An introduction to
the ‘glatos’ R package:
Chris Holbrook, Tom Binder, Darryl Hondorp, Nancy Nate
Jon Pye, Ryan Gosse, Caitlin Bate (Ocean Tracking Network)
Annual GLATOS Coordination Meeting
Feb 27 2020, Ann Arbor, Michigan
Why an R package?
Raw Data
Access
Wrangle
Check, clean
Summarize
Explore
Analyze
Products
Why an R package?
- Consistent (standardization)
- Reproducible
- Efficient
- Accessible
- Transparent
Community-driven best practices
Installing the package
OTN Gitlab
https://gitlab.oceantrack.org/GreatLakes/glatos
library(remotes)
install_url("https://gitlab.oceantrack.org/GreatLakes/glatos/repository/master/archive.zip",
build_opts = c("--no-resave-data", "--no-manual"))## version 0.4.1 ('full-english-breakfast')A set of tools for:
Data loading
- Read project workbook data
- Read detection data
- Read receiver location data
- Read tag specs
- Convert ‘raw’ sensor measurements to ‘real’ (depth in meters)
A set of tools for:
Filtering and summarizing
- False detection filter
- Compress detections into discrete events
- Simple summaries
- by fish
- by receiver/location
- Residence time
- Array evaluation
A set of tools for:
Exploration and visualization
- Graphical movement histories
- Distribution maps
- presence-absence data
- fine-scale positions
- Animations
- interpolating between detections
- making and editing video files
A set of tools for:
Simulation
- Code collisions
- selecting tag specs
- Virtual fish in virtual receiver networks
- receiver line spacing
- receiver array tradeoffs (grids vs lines)
Load Project Workbook data
Animals
## animal_id tag_type tag_manufacturer tag_model tag_serial_number tag_id_code tag_code_space tag_implant_type tag_activation_date est_tag_life tagger tag_owner_pi tag_owner_organization common_name_e scientific_name capture_location capture_latitude capture_longitude wild_or_hatchery stock length weight length_type age sex dna_sample_taken treatment_type release_group release_location release_latitude release_longitude utc_release_date_time capture_depth temperature_change holding_temperature surgery_location date_of_surgery surgery_latitude surgery_longitude sedative sedative_concentration anaesthetic buffer anaesthetic_concentration buffer_concentration_in_anaesthetic anesthetic_concentration_in_recirculation buffer_concentration_in_recirculation dissolved_oxygen comments glatos_project glatos_external_tag_id1 glatos_external_tag_id2 glatos_tag_recovered glatos_caught_date glatos_reward
## 1 2016_038 acoustic VEMCO V8-4x 1229575 40185 A69-1601 internal 2016-05-06 117 days CH Chris Holbrook USGS Hammond Bay Biological Station Sea lamprey Petromyzon marinus Ocqueoc Cheboygan NA NA <NA> <NA> 0.494 0.238 total adult M <NA> <NA> 2016_01 Amhurstburg Channel of Detroit River 42.07958 -83.11846 2016-05-12 15:17:00 NA NA NA Hammond Bay Biological Station 2016-05-06 NA NA <NA> <NA> AQUIS-20E <NA> 1 <NA> <NA> <NA> <NA> <NA> HECSL <NA> <NA> No <NA> <NA>
## 2 2016_041 acoustic VEMCO V8-4x 1229578 40188 A69-1601 internal 2016-05-06 117 days EL Chris Holbrook USGS Hammond Bay Biological Station Sea lamprey Petromyzon marinus Ocqueoc Cheboygan NA NA <NA> <NA> 0.492 0.285 total adult M <NA> <NA> 2016_01 Amhurstburg Channel of Detroit River 42.07958 -83.11846 2016-05-12 15:33:00 NA NA NA Hammond Bay Biological Station 2016-05-06 NA NA <NA> <NA> AQUIS-20E <NA> 1 <NA> <NA> <NA> <NA> <NA> HECSL <NA> <NA> No <NA> <NA>
## 3 2016_081 acoustic VEMCO V8-4x 1229618 40228 A69-1601 internal 2016-05-06 117 days EL Chris Holbrook USGS Hammond Bay Biological Station Sea lamprey Petromyzon marinus Manistique NA NA <NA> <NA> 0.512 0.271 total adult M <NA> <NA> 2016_01 Amhurstburg Channel of Detroit River 42.07958 -83.11846 2016-05-12 15:34:00 NA NA NA Hammond Bay Biological Station 2016-05-06 NA NA <NA> <NA> AQUIS-20E <NA> 1 <NA> <NA> <NA> <NA> <NA> HECSL <NA> <NA> No <NA> <NA>Receivers
## glatos_array glatos_project station_no consecutive_deploy_no ins_serial_no otn_array mooring_drop_dead_date intend_lat intend_long otn_mission_id deploy_date_time deploy_lat deploy_long bottom_depth riser_length instrument_depth checwlk_complete_time status_in ins_model_no glatos_ins_frequency rcv_modem_address sync_date_time memory_erased_at_deploy rcv_battery_install_date rcv_expected_battery_life rcv_voltage_at_deploy rcv_tilt_after_deploy deployed_by comments glatos_seasonal glatos_vps ar_confirm data_downloaded ins_model_number recovered recover_date_time recover_lat recover_long location_description water_body glatos_region
## 1 GRW HECSL 1 1 109925 <NA> <NA> <NA> <NA> <NA> 2015-12-09 15:21:00 42.21889 -83.14076 NA NA NA <NA> <NA> VR2W 69 <NA> <NA> <NA> <NA> <NA> <NA> <NA> Hondorp crew <NA> No No <NA> <NA> <NA> <NA> <NA> NA NA west Channel around Grassy Island Detroit River Huron-Erie Corridor
## 2 GRW HECSL 1 2 301578 <NA> <NA> <NA> <NA> <NA> 2015-12-09 15:21:00 42.21889 -83.14076 NA NA NA <NA> <NA> VR2W180 180 <NA> <NA> <NA> <NA> <NA> <NA> <NA> Hondorp crew <NA> No No <NA> <NA> <NA> <NA> <NA> NA NA west Channel around Grassy Island Detroit River Huron-Erie Corridor
## 3 GRW HECSL 2 1 119384 <NA> <NA> <NA> <NA> <NA> 2015-12-09 15:27:00 42.21902 -83.13803 NA NA NA <NA> <NA> VR2W 69 <NA> <NA> <NA> <NA> <NA> <NA> <NA> Hondorp