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APPENDIX.md

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Call Details Data

  1. Awesome Public Streaming Datasets https://github.com/ColinEberhardt/awesome-public-streaming-datasets
  2. 使用Pyspark 处理文本多分类问题 https://www.cnblogs.com/cymx66688/p/10699018.html
  3. CDR Data Generator https://github.com/deshpandetanmay/cdr-data-generator
  4. CDR Data Generator https://github.com/GokhanYilmaz44/cdr-data-gen
  5. Project Proposal https://drive.google.com/file/d/1D2Ab_wkSqBlJuCDjxZykYhzTVzGzlCV_/view
  6. K means clustering https://ijarcce.com/upload/2016/december-16/IJARCCE%2064.pdf
  7. https://github.com/treselle-systems/CDR_analysis_using_K_means_in_Tableau
  8. https://dzone.com/articles/call-detail-record-cdr-analysis-k-means-clustering
  9. https://dzone.com/articles/call-detail-record-analysis-k-means-clustering-wit
  10. https://github.com/search?q=cdr+k+means+clustering

DATA SAMPLE:

  • test generate
  • 1|+1-546-281-6603|Thu Apr 19 19:15:50 2018|4390|VOICE|0.24627468270526398|AWNSERED
    91b57c3c-87f5-11ea-95f9-acde48001122|+1-162-493-4711|Tue May 29 13:34:40 2018|2387|VOICE|0.9659929482768285|AWNSERED
    Housing (including rental)
  • test people
  • 91b58a56-87f5-11ea-95f9-acde48001122|+1-622-434-4485|91b58b50-87f5-11ea-95f9-acde48001122|+1-291-172-6719|Mon Oct 22 11:43:43 2018|1072|SMS|0.21287896262896056|AWNSERED
    91b58a56-87f5-11ea-95f9-acde48001122|+1-622-434-4485|91b591f4-87f5-11ea-95f9-acde48001122|+1-874-796-2233|Sat Dec 22 16:44:24 2018|1779|VOICE|0.5406728005913857|Busy
    91b58a56-87f5-11ea-95f9-acde48001122|+1-622-434-4485|91b59a82-87f5-11ea-95f9-acde48001122|+242-726-551-5053|Sat Sep 14 04:52:59 2019|3775|VOICE|0.54342559217113|AWNSERED
    91b58a56-87f5-11ea-95f9-acde48001122|+1-622-434-4485|91b5a14e-87f5-11ea-95f9-acde48001122|+1-366-711-0400|Mon Apr 16 01:57:39 2018|2086|VOICE|0.5664247263199119|Busy
    91b58a56-87f5-11ea-95f9-acde48001122|+1-622-434-4485|91b5a89c-87f5-11ea-95f9-acde48001122|+1-688-235-3933|Fri Dec 21 01:14:28 2018|616|SMS|0.6942094091885174|AWNSERED
    91b58a56-87f5-11ea-95f9-acde48001122|+1-622-434-4485|91b5adc4-87f5-11ea-95f9-acde48001122|+1-977-133-5857|Sat Mar 9 02:49:36 2019|2730|VOICE|0.9446971561511683|Busy
    91b58a56-87f5-11ea-95f9-acde48001122|+1-622-434-4485|91b5b26a-87f5-11ea-95f9-acde48001122|+1-115-086-4819|Sun Sep 1 17:16:52 2019|1425|SMS|0.4321925381716515|AWNSERED
    91b58a56-87f5-11ea-95f9-acde48001122|+1-622-434-4485|91b5b6fc-87f5-11ea-95f9-acde48001122|+1-688-005-9820|Wed Apr 11 17:15:50 2018|1174|VOICE|0.03559807938027393|AWNSERED
    91b58a56-87f5-11ea-95f9-acde48001122|+1-622-434-4485|91b5baf8-87f5-11ea-95f9-acde48001122|+1-404-515-7545|Thu Dec 27 14:06:51 2018|3695|SMS|0.922442453294184|AWNSERED
    91b58a56-87f5-11ea-95f9-acde48001122|+1-622-434-4485|91b5bf12-87f5-11ea-95f9-acde48001122|+227-680-023-9934|Thu Apr 25 13:17:32 2019|2130|VOICE|0.9059857204556334|AWNSERED