1. How I Data Mined My Text
Message History
By: Joe Cannatti
Puppy Sound LLC
joe@puppysound.com
@JoeCannatti
Friday, January 18, 13

2. How I Data Mined My Text
Message History
By: Joe Cannatti
Puppy Sound LLC
joe@puppysound.com
@JoeCannatti
Friday, January 18, 13

3. Know thyself...
Friday, January 18, 13

4. Know thyself...
Friday, January 18, 13

5. Know thyself...
γνῶθι σεαυτόν
Friday, January 18, 13

6. Know thyself...
γνῶθι σεαυτόν
Temple of Apollo at Delphi
Friday, January 18, 13

7. Know thyself...
γνῶθι σεαυτόν
Temple of Apollo at Delphi
Plato
Friday, January 18, 13

8. Know thyself...
γνῶθι σεαυτόν
Temple of Apollo at Delphi
Plato
Our memories are poor
Friday, January 18, 13

9. Know thyself...
γνῶθι σεαυτόν
Temple of Apollo at Delphi
Plato
Our memories are poor
We are not good at summing up our experiences
Friday, January 18, 13

10. Know thyself...
γνῶθι σεαυτόν
Temple of Apollo at Delphi
Plato
Our memories are poor
We are not good at summing up our experiences
Enter.....DATA
Friday, January 18, 13

11. Text Messages
Friday, January 18, 13

12. Text Messages
Increased use
Friday, January 18, 13

13. Text Messages
Increased use
Is it a good subset of your overall communication?
Friday, January 18, 13

14. Text Messages
Increased use
Is it a good subset of your overall communication?
What can we learn from it?
Friday, January 18, 13

15. Text Messages
Increased use
Is it a good subset of your overall communication?
What can we learn from it?
SCIENCE!!!
Friday, January 18, 13

16. Tools Used
Friday, January 18, 13

17. Tools Used
R
Friday, January 18, 13

18. Tools Used
R
RStudio
Friday, January 18, 13

19. Tools Used
R
RStudio
Navicat for Sqlite
Friday, January 18, 13

20. Tools Used
R
RStudio
Navicat for Sqlite
Bash
Friday, January 18, 13

21. So, what are we going
to do?
Friday, January 18, 13

22. iTunes backup
Backup your phone to your machine (unencrypted)
Friday, January 18, 13

23. Where dem bitz at?
~/Library/Application Support/MobileSync/
Backup/
3d0d7e5fb2ce288813306e4d4636395e047a3d2
Friday, January 18, 13

24. Hmmm...what else is in
there?
Bash to the rescue
find . -name *3d0d7e5fb2ce288813306e4d4636395e047a3d2*
for i in $(find . -type f); do sqlite3 $i ".databases" &> /dev/null; if [[ $? ==
"0" ]]; then echo $i; fi; done
190 sqlite DBs
Friday, January 18, 13

25. Bash Fu
Friday, January 18, 13

26. Getting ready to open
the project
Download the RSQLite .tar.gz
R CMD INSTALL RSQLite-<version>.tar.gz
install.packages(‘DBI’)
Friday, January 18, 13

27. Tables
Friday, January 18, 13

28. Our main view
Friday, January 18, 13

29. Adding Contact data
Friday, January 18, 13

30. A note about R
Friday, January 18, 13

31. A note about R
Friday, January 18, 13

32. Problems with the
Language
Friday, January 18, 13

33. Problems with the
Language
Friday, January 18, 13

34. Problems with the
Language
ANY APL OR J
PROGRAMMERS HERE?
Friday, January 18, 13

35. My besties
Friday, January 18, 13

36. Result
MY BABY MOMA
Friday, January 18, 13

37. Result
MY BABY MOMA
Friday, January 18, 13

38. Result
MARK G’S GIRL
MY BABY MOMA
Friday, January 18, 13

39. Friday, January 18, 13

40. Friday, January 18, 13

41. HISTORGRAMS CAN BE PRETTY WACK
Friday, January 18, 13

42. HISTORGRAMS CAN BE PRETTY WACK
THE FREEDMAN-DIACOIS RULE
Friday, January 18, 13

43. HISTORGRAMS CAN BE PRETTY WACK
THE FREEDMAN-DIACOIS RULE
Friday, January 18, 13

44. Friday, January 18, 13

45. Demo Frequency
Friday, January 18, 13

46. Our main Data.Frame
Friday, January 18, 13

47. colnames(message_data)
Friday, January 18, 13

48. Codez
Friday, January 18, 13

49. Text Frequency By
Month
Friday, January 18, 13

50. Demo send/receive
Friday, January 18, 13

51. Friday, January 18, 13

52. Saving to a file
Friday, January 18, 13

53. Let Talk About Sex
Friday, January 18, 13

54. Let Talk About Sex
GET YOUR MIND OUT OF
THE GUTTER!!!
Friday, January 18, 13

55. Friday, January 18, 13

56. Friday, January 18, 13

57. R?
Friday, January 18, 13

58. R
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59. Friday, January 18, 13