crew <NA> No No <NA> <NA> VR2W <NA> 2016-08-23 14:28:00 NA NA west Channel around Grassy Island Detroit River Huron-Erie CorridorLoad Detection data
## animal_id detection_timestamp_utc glatos_array station_no transmitter_codespace transmitter_id sensor_value sensor_unit deploy_lat deploy_long receiver_sn tag_type tag_model tag_serial_number common_name_e capture_location length weight sex release_group release_location release_latitude release_longitude utc_release_date_time glatos_project_transmitter glatos_project_receiver glatos_tag_recovered glatos_caught_date station min_lag
## 1 2016_038 2016-05-12 15:29:24 DRL 13 A69-1601 40185 NA <NA> 42.0797 -83.11797 119364 acoustic V8-4x 1229575 Sea lamprey Ocqueoc Cheboygan 0.494 0.238 M 2016_01 Amhurstburg Channel of Detroit River 42.07958 -83.11846 2016-05-12 15:17:00 HECSL HECST No <NA> DRL-013 121
## 2 2016_038 2016-05-12 15:31:25 DRL 13 A69-1601 40185 NA <NA> 42.0797 -83.11797 119364 acoustic V8-4x 1229575 Sea lamprey Ocqueoc Cheboygan 0.494 0.238 M 2016_01 Amhurstburg Channel of Detroit River 42.07958 -83.11846 2016-05-12 15:17:00 HECSL HECST No <NA> DRL-013 121
## 3 2016_041 2016-05-12 15:34:20 DRL 13 A69-1601 40188 NA <NA> 42.0797 -83.11797 119364 acoustic V8-4x 1229578 Sea lamprey Ocqueoc Cheboygan 0.492 0.285 M 2016_01 Amhurstburg Channel of Detroit River 42.07958 -83.11846 2016-05-12 15:33:00 HECSL HECST No <NA> DRL-013 258
## 4 2016_038 2016-05-12 15:34:25 DRL 13 A69-1601 40185 NA <NA> 42.0797 -83.11797 119364 acoustic V8-4x 1229575 Sea lamprey Ocqueoc Cheboygan 0.494 0.238 M 2016_01 Amhurstburg Channel of Detroit River 42.07958 -83.11846 2016-05-12 15:17:00 HECSL HECST No <NA> DRL-013 180
## 5 2016_081 2016-05-12 15:37:11 DRL 13 A69-1601 40228 NA <NA> 42.0797 -83.11797 119364 acoustic V8-4x 1229618 Sea lamprey Manistique 0.512 0.271 M 2016_01 Amhurstburg Channel of Detroit River 42.07958 -83.11846 2016-05-12 15:34:00 HECSL HECST No <NA> DRL-013 410
## 6 2016_041 2016-05-12 15:38:38 DRL 13 A69-1601 40188 NA <NA> 42.0797 -83.11797 119364 acoustic V8-4x 1229578 Sea lamprey Ocqueoc Cheboygan 0.492 0.285 M 2016_01 Amhurstburg Channel of Detroit River 42.07958 -83.11846 2016-05-12 15:33:00 HECSL HECST No <NA> DRL-013 159Load Receiver data
(GLATOS network)
## station glatos_array station_no consecutive_deploy_no intend_lat intend_long deploy_lat deploy_long recover_lat recover_long deploy_date_time recover_date_time bottom_depth riser_length instrument_depth ins_model_no glatos_ins_frequency ins_serial_no deployed_by comments glatos_seasonal glatos_project glatos_vps
## 500 CLM-001 CLM 1 1 NA NA 43.22963 -86.33411 NA NA 2011-03-15 04:00:00 2017-06-18 04:00:00 NA NA NA SUR-3BT 69 10241 no MRSST no
## 501 CML-002 CML 2 1 NA NA 43.23178 -86.32768 NA NA 2011-03-15 04:00:00 2017-06-18 04:00:00 NA NA NA SUR-3BT 69 10331 no MRSST no
## 502 MRM-003 MRM 3 1 NA NA 43.25706 -86.25048 NA NA 2011-03-15 04:00:00 2017-06-18 04:00:00 NA NA NA SUR-3BT 69 10406 no MRSST no
## 2506 FDT-001 FDT 1 4 NA NA 45.93023 -83.50350 NA NA 2013-08-09 11:56:00 2016-07-01 16:56:00 NA NA NA VR2W 69 122459 No DRMLT No
## 3380 LNR-025 LNR 25 2 NA NA 43.21581 -79.05225 NA NA 2014-06-30 16:45:00 2016-09-09 14:25:00 NA NA NA VR2W 69 124836 No LNRLS No
## 4039 FMP-002 FMP 2 6 NA NA 45.49915 -83.90593 NA NA 2015-05-04 17:19:00 2016-06-03 12:55:00 NA NA NA VR2W 69 109967 NO HECWL NOFalse detection filter
- Uses min_lag ‘short interval’ criteria
- see Pincock 2012 - Vemco technical note
## transmitter_id receiver_sn detection_timestamp_utc min_lag passed_filter
## 61484 40148 109410 2016-06-11 02:09:28 295 1
## 61487 40148 109410 2016-06-11 02:14:23 295 1
## 61535 40148 109410 2016-06-11 03:35:13 4850 0
## 42515 40148 109431 2016-05-23 07:35:23 331 1
## 42531 40148 109431 2016-05-23 07:40:54 135 1
## 42543 40148 109431 2016-05-23 07:43:09 88 1- Single detections will not pass filter
## transmitter_id receiver_sn detection_timestamp_utc min_lag passed_filter
## 39709 40148 119187 2016-05-22 08:18:04 559 1
## 39208 40148 119189 2016-05-22 05:35:29 NA 0
## 23337 40148 119332 2016-05-19 02:15:05 115 1False detection filter
## The filter identified 1045 (0.97%) of 107727 detections as potentially false.
Summarize detections by fish
## animal_id num_locs num_dets first_det last_det locations
## 1 2016_001 11 482 2016-05-18 01:27:56 2016-06-15 04:28:55 BIN DRF DRL DRU FIC FWE FWW LSC SCL SCM WLW
## 2 2016_002 11 577 2016-05-18 01:23:03 2016-06-27 12:58:11 DRF DRL DRU FWE FWW GRE MGE MGW SCL STE WLW
## 3 2016_003 13 357 2016-05-17 02:30:57 2016-06-24 05:11:50 BIN DRF DRL DRU FIC FWE LSC MGE MGW SCL SCM STW WLW
## 4 2016_004 11 404 2016-05-18 00:49:41 2016-06-11 08:02:34 DRF DRL DRU GRE MGW SBI SBO SCL SCU STW WLW
## 5 2016_005 14 306 2016-05-13 16:58:48 2016-06-21 10:20:55 BIN DRF DRL DRU FWE FWW GRE LSC MGE MGW SCL SCM STW WLW
## 6 2016_006 10 808 2016-05-16 15:34:52 2016-06-24 11:49:32 BIN DRF DRL DRU FWE FWW GRE SCL SCM WLW
## 7 2016_007 11 448 2016-05-16 15:30:28 2016-06-24 00:54:39 BIN DRF DRL DRU FWW GRE LSC MGW SCL SCM WLW
## 8 2016_008 13 479 2016-05-14 01:41:37 2016-06-24 06:53:56 BIN DRF DRL DRU FWE FWW GRE LSC MGE MGW SCL SCM WLW
## 9 2016_009 13 598 2016-05-13 00:56:08 2016-06-07 