{
  "generated_note": "Reproduce with: node analyze.mjs",
  "primary": {
    "dataset": "talan.csv",
    "resumes_analyzed": 2483,
    "avg_words_per_resume": 812,
    "quantification": {
      "pct_resumes_with_ZERO_quantified_achievement": 54.8,
      "pct_resumes_with_at_least_one": 45.2,
      "avg_quantified_figures_per_resume": 1.85
    },
    "filler_language": {
      "pct_resumes_using_responsible_for": 40.9,
      "pct_resumes_using_any_weak_filler": 78.3
    },
    "openers_sentence_level": {
      "sentences_analyzed": 113571,
      "pct_opening_strong_action_verb": 11.6,
      "pct_opening_weak_filler": 3.5
    },
    "quantification_by_category": [
      {
        "category": "BUSINESS-DEVELOPMENT",
        "resumes": 119,
        "pct_with_zero_quantified": 27.7
      },
      {
        "category": "BANKING",
        "resumes": 115,
        "pct_with_zero_quantified": 37.4
      },
      {
        "category": "DIGITAL-MEDIA",
        "resumes": 96,
        "pct_with_zero_quantified": 40.6
      },
      {
        "category": "FINANCE",
        "resumes": 118,
        "pct_with_zero_quantified": 43.2
      },
      {
        "category": "CONSULTANT",
        "resumes": 115,
        "pct_with_zero_quantified": 46.1
      },
      {
        "category": "BPO",
        "resumes": 22,
        "pct_with_zero_quantified": 50
      },
      {
        "category": "PUBLIC-RELATIONS",
        "resumes": 111,
        "pct_with_zero_quantified": 51.4
      },
      {
        "category": "ACCOUNTANT",
        "resumes": 118,
        "pct_with_zero_quantified": 51.7
      },
      {
        "category": "AVIATION",
        "resumes": 117,
        "pct_with_zero_quantified": 52.1
      },
      {
        "category": "AUTOMOBILE",
        "resumes": 36,
        "pct_with_zero_quantified": 52.8
      },
      {
        "category": "CONSTRUCTION",
        "resumes": 112,
        "pct_with_zero_quantified": 53.6
      },
      {
        "category": "CHEF",
        "resumes": 118,
        "pct_with_zero_quantified": 55.1
      },
      {
        "category": "APPAREL",
        "resumes": 97,
        "pct_with_zero_quantified": 55.7
      },
      {
        "category": "FITNESS",
        "resumes": 117,
        "pct_with_zero_quantified": 56.4
      },
      {
        "category": "HEALTHCARE",
        "resumes": 115,
        "pct_with_zero_quantified": 56.5
      },
      {
        "category": "INFORMATION-TECHNOLOGY",
        "resumes": 120,
        "pct_with_zero_quantified": 56.7
      },
      {
        "category": "SALES",
        "resumes": 116,
        "pct_with_zero_quantified": 58.6
      },
      {
        "category": "HR",
        "resumes": 110,
        "pct_with_zero_quantified": 59.1
      },
      {
        "category": "ENGINEERING",
        "resumes": 118,
        "pct_with_zero_quantified": 59.3
      },
      {
        "category": "AGRICULTURE",
        "resumes": 63,
        "pct_with_zero_quantified": 65.1
      },
      {
        "category": "ADVOCATE",
        "resumes": 118,
        "pct_with_zero_quantified": 66.1
      },
      {
        "category": "ARTS",
        "resumes": 103,
        "pct_with_zero_quantified": 67
      },
      {
        "category": "TEACHER",
        "resumes": 102,
        "pct_with_zero_quantified": 75.5
      },
      {
        "category": "DESIGNER",
        "resumes": 107,
        "pct_with_zero_quantified": 81.3
      }
    ]
  },
  "cross_check_it_heavy": {
    "dataset": "updated.csv",
    "resumes_analyzed": 940,
    "avg_words_per_resume": 461,
    "quantification": {
      "pct_resumes_with_ZERO_quantified_achievement": 94.7,
      "pct_resumes_with_at_least_one": 5.3,
      "avg_quantified_figures_per_resume": 0.09
    },
    "filler_language": {
      "pct_resumes_using_responsible_for": 21.6,
      "pct_resumes_using_any_weak_filler": 45.9
    },
    "openers_sentence_level": {
      "sentences_analyzed": 23377,
      "pct_opening_strong_action_verb": 1.1,
      "pct_opening_weak_filler": 1.1
    },
    "quantification_by_category": [
      {
        "category": "Civil Engineer",
        "resumes": 24,
        "pct_with_zero_quantified": 66.7
      },
      {
        "category": "Operations Manager",
        "resumes": 40,
        "pct_with_zero_quantified": 75
      },
      {
        "category": "Data Science",
        "resumes": 40,
        "pct_with_zero_quantified": 80
      },
      {
        "category": "ETL Developer",
        "resumes": 40,
        "pct_with_zero_quantified": 80
      },
      {
        "category": "Hadoop",
        "resumes": 42,
        "pct_with_zero_quantified": 85.7
      },
      {
        "category": "Database",
        "resumes": 33,
        "pct_with_zero_quantified": 90.9
      },
      {
        "category": "Java Developer",
        "resumes": 84,
        "pct_with_zero_quantified": 92.9
      },
      {
        "category": "DevOps Engineer",
        "resumes": 55,
        "pct_with_zero_quantified": 98.2
      },
      {
        "category": "HR",
        "resumes": 24,
        "pct_with_zero_quantified": 100
      },
      {
        "category": "Arts",
        "resumes": 36,
        "pct_with_zero_quantified": 100
      },
      {
        "category": "Web Designing",
        "resumes": 45,
        "pct_with_zero_quantified": 100
      },
      {
        "category": "Mechanical Engineer",
        "resumes": 40,
        "pct_with_zero_quantified": 100
      },
      {
        "category": "Sales",
        "resumes": 40,
        "pct_with_zero_quantified": 100
      },
      {
        "category": "Health and fitness",
        "resumes": 30,
        "pct_with_zero_quantified": 100
      },
      {
        "category": "Business Analyst",
        "resumes": 28,
        "pct_with_zero_quantified": 100
      },
      {
        "category": "SAP Developer",
        "resumes": 24,
        "pct_with_zero_quantified": 100
      },
      {
        "category": "Automation Testing",
        "resumes": 26,
        "pct_with_zero_quantified": 100
      },
      {
        "category": "Electrical Engineering",
        "resumes": 30,
        "pct_with_zero_quantified": 100
      },
      {
        "category": "Python Developer",
        "resumes": 48,
        "pct_with_zero_quantified": 100
      },
      {
        "category": "Network Security Engineer",
        "resumes": 25,
        "pct_with_zero_quantified": 100
      },
      {
        "category": "PMO",
        "resumes": 30,
        "pct_with_zero_quantified": 100
      },
      {
        "category": "DotNet Developer",
        "resumes": 28,
        "pct_with_zero_quantified": 100
      },
      {
        "category": "Blockchain",
        "resumes": 40,
        "pct_with_zero_quantified": 100
      },
      {
        "category": "Testing",
        "resumes": 70,
        "pct_with_zero_quantified": 100
      }
    ]
  }
}