adding a bunch of new files around week 4

[stats_class_2019.git] / data / week_04 / COS-Statistics-Mobile_Sessions.csv

diff --git a/data/week_04/COS-Statistics-Mobile_Sessions.csv b/data/week_04/COS-Statistics-Mobile_Sessions.csv
new file mode 100644 (file)
index 0000000..900c074
--- /dev/null
+++ b/data/week_04/COS-Statistics-Mobile_Sessions.csv
@@ -0,0 +1,232 @@
+Operating_System,Sessions,New_Sessions,New_Users,Bounce_Rate,PagesPerSession,AvgSessionDuration,Month
+iOS,332291,47.75,158674,60.79,2.34,0:02:11,01/01/2015 12:00:00 AM
+Android,170107,45.53,77453,58.14,2.98,0:03:53,01/01/2015 12:00:00 AM
+Windows,27325,44.76,12231,44.6,3.26,0:02:40,01/01/2015 12:00:00 AM
+Windows Phone,10109,45.71,4621,59.01,2.14,0:01:45,01/01/2015 12:00:00 AM
+BlackBerry,1375,39.27,540,62.98,2.1,0:02:24,01/01/2015 12:00:00 AM
+(not set),408,83.09,339,72.3,1.82,0:01:01,01/01/2015 12:00:00 AM
+Series40,151,91.39,138,66.23,1.37,0:00:09,01/01/2015 12:00:00 AM
+Samsung,44,86.36,38,56.82,1.57,0:00:20,01/01/2015 12:00:00 AM
+Nokia,25,100,25,100,1,0:00:00,01/01/2015 12:00:00 AM
+LG,13,100,13,46.15,1.92,0:02:52,01/01/2015 12:00:00 AM
+Bada,6,100,6,100,1,0:00:00,01/01/2015 12:00:00 AM
+Firefox OS,6,100,6,100,1,0:00:00,01/01/2015 12:00:00 AM
+Nintendo 3DS,6,100,6,0,2.17,0:00:48,01/01/2015 12:00:00 AM
+Playstation Vita,6,100,6,100,1,0:00:00,01/01/2015 12:00:00 AM
+SymbianOS,6,100,6,100,1,0:00:00,01/01/2015 12:00:00 AM
+iOS,294553,46.27,136300,59.33,2.44,0:02:26,02/01/2015 12:00:00 AM
+Android,147692,44.86,66261,56.81,3.02,0:03:48,02/01/2015 12:00:00 AM
+Windows,26601,42.83,11392,43.72,3.23,0:02:34,02/01/2015 12:00:00 AM
+Windows Phone,8703,48.99,4264,57.04,2.19,0:01:51,02/01/2015 12:00:00 AM
+BlackBerry,1525,41.84,638,56.66,2.76,0:03:54,02/01/2015 12:00:00 AM
+(not set),503,75.15,378,69.58,1.98,0:01:24,02/01/2015 12:00:00 AM
+Series40,158,100,158,71.52,1.32,0:00:25,02/01/2015 12:00:00 AM
+SymbianOS,51,100,51,88.24,1.33,0:00:06,02/01/2015 12:00:00 AM
+Samsung,40,100,40,100,1,0:00:00,02/01/2015 12:00:00 AM
+Nokia,17,100,17,100,1,0:00:00,02/01/2015 12:00:00 AM
+Playstation Vita,17,100,17,0,2.35,0:02:14,02/01/2015 12:00:00 AM
+Bada,6,100,6,100,1,0:00:00,02/01/2015 12:00:00 AM
+LG,6,100,6,0,1.83,0:08:00,02/01/2015 12:00:00 AM
+iOS,344677,46.84,161438,59.61,2.28,0:02:15,03/01/2015 12:00:00 AM
+Android,169304,45.37,76819,57.37,2.92,0:03:36,03/01/2015 12:00:00 AM
+Windows,30705,43.07,13225,45.49,3.06,0:02:19,03/01/2015 12:00:00 AM
+Windows Phone,10706,45.33,4853,59.46,2.14,0:01:46,03/01/2015 12:00:00 AM
+BlackBerry,1407,43,605,55.15,2.75,0:03:25,03/01/2015 12:00:00 AM