06:11:38 BIN DRF DRL DRU FIC FWE HBB LSC MGE SCL SCU STE WLW
## 10 2016_010 9 844 2016-05-16 15:31:49 2016-06-23 22:09:52 BIN DRF DRL DRU FWW GRE LSC SCL WLW
## 11 2016_011 5 1412 2016-05-12 16:13:14 2016-05-28 05:09:35 BIN DRF DRL DRU FIC
## 12 2016_012 8 717 2016-05-18 16:48:48 2016-06-22 16:00:35 BIN CHN DRF DRL DRU FIC JHN WLW
## 13 2016_013 4 76 2016-05-18 01:59:09 2016-05-19 23:09:33 DRF DRL DRU GRE
## 14 2016_014 13 410 2016-05-13 16:57:20 2016-06-22 09:09:26 BIN DRF DRL DRU FWE GRE MGE MGW SCL SCM SCU STW WLW
## 15 2016_015 10 451 2016-05-16 15:35:41 2016-06-21 05:22:56 BIN DRF DRL DRU FWE FWW GRE SCL SCM WLW
## 16 2016_016 4 1642 2016-05-17 14:54:24 2016-06-14 19:51:05 DRF DRL DRU GRE
## 17 2016_017 15 486 2016-05-18 01:32:02 2016-06-22 10:58:33 CHN DRF DRL DRU FWE FWW GRE GRW JHN MGE MGW SCL SCM STE WLW
## 18 2016_018 5 433 2016-05-19 01:42:26 2016-05-28 20:51:26 DRF DRL DRU FIC LSC
## 19 2016_019 3 1050 2016-05-13 23:52:04 2016-06-13 07:16:47 DRF DRL GRE
## 20 2016_020 12 425 2016-05-19 02:41:44 2016-06-26 08:01:27 DRF DRL DRU FIC FWE FWW LSC MGW SCL SCM STW WLW
## 21 2016_021 4 227 2016-05-19 01:45:21 2016-05-20 21:06:09 DRF DRL DRU GRE
## 22 2016_022 5 19789 2016-05-13 01:30:53 2016-07-31 23:56:09 DRF DRL DRU GRE GRW
## 23 2016_023 6 618 2016-05-14 01:26:05 2016-06-19 09:43:50 BFR BHE DRL GRO LGR LPL
## 24 2016_024 12 629 2016-05-19 01:14:41 2016-06-26 22:46:06 DRF DRL DRU FIC FWW LSC MGE MGW SCL SCM STW WLW
## 25 2016_025 4 143 2016-05-13 21:58:01 2016-05-16 09:10:57 DRF DRL DRU GRE
## 26 2016_026 12 594 2016-05-14 01:44:07 2016-06-24 22:24:53 DRF DRL DRU FIC FWW LSC MGE SCL SCM STE STW WLW
## 27 2016_027 16 612 2016-05-13 16:49:39 2016-07-14 14:27:06 BIN DRF DRL DRU FWE FWW GBD GRE LEX LSC MGE MGW SCL SCU STW WLW
## 28 2016_028 10 419 2016-05-12 15:47:31 2016-06-04 07:17:26 DRF DRL DRU FWW GRE MGE MGW SCL STE WLW
## 29 2016_029 13 331 2016-05-12 15:47:16 2016-06-27 21:40:49 BIN DRF DRL DRU FWW GRW LSC MGE MGW SCL SCM STW WLW
## 30 2016_030 11 231 2016-05-16 15:38:10 2016-06-29 16:18:30 DRF DRL DRU FWW GRE MGE MGW SCL SCM STW WLW
## 31 2016_031 13 320 2016-05-17 15:05:08 2016-06-07 02:45:35 DRF DRL DRU FWW GRE MGE PRS SBO SCL SCM SCU STE WLW
## 32 2016_032 5 270 2016-05-17 23:56:59 2016-05-24 03:06:15 DRF DRL DRU FIC LSC
## 33 2016_033 11 6857 2016-05-13 17:07:35 2016-07-15 10:34:12 BIN DRF DRL DRU FIC FWW LSC MGE MGW SCL SCM
## 34 2016_034 12 458 2016-05-13 20:57:16 2016-05-21 06:08:22 BIN DRF DRL DRU FIC FWW LSC MGW SCL SCU STW WLW
## 35 2016_035 11 650 2016-05-19 01:37:28 2016-06-25 05:15:06 BIN DRF DRL DRU FIC FWE LSC MGW SCL SCM WLW
## 36 2016_036 4 392 2016-05-17 15:00:57 2016-05-21 05:33:13 DRF DRL DRU FIC
## 37 2016_037 10 982 2016-05-16 15:35:30 2016-06-25 12:43:41 CHN DRF DRL DRU FWE GRE JHN LSC SCL WLW
## 38 2016_038 6 120 2016-05-12 15:29:24 2016-05-19 03:10:30 BIN DRF DRL DRU GRE LSC
## 39 2016_039 12 642 2016-05-18 17:32:52 2016-06-26 06:24:12 BIN CHN DRF DRL DRU FWE FWW GRE JHN SCL SCM WLW
## 40 2016_040 6 1210 2016-05-14 01:44:20 2016-06-01 05:59:28 BIN DRF DRL DRU FIC LSC
## 41 2016_041 14 415 2016-05-12 15:34:20 2016-06-29 08:15:58 BIN DRF DRL DRU FWW GRE LSC MGE MGW SCL SCM STE STW WLW
## 42 2016_042 4 425 2016-05-17 01:34:01 2016-05-18 12:53:47 DRF DRL DRU FIC
## 43 2016_043 12 1299 2016-05-18 18:53:41 2016-06-29 03:33:43 DRF DRL DRU FIC FWE FWW MGE MGW SCL SCM STW WLW
## 44 2016_044 10 371 2016-05-16 15:35:47 2016-06-30 04:08:46 DRF DRL DRU FWW GRE MGE SCL SCM STW WLW
## 45 2016_045 11 1056 2016-05-19 00:54:47 2016-06-27 07:32:55 DRF DRL DRU FIC FWW MGE MGW SCL SCM STW WLW
## 46 2016_046 9 439 2016-05-17 15:02:35 2016-05-26 08:44:56 BIN DRF DRL DRU FWW GRE LSC SCL WLW
## 47 2016_047 13 671 2016-05-13 18:00:50 2016-06-28 06:03:37 DRF DRL DRU FIC FWE FWW MGE MGW SCL SCM STE STW WLW
## 48 2016_048 7 3304 2016-05-16 15:29:06 2016-06-22 13:20:23 BIN DRF DRL DRU FIC LSC SCL
## 49 2016_049 13 364 2016-05-13 01:15:47 2016-06-28 19:16:05 BIN DRF DRL DRU FWE FWW GRE MGE SCL SCM STE STW WLW
## 50 2016_050 5 283 2016-05-17 01:48:44 2016-05-29 08:28:25 DRF DRL DRU GRE SCL
## 51 2016_051 5 294 2016-05-13 00:53:46 2016-05-15 06:44:12 BIN DRF DRL DRU FIC
## 52 2016_052 12 547 2016-05-18 17:01:20 2016-06-10 03:36:11 BIN DRF DRL DRU FIC LEX MGE MGW SCL SCU SGR STW
## 53 2016_053 5 1707 2016-05-13 01:10:40 2016-06-13 17:40:01 DRF DRL DRU GRW LSC
## 54 2016_054 9 461 2016-05-13 01:23:51 2016-06-27 20:59:13 BIN DRF DRL DRU FIC FWE SCL SCM WLW
## 55 2016_055 14 888 2016-05-17 19:58:35 2016-06-30 07:00:24 BIN DRF DRL DRU FWE FWW GRE MGE MGW SCL SCM SCU STW WLW
## 56 2016_056 12 219 2016-05-20 02:04:24 2016-06-19 19:08:56 DRF DRL DRU FWE FWW GRE MGE SCL SCM SCU STW WLW
## 57 2016_057 13 562 2016-05-14 01:31:54 2016-06-27 03:26:51 BIN CHN DRF DRL DRU FWW GRE LSC MGE SCL SCM STW WLW
## 58 2016_058 14 402 2016-05-16 15:38:53 2016-06-06 12:14:58 BIN DRF DRL DRU FWW GRE LSC MGW SBI SCL SCU STW THB WLW
## 59 2016_059 13 467 2016-05-18 17:11:36 2016-06-29 00:22:49 DRF DRL DRU FWW GRE LEX LSC MGE SCL SCM SCU STW WLW
## 60 2016_060 12 638 2016-05-13 01:27:08 2016-06-25 14:08:19 BIN DRF DRL DRU FWW GRE LSC MGW SCL SCM STW WLW
## 61 2016_061 8 298 2016-05-18 01:23:56 2016-06-27 02:34:06 DRF DRL DRU FWW GRE LSC SCL