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