File size: 4,051 Bytes
e0e662e
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
{
  "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
      }
    }
  }
}