WLW
## 62 2016_062 9 1388 2016-05-13 01:29:24 2016-06-26 02:50:43 DRF DRL DRU FWE GRE LSC SCL SCM WLW
## 63 2016_063 12 541 2016-05-19 00:47:16 2016-07-03 13:07:04 DRF DRL DRU FWE FWW GRE MGE MGW SCL SCM STW WLW
## 64 2016_064 11 461 2016-05-18 01:20:06 2016-06-25 07:27:29 DRF DRL DRU FWW GRE LSC MGE MGW SCL SCM WLW
## 65 2016_065 9 385 2016-05-18 17:05:37 2016-06-26 03:22:07 BIN DRF DRL DRU FWE FWW GRE SCL WLW
## 66 2016_066 18 678 2016-05-14 03:30:01 2016-06-08 10:54:15 BBW BIN DRF DRL DRU FWW GRE LSC MGE MGW SBI SBO SCL SCM SCU STW THB WLW
## 67 2016_067 13 538 2016-05-14 01:21:05 2016-07-12 01:57:28 DRF DRL DRU FWE FWW GRE LSC MGE MGW SCL SCM STW WLW
## 68 2016_068 12 257 2016-05-16 15:34:57 2016-06-06 22:12:45 DRF DRL DRU FWE GRE MGE OSC SCL SCU STE THB WLW
## 69 2016_069 13 636 2016-05-17 01:44:21 2016-06-25 07:41:40 DRF DRL DRU FWE GBD GRE LEX MGE SCL SCM SCU STW WLW
## 70 2016_070 14 838 2016-05-12 15:46:56 2016-06-24 22:12:54 BIN DRF DRL DRU FWE FWW GRE LSC MGE MGW SCL SCM STW WLW
## 71 2016_071 13 506 2016-05-16 15:30:59 2016-06-21 03:59:44 DRF DRL DRU FWE GRE LSC MGW SBI SCL SCM SCU STW WLW
## 72 2016_072 13 543 2016-05-17 01:49:08 2016-06-27 04:29:31 BIN DRF DRL DRU FWW GRE LSC MGE SCL SCM SCU STW WLW
## 73 2016_073 7 454 2016-05-17 20:47:25 2016-05-25 04:51:01 CHN DRF DRL DRU FIC FWE WLW
## 74 2016_074 13 1176 2016-05-18 01:35:28 2016-05-28 02:29:23 DRF DRL DRU FWW GRE LEX LSC MGE SCL SCM SCU STW WLW
## 75 2016_075 13 726 2016-05-13 00:56:15 2016-06-12 07:50:40 BIN DRF DRL DRU FIC FWW LSC MGE MGW SCL SCM SCU STW
## 76 2016_076 15 523 2016-05-17 14:58:50 2016-06-22 10:26:45 BIN DRF DRL DRU FWE FWW GRE MGE MGW SCL SCM SCU STE STW WLW
## 77 2016_077 9 675 2016-05-18 17:22:14 2016-06-24 10:08:36 BIN DRF DRL DRU FWE FWW GRE SCL WLW
## 78 2016_078 12 559 2016-05-12 15:44:50 2016-06-23 16:38:44 BIN DRF DRL DRU FIC FWE LSC MGE MGW SCL SCM WLW
## 79 2016_079 9 1370 2016-05-19 01:54:41 2016-07-01 14:29:11 BIN CHN DRF DRL DRU FIC FWE SCL WLW
## 80 2016_080 5 515 2016-05-17 14:53:02 2016-05-23 06:07:31 DRF DRL DRU FIC GRE
## 81 2016_081 12 750 2016-05-12 15:37:11 2016-05-27 09:06:55 BIN DRF DRL DRU FWE GRE MGE MGW SCL SCU STW WLW
## 82 2016_082 4 121 2016-05-18 01:51:57 2016-05-20 11:49:32 DRF DRL DRU GRE
## 83 2016_083 12 322 2016-05-18 18:54:22 2016-06-24 15:17:57 BIN DRF DRL DRU FWE FWW GRE MGW SCL SCM STW WLW
## 84 2016_084 12 983 2016-05-12 15:44:13 2016-06-11 13:55:48 BIN DRF DRL DRU FIC FWW LSC MGE MGW SCL SCM WLW
## 85 2016_085 4 1055 2016-05-13 17:26:24 2016-06-02 11:16:08 DRF DRL DRU GRE
## 86 2016_086 8 1421 2016-05-18 16:54:56 2016-06-25 19:26:51 BIN DRF DRL DRU FWW GRE SCL WLW
## 87 2016_087 12 751 2016-05-13 16:56:58 2016-07-06 01:58:44 DRF DRL DRU FWE GRE MGE MGW SBI SBO SCL SCU WLW
## 88 2016_088 13 700 2016-05-12 15:39:52 2016-06-21 05:35:35 BIN DRF DRL DRU FWE FWW GRE MGE SCL SCM STE STW WLW
## 89 2016_089 6 1893 2016-05-18 21:16:38 2016-06-08 14:39:10 BIN DRF DRL DRU GRE SCL
## 90 2016_090 12 962 2016-05-16 15:34:45 2016-06-20 07:29:53 DRF DRL DRU FIC FWE LSC MGE SBO SCL SCM SCU STE
## 91 2016_091 11 1255 2016-05-18 17:36:44 2016-06-22 07:38:04 BIN CHN DRF DRL DRU FWE FWW GRW JHN SCL WLW
## 92 2016_092 14 469 2016-05-13 01:03:09 2016-05-29 07:36:53 BIN DRF DRL DRU FIC FWW MGE SBI SBO SCL SCM SCU STW WLW
## 93 2016_093 10 519 2016-05-13 17:46:02 2016-06-23 19:10:26 BIN DRF DRL DRU FIC FWE FWW SCL SCM WLW
## 94 2016_094 11 345 2016-05-17 15:07:33 2016-05-24 01:46:41 DRF DRL DRU FWW GRE LSC MGW SCL SCM SCU STW
## 95 2016_095 7 378 2016-05-13 16:41:07 2016-06-15 15:54:46 BHE DRL DUN LGR LKS NSA STU
## 96 2016_096 5 101 2016-05-12 19:56:09 2016-05-20 15:04:58 DRF DRL DRU GRE LSC
## 97 2016_097 12 471 2016-05-16 15:28:02 2016-05-24 09:31:34 BIN DRF DRL DRU FIC FWE LSC MGE SCL SCM SCU STW
## 98 2016_098 13 232 2016-05-17 01:26:20 2016-06-03 04:37:34 BIN DRF DRL DRU FIC GRE GRW MGW SCL SCM SCU STW WLW
## 99 2016_099 12 512 2016-05-16 15:32:23 2016-05-28 05:00:37 BLK DRF DRL DRU FWE GRE LSC SBI SBO SCL STE WLW
## 100 2016_100 5 400 2016-05-19 01:39:30 2016-05-21 18:43:17 DRF DRL DRU FIC LSC
## 101 2016_101 13 559 2016-05-18 16:56:39 2016-06-28 08:27:17 BLE DRF DRL DRU FWE FWW GRE LSC MGE MGW SCL SCM STW
## 102 2016_102 14 959 2016-05-16 15:32:10 2016-06-28 12:29:44 BIN DRF DRL DRU FWE FWW GRE MGE MGW SCL SCM STE STW WLW
## 103 2016_103 10 1064 2016-05-14 02:16:51 2016-07-06 03:28:18 BIN DRF DRL DRU FWE FWW GRE LSC SCL WLW
## 104 2016_104 11 420 2016-05-17 16:56:30 2016-06-06 05:02:37 BIN DRF DRL DRU FWE GRE MGE SBI SBO SCL SCU
## 105 2016_105 8 635 2016-05-18 17:22:34 2016-06-16 12:16:30 BIN DRF DRL DRU GRE LSC SCL WLW
## 106 2016_106 12 282 2016-05-13 21:04:07 2016-05-25 07:34:26 DRF DRL DRU FWW GRE LEX MGE SCL SCM SCU STE WLW
## 107 2016_107 12 805 2016-05-17 01:11:00 2016-06-22 12:49:09 DRF DRL DRU FWE FWW GRE MGE MGW SCL SCM STW WLW
## 108 2016_108 4 158 2016-05-18 01:47:49 2016-05-20 01:42:33 DRF DRL DRU GRE
## 109 2016_109 11 413 2016-05-16 15:42:52 2016-06-20 16:13:15 DRF DRL DRU FIC FWW LSC MGE MGW SCL SCM WLW
## 110 2016_110 10 3044 2016-05-14 01:33:14 2016-07-02 11:20:03 BIN DRF DRL DRU FWE FWW GRE LSC SCL WLW
## 111 2016_111 5 320 2016-05-14 00:17:55 2016-05-15 12:09:48 BIN DRF DRL DRU FIC
## 