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processing_manifest.json
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{
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"dataset_name": "Motley Fool Earnings Call Mono (private)",
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"source": {
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"kaggle_ref": "tpotterer/motley-fool-scraped-earnings-call-transcripts",
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"source_note": "Scraped transcripts from Motley Fool as provided by Kaggle dataset owner."
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},
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"final_artifact": {
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"path": "earnings_call_mono_dedup_normalized_deboilerplate_no_operator_min20w.jsonl",
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"rows": 135306,
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"columns": [
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"id",
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"text",
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"ticker",
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"exchange",
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"date",
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"section"
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]
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},
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"pipeline_reports": {
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"dedup_report": {
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"input_rows": 150040,
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"exact_dedup_rows": 142342,
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| 23 |
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"exact_removed_rows": 7698,
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| 24 |
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"exact_removed_ratio": 0.05130631831511597,
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"normalized_dedup_rows": 142069,
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| 26 |
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"normalized_removed_rows": 7971,
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"normalized_removed_ratio": 0.053125833111170355,
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"outputs": {
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"exact": "/Users/inertia/Desktop/cap/006/outputs/earnings_call_mono_dedup_exact.jsonl",
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"normalized": "/Users/inertia/Desktop/cap/006/outputs/earnings_call_mono_dedup_normalized.jsonl"
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}
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},
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"deboilerplate_report": {
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"input_rows": 142069,
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"output_rows": 139162,
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"removed_rows": 2907,
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"removed_ratio": 0.020461888237405766,
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"removed_by_rule": {
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"pattern:\\boperator instructions\\b": 1079,
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"pattern:\\bthere are no further questions\\b": 682,
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"pattern:\\bour next question comes from\\b": 596,
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"operator_control:\\bnext question\\b": 198,
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"operator_control:\\bplease go ahead\\b": 132,
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"pattern:\\ball earnings call transcripts\\b": 90,
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"pattern:\\bmore [a-z0-9 .&'-]+ analysis\\b": 41,
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"pattern:\\bi would now like to turn the call over to\\b": 30,
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"pattern:\\bthis call is being recorded\\b": 23,
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"operator_control:\\bline of\\b": 12,
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"pattern:\\bat this time,\\s+all participants are in a listen-only mode\\b": 11,
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"pattern:\\bcall participants\\b": 9,
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"operator_control:\\bline is now open\\b": 4
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},
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"removed_by_section": {
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"qa": 2579,
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"prepared": 328
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},
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"kept_by_section": {
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"prepared": 68521,
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"qa": 70641
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},
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"input": "/Users/inertia/Desktop/cap/006/outputs/earnings_call_mono_dedup_normalized.jsonl",
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"output": "/Users/inertia/Desktop/cap/006/outputs/earnings_call_mono_dedup_normalized_deboilerplate.jsonl"
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},
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"no_operator_report": {
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"input_rows": 139162,
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| 66 |
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"output_rows": 136382,
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"removed_rows": 2780,
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"removed_ratio": 0.019976717782153174,
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"rule": "drop rows where text contains word \"operator\" (case-insensitive)",
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"input": "/Users/inertia/Desktop/cap/006/outputs/earnings_call_mono_dedup_normalized_deboilerplate.jsonl",
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"output": "/Users/inertia/Desktop/cap/006/outputs/earnings_call_mono_dedup_normalized_deboilerplate_no_operator.jsonl"
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},
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"min20_report": {
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"input_rows": 136382,
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"output_rows": 135306,
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| 76 |
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"removed_rows": 1076,
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"removed_ratio": 0.007889604199967738,
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"rule": "drop rows with word_count < 20",
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"input": "/Users/inertia/Desktop/cap/006/outputs/earnings_call_mono_dedup_normalized_deboilerplate_no_operator.jsonl",
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"output": "/Users/inertia/Desktop/cap/006/outputs/earnings_call_mono_dedup_normalized_deboilerplate_no_operator_min20w.jsonl"
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},
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"duplication_report": {
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"rows": 150040,
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"exact_text": {
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"unique": 142342,
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"duplicate_groups": 5479,
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"duplicate_rows": 13177,
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"duplicate_row_ratio": 0.08782324713409757,
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"max_group_count": 32
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},
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"normalized_text": {
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"unique": 142069,
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"duplicate_groups": 5643,
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"duplicate_rows": 13614,
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"duplicate_row_ratio": 0.09073580378565715,
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"max_group_count": 32
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},
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"opening_signature": {
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"unique": 124773,
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"duplicate_groups": 10421,
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"duplicate_rows": 35688,
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| 102 |
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"duplicate_row_ratio": 0.23785657158091175,
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| 103 |
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"max_group_count": 1195
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}
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}
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| 106 |
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}
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}
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