Sample document
TODO
Source
TODO: distinguish between tweets and mentions
//TODO (INF-1865): need to distinguish between "tweets_to" and "retweets"... //TODO (INF-1865): looks like body is HTML encoded //TODO (INF-1865): aggregate sentiment vs user? { "description": "A large set of tweets related to Super Storm Sandy", "extractType": "File", "extractorOptions": { "app.alchemyapi-metadata.batchSize": 100, "app.alchemyapi-metadata.numKeywords": 5, "app.alchemyapi-metadata.strict": "true" }, "file": { "XmlPrimaryKey": "", "XmlRootLevelValues": [], "domain": "XXX", "password": "XXX", "username": "XXX" }, "isApproved": true, "isPublic": false, "mediaType": "Social", "structuredAnalysis": { "rejectDocCriteria": "$SCRIPT( if (null == _doc.metadata.json[0].link || null == _doc.metadata.json[0].object) return 'reject'; )", "metadataFieldList": "", "docGeo" : { "lat": "$SCRIPT( try {return _doc.metadata.json[0].geo.coordinates[0];} catch (err) {return '';})", "lon": "$SCRIPT( try {return _doc.metadata.json[0].geo.coordinates[1];} catch (err) {return '';})" }, "associations": [ { "assoc_type": "Event", "creationCriteriaScript": "$SCRIPT( return (null != _doc.metadata.json[0].object.actor); )", "entity1_index": "$SCRIPT( return _doc.metadata.json[0].actor.preferredUsername + '/twitterhandle';)", "entity2_index": "$SCRIPT( return _doc.metadata.json[0].object.actor.preferredUsername + '/twitterhandle';)", "verb": "retweets", "verb_category": "retweets" }, { "assoc_type": "Event", "creationCriteriaScript": "$SCRIPT( return (null != _doc.metadata.json[0].object.actor) && (null != _doc.metadata.json[0].object.actor.location); )", "entity1_index": "$SCRIPT( return _doc.metadata.json[0].object.actor.preferredUsername + '/twitterhandle';)", "entity2_index": "$SCRIPT( return _doc.metadata.json[0].object.actor.location.displayName+ '/location';)", "verb": "twitter_location", "verb_category": "twitter_location" }, { "assoc_type": "Event", "entity1_index": "$SCRIPT( return _doc.metadata.json[0].actor.preferredUsername + '/twitterhandle';)", "entity2_index": "$SCRIPT( return _iterator.text + '/hashtag'; )", "iterateOver": "json.twitter_entities.hashtags", "verb": "tweets_about", "verb_category": "tweets_about" }, { "assoc_type": "Event", "entity1_index": "$SCRIPT( return _doc.metadata.json[0].actor.preferredUsername + '/twitterhandle';)", "entity2_index": "$SCRIPT( return _iterator.screen_name + '/twitterhandle'; )", "iterateOver": "json.twitter_entities.user_mentions", "verb": "tweets_to", "verb_category": "tweets_to" }, { "assoc_type": "Event", "entity1_index": "$SCRIPT( return _doc.metadata.json[0].actor.preferredUsername + '/twitterhandle';)", "entity2_index": "$SCRIPT( return _iterator.expanded_url + '/url'; )", "iterateOver": "json.gnip.urls", "verb": "tweets_link", "verb_category": "tweets_link" } ], "description": "$metadata.json.body", "entities": [ { "actual_name": "$metadata.json.actor.displayName", "dimension": "Who", "disambiguated_name": "$metadata.json.actor.preferredUsername", "linkdata": "$metadata.json.actor.link", "type": "TwitterHandle" }, { "iterateOver": "json.twitter_entities.user_mentions", "actual_name": "$SCRIPT(return _iterator.name;)", "dimension": "Who", "disambiguated_name": "$SCRIPT(return _iterator.screen_name;)", "linkdata": "$SCRIPT(return 'http://www.twitter.com/' + _iterator.screen_name;)", "type": "TwitterHandle" }, { "actual_name": "$metadata.json.object.actor.displayName", "dimension": "Who", "disambiguated_name": "$metadata.json.object.actor.preferredUsername", "linkdata": "$metadata.json.object.actor.link", "type": "TwitterHandle" }, { "dimension": "Where", "disambiguated_name": "$metadata.json.actor.location.displayName", "geotag": { "city": "$SCRIPT( return getAddressVal( _doc.metadata.json[0].actor.location.displayName, 0 ) )", "stateProvince": "$SCRIPT( return getRegion(getAddressVal( _doc.metadata.json[0].actor.location.displayName, 1 )) )", "countryCode" : "US", "alternatives": [ { "stateProvince": "$SCRIPT( return getRegion(getAddressVal( _doc.metadata.json[0].actor.location.displayName, 1 )) )", "countryCode" : "US" } ] }, "type": "Location" }, { "dimension": "Where", "disambiguated_name": "$metadata.json.object.actor.location.displayName", "type": "Location" }, { "disambiguated_name": "$SCRIPT(return _iterator.text;)", "iterateOver": "json.twitter_entities.hashtags", "type": "HashTag" }, { "actual_name": "$SCRIPT(return _iterator.url)", "disambiguated_name": "$SCRIPT(return _iterator.expanded_url;)", "iterateOver": "json.gnip.urls", "type": "URL" } ], "fullText": "$metadata.json.body", "script": "function getAddressVal( addressStr, number) { try { var addressArray = addressStr.split(/ *, */); if (addressArray != null && addressArray.length > 0) { if (addressArray[number].toLowerCase()=='ny') { return 'new york'; } else if (addressArray[number].toLowerCase()=='long island' || addressArray[number].toLowerCase()=='li') { return 'medford'; } else { return addressArray[number]; } } else { return ''; } } catch (err) { return ''; } } function getRegion( code ) { if (code.toLowerCase()=='ny') {return 'New York';} else if (code.toLowerCase()=='nj') {return 'New Jersey';} else if (code.toLowerCase()=='ct') {return 'Connecticut';} else if (code.toLowerCase()=='md') {return 'Maryland';} else if (code.toLowerCase()=='va') {return 'Virginia';} else if (code.toLowerCase()=='pa') {return 'Pennsylvania';} else if (code.toLowerCase()=='nj') {return 'New Jersey';} else {return 'New York';} }", "scriptEngine": "javascript", "title": "$metadata.json.body", "url": "$metadata.json.link", "publishedDate": "$SCRIPT(return _doc.metadata.json[0].postedTime.replace(/.[0-9]{3}Z/,'Z');)" }, "tags": [ "twitter", "gnip" ], "title": "Super Storm Sandy - Twitter: SANDY_SUBSTRING", "url": "smb://HOST:139/SHARE/PATH/TO/", "useExtractor": "AlchemyAPI-metadata", "useTextExtractor": "none" }
Sample output
TODO