112 2016_112 9 372 2016-05-18 17:04:54 2016-05-23 07:40:56 BIN BLE DRF DRL DRU FWW GRE SCL WLW
## 113 2016_113 7 619 2016-05-20 01:41:02 2016-06-28 05:22:53 BIN DRF DRL DRU GRE SCL WLW
## 114 2016_114 11 513 2016-05-17 15:07:06 2016-06-16 07:15:52 DRF DRL DRU FWW GRE LEX MGE SCL SCM SCU STE
## 115 2016_115 15 382 2016-05-12 19:28:44 2016-05-25 21:02:51 DRF DRL DRU FWE GRE LEX LSC MGE SBI SBO SCL SCM SCU STW WLW
## 116 2016_116 5 282 2016-05-12 15:42:01 2016-05-15 10:52:24 DRF DRL DRU FIC LSC
## 117 2016_117 5 586 2016-05-18 00:15:41 2016-05-30 12:04:33 DRF DRL DRU GRE LSC
## 118 2016_118 10 759 2016-05-12 15:41:13 2016-06-28 20:51:05 CHN DRF DRL DRU FWE FWW GRE LSC SCL WLW
## 119 2016_119 17 535 2016-05-13 16:46:21 2016-06-12 02:16:13 BBW BIN DRF DRL DRU FWE GRE IGN MCK MGW PRS SBO SCL SCU STW THB WLW
## 120 2016_120 12 788 2016-05-18 01:45:49 2016-06-04 06:00:18 DRF DRL DRU FIC FWE GRE MGE SCL SCM SCU STW WLW
## 121 2016_121 12 1423 2016-05-12 15:45:08 2016-06-27 16:07:56 DRF DRL DRU FWE FWW GRE MGE MGW SCL SCM STW WLW
## 122 2016_122 5 146 2016-05-19 02:25:13 2016-05-20 09:02:25 BIN DRF DRL DRU GRE
## 123 2016_123 9 700 2016-05-18 16:46:09 2016-06-04 12:52:53 BIN DRF DRL DRU FIC FWE FWW SCL WLW
## 124 2016_124 5 523 2016-05-16 15:33:46 2016-05-21 16:59:55 DRF DRL DRU FIC GRE
## 125 2016_125 9 977 2016-05-12 15:43:07 2016-06-26 06:50:59 DRF DRL DRU FWE FWW GRE LSC SCL WLW
## 126 2017_01 0 0 <NA> <NA> <NA>
## 127 2017_02 0 0 <NA> <NA> <NA>
## 128 2017_03 0 0 <NA> <NA> <NA>
## 129 2017_04 0 0 <NA> <NA> <NA>
## 130 2017_05 0 0 <NA> <NA> <NA>
## 131 2017_06 0 0 <NA> <NA> <NA>
## 132 2017_07 0 0 <NA> <NA> <NA>
## 133 2017_08 0 0 <NA> <NA> <NA>
## 134 2017_09 0 0 <NA> <NA> <NA>
## 135 2017_10 0 0 <NA> <NA> <NA>
## 136 2017_100 0 0 <NA> <NA> <NA>
## 137 2017_101 0 0 <NA> <NA> <NA>
## 138 2017_102 0 0 <NA> <NA> <NA>
## 139 2017_103 0 0 <NA> <NA> <NA>
## 140 2017_104 0 0 <NA> <NA> <NA>
## 141 2017_105 0 0 <NA> <NA> <NA>
## 142 2017_106 0 0 <NA> <NA> <NA>
## 143 2017_107 0 0 <NA> <NA> <NA>
## 144 2017_108 0 0 <NA> <NA> <NA>
## 145 2017_109 0 0 <NA> <NA> <NA>
## 146 2017_11 0 0 <NA> <NA> <NA>
## 147 2017_110 0 0 <NA> <NA> <NA>
## 148 2017_111 0 0 <NA> <NA> <NA>
## 149 2017_112 0 0 <NA> <NA> <NA>
## 150 2017_113 0 0 <NA> <NA> <NA>
## 151 2017_114 0 0 <NA> <NA> <NA>
## 152 2017_115 0 0 <NA> <NA> <NA>
## 153 2017_116 0 0 <NA> <NA> <NA>
## 154 2017_117 0 0 <NA> <NA> <NA>
## 155 2017_118 0 0 <NA> <NA> <NA>
## 156 2017_119 0 0 <NA> <NA> <NA>
## 157 2017_12 0 0 <NA> <NA> <NA>
## 158 2017_120 0 0 <NA> <NA> <NA>
## 159 2017_121 0 0 <NA> <NA> <NA>
## 160 2017_122 0 0 <NA> <NA> <NA>
## 161 2017_123 0 0 <NA> <NA> <NA>
## 162 2017_124 0 0 <NA> <NA> <NA>
## 163 2017_125 0 0 <NA> <NA> <NA>
## 164 2017_126 0 0 <NA> <NA> <NA>
## 165 2017_127 0 0 <NA> <NA> <NA>
## 166 2017_128 0 0 <NA> <NA> <NA>
## 167 2017_129 0 0 <NA> <NA> <NA>
## 168 2017_13 0 0 <NA> <NA> <NA>
## 169 2017_130 0 0 <NA> <NA> <NA>
## 170 2017_131 0 0 <NA> <NA> <NA>
## 171 2017_132 0 0 <NA> <NA> <NA>
## 172 2017_133 0 0 <NA> <NA> <NA>
## 173 2017_134 0 0 <NA> <NA> <NA>
## 174 2017_135 0 0 <NA> <NA> <NA>
## 175 2017_136 0 0 <NA> <NA> <NA>
## 176 2017_137 0 0 <NA> <NA> <NA>
## 177 2017_138 0 0 <NA> <NA> <NA>
## 178 2017_139 0 0 <NA> <NA> <NA>
## 179 2017_14 0 0 <NA> <NA> <NA>
## 180 2017_140 0 0 <NA> <NA> <NA>
## 181 2017_141 0 0 <NA> <NA> <NA>
## 182 2017_142 0 0 <NA> <NA> <NA>
## 183 2017_143 0 0 <NA> <NA> <NA>
## 184 2017_144 0 0 <NA> <NA> <NA>
## 185 2017_145 0 0 <NA> <NA> <NA>
## 186 2017_146 0 0 <NA> <NA> <NA>
## 187 2017_147 0 0 <NA> <NA> <NA>
## 188 2017_15 0 0 <NA> <NA> <NA>
## 189 2017_16 0 0 <NA> <NA> <NA>
## 190 2017_17 0 0 <NA> <NA> <NA>
## 191 2017_18 0 0 <NA> <NA> <NA>
## 192 2017_19 0 0 <NA> <NA> <NA>
## 193 2017_20 0 0 <NA> <NA> <NA>
## 194 2017_21 0 0 <NA> <NA> <NA>
## 195 2017_22 0 0 <NA> <NA> <NA>
## 196 2017_23 0 0 <NA> <NA> <NA>
## 197 2017_24 0 0 <NA> <NA> <NA>
## 198 2017_25 0 0 <NA> <NA> <NA>
## 199 2017_26 0 0 <NA> <NA> <NA>
## 200 2017_27 0 0 <NA> <NA> <NA>
## 201 2017_28 0 0 <NA> <NA> <NA>
## 202 2017_29 0 0 <NA> <NA> <NA>
## 203 2017_30 0 0 <NA> <NA> <NA>
## 204 2017_31 0 0 <NA> <NA> <NA>
## 205 2017_32 0 0 <NA> <NA> <NA>
## 206 2017_33 0 0 <NA> <NA> <NA>
## 207 2017_34 0 0 <NA> <NA> <NA>
## 208 2017_35 0 0 <NA> <NA> <NA>
## 209 2017_36 0 0 <NA> <NA> <NA>
## 210 2017_37 0 0 <NA> <NA> <NA>
## 211 2017_38 0 0 <NA> <NA> <NA>
## 212 2017_39 0 0 <NA> <NA> <NA>
## 213 2017_40 0 0 <NA> <NA> <NA>
## 214 2017_41 0 0 <NA> <NA> <NA>
## 215 2017_42 0 0 <NA> <NA> <NA>
## 216 2017_43 0 0 <NA> <NA> <NA>
## 217 2017_44 0 0 <NA> <NA> <NA>
## 218 2017_45 0 0 <NA> <NA> <NA>
## 219 2017_46 0 0 <NA> <NA> <NA>
## 220 2017_47 0 0 <NA> <NA> <NA>
## 221 2017_48 0 0 <NA> <NA> <NA>
## 222 2017_49 0 0 <NA> <NA> <NA>
## 223 2017_50 0 0 <NA> <NA> <NA>
## 224 2017_51 0 0 <NA> <NA> <NA>
## 225 2017_52 0 0 <NA> <NA> <NA>
## 226 2017_53 0 0 <NA> <NA> <NA>
## 227 2017_54 0 0 <NA> <NA> <NA>
## 228 2017_55 0 0 <NA> <NA> <NA>
## 229 2017_56 0 0 <NA> <NA> <NA>
## 230 2017_57 0 0 <NA> <NA> <NA>
## 231 2017_58 0 0 <NA> <NA> <NA>
## 232 2017_59 0 0 <NA> <NA> <NA>
## 233 2017_60 0 0 <NA> <NA> <NA>
## 234 2017_61 0 0 <NA> <NA> <NA>
## 235 2017_62 0 0 <NA> <NA> <NA>
## 236 2017_63 0 0 <NA> <NA> <NA>
