https://ec2-18-221-218-113.us-east-2.compute.amazonaws.com:7473/browser/
$ ssh -i alex_sony.pem ec2-user@ec2-18-221-218-113.us-east-2.compute.amazonaws.com
USING PERIODIC COMMIT 10000 | |
LOAD CSV WITH HEADERS FROM 'file:///Tracks.csv' as line | |
WITH line, | |
CASE | |
WHEN toFloat(line.TEMPO) < 20 THEN "Larghissimo" | |
WHEN toFloat(line.TEMPO) >= 20 AND toFloat(line.TEMPO) < 40 THEN "Grave" | |
WHEN toFloat(line.TEMPO) >= 40 AND toFloat(line.TEMPO) < 60 THEN "Largo" | |
WHEN toFloat(line.TEMPO) >= 60 AND toFloat(line.TEMPO) < 80 THEN "Adagio" | |
WHEN toFloat(line.TEMPO) >= 80 AND toFloat(line.TEMPO) < 120 THEN "Moderato" | |
WHEN toFloat(line.TEMPO) >= 120 AND toFloat(line.TEMPO) < 180 THEN "Allegro" | |
ELSE "Presto" | |
END as NamedTempo, | |
CASE | |
WHEN toFLoat(line.DANCEABILITY) < .25 THEN "S" | |
WHEN toFLoat(line.DANCEABILITY) >= .25 AND toFLoat(line.DANCEABILITY) < .5 THEN "M" | |
WHEN toFLoat(line.DANCEABILITY) >= .5 AND toFLoat(line.DANCEABILITY) < .75 THEN "L" | |
ELSE "XL" | |
END as Dance, | |
CASE | |
WHEN toFLoat(line.ENERGY) < .25 THEN "S" | |
WHEN toFLoat(line.ENERGY) >= .25 AND toFLoat(line.ENERGY) < .5 THEN "M" | |
WHEN toFLoat(line.ENERGY) >= .5 AND toFLoat(line.ENERGY) < .75 THEN "L" | |
ELSE "XL" | |
END as Energy, | |
CASE | |
WHEN toFLoat(line.VALENCE) < .25 THEN "S" | |
WHEN toFLoat(line.VALENCE) >= .25 AND toFLoat(line.VALENCE) < .5 THEN "M" | |
WHEN toFLoat(line.VALENCE) >= .5 AND toFLoat(line.VALENCE) < .75 THEN "L" | |
ELSE "XL" | |
END as Valence, | |
CASE | |
WHEN toFLoat(line.INSTRUMENTALNESS) < .25 THEN "S" | |
WHEN toFLoat(line.INSTRUMENTALNESS) >= .25 AND toFLoat(line.INSTRUMENTALNESS) < .5 THEN "M" | |
WHEN toFLoat(line.INSTRUMENTALNESS) >= .5 AND toFLoat(line.INSTRUMENTALNESS) < .75 THEN "L" | |
ELSE "XL" | |
END as Instrumentalness | |
MERGE (tmp:Tempo {tempo:NamedTempo}) | |
MERGE (d:DanceAbility {score:Dance}) | |
MERGE (e:Energy {score:Energy}) | |
MERGE (v:Valence {score:Valence}) | |
MERGE (i:Instrumentalness {score:Instrumentalness}) | |
MERGE (t:Track {trackId: line.TRACKID}) | |
SET | |
t.trackName=line.NAME, | |
t.isrc=line.ISRC, | |
t.popularity=line.POPULARITY | |
MERGE (t)-[ht:HASTEMPO]->(tmp) SET ht.value = toFloat(line.TEMPO) | |
MERGE (t)-[dt:DANCEABLE]->(d) SET dt.value = toFloat(line.DANCEABILITY) | |
MERGE (t)-[et:ENERGETIC]->(e) SET et.value = toFloat(line.ENERGY) | |
MERGE (t)-[hat:HAPPINESS]->(v) SET hat.value = toFloat(line.VALENCE) | |
MERGE (t)-[it:INTRUMENTAL]->(i) SET it.value = toFloat(line.INSTRUMENTALNESS) | |
