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@Quantisan
Created October 18, 2012 17:34
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mongo schema analyzer
$ mongo twitter --eval "var collection = 'energy'" variety.js
MongoDB shell version: 2.2.0
connecting to: twitter
Variety: A MongoDB Schema Analyzer
Version 1.2.1, released 29 July 2012
Using limit of 582
Using maxDepth of 99
creating results collection: energyKeys
removing leaf arrays in results collection, and getting percentages
{ "_id" : { "key" : "_id" }, "value" : { "type" : "ObjectId" }, "totalOccurrences" : 582, "percentContaining" : 100 }
{ "_id" : { "key" : "id_str" }, "value" : { "type" : "String" }, "totalOccurrences" : 578, "percentContaining" : 99.3127147766323 }
{ "_id" : { "key" : "favorited" }, "value" : { "type" : "Boolean" }, "totalOccurrences" : 578, "percentContaining" : 99.3127147766323 }
{ "_id" : { "key" : "user" }, "value" : { "type" : "Object" }, "totalOccurrences" : 578, "percentContaining" : 99.3127147766323 }
{ "_id" : { "key" : "user.verified" }, "value" : { "type" : "Boolean" }, "totalOccurrences" : 578, "percentContaining" : 99.3127147766323 }
{ "_id" : { "key" : "place" }, "value" : { "type" : "null" }, "totalOccurrences" : 578, "percentContaining" : 99.3127147766323 }
{ "_id" : { "key" : "contributors" }, "value" : { "type" : "null" }, "totalOccurrences" : 578, "percentContaining" : 99.3127147766323 }
{ "_id" : { "key" : "truncated" }, "value" : { "type" : "Boolean" }, "totalOccurrences" : 578, "percentContaining" : 99.3127147766323 }
{ "_id" : { "key" : "text" }, "value" : { "type" : "String" }, "totalOccurrences" : 578, "percentContaining" : 99.3127147766323 }
{ "_id" : { "key" : "in_reply_to_status_id" }, "value" : { "type" : "null" }, "totalOccurrences" : 578, "percentContaining" : 99.3127147766323 }
{ "_id" : { "key" : "id" }, "value" : { "type" : "Object" }, "totalOccurrences" : 578, "percentContaining" : 99.3127147766323 }
{ "_id" : { "key" : "id.floatApprox" }, "value" : { "type" : "Number" }, "totalOccurrences" : 578, "percentContaining" : 99.3127147766323 }
{ "_id" : { "key" : "source" }, "value" : { "type" : "String" }, "totalOccurrences" : 578, "percentContaining" : 99.3127147766323 }
{ "_id" : { "key" : "retweeted" }, "value" : { "type" : "Boolean" }, "totalOccurrences" : 578, "percentContaining" : 99.3127147766323 }
{ "_id" : { "key" : "coordinates" }, "value" : { "type" : "null" }, "totalOccurrences" : 578, "percentContaining" : 99.3127147766323 }
{ "_id" : { "key" : "entities" }, "value" : { "type" : "Object" }, "totalOccurrences" : 578, "percentContaining" : 99.3127147766323 }
{ "_id" : { "key" : "entities.user_mentions" }, "value" : { "type" : "Array" }, "totalOccurrences" : 578, "percentContaining" : 99.3127147766323 }
{ "_id" : { "key" : "entities.hashtags" }, "value" : { "type" : "Array" }, "totalOccurrences" : 578, "percentContaining" : 99.3127147766323 }
{ "_id" : { "key" : "entities.urls" }, "value" : { "type" : "Array" }, "totalOccurrences" : 578, "percentContaining" : 99.3127147766323 }
{ "_id" : { "key" : "in_reply_to_screen_name" }, "value" : { "type" : "null" }, "totalOccurrences" : 578, "percentContaining" : 99.3127147766323 }
{ "_id" : { "key" : "retweet_count" }, "value" : { "type" : "Number" }, "totalOccurrences" : 578, "percentContaining" : 99.3127147766323 }