## 237 2017_64 0 0 <NA> <NA> <NA>
## 238 2017_65 0 0 <NA> <NA> <NA>
## 239 2017_66 0 0 <NA> <NA> <NA>
## 240 2017_67 0 0 <NA> <NA> <NA>
## 241 2017_68 0 0 <NA> <NA> <NA>
## 242 2017_69 0 0 <NA> <NA> <NA>
## 243 2017_70 0 0 <NA> <NA> <NA>
## 244 2017_71 0 0 <NA> <NA> <NA>
## 245 2017_72 0 0 <NA> <NA> <NA>
## 246 2017_73 0 0 <NA> <NA> <NA>
## 247 2017_74 0 0 <NA> <NA> <NA>
## 248 2017_75 0 0 <NA> <NA> <NA>
## 249 2017_76 0 0 <NA> <NA> <NA>
## 250 2017_77 0 0 <NA> <NA> <NA>
## 251 2017_78 0 0 <NA> <NA> <NA>
## 252 2017_79 0 0 <NA> <NA> <NA>
## 253 2017_80 0 0 <NA> <NA> <NA>
## 254 2017_81 0 0 <NA> <NA> <NA>
## 255 2017_82 0 0 <NA> <NA> <NA>
## 256 2017_83 0 0 <NA> <NA> <NA>
## 257 2017_84 0 0 <NA> <NA> <NA>
## 258 2017_85 0 0 <NA> <NA> <NA>
## 259 2017_86 0 0 <NA> <NA> <NA>
## 260 2017_87 0 0 <NA> <NA> <NA>
## 261 2017_88 0 0 <NA> <NA> <NA>
## 262 2017_89 0 0 <NA> <NA> <NA>
## 263 2017_90 0 0 <NA> <NA> <NA>
## 264 2017_901 0 0 <NA> <NA> <NA>
## 265 2017_902 0 0 <NA> <NA> <NA>
## 266 2017_903 0 0 <NA> <NA> <NA>
## 267 2017_904 0 0 <NA> <NA> <NA>
## 268 2017_905 0 0 <NA> <NA> <NA>
## 269 2017_906 0 0 <NA> <NA> <NA>
## 270 2017_91 0 0 <NA> <NA> <NA>
## 271 2017_92 0 0 <NA> <NA> <NA>
## 272 2017_93 0 0 <NA> <NA> <NA>
## 273 2017_94 0 0 <NA> <NA> <NA>
## 274 2017_95 0 0 <NA> <NA> <NA>
## 275 2017_96 0 0 <NA> <NA> <NA>
## 276 2017_97 0 0 <NA> <NA> <NA>
## 277 2017_98 0 0 <NA> <NA> <NA>
## 278 2017_99 0 0 <NA> <NA> <NA>Summarize detections by location
## glatos_array num_fish num_dets first_det last_det mean_lat mean_lon
## 1 ASH 0 0 <NA> <NA> 41.90021 -80.79628
## 2 BBG 0 0 <NA> <NA> 44.14585 -77.38795
## 3 BBW 2 29 2016-06-08 09:46:43 2016-06-09 03:00:44 45.77648 -84.61235
## 4 BDR 0 0 <NA> <NA> 46.61193 -90.69252
## 5 BEI 0 0 <NA> <NA> 48.60998 -88.50696
## 6 BFR 1 36 2016-05-27 01:29:53 2016-05-27 14:01:53 42.86187 -78.84887
## 7 BGC 0 0 <NA> <NA> 42.63107 -80.49544
## 8 BGO 0 0 <NA> <NA> 42.65446 -80.80268
## 9 BGS 0 0 <NA> <NA> 42.65799 -79.06001
## 10 BHE 2 140 2016-05-24 06:37:15 2016-06-02 02:34:34 42.93144 -78.94173
## 11 BIN 62 2776 2016-05-13 21:03:41 2016-06-08 10:26:29 42.34618 -82.99132
## 12 BLE 2 105 2016-05-23 07:11:23 2016-06-28 08:27:17 42.71830 -82.49716
## 13 BLK 1 10 2016-05-23 02:10:54 2016-05-23 03:11:00 42.99000 -82.44566
## 14 BLP 0 0 <NA> <NA> 48.42090 -88.51538
## 15 BOB 0 0 <NA> <NA> 42.36572 -79.55270
## 16 BPC 0 0 <NA> <NA> 41.67040 -83.06625
## 17 BRS 0 0 <NA> <NA> 42.42135 -79.44898
## 18 BSR 0 0 <NA> <NA> 48.83469 -88.40536
## 19 CBA 0 0 <NA> <NA> 42.03391 -81.55937
## 20 CBG 0 0 <NA> <NA> 42.04329 -81.48534
## 21 CCM 0 0 <NA> <NA> 42.01054 -82.77921
## 22 CHM 0 0 <NA> <NA> 42.58522 -82.53455
## 23 CHN 9 417 2016-05-17 04:50:45 2016-07-01 14:29:11 42.58001 -82.46710
## 24 CLM 0 0 <NA> <NA> 43.22963 -86.33411
## 25 CLN 0 0 <NA> <NA> 42.59315 -82.80839
## 26 CML 0 0 <NA> <NA> 43.23178 -86.32768
## 27 CND 0 0 <NA> <NA> 42.47471 -79.36508
## 28 CNE 0 0 <NA> <NA> 41.66805 -83.05080
## 29 CNN 0 0 <NA> <NA> 41.95900 -80.54152
## 30 CNW 0 0 <NA> <NA> 44.06596 -76.95052
## 31 COP 0 0 <NA> <NA> 48.54560 -88.54494
## 32 CRB 0 0 <NA> <NA> 41.64556 -83.00606
## 33 CRC 0 0 <NA> <NA> 41.62252 -83.21189
## 34 CRK 0 0 <NA> <NA> 41.99948 -80.42889
## 35 CRM 0 0 <NA> <NA> 42.15845 -83.10937
## 36 CRN 0 0 <NA> <NA> 41.67799 -83.09968
## 37 CTF 0 0 <NA> <NA> 42.66201 -81.02251
## 38 CTT 0 0 <NA> <NA> 42.54000 -78.97784
## 39 DBG 0 0 <NA> <NA> 44.17310 -77.08820
## 40 DCK 0 0 <NA> <NA> 46.35952 -84.13234
## 41 DLW 0 0 <NA> <NA> 42.64347 -79.06239
## 42 DRF 123 3950 2016-05-13 08:25:26 2016-06-15 06:04:15 42.21756 -83.12886
## 43 DRL 125 11262 2016-05-12 15:29:24 2016-05-26 05:55:25 42.09385 -83.14594
## 44 DRU 122 9893 2016-05-13 20:51:51 2016-06-14 19:51:05 42.34874 -82.94388
## 45 DTR 0 0 <NA> <NA> 45.98384 -83.88611
## 46 DUN 1 10 2016-06-12 12:56:08 2016-06-12 18:45:16 42.66704 -79.41834
## 47 EBA 0 0 <NA> <NA> 42.34165 -80.25819
## 48 EBP 0 0 <NA> <NA> 42.72130 -80.07050
## 49 EDI 0 0 <NA> <NA> 48.40913 -88.65187
## 50 EVB 0 0 <NA> <NA> 42.65783 -79.08385
## 51 FDT 0 0 <NA> <NA> 45.93390 -83.48960
## 52 FIC 41 8114 2016-05-13 08:53:24 2016-05-27 08:19:27 42.23050 -83.10933
## 53 FMP 0 0 <NA> <NA> 45.50334 -83.90361
## 54 FOX 0 0 <NA> <NA> 44.50253 -88.02479
## 55 FRS 0 0 <NA> <NA> 42.67879 -80.36819
## 56 FWE 56 7415 2016-05-16 02:46:07 2016-07-12 01:57:28 42.69818 -82.48848
## 57 FWW 66 1491 2016-05-16 03:33:30 2016-07-05 00:48:58 42.70013 -82.49760
## 58 GBD 2 79 2016-06-13 19:59:36 2016-06-17 06:01:38 43.33335 -81.79873
## 59 GEP 0 0 <NA> <NA> 48.49477 -88.61830
## 60 GNR 0 0 <NA> <NA> 44.04690 -77.06093
## 61 GRE 83 23113 2016-05-13 09:29:43 2016-07-31 23:56:09 42.22392 -83.12997
## 62 GRN 0 0 <NA> <NA> 41.74554 -81.21268
## 63 GRO 1 5 2016-06-06 03:46:25 2016-06-06 04:17:47 42.64825 -79.91683
## 64 GRW 6 84 2016-05-14 02:11:07 2016-06-15 01:26:53 42.21902 -83.13803
## 65 HBB 1 30 2016-05-29 04:44:55 2016-06-07 06:11:38 43.18483 -82.12256
## 66 HBC 0 0 <NA> <NA> 43.88007 -82.60216
## 67 HBY 0 0 <NA> <NA> 44.13580 -77.00820
## 68 HCI 0 0 <NA> <NA> 41.75142 -82.81034
## 69 HH1 0 0 <NA> <NA> 43.30556 -79.82056
## 70 HH10 0 0 <NA> <NA> 43.26856 -79.78150
## 71 HH12 0 0 <NA> <NA> 43.30048 -79.80591
## 