+(not set),375,91.2,342,78.93,1.59,0:00:50,03/01/2015 12:00:00 AM
+Series40,217,88.02,191,63.59,1.67,0:01:20,03/01/2015 12:00:00 AM
+Nokia,39,84.62,33,84.62,1.36,0:01:45,03/01/2015 12:00:00 AM
+Samsung,20,100,20,100,1,0:00:00,03/01/2015 12:00:00 AM
+Firefox OS,13,100,13,53.85,1.54,0:00:42,03/01/2015 12:00:00 AM
+Playstation Vita,13,100,13,100,1,0:00:00,03/01/2015 12:00:00 AM
+SymbianOS,13,100,13,100,1,0:00:00,03/01/2015 12:00:00 AM
+Bada,7,100,7,0,2.86,0:03:18,03/01/2015 12:00:00 AM
+LGE,7,100,7,0,1.86,0:00:55,03/01/2015 12:00:00 AM
+MOT,7,100,7,100,1,0:00:00,03/01/2015 12:00:00 AM
+iOS,349484,46.55,162671,62.41,2.19,0:02:01,04/01/2015 12:00:00 AM
+Android,174739,45.13,78852,59.23,2.75,0:03:26,04/01/2015 12:00:00 AM
+Windows,31384,41.11,12902,44.97,3.47,0:02:56,04/01/2015 12:00:00 AM
+Windows Phone,10718,47.27,5066,58.09,2.13,0:01:56,04/01/2015 12:00:00 AM
+BlackBerry,1245,53.41,665,62.33,1.93,0:01:25,04/01/2015 12:00:00 AM
+(not set),443,86.91,385,76.52,1.56,0:00:40,04/01/2015 12:00:00 AM
+Series40,137,90.51,124,52.55,2,0:01:21,04/01/2015 12:00:00 AM
+Samsung,59,44.07,26,77.97,1.54,0:03:01,04/01/2015 12:00:00 AM
+Nokia,46,100,46,56.52,1.7,0:02:40,04/01/2015 12:00:00 AM
+SymbianOS,33,100,33,39.39,2.76,0:01:34,04/01/2015 12:00:00 AM
+LG,13,100,13,53.85,1.54,0:00:41,04/01/2015 12:00:00 AM
+Firefox OS,7,100,7,0,1.86,0:00:04,04/01/2015 12:00:00 AM
+iOS,403039,47.05,189643,62.61,2.16,0:02:03,05/01/2015 12:00:00 AM
+Android,196470,45.91,90203,58.63,2.86,0:03:29,05/01/2015 12:00:00 AM
+Windows,33131,40.32,13357,45.52,4.4,0:03:44,05/01/2015 12:00:00 AM
+Windows Phone,12045,46.45,5595,58.19,2.07,0:01:50,05/01/2015 12:00:00 AM
+BlackBerry,963,65.01,626,66.46,1.94,0:01:16,05/01/2015 12:00:00 AM
+(not set),411,90.02,370,76.89,1.41,0:00:32,05/01/2015 12:00:00 AM
+Nokia,67,100,67,80.6,1.21,0:00:29,05/01/2015 12:00:00 AM
+Series40,54,100,54,50,1.74,0:00:41,05/01/2015 12:00:00 AM
+Samsung,34,100,34,38.24,1.97,0:00:52,05/01/2015 12:00:00 AM
+SymbianOS,34,100,34,79.41,1.18,0:00:06,05/01/2015 12:00:00 AM
+LG,7,100,7,100,1,0:00:00,05/01/2015 12:00:00 AM
+iOS,447533,46.45,207893,62.05,2.21,0:02:00,06/01/2015 12:00:00 AM
+Android,215288,45.65,98277,57.92,2.7,0:03:14,06/01/2015 12:00:00 AM
+Windows,35596,39.98,14231,44.07,3.42,0:02:48,06/01/2015 12:00:00 AM
+Windows Phone,12832,46.56,5974,60.12,2.12,0:01:46,06/01/2015 12:00:00 AM
+BlackBerry,1087,61.36,667,66.05,1.99,0:01:21,06/01/2015 12:00:00 AM
+(not set),486,86.42,420,76.13,1.66,0:01:50,06/01/2015 12:00:00 AM
+Nokia,58,87.93,51,87.93,1.12,0:00:34,06/01/2015 12:00:00 AM
+SymbianOS,43,100,43,67.44,1.86,0:01:03,06/01/2015 12:00:00 AM
+Samsung,29,48.28,14,100,1,0:00:00,06/01/2015 12:00:00 AM