{ "_id" : { "key" : "in_reply_to_user_id" }, "value" : { "type" : "null" }, "totalOccurrences" : 578, "percentContaining" : 99.3127147766323 }
{ "_id" : { "key" : "user.id" }, "value" : { "type" : "Number" }, "totalOccurrences" : 578, "percentContaining" : 99.3127147766323 }
{ "_id" : { "key" : "user.name" }, "value" : { "type" : "String" }, "totalOccurrences" : 578, "percentContaining" : 99.3127147766323 }
{ "_id" : { "key" : "user.lang" }, "value" : { "type" : "String" }, "totalOccurrences" : 578, "percentContaining" : 99.3127147766323 }
{ "_id" : { "key" : "user.url" }, "value" : { "type" : "null" }, "totalOccurrences" : 578, "percentContaining" : 99.3127147766323 }
{ "_id" : { "key" : "geo" }, "value" : { "type" : "null" }, "totalOccurrences" : 578, "percentContaining" : 99.3127147766323 }
{ "_id" : { "key" : "user.follow_request_sent" }, "value" : { "type" : "null" }, "totalOccurrences" : 578, "percentContaining" : 99.3127147766323 }
{ "_id" : { "key" : "user.profile_use_background_image" }, "value" : { "type" : "Boolean" }, "totalOccurrences" : 578, "percentContaining" : 99.3127147766323 }
{ "_id" : { "key" : "user.default_profile_image" }, "value" : { "type" : "Boolean" }, "totalOccurrences" : 578, "percentContaining" : 99.3127147766323 }
{ "_id" : { "key" : "user.profile_background_image_url_https" }, "value" : { "type" : "String" }, "totalOccurrences" : 578, "percentContaining" : 99.3127147766323 }
{ "_id" : { "key" : "user.profile_image_url_https" }, "value" : { "type" : "String" }, "totalOccurrences" : 578, "percentContaining" : 99.3127147766323 }
{ "_id" : { "key" : "user.profile_sidebar_fill_color" }, "value" : { "type" : "String" }, "totalOccurrences" : 578, "percentContaining" : 99.3127147766323 }
{ "_id" : { "key" : "user.profile_text_color" }, "value" : { "type" : "String" }, "totalOccurrences" : 578, "percentContaining" : 99.3127147766323 }
{ "_id" : { "key" : "user.followers_count" }, "value" : { "type" : "Number" }, "totalOccurrences" : 578, "percentContaining" : 99.3127147766323 }
{ "_id" : { "key" : "user.profile_sidebar_border_color" }, "value" : { "type" : "String" }, "totalOccurrences" : 578, "percentContaining" : 99.3127147766323 }
{ "_id" : { "key" : "user.location" }, "value" : { "type" : "String" }, "totalOccurrences" : 578, "percentContaining" : 99.3127147766323 }
{ "_id" : { "key" : "user.profile_background_color" }, "value" : { "type" : "String" }, "totalOccurrences" : 578, "percentContaining" : 99.3127147766323 }
{ "_id" : { "key" : "user.listed_count" }, "value" : { "type" : "Number" }, "totalOccurrences" : 578, "percentContaining" : 99.3127147766323 }
{ "_id" : { "key" : "user.utc_offset" }, "value" : { "type" : "Number" }, "totalOccurrences" : 578, "percentContaining" : 99.3127147766323 }
{ "_id" : { "key" : "user.statuses_count" }, "value" : { "type" : "Number" }, "totalOccurrences" : 578, "percentContaining" : 99.3127147766323 }
{ "_id" : { "key" : "user.description" }, "value" : { "type" : "String" }, "totalOccurrences" : 578, "percentContaining" : 99.3127147766323 }
{ "_id" : { "key" : "user.friends_count" }, "value" : { "type" : "Number" }, "totalOccurrences" : 578, "percentContaining" : 99.3127147766323 }
{ "_id" : { "key" : "user.profile_link_color" }, "value" : { "type" : "String" }, "totalOccurrences" : 578, "percentContaining" : 99.3127147766323 }