72 HH13 0 0 <NA> <NA> 43.29686 -79.80135
## 73 HH14 0 0 <NA> <NA> 43.28466 -79.87537
## 74 HH15 0 0 <NA> <NA> 43.29361 -79.85564
## 75 HH17 0 0 <NA> <NA> 43.29462 -79.82189
## 76 HH18 0 0 <NA> <NA> 43.27250 -79.87839
## 77 HH19 0 0 <NA> <NA> 43.27780 -79.85213
## 78 HH2 0 0 <NA> <NA> 43.28639 -79.79694
## 79 HH21 0 0 <NA> <NA> 43.28532 -79.82618
## 80 HH22 0 0 <NA> <NA> 43.30178 -79.79097
## 81 HH23 0 0 <NA> <NA> 43.28511 -79.86800
## 82 HH25 0 0 <NA> <NA> 43.30979 -79.81135
## 83 HH27 0 0 <NA> <NA> 43.27917 -79.87444
## 84 HH28 0 0 <NA> <NA> 43.27582 -79.88266
## 85 HH29 0 0 <NA> <NA> 43.28943 -79.88732
## 86 HH3 0 0 <NA> <NA> 43.29444 -79.79972
## 87 HH30 0 0 <NA> <NA> 43.27186 -79.92519
## 88 HH31 0 0 <NA> <NA> 43.27369 -79.90082
## 89 HH32 0 0 <NA> <NA> 43.28000 -79.89494
## 90 HH33 0 0 <NA> <NA> 43.29208 -79.88405
## 91 HH34 0 0 <NA> <NA> 43.27164 -79.80792
## 92 HH35 0 0 <NA> <NA> 43.26228 -79.77238
## 93 HH4 0 0 <NA> <NA> 43.28806 -79.83556
## 94 HH5 0 0 <NA> <NA> 43.28111 -79.86472
## 95 HH6 0 0 <NA> <NA> 43.30666 -79.80714
## 96 HH7 0 0 <NA> <NA> 43.30136 -79.84010
## 97 HH8 0 0 <NA> <NA> 43.27515 -79.79315
## 98 HH9 0 0 <NA> <NA> 43.28036 -79.80383
## 99 HIR 0 0 <NA> <NA> 41.80690 -82.79596
## 100 HOW 0 0 <NA> <NA> 44.25280 -76.34295
## 101 HUR 0 0 <NA> <NA> 42.04533 -83.22215
## 102 HWC 0 0 <NA> <NA> 41.73768 -83.47957
## 103 IAM 0 0 <NA> <NA> 44.12207 -76.82975
## 104 IGN 1 71 2016-06-11 07:54:53 2016-06-12 02:16:13 45.85617 -84.67538
## 105 IRO 0 0 <NA> <NA> 43.92200 -76.52825
## 106 JHN 5 170 2016-05-22 13:12:27 2016-05-27 06:44:36 42.49869 -82.47186
## 107 LCI 0 0 <NA> <NA> 41.77885 -82.79550
## 108 LEX 8 1617 2016-05-18 15:27:47 2016-07-14 14:27:06 43.24038 -82.45307
## 109 LGR 2 62 2016-05-26 09:20:36 2016-06-06 05:04:47 42.93450 -79.71727
## 110 LIN 0 0 <NA> <NA> 44.19365 -76.56267
## 111 LKS 1 8 2016-06-02 03:11:16 2016-06-02 03:28:16 42.80973 -78.86965
## 112 LNR 0 0 <NA> <NA> 43.21688 -79.05664
## 113 LOC 0 0 <NA> <NA> 41.78373 -82.78736
## 114 LPC 0 0 <NA> <NA> 41.66784 -83.02451
## 115 LPL 1 454 2016-06-16 09:11:59 2016-06-19 09:43:50 42.40581 -79.89662
## 116 LRC 0 0 <NA> <NA> 46.26425 -84.18864
## 117 LRH 0 0 <NA> <NA> 44.14070 -77.06370
## 118 LSC 56 2057 2016-05-15 01:33:49 2016-06-28 20:51:05 42.46496 -82.72490
## 119 LSE 0 0 <NA> <NA> 46.77145 -84.53137
## 120 LSR 0 0 <NA> <NA> 41.38659 -83.08631
## 121 LTR 0 0 <NA> <NA> 42.32025 -82.43784
## 122 MAM 0 0 <NA> <NA> 44.15225 -76.80193
## 123 MAU 0 0 <NA> <NA> 41.62325 -83.55223
## 124 MCK 1 44 2016-06-09 08:03:40 2016-06-11 03:33:43 45.80894 -84.76145
## 125 MCL 0 0 <NA> <NA> 44.06120 -77.58020
## 126 MDI 0 0 <NA> <NA> 43.91643 -76.62433
## 127 MEN 0 0 <NA> <NA> 45.09966 -87.61570
## 128 MGE 55 7150 2016-05-16 21:51:29 2016-07-15 10:34:12 42.82672 -82.47503
## 129 MGW 46 1587 2016-05-18 02:07:47 2016-07-03 08:05:07 42.82688 -82.48211
## 130 MIS 0 0 <NA> <NA> 45.90712 -83.24371
## 131 MNB 0 0 <NA> <NA> 46.32639 -84.15872
## 132 MOO 0 0 <NA> <NA> 43.92651 -76.52194
## 133 MPT 0 0 <NA> <NA> 44.14795 -77.31450
## 134 MRM 0 0 <NA> <NA> 43.25706 -86.25048
## 135 NHR 0 0 <NA> <NA> 41.84443 -82.85906
## 136 NRG 0 0 <NA> <NA> 41.66404 -82.97646
## 137 NSA 1 6 2016-06-10 06:38:12 2016-06-10 07:33:50 42.51040 -79.29858
## 138 NSO 0 0 <NA> <NA> 43.97454 -76.50212
## 139 OAM 0 0 <NA> <NA> 44.10159 -76.81417
## 140 OAR 0 0 <NA> <NA> 41.72810 -83.47304
## 141 OCO 0 0 <NA> <NA> 44.87025 -87.95353
## 142 ORO 0 0 <NA> <NA> 43.92633 -76.53555
## 143 OSC 1 9 2016-05-30 07:29:18 2016-05-30 07:52:23 44.45154 -83.23005
## 144 OTC 0 0 <NA> <NA> 41.84414 -83.41495
## 145 PBM 0 0 <NA> <NA> 44.03170 -77.67870
## 146 PES 0 0 <NA> <NA> 45.01148 -87.69788
## 147 PGR 0 0 <NA> <NA> 41.51583 -82.95911
## 148 PLC 0 0 <NA> <NA> 41.88074 -83.35376
## 149 PNE 0 0 <NA> <NA> 42.81435 -82.49729
## 150 PRS 2 21 2016-06-02 02:39:02 2016-06-07 02:45:35 44.69401 -79.48382
## 151 RCC 0 0 <NA> <NA> 41.98927 -80.48118
## 152 RND 0 0 <NA> <NA> 41.62069 -82.98977
## 153 RNO 0 0 <NA> <NA> 44.01447 -76.47318
## 154 RSO 0 0 <NA> <NA> 43.85678 -76.64341
## 155 RVR 0 0 <NA> <NA> 41.90113 -83.36182
## 156 RXO 0 0 <NA> <NA> 43.92622 -76.53798
## 157 SBI 9 872 2016-05-25 06:02:22 2016-07-06 01:58:44 44.09901 -83.38850
## 158 SBO 10 740 2016-05-25 01:02:53 2016-07-04 01:14:35 44.15249 -83.27497
## 159 SCL 95 14315 2016-05-15 11:38:18 2016-07-06 03:28:18 42.60548 -82.61713
## 160 SCM 61 1461 2016-05-16 07:57:38 2016-07-04 05:14:41 42.77465 -82.47138
## 161 SCU 32 673 2016-05-17 16:44:25 2016-06-27 04:29:31 43.00399 -82.41427
## 162 SDB 0 0 <NA> <NA> 41.47759 -82.78871
## 163 SEO 0 0 <NA> <NA> 43.84143 -76.64045
## 164 SGR 1 119 2016-06-09 14:26:32 2016-06-10 03:36:11 43.61235 -83.86096
## 165 SHH 0 0 <NA> <NA> 42.31642 -79.65578
## 166 SLR 0 0 <NA> <NA> 46.70959 -92.14607
## 167 SMS 0 0 <NA> <NA> 46.57055 -84.08540
## 168 STE 17 156 2016-05-19 07:03:01 2016-06-28 19:16:05 42.88226 -82.45969
## 169 STG 0 0 <NA> <NA> 44.71325 -83.19742
## 170 STU 1 173 2016-06-14 14:44:40 2016-06-15 15:54:46 42.76400 -79.07014
## 171 STW 48 3156 2016-05-17 04:09:04 2016-06-30 08:34:09 42.88364 -82.47231
## 172 SWC 0 0 <NA> <NA> 41.99000 -83.28389
## 173 TGN 0 0 <NA> <NA> 44.16440 -77.12360
## 174 THA 0 0 <NA> <NA> 