updates or new data.
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+ >
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+ > All accumulated historical data has been transferred to the new dataset:
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+ >
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+ > ➡️ **[Traders-Lab / TroveLedger](/datasets/Traders-Lab/TroveLedger)**
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+ >
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+ > TroveLedger continues the same directory structure and data format,
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+ >so no changes to existing code are required.
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+ >
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+ > All future updates, newly added indices, and ongoing data accumulation
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+ > will happen **exclusively** in TroveLedger.
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+ >
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+ > This dataset remains available temporarily for archival and transition purposes.
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  ## Overview
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