{ "_id" : { "key" : "user.profile_image_url" }, "value" : { "type" : "String" }, "totalOccurrences" : 578, "percentContaining" : 99.3127147766323 }
{ "_id" : { "key" : "user.following" }, "value" : { "type" : "null" }, "totalOccurrences" : 578, "percentContaining" : 99.3127147766323 }
{ "_id" : { "key" : "user.geo_enabled" }, "value" : { "type" : "Boolean" }, "totalOccurrences" : 578, "percentContaining" : 99.3127147766323 }
{ "_id" : { "key" : "user.id_str" }, "value" : { "type" : "String" }, "totalOccurrences" : 578, "percentContaining" : 99.3127147766323 }
{ "_id" : { "key" : "user.profile_background_image_url" }, "value" : { "type" : "String" }, "totalOccurrences" : 578, "percentContaining" : 99.3127147766323 }
{ "_id" : { "key" : "user.profile_background_tile" }, "value" : { "type" : "Boolean" }, "totalOccurrences" : 578, "percentContaining" : 99.3127147766323 }
{ "_id" : { "key" : "user.favourites_count" }, "value" : { "type" : "Number" }, "totalOccurrences" : 578, "percentContaining" : 99.3127147766323 }
{ "_id" : { "key" : "user.screen_name" }, "value" : { "type" : "String" }, "totalOccurrences" : 578, "percentContaining" : 99.3127147766323 }
{ "_id" : { "key" : "user.notifications" }, "value" : { "type" : "null" }, "totalOccurrences" : 578, "percentContaining" : 99.3127147766323 }
{ "_id" : { "key" : "user.created_at" }, "value" : { "type" : "String" }, "totalOccurrences" : 578, "percentContaining" : 99.3127147766323 }
{ "_id" : { "key" : "user.contributors_enabled" }, "value" : { "type" : "Boolean" }, "totalOccurrences" : 578, "percentContaining" : 99.3127147766323 }
{ "_id" : { "key" : "user.time_zone" }, "value" : { "type" : "String" }, "totalOccurrences" : 578, "percentContaining" : 99.3127147766323 }
{ "_id" : { "key" : "user.protected" }, "value" : { "type" : "Boolean" }, "totalOccurrences" : 578, "percentContaining" : 99.3127147766323 }
{ "_id" : { "key" : "user.default_profile" }, "value" : { "type" : "Boolean" }, "totalOccurrences" : 578, "percentContaining" : 99.3127147766323 }
{ "_id" : { "key" : "user.is_translator" }, "value" : { "type" : "Boolean" }, "totalOccurrences" : 578, "percentContaining" : 99.3127147766323 }
{ "_id" : { "key" : "in_reply_to_user_id_str" }, "value" : { "type" : "null" }, "totalOccurrences" : 578, "percentContaining" : 99.3127147766323 }
{ "_id" : { "key" : "created_at" }, "value" : { "type" : "String" }, "totalOccurrences" : 578, "percentContaining" : 99.3127147766323 }
{ "_id" : { "key" : "in_reply_to_status_id_str" }, "value" : { "type" : "null" }, "totalOccurrences" : 578, "percentContaining" : 99.3127147766323 }
{ "_id" : { "key" : "entities.user_mentions.XX.indices" }, "value" : { "type" : "Array" }, "totalOccurrences" : 353, "percentContaining" : 60.65292096219931 }
{ "_id" : { "key" : "entities.user_mentions.XX.id" }, "value" : { "type" : "Number" }, "totalOccurrences" : 353, "percentContaining" : 60.65292096219931 }
{ "_id" : { "key" : "entities.user_mentions.XX.id_str" }, "value" : { "type" : "String" }, "totalOccurrences" : 353, "percentContaining" : 60.65292096219931 }
{ "_id" : { "key" : "entities.user_mentions.XX.screen_name" }, "value" : { "type" : "String" }, "totalOccurrences" : 353, "percentContaining" : 60.65292096219931 }
{ "_id" : { "key" : "entities.user_mentions.XX.name" }, "value" : { "type" : "String" }, "totalOccurrences" : 353, "percentContaining" : 60.65292096219931 }
