{
 "picked_mentions": 365,
 "answers_with_a_pick": 97,
 "answers_without_a_pick": 3,
 "brands_by_picked": [
  [
   "Snowflake",
   46
  ],
  [
   "BigQuery",
   43
  ],
  [
   "Databricks",
   37
  ],
  [
   "Amazon Redshift",
   27
  ],
  [
   "Airbyte",
   26
  ],
  [
   "Fivetran",
   25
  ],
  [
   "ClickHouse",
   19
  ],
  [
   "Microsoft Fabric",
   18
  ],
  [
   "dbt",
   15
  ],
  [
   "DuckDB",
   9
  ],
  [
   "Matillion",
   9
  ],
  [
   "Meltano",
   8
  ],
  [
   "Trino",
   7
  ],
  [
   "AWS Glue",
   7
  ],
  [
   "Hevo Data",
   7
  ],
  [
   "Informatica",
   7
  ],
  [
   "Apache Airflow",
   5
  ],
  [
   "Stitch",
   4
  ],
  [
   "Talend",
   4
  ],
  [
   "Azure Data Factory",
   4
  ],
  [
   "Dagster",
   4
  ],
  [
   "Prefect",
   3
  ],
  [
   "Rivery",
   3
  ],
  [
   "PostgreSQL",
   3
  ],
  [
   "MotherDuck",
   3
  ],
  [
   "Estuary",
   2
  ],
  [
   "Amazon Athena",
   2
  ],
  [
   "Starburst",
   2
  ],
  [
   "Dremio",
   2
  ],
  [
   "MuleSoft",
   2
  ],
  [
   "Oracle Autonomous Data Warehouse",
   1
  ],
  [
   "SAP Datasphere",
   1
  ],
  [
   "Funnel",
   1
  ],
  [
   "StarRocks",
   1
  ],
  [
   "Supermetrics",
   1
  ],
  [
   "Census",
   1
  ],
  [
   "Azure Synapse",
   1
  ],
  [
   "Apache Druid",
   1
  ],
  [
   "Improvado",
   1
  ],
  [
   "Hightouch",
   1
  ],
  [
   "Boomi",
   1
  ],
  [
   "Integrate.io",
   1
  ]
 ],
 "comparison": {
  "n": 30,
  "all_named_picked": 28,
  "one_side_only": 1,
  "no_pick_from_query": 1
 },
 "recommendation_intent_with_pick": 20,
 "recommendation_intent_n": 20,
 "picked_brand_not_in_top10": 303,
 "picked_brand_not_in_top10_pct": 83
}