+Series40,29,24.14,7,48.28,2,0:00:38,06/01/2015 12:00:00 AM
+Nintendo 3DS,14,100,14,50,1.57,0:00:42,06/01/2015 12:00:00 AM
+Bada,7,100,7,100,1,0:00:00,06/01/2015 12:00:00 AM
+LG,7,100,7,100,1,0:00:00,06/01/2015 12:00:00 AM
+Playstation Vita,7,100,7,0,2,0:00:17,06/01/2015 12:00:00 AM
+iOS,519563,45.53,236550,63.02,2.25,0:02:06,07/01/2015 12:00:00 AM
+Android,238975,45.15,107908,58.18,2.67,0:03:04,07/01/2015 12:00:00 AM
+Windows,38868,39.27,15262,44.97,3.69,0:03:21,07/01/2015 12:00:00 AM
+Windows Phone,15716,43.71,6869,56.85,2.21,0:02:05,07/01/2015 12:00:00 AM
+BlackBerry,1380,60.14,830,67.61,1.7,0:00:49,07/01/2015 12:00:00 AM
+(not set),519,90.75,471,67.63,2.04,0:00:56,07/01/2015 12:00:00 AM
+SymbianOS,32,100,32,75,1.75,0:00:43,07/01/2015 12:00:00 AM
+Samsung,24,66.67,16,33.33,2.33,0:02:18,07/01/2015 12:00:00 AM
+LG,16,50,8,0,3.5,0:03:05,07/01/2015 12:00:00 AM
+Nokia,16,50,8,100,1,0:00:00,07/01/2015 12:00:00 AM
+Playstation Vita,16,100,16,100,1,0:00:00,07/01/2015 12:00:00 AM
+Series40,8,100,8,100,1,0:00:00,07/01/2015 12:00:00 AM
+,,,,,,,
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+iOS,462615,44.57,206201,62.43,2.2,0:02:02,08/01/2015 12:00:00 AM
+Android,216541,44.79,96987,57.44,2.64,0:02:49,08/01/2015 12:00:00 AM
+Windows,29314,38.89,11401,44.43,3.97,0:03:52,08/01/2015 12:00:00 AM
+Windows Phone,14306,40.46,5788,56.42,2.12,0:02:06,08/01/2015 12:00:00 AM
+BlackBerry,2056,44.5,915,65.86,1.68,0:01:26,08/01/2015 12:00:00 AM
+(not set),666,94.44,629,65.92,1.64,0:01:06,08/01/2015 12:00:00 AM
+Samsung,29,100,29,100,1,0:00:00,08/01/2015 12:00:00 AM
+SymbianOS,29,100,29,100,1,0:00:00,08/01/2015 12:00:00 AM
+Nintendo 3DS,22,31.82,7,0,9,0:16:46,08/01/2015 12:00:00 AM
+Nokia,22,100,22,68.18,2,0:00:44,08/01/2015 12:00:00 AM
+Firefox OS,15,100,15,46.67,2.93,0:01:19,08/01/2015 12:00:00 AM
+LG,15,100,15,46.67,1.93,0:00:25,08/01/2015 12:00:00 AM
+Playstation Vita,15,100,15,100,1,0:00:00,08/01/2015 12:00:00 AM
+Series40,7,100,7,100,1,0:00:00,08/01/2015 12:00:00 AM
+Android,182597,45.59,83245,58.25,2.5,0:02:39,09/01/2015 12:00:00 AM
+Windows,21130,38.29,8090,45.45,3.39,0:03:01,09/01/2015 12:00:00 AM
+Windows Phone,11507,37.27,4289,56.57,2.13,0:02:02,09/01/2015 12:00:00 AM
+Nintendo 3DS,1586,0.44,7,31.27,5.77,0:15:13,09/01/2015 12:00:00 AM
+BlackBerry,912,53.62,489,67.43,1.94,0:02:00,09/01/2015 12:00:00 AM
+(not set),430,87.67,377,72.33,1.77,0:01:28,09/01/2015 12:00:00 AM
+Nokia,33,100,33,60.61,1.39,0:00:24,09/01/2015 12:00:00 AM
+Samsung,33,39.39,13,39.39,2.21,0:03:57,09/01/2015 12:00:00 AM
+SymbianOS,13,100,13,100,1,0:00:00,09/01/2015 12:00:00 AM