{ "_id" : { "key" : "retweeted_status" }, "value" : { "type" : "Object" }, "totalOccurrences" : 229, "percentContaining" : 39.34707903780069 }
{ "_id" : { "key" : "retweeted_status.favorited" }, "value" : { "type" : "Boolean" }, "totalOccurrences" : 229, "percentContaining" : 39.34707903780069 }
{ "_id" : { "key" : "retweeted_status.contributors" }, "value" : { "type" : "null" }, "totalOccurrences" : 229, "percentContaining" : 39.34707903780069 }
{ "_id" : { "key" : "retweeted_status.entities" }, "value" : { "type" : "Object" }, "totalOccurrences" : 229, "percentContaining" : 39.34707903780069 }
{ "_id" : { "key" : "retweeted_status.entities.user_mentions" }, "value" : { "type" : "Array" }, "totalOccurrences" : 229, "percentContaining" : 39.34707903780069 }
{ "_id" : { "key" : "retweeted_status.entities.hashtags" }, "value" : { "type" : "Array" }, "totalOccurrences" : 229, "percentContaining" : 39.34707903780069 }
{ "_id" : { "key" : "retweeted_status.entities.urls" }, "value" : { "type" : "Array" }, "totalOccurrences" : 229, "percentContaining" : 39.34707903780069 }
{ "_id" : { "key" : "retweeted_status.text" }, "value" : { "type" : "String" }, "totalOccurrences" : 229, "percentContaining" : 39.34707903780069 }
{ "_id" : { "key" : "retweeted_status.created_at" }, "value" : { "type" : "String" }, "totalOccurrences" : 229, "percentContaining" : 39.34707903780069 }
{ "_id" : { "key" : "retweeted_status.truncated" }, "value" : { "type" : "Boolean" }, "totalOccurrences" : 229, "percentContaining" : 39.34707903780069 }
{ "_id" : { "key" : "retweeted_status.retweeted" }, "value" : { "type" : "Boolean" }, "totalOccurrences" : 229, "percentContaining" : 39.34707903780069 }
{ "_id" : { "key" : "retweeted_status.in_reply_to_status_id" }, "value" : { "type" : "null" }, "totalOccurrences" : 229, "percentContaining" : 39.34707903780069 }
{ "_id" : { "key" : "retweeted_status.coordinates" }, "value" : { "type" : "null" }, "totalOccurrences" : 229, "percentContaining" : 39.34707903780069 }
{ "_id" : { "key" : "retweeted_status.id" }, "value" : { "type" : "Object" }, "totalOccurrences" : 229, "percentContaining" : 39.34707903780069 }
{ "_id" : { "key" : "retweeted_status.id.floatApprox" }, "value" : { "type" : "Number" }, "totalOccurrences" : 229, "percentContaining" : 39.34707903780069 }
{ "_id" : { "key" : "retweeted_status.source" }, "value" : { "type" : "String" }, "totalOccurrences" : 229, "percentContaining" : 39.34707903780069 }
{ "_id" : { "key" : "retweeted_status.in_reply_to_status_id_str" }, "value" : { "type" : "null" }, "totalOccurrences" : 229, "percentContaining" : 39.34707903780069 }
{ "_id" : { "key" : "retweeted_status.id_str" }, "value" : { "type" : "String" }, "totalOccurrences" : 229, "percentContaining" : 39.34707903780069 }
{ "_id" : { "key" : "retweeted_status.place" }, "value" : { "type" : "null" }, "totalOccurrences" : 229, "percentContaining" : 39.34707903780069 }
{ "_id" : { "key" : "retweeted_status.in_reply_to_user_id" }, "value" : { "type" : "null" }, "totalOccurrences" : 229, "percentContaining" : 39.34707903780069 }
{ "_id" : { "key" : "retweeted_status.in_reply_to_screen_name" }, "value" : { "type" : "null" }, "totalOccurrences" : 229, "percentContaining" : 39.34707903780069 }
{ "_id" : { "key" : "retweeted_status.retweet_count" }, "value" : { "type" : "Number" }, "totalOccurrences" : 229, "percentContaining" : 39.34707903780069 }
