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February 28, 2017 15:38
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Querying the twitter graph
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// Sandbox instance | |
https://10-0-1-157-32898.neo4jsandbox.com/browser/ | |
readonly / twitter | |
// find tweets that quote each other | |
MATCH tweets = (t:Tweet)-[:QUOTED*]->(t2:Tweet) WHERE not exists((t2)-[:QUOTED]->()) | |
RETURN tweets; | |
// find the longest chain | |
MATCH path = shortestpath((start:Tweet)-[:QUOTED*]->(origin)) | |
RETURN path | |
ORDER BY LENGTH(path) DESC | |
LIMIT 1 | |
// longest chain + users | |
MATCH path = shortestpath((start:Tweet)-[:QUOTED*]->(origin)) | |
WITH path | |
ORDER BY LENGTH(path) DESC | |
LIMIT 1 | |
UNWIND NODES(path) AS tweet | |
MATCH (tweet)<-[:POSTED]->(user) | |
RETURN tweet, user |
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WITH 'https://api.twitter.com/1.1/search/tweets.json?count=100&result_type=recent&lang=en&q=' as url, {bearer} as bearer | |
CALL apoc.load.jsonParams(url + "%22my%20name%22%20is%22%20%22I%20work%22",{Authorization:"Bearer "+bearer},null) yield value | |
UNWIND value.statuses as status | |
WITH status, status.user as u, status.entities as e | |
WHERE status.quoted_status_id is not null | |
MERGE (t:Tweet {id:status.id}) ON CREATE SET t.text=status.text,t.created_at=status.created_at,t.retweet_count=status.retweet_count, t.favorite_count=status.favorite_count | |
MERGE (p:User {name:u.screen_name}) | |
MERGE (p)-[:POSTED]->(t) | |
FOREACH (m IN e.user_mentions | MERGE (mu:User {name:m.screen_name}) MERGE (t)-[:MENTIONED]->(mu)) | |
MERGE (q:Tweet {id:status.quoted_status_id}) | |
MERGE (t)–[:QUOTED]->(q) | |
WITH t as t0, status.quoted_status as status WHERE status is not null | |
WITH t0, status, status.user as u, status.entities as e | |
MERGE (t:Tweet {id:status.id}) SET t.text=status.text,t.created_at=status.created_at,t.retweet_count=status.retweet_count, t.favorite_count=status.favorite_count | |
MERGE (t0)-[:QUOTED]->(t) | |
MERGE (p:User {name:u.screen_name}) | |
MERGE (p)-[:POSTED]->(t) | |
FOREACH (m IN e.user_mentions | MERGE (mu:User {name:m.screen_name}) MERGE (t)-[:MENTIONED]->(mu)) | |
MERGE (q:Tweet {id:status.quoted_status_id}) | |
MERGE (t)–[:QUOTED]->(q); |
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// fill in missing tweets | |
match (tweet:Tweet) | |
WHERE NOT exists(tweet.text) | |
WITH 'https://api.twitter.com/1.1/statuses/lookup.json?count=100&result_type=recent&lang=en&id=' + tweet.id as url, {bearer} as bearer | |
CALL apoc.load.jsonParams(url,{Authorization:"Bearer "+bearer},null) yield value | |
WITH value as status | |
WITH status, status.user as u, status.entities as e | |
WHERE status.quoted_status_id is not null | |
MERGE (t:Tweet {id:status.id}) ON CREATE SET t.text=status.text,t.created_at=status.created_at,t.retweet_count=status.retweet_count, t.favorite_count=status.favorite_count | |
MERGE (p:User {name:u.screen_name}) | |
MERGE (p)-[:POSTED]->(t) | |
FOREACH (m IN e.user_mentions | MERGE (mu:User {name:m.screen_name}) MERGE (t)-[:MENTIONED]->(mu)) | |
MERGE (q:Tweet {id:status.quoted_status_id}) | |
MERGE (t)–[:QUOTED]->(q) | |
WITH t as t0, status.quoted_status as status WHERE status is not null | |
WITH t0, status, status.user as u, status.entities as e | |
MERGE (t:Tweet {id:status.id}) SET t.text=status.text,t.created_at=status.created_at,t.retweet_count=status.retweet_count, t.favorite_count=status.favorite_count | |
MERGE (t0)-[:QUOTED]->(t) | |
MERGE (p:User {name:u.screen_name}) | |
MERGE (p)-[:POSTED]->(t) | |
FOREACH (m IN e.user_mentions | MERGE (mu:User {name:m.screen_name}) MERGE (t)-[:MENTIONED]->(mu)) | |
MERGE (q:Tweet {id:status.quoted_status_id}) | |
MERGE (t)–[:QUOTED]->(q); |
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// fill in missing tweets | |
match (tweet:Tweet) | |
WHERE NOT exists(tweet.text) | |
WITH 'https://api.twitter.com/1.1/statuses/lookup.json?count=100&result_type=recent&lang=en&id=' + tweet.id as url, {bearer} as bearer | |
CALL apoc.load.jsonParams(url,{Authorization:"Bearer "+bearer},null) yield value | |
WITH value as status | |
WITH status, status.user as u, status.entities as e | |
MERGE (t:Tweet {id:status.id}) ON CREATE SET t.text=status.text,t.created_at=status.created_at,t.retweet_count=status.retweet_count, t.favorite_count=status.favorite_count | |
MERGE (p:User {name:u.screen_name}) | |
MERGE (p)-[:POSTED]->(t) | |
FOREACH (m IN e.user_mentions | MERGE (mu:User {name:m.screen_name}) MERGE (t)-[:MENTIONED]->(mu)) |
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