FFD Correlation Calculation

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  1. Pearson correlation calculation for Franklin Fire Department (2007-2017)
  2. Data columns: year, total_incident_responses, average_response_time_mm:ss, average_response_time_seconds
  3. 2007, 5219, 4:15, 255
  4. 2008, 5490, 4:33, 273
  5. 2009, 5638, 4:33, 273
  6. 2010, 5924, 4:50, 290
  7. 2011, 5672, 4:47, 287
  8. 2012, 5874, 4:46, 286
  9. 2013, 6315, 4:45, 285
  10. 2014, 6697, 5:06, 306
  11. 2015, 6914, 5:37, 337
  12. 2016, 7384, 5:36, 336
  13. 2017, 8411, 4:57, 297
  14. Pearson r (numpy.corrcoef on incident_responses vs response_time_seconds) = 0.685616073362
  15. Correlation sign: positive (r > 0).
  16.  

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