{ "_id" : { "key" : "retweeted_status.geo" }, "value" : { "type" : "null" }, "totalOccurrences" : 229, "percentContaining" : 39.34707903780069 }
{ "_id" : { "key" : "retweeted_status.in_reply_to_user_id_str" }, "value" : { "type" : "null" }, "totalOccurrences" : 229, "percentContaining" : 39.34707903780069 }
{ "_id" : { "key" : "retweeted_status.user" }, "value" : { "type" : "Object" }, "totalOccurrences" : 229, "percentContaining" : 39.34707903780069 }
{ "_id" : { "key" : "retweeted_status.user.follow_request_sent" }, "value" : { "type" : "null" }, "totalOccurrences" : 229, "percentContaining" : 39.34707903780069 }
{ "_id" : { "key" : "retweeted_status.user.profile_use_background_image" }, "value" : { "type" : "Boolean" }, "totalOccurrences" : 229, "percentContaining" : 39.34707903780069 }
{ "_id" : { "key" : "retweeted_status.user.default_profile_image" }, "value" : { "type" : "Boolean" }, "totalOccurrences" : 229, "percentContaining" : 39.34707903780069 }
{ "_id" : { "key" : "retweeted_status.user.profile_background_image_url_https" }, "value" : { "type" : "String" }, "totalOccurrences" : 229, "percentContaining" : 39.34707903780069 }
{ "_id" : { "key" : "retweeted_status.user.verified" }, "value" : { "type" : "Boolean" }, "totalOccurrences" : 229, "percentContaining" : 39.34707903780069 }
{ "_id" : { "key" : "retweeted_status.user.profile_image_url_https" }, "value" : { "type" : "String" }, "totalOccurrences" : 229, "percentContaining" : 39.34707903780069 }
{ "_id" : { "key" : "retweeted_status.user.profile_sidebar_fill_color" }, "value" : { "type" : "String" }, "totalOccurrences" : 229, "percentContaining" : 39.34707903780069 }
{ "_id" : { "key" : "retweeted_status.user.id" }, "value" : { "type" : "Number" }, "totalOccurrences" : 229, "percentContaining" : 39.34707903780069 }
{ "_id" : { "key" : "retweeted_status.user.profile_text_color" }, "value" : { "type" : "String" }, "totalOccurrences" : 229, "percentContaining" : 39.34707903780069 }
{ "_id" : { "key" : "retweeted_status.user.followers_count" }, "value" : { "type" : "Number" }, "totalOccurrences" : 229, "percentContaining" : 39.34707903780069 }
{ "_id" : { "key" : "retweeted_status.user.profile_sidebar_border_color" }, "value" : { "type" : "String" }, "totalOccurrences" : 229, "percentContaining" : 39.34707903780069 }
{ "_id" : { "key" : "retweeted_status.user.location" }, "value" : { "type" : "String" }, "totalOccurrences" : 229, "percentContaining" : 39.34707903780069 }
{ "_id" : { "key" : "retweeted_status.user.profile_background_color" }, "value" : { "type" : "String" }, "totalOccurrences" : 229, "percentContaining" : 39.34707903780069 }
{ "_id" : { "key" : "retweeted_status.user.listed_count" }, "value" : { "type" : "Number" }, "totalOccurrences" : 229, "percentContaining" : 39.34707903780069 }
{ "_id" : { "key" : "retweeted_status.user.utc_offset" }, "value" : { "type" : "Number" }, "totalOccurrences" : 229, "percentContaining" : 39.34707903780069 }
{ "_id" : { "key" : "retweeted_status.user.statuses_count" }, "value" : { "type" : "Number" }, "totalOccurrences" : 229, "percentContaining" : 39.34707903780069 }
{ "_id" : { "key" : "retweeted_status.user.description" }, "value" : { "type" : "String" }, "totalOccurrences" : 229, "percentContaining" : 39.34707903780069 }