+LG,7,100,7,100,1,0:00:00,09/01/2015 12:00:00 AM
+iOS,337866,45.44,153534,60.98,2.27,0:02:10,10/01/2015 12:00:00 AM
+Android,162085,45.06,73029,56.95,2.64,0:02:49,10/01/2015 12:00:00 AM
+Windows,19683,38.48,7575,45.96,3.22,0:02:47,10/01/2015 12:00:00 AM
+Windows Phone,9581,40.2,3852,56.85,2.01,0:01:54,10/01/2015 12:00:00 AM
+Nintendo 3DS,1104,0.54,6,42.75,4.98,0:13:25,10/01/2015 12:00:00 AM
+BlackBerry,748,63.9,478,72.19,1.65,0:01:01,10/01/2015 12:00:00 AM
+(not set),601,86.69,521,81.7,1.62,0:01:05,10/01/2015 12:00:00 AM
+SymbianOS,31,100,31,100,1,0:00:00,10/01/2015 12:00:00 AM
+Samsung,18,66.67,12,100,1,0:00:00,10/01/2015 12:00:00 AM
+Nokia,12,100,12,100,1,0:00:00,10/01/2015 12:00:00 AM
+Playstation Vita,12,100,12,100,1,0:00:00,10/01/2015 12:00:00 AM
+Firefox OS,6,100,6,0,2,0:00:02,10/01/2015 12:00:00 AM
+iOS,318827,45.53,145149,60.22,2.26,0:02:13,12/01/2015 12:00:00 AM
+Android,150731,45.33,68325,56.86,2.76,0:03:07,12/01/2015 12:00:00 AM
+Windows,19050,39.99,7619,46.55,3.49,0:03:05,12/01/2015 12:00:00 AM
+Windows Phone,7545,37.44,2825,57.52,2.11,0:02:00,12/01/2015 12:00:00 AM
+BlackBerry,630,71.11,448,67.46,2.84,0:02:09,12/01/2015 12:00:00 AM
+(not set),357,95.24,340,66.67,1.51,0:01:08,12/01/2015 12:00:00 AM
+Nintendo 3DS,318,1.89,6,42.77,6.26,0:11:38,12/01/2015 12:00:00 AM
+Samsung,28,100,28,60.71,2.82,0:01:09,12/01/2015 12:00:00 AM
+Nokia,17,100,17,64.71,1.65,0:01:06,12/01/2015 12:00:00 AM
+LG,6,100,6,0,1.83,0:01:37,12/01/2015 12:00:00 AM
+SymbianOS,6,100,6,100,1,0:00:00,12/01/2015 12:00:00 AM
+Windows Phone,7040,44.25,3115,61.83,2.07,0:01:41,01/01/2016 12:00:00 AM
+SymbianOS,12,100,12,100,1,0:00:00,01/01/2016 12:00:00 AM
+Android,169146,48.12,81399,57.74,3.37,0:04:02,01/01/2016 12:00:00 AM
+(not set),359,96.66,347,82.73,1.29,0:00:46,01/01/2016 12:00:00 AM
+BlackBerry,731,62.65,458,61.01,6.01,0:05:08,01/01/2016 12:00:00 AM
+Nokia,6,100,6,100,1,0:00:00,01/01/2016 12:00:00 AM
+Windows,22700,39.17,8892,46.89,3.47,0:02:57,01/01/2016 12:00:00 AM
+Samsung,19,100,19,63.16,1.63,0:02:08,01/01/2016 12:00:00 AM
+Playstation Vita,6,100,6,100,1,0:00:00,01/01/2016 12:00:00 AM
+(not set),498,85.54,426,83.13,1.35,0:00:26,02/01/2016 12:00:00 AM
+Windows,23150,36.46,8440,49.09,4.18,0:03:53,02/01/2016 12:00:00 AM
+LG,30,100,30,80,1.2,0:00:06,02/01/2016 12:00:00 AM
+Playstation Vita,12,50,6,50,3,0:03:59,02/01/2016 12:00:00 AM
+SymbianOS,18,100,18,66.67,1.67,0:01:52,02/01/2016 12:00:00 AM
+Windows Phone,5904,43.56,2572,59.6,2.03,0:01:33,02/01/2016 12:00:00 AM
+BlackBerry,563,52.22,294,66.07,1.78,0:01:20,02/01/2016 12:00:00 AM
+Android,155492,48.25,75031,57.97,3.1,0:03:50,02/01/2016 12:00:00 AM