WITH t, line | |
MATCH (a:Artist {artistId:line.ARTISTID}) | |
MERGE (a)-[:PERFORMED]->(t) |
https://ec2-18-221-218-113.us-east-2.compute.amazonaws.com:7473/browser/
$ ssh -i alex_sony.pem ec2-user@ec2-18-221-218-113.us-east-2.compute.amazonaws.com
MATCH (t1:Track)-[v1:HASTEMPO|HAPPINESS|ENERGETIC|INTRUMENTAL|DANCEABLE]->(value1) WHERE id(t1) = 5026 | |
WITH t1, v1 | |
ORDER BY value1.order | |
WITH t1, collect(v1.value) as values1 | |
MATCH (t2:Track)-[v2:HASTEMPO|HAPPINESS|ENERGETIC|INTRUMENTAL|DANCEABLE]->(value2) | |
WHERE id(t2) = 18 | |
WITH t1, values1, t2, v2 | |
ORDER BY value2.order | |
WITH t1, t2, collect(v2.value) as values2, values1 | |
WHERE size(values2) = 5 | |
RETURN t1.trackName AS from, | |
t2.trackName AS to, | |
values1, | |
values2, | |
algo.similarity.cosine(values1, values2) AS similarity |
ARTISTID | TRACKID | NAME | DURATION | ISRC | POPULARITY | DANCEABILITY | ENERGY | KEY | LOUDNESS | MODE | SPEECHINESS | ACOUSTICNESS | INSTRUMENTALNESS | LIVENESS | VALENCE | TEMPO | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
00sazWvoTLOqg5MFwC68Um | 1D1lJZTk19ij9ZtncawMWv | Another Shore | 293 | FRPAH1100090 | 0 | 0.105 | 0.378 | 3 | -11.52 | 1 | 0.0382 | 0.114 | 0.73 | 0.103 | 0.0547 | 181.142 | |
5V0MlUE1Bft0mbLlND7FJz | 1d1mCeeEAdDhWFSHUhZgDo | Sing Me a Swing Song, and Let Me Dance | 153 | GB8XC1080249 | 0 | 0.633 | 0.363 | 1 | -10.684 | 1 | 0.21 | 0.845 | 2.92e-05 | 0.116 | 0.795 | 166.95 | |
0FI0kxP0BWurTz8cB8BBug | 1D1mkpSvIIXJTZqkhmJGIA | Right Now | 211 | GBUM70600506 | 0 | 0.582 | 0.742 | 1 | -6.65 | 1 | 0.0275 | 0.262 | 0.00013 | 0.0419 | 0.724 | 89.342 | |
5s6TJEuHTr9GR894wc6VfP | 1D1mkpSvIIXJTZqkhmJGIA | Right Now | 211 | GBUM70600506 | 0 | 0.582 | 0.742 | 1 | -6.65 | 1 | 0.0275 | 0.262 | 0.00013 | 0.0419 | 0.724 | 89.342 | |
5dCuFngSPyOOnTAvrC7v2s | 1d1mPSPVXIHdbT5MIcyiJW | Sen-Sa-Shun | 173 | GBN8H1207337 | 0 | 0.74 | 0.73 | 9 | -8.861 | 1 | 0.03 | 0.685 | 0.958 | 0.308 | 0.968 | 139.87 | |
1aSxMhuvixZ8h9dK9jIDwL | 1d1pioLeinBn1LdFppoPWN | The Man with the Child in His Eyes | 158 | GBAYE7800107 | 0 | 0.29 | 0.257 | 0 | -11.404 | 1 | 0.0308 | 0.867 | 0.00018 | 0.181 | 0.159 | 85.266 | |
66NweiA3nU84k1S3SZdTSG | 1d1rcZ3RmCzIOuvhn1cYvz | Los Sabanales | 239 | COSO10600082 | 14 | 0.64 | 0.515 | 7 | -9.251 | 1 | 0.0429 | 0.258 | 1.2e-06 | 0.104 | 0.965 | 134.782 | |
71jzN72g8qWMCMkWC5p1Z0 | 1D1rRowgWfXl0apqcEdJmx | Enigma | 170 | USSM11406171 | 34 | 0.473 | 0.0693 | 10 | -30.029 | 1 | 0.0309 | 0.97 | 0.918 | 0.101 | 0.0388 | 104.09 |