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results.txt
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results.txt
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Using Spark's default log4j profile: org/apache/spark/log4j-defaults.properties
+---------+------------------+------------------+
|dayOfWeek| avg| deviation|
+---------+------------------+------------------+
| TUESDAY|130394.63461538461|15627.058249412878|
|WEDNESDAY|128284.26923076923| 10618.8665380795|
| THURSDAY|126155.21153846153| 9942.588543954438|
| MONDAY|123075.03846153847|17609.502370140443|
| FRIDAY|116852.43396226416|13126.508201271778|
| SUNDAY| 81847.61538461539| 9909.358601261036|
| SATURDAY| 77923.15094339622| 8831.441589780288|
+---------+------------------+------------------+
Anomalies days:
+---------+----------+------+------------------+------------------+
|dayOfWeek| date| total| avg| deviation|
+---------+----------+------+------------------+------------------+
| SATURDAY|2016-01-30| 97208| 77923.15094339622| 8831.441589780288|
| SATURDAY|2016-02-20| 98057| 77923.15094339622| 8831.441589780288|
| TUESDAY|2016-09-20|214123|130394.63461538461|15627.058249412878|
| MONDAY|2016-09-19|209868|123075.03846153847|17609.502370140443|
| SUNDAY|2016-02-21|102639| 81847.61538461539| 9909.358601261036|
+---------+----------+------+------------------+------------------+
Max commits day [from anomalies days]:
+------+---------+----------+------------------+------------------+
| total|dayOfWeek| date| avg| deviation|
+------+---------+----------+------------------+------------------+
|214123| TUESDAY|2016-09-20|130394.63461538461|15627.058249412878|
+------+---------+----------+------------------+------------------+
+-----------------+-----+
| name|count|
+-----------------+-----+
| Emile B|93551|
| pyjobs| 562|
| nathanbl| 539|
| miatribepi| 472|
| Ryan Niehaus| 417|
| Jenkins| 284|
| Wassim Chegham| 273|
| dwulff| 193|
| truthlighting| 175|
| Terry Yuan| 169|
|greenkeeperio-bot| 152|
| morganseangibbs| 150|
| sqrtofsaturn| 139|
| Alan Knowles| 127|
| keum| 125|
| crazy| 123|
|Dominik Wilkowski| 115|
| Evan Maloney| 114|
| root| 112|
| Shinmera| 110|
+-----------------+-----+
only showing top 20 rows
Time taken: 233416 ms
+---------+------------------+
|dayOfWeek| 95h|
+---------+------------------+
| SATURDAY| 91797.8|
| THURSDAY| 140693.2|
| FRIDAY|133673.19999999998|
| TUESDAY| 142191.45|
|WEDNESDAY| 142493.35|
| MONDAY|139528.24999999997|
| SUNDAY| 96530.75|
+---------+------------------+
Time taken: 44127 ms