{ "_id" : { "key" : "retweeted_status.user.friends_count" }, "value" : { "type" : "Number" }, "totalOccurrences" : 229, "percentContaining" : 39.34707903780069 }
{ "_id" : { "key" : "retweeted_status.user.profile_link_color" }, "value" : { "type" : "String" }, "totalOccurrences" : 229, "percentContaining" : 39.34707903780069 }
{ "_id" : { "key" : "retweeted_status.user.profile_image_url" }, "value" : { "type" : "String" }, "totalOccurrences" : 229, "percentContaining" : 39.34707903780069 }
{ "_id" : { "key" : "retweeted_status.user.following" }, "value" : { "type" : "null" }, "totalOccurrences" : 229, "percentContaining" : 39.34707903780069 }
{ "_id" : { "key" : "retweeted_status.user.geo_enabled" }, "value" : { "type" : "Boolean" }, "totalOccurrences" : 229, "percentContaining" : 39.34707903780069 }
{ "_id" : { "key" : "retweeted_status.user.id_str" }, "value" : { "type" : "String" }, "totalOccurrences" : 229, "percentContaining" : 39.34707903780069 }
{ "_id" : { "key" : "retweeted_status.user.profile_background_image_url" }, "value" : { "type" : "String" }, "totalOccurrences" : 229, "percentContaining" : 39.34707903780069 }
{ "_id" : { "key" : "retweeted_status.user.name" }, "value" : { "type" : "String" }, "totalOccurrences" : 229, "percentContaining" : 39.34707903780069 }
{ "_id" : { "key" : "retweeted_status.user.lang" }, "value" : { "type" : "String" }, "totalOccurrences" : 229, "percentContaining" : 39.34707903780069 }
{ "_id" : { "key" : "retweeted_status.user.profile_background_tile" }, "value" : { "type" : "Boolean" }, "totalOccurrences" : 229, "percentContaining" : 39.34707903780069 }
{ "_id" : { "key" : "retweeted_status.user.favourites_count" }, "value" : { "type" : "Number" }, "totalOccurrences" : 229, "percentContaining" : 39.34707903780069 }
{ "_id" : { "key" : "retweeted_status.user.screen_name" }, "value" : { "type" : "String" }, "totalOccurrences" : 229, "percentContaining" : 39.34707903780069 }
{ "_id" : { "key" : "retweeted_status.user.notifications" }, "value" : { "type" : "null" }, "totalOccurrences" : 229, "percentContaining" : 39.34707903780069 }
{ "_id" : { "key" : "retweeted_status.user.url" }, "value" : { "type" : "String" }, "totalOccurrences" : 229, "percentContaining" : 39.34707903780069 }
{ "_id" : { "key" : "retweeted_status.user.created_at" }, "value" : { "type" : "String" }, "totalOccurrences" : 229, "percentContaining" : 39.34707903780069 }
{ "_id" : { "key" : "retweeted_status.user.contributors_enabled" }, "value" : { "type" : "Boolean" }, "totalOccurrences" : 229, "percentContaining" : 39.34707903780069 }
{ "_id" : { "key" : "retweeted_status.user.time_zone" }, "value" : { "type" : "String" }, "totalOccurrences" : 229, "percentContaining" : 39.34707903780069 }
{ "_id" : { "key" : "retweeted_status.user.protected" }, "value" : { "type" : "Boolean" }, "totalOccurrences" : 229, "percentContaining" : 39.34707903780069 }
{ "_id" : { "key" : "retweeted_status.user.default_profile" }, "value" : { "type" : "Boolean" }, "totalOccurrences" : 229, "percentContaining" : 39.34707903780069 }
{ "_id" : { "key" : "retweeted_status.user.is_translator" }, "value" : { "type" : "Boolean" }, "totalOccurrences" : 229, "percentContaining" : 39.34707903780069 }
{ "_id" : { "key" : "possibly_sensitive" }, "value" : { "type" : "Boolean" }, "totalOccurrences" : 201, "percentContaining" : 34.5360824742268 }
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