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Handle all data scenarios - #28

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AlexCatarino merged 4 commits into
QuantConnect:masterfrom
ashutoshrana171:Handle-NULL-values
Dec 30, 2025
Merged

Handle all data scenarios#28
AlexCatarino merged 4 commits into
QuantConnect:masterfrom
ashutoshrana171:Handle-NULL-values

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@ashutoshrana171

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Handle irregular data scenarios for the brain dataset along with test scenarios

Description

Brain Language Metrics on Earnings Calls data:

  • File 1: metrics_earnings_calls_$date.csv
    -- The file contains the language metrics calculated on the earnings call transcripts for a specific date.
  • File 2: differences_earnings_call_$date.csv
    -- The file contains the similarity measures and differences of the language metrics between the two last earnings call transcripts (last quarter Q and previous quarter Q-1) available for each stock on the specific export $date.

Related Issue

Motivation and Context

Handle irregular data scenarios for the brain dataset along with test scenarios

Requires Documentation Change

Yes

How Has This Been Tested?

Types of changes

  • Bug fix (non-breaking change which fixes an issue)
  • Refactor (non-breaking change which improves implementation)
  • Performance (non-breaking change which improves performance. Please add associated performance test and results)
  • New feature (non-breaking change which adds functionality)
  • Breaking change (fix or feature that would cause existing functionality to change)
  • Non-functional change (xml comments/documentation/etc)

Checklist:

  • My code follows the code style of this project.
  • I have read the CONTRIBUTING document.
  • I have added tests to cover my changes.
  • All new and existing tests passed.
  • My branch follows the naming convention bug-<issue#>-<description> or feature-<issue#>-<description>

@AlexCatarino
AlexCatarino merged commit 06314e3 into QuantConnect:master Dec 30, 2025
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2 participants