+Series40,6,100,6,100,1,0:00:00,02/01/2016 12:00:00 AM
+Nokia,18,100,18,66.67,1.33,0:00:09,02/01/2016 12:00:00 AM
+Samsung,24,100,24,100,1,0:00:00,02/01/2016 12:00:00 AM
+Android,178625,47.32,84526,57.4,3.65,0:04:48,03/01/2016 12:00:00 AM
+BlackBerry,874,58.35,510,76.77,1.66,0:02:17,03/01/2016 12:00:00 AM
+Windows Phone,7133,42.16,3007,62.16,1.94,0:01:50,03/01/2016 12:00:00 AM
+Windows,25021,35.72,8937,47.4,5.31,0:05:52,03/01/2016 12:00:00 AM
+Samsung,7,100,7,100,1,0:00:00,03/01/2016 12:00:00 AM
+Playstation Vita,7,100,7,100,1,0:00:00,03/01/2016 12:00:00 AM
+Nokia,7,100,7,100,1,0:00:00,03/01/2016 12:00:00 AM
+(not set),483,82.61,399,73.91,1.4,0:01:12,03/01/2016 12:00:00 AM
+SymbianOS,14,100,14,100,1,0:00:00,03/01/2016 12:00:00 AM
+Playstation Vita,25,100,25,76,1.28,0:00:04,04/01/2016 12:00:00 AM
+BlackBerry,516,62.98,325,71.71,1.54,0:00:41,04/01/2016 12:00:00 AM
+Series40,13,100,13,100,1,0:00:00,04/01/2016 12:00:00 AM
+Windows Phone,5824,48.9,2848,64.32,1.98,0:01:35,04/01/2016 12:00:00 AM
+SymbianOS,25,100,25,52,2.56,0:01:07,04/01/2016 12:00:00 AM
+(not set),306,81.05,248,79.08,1.62,0:01:07,04/01/2016 12:00:00 AM
+Samsung,19,100,19,100,1,0:00:00,04/01/2016 12:00:00 AM
+Windows,22167,36.79,8156,48.29,5.06,0:05:13,04/01/2016 12:00:00 AM
+Nokia,19,68.42,13,68.42,1.32,0:01:05,04/01/2016 12:00:00 AM
+Android,177378,45.49,80696,57.33,3.74,0:05:04,04/01/2016 12:00:00 AM
+SymbianOS,13,100,13,53.85,1.54,0:00:14,07/01/2016 12:00:00 AM
+Android,214077,47.17,100978,59.4,3.65,0:04:45,07/01/2016 12:00:00 AM
+BlackBerry,692,61.85,428,74.28,1.63,0:01:14,07/01/2016 12:00:00 AM
+Windows,18562,38.64,7173,48.12,4.56,0:04:14,07/01/2016 12:00:00 AM
+Samsung,53,100,53,49.06,1.87,0:00:21,07/01/2016 12:00:00 AM
+LG,7,100,7,100,1,0:00:00,07/01/2016 12:00:00 AM
+Windows Phone,5691,48.37,2753,65.74,1.85,0:01:21,07/01/2016 12:00:00 AM
+(not set),270,85.56,231,85.56,1.22,0:01:29,07/01/2016 12:00:00 AM
+Nokia,7,100,7,100,1,0:00:00,07/01/2016 12:00:00 AM
+Samsung,20,100,20,100,1,0:00:00,08/01/2016 12:00:00 AM
+Playstation Vita,14,50,7,50,3.86,0:01:45,08/01/2016 12:00:00 AM
+(not set),419,87.11,365,74.22,1.37,0:01:09,08/01/2016 12:00:00 AM
+Windows,18990,38.62,7334,47.08,4.2,0:03:46,08/01/2016 12:00:00 AM
+Nintendo 3DS,7,100,7,100,1,0:00:00,08/01/2016 12:00:00 AM
+BlackBerry,520,76.54,398,68.85,1.68,0:01:06,08/01/2016 12:00:00 AM
+SymbianOS,20,100,20,100,1,0:00:00,08/01/2016 12:00:00 AM
+LG,20,70,14,35,1.7,0:01:56,08/01/2016 12:00:00 AM
+Windows Phone,5267,41.41,2181,63.2,2.26,0:01:42,08/01/2016 12:00:00 AM
+Android,214448,46.3,99279,59.8,3.82,0:05:00,08/01/2016 12:00:00 AM