42.31913 -82.43671
## 175 THB 4 60 2016-05-29 07:46:44 2016-06-06 22:12:45 44.96076 -83.29402
## 176 TNN 0 0 <NA> <NA> 44.11100 -77.49900
## 177 TPT 0 0 <NA> <NA> 44.08025 -77.08475
## 178 TSR 0 0 <NA> <NA> 41.62696 -83.02260
## 179 TTB 0 0 <NA> <NA> 43.38907 -83.98951
## 180 URC 0 0 <NA> <NA> 46.28643 -84.21175
## 181 VBB 0 0 <NA> <NA> 42.46317 -79.40133
## 182 WBI 0 0 <NA> <NA> 41.74936 -82.66100
## 183 WBO 0 0 <NA> <NA> 41.62797 -82.67958
## 184 WLC 0 0 <NA> <NA> 42.86847 -79.24853
## 185 WLW 85 2742 2016-05-15 23:08:42 2016-07-08 11:15:28 42.64380 -82.50960
## 186 WOL 0 0 <NA> <NA> 44.17440 -76.49440
## 187 YNG 0 0 <NA> <NA> 42.75548 -80.25840
## animals
## 1 <NA>
## 2 <NA>
## 3 2016_066 2016_119
## 4 <NA>
## 5 <NA>
## 6 2016_023
## 7 <NA>
## 8 <NA>
## 9 <NA>
## 10 2016_023 2016_095
## 11 2016_001 2016_003 2016_005 2016_006 2016_007 2016_008 2016_009 2016_010 2016_011 2016_012 2016_014 2016_015 2016_027 2016_029 2016_033 2016_034 2016_035 2016_038 2016_039 2016_040 2016_041 2016_046 2016_048 2016_049 2016_051 2016_052 2016_054 2016_055 2016_057 2016_058 2016_060 2016_065 2016_066 2016_070 2016_072 2016_075 2016_076 2016_077 2016_078 2016_079 2016_081 2016_083 2016_084 2016_086 2016_088 2016_089 2016_091 2016_092 2016_093 2016_097 2016_098 2016_102 2016_103 2016_104 2016_105 2016_110 2016_111 2016_112 2016_113 2016_119 2016_122 2016_123
## 12 2016_101 2016_112
## 13 2016_099
## 14 <NA>
## 15 <NA>
## 16 <NA>
## 17 <NA>
## 18 <NA>
## 19 <NA>
## 20 <NA>
## 21 <NA>
## 22 <NA>
## 23 2016_012 2016_017 2016_037 2016_039 2016_057 2016_073 2016_079 2016_091 2016_118
## 24 <NA>
## 25 <NA>
## 26 <NA>
## 27 <NA>
## 28 <NA>
## 29 <NA>
## 30 <NA>
## 31 <NA>
## 32 <NA>
## 33 <NA>
## 34 <NA>
## 35 <NA>
## 36 <NA>
## 37 <NA>
## 38 <NA>
## 39 <NA>
## 40 <NA>
## 41 <NA>
## 42 2016_001 2016_002 2016_003 2016_004 2016_005 2016_006 2016_007 2016_008 2016_009 2016_010 2016_011 2016_012 2016_013 2016_014 2016_015 2016_016 2016_017 2016_018 2016_019 2016_020 2016_021 2016_022 2016_024 2016_025 2016_026 2016_027 2016_028 2016_029 2016_030 2016_031 2016_032 2016_033 2016_034 2016_035 2016_036 2016_037 2016_038 2016_039 2016_040 2016_041 2016_042 2016_043 2016_044 2016_045 2016_046 2016_047 2016_048 2016_049 2016_050 2016_051 2016_052 2016_053 2016_054 2016_055 2016_056 2016_057 2016_058 2016_059 2016_060 2016_061 2016_062 2016_063 2016_064 2016_065 2016_066 2016_067 2016_068 2016_069 2016_070 2016_071 2016_072 2016_073 2016_074 2016_075 2016_076 2016_077 2016_078 2016_079 2016_080 2016_081 2016_082 2016_083 2016_084 2016_085 2016_086 2016_087 2016_088 2016_089 2016_090 2016_091 2016_092 2016_093 2016_094 2016_096 2016_097 2016_098 2016_099 2016_100 2016_101 2016_102 2016_103 2016_104 2016_105 2016_106 2016_107 2016_108 2016_109 2016_110 2016_111 2016_112 2016_113 2016_114 2016_115 2016_116 2016_117 2016_118 2016_119 2016_120 2016_121 2016_122 2016_123 2016_124 2016_125
## 43 2016_001 2016_002 2016_003 2016_004 2016_005 2016_006 2016_007 2016_008 2016_009 2016_010 2016_011 2016_012 2016_013 2016_014 2016_015 2016_016 2016_017 2016_018 2016_019 2016_020 2016_021 2016_022 2016_023 2016_024 2016_025 2016_026 2016_027 2016_028 2016_029 2016_030 2016_031 2016_032 2016_033 2016_034 2016_035 2016_036 2016_037 2016_038 2016_039 2016_040 2016_041 2016_042 2016_043 2016_044 2016_045 2016_046 2016_047 2016_048 2016_049 2016_050 2016_051 2016_052 2016_053 2016_054 2016_055 2016_056 2016_057 2016_058 2016_059 2016_060 2016_061 2016_062 2016_063 2016_064 2016_065 2016_066 2016_067 2016_068 2016_069 2016_070 2016_071 2016_072 2016_073 2016_074 2016_075 2016_076 2016_077 2016_078 2016_079 2016_080 2016_081 2016_082 2016_083 2016_084 2016_085 2016_086 2016_087 2016_088 2016_089 2016_090 2016_091 2016_092 2016_093 2016_094 2016_095 2016_096 2016_097 2016_098 2016_099 2016_100 2016_101 2016_102 2016_103 2016_104 2016_105 2016_106 2016_107 2016_108 2016_109 2016_110 2016_111 2016_112 2016_113 2016_114 2016_115 2016_116 2016_117 2016_118 2016_119 2016_120 2016_121 2016_122 2016_123 2016_124 2016_125
## 44 2016_001 2016_002 2016_003 2016_004 2016_005 2016_006 2016_007 2016_008 2016_009 2016_010 2016_011 2016_012 2016_013 2016_014 2016_015 2016_016 2016_017 2016_018 2016_020 2016_021 2016_022 2016_024 2016_025 2016_026 2016_027 2016_028 2016_029 2016_030 2016_031 2016_032 2016_033 2016_034 2016_035 2016_036 2016_037 2016_038 2016_039 2016_040 2016_041 2016_042 2016_043 2016_044 2016_045 2016_046 2016_047 2016_048 2016_049 2016_050 2016_051 2016_052 2016_053 2016_054 2016_055 2016_056 2016_057 2016_058 2016_059 2016_060 2016_061 2016_062 2016_063 2016_064 2016_065 2016_066 2016_067 2016_068 2016_069 2016_070 2016_071 2016_072 2016_073 2016_074 2016_075 2016_076 2016_077 2016_078 2016_079 2016_080 2016_081 2016_082 2016_083 2016_084 2016_085 2016_086 2016_087 2016_088 2016_089 2016_090 2016_091 2016_092 2016_093 2016_094 2016_096 2016_097 2016_098 2016_099 2016_100 2016_101 2016_102 2016_103 2016_104 2016_105 2016_106 2016_107 2016_108 2016_109 2016_110 2016_111 2016_112 2016_113 2016_114 2016_115 2016_116 2016_117 2016_118 2016_119 2016_120 2016_121 2016_122 2016_123 2016_124 2016_125
## 45 <NA>
## 46 2016_095
## 47 <NA>
## 48 <NA>
## 49 <NA>
## 50 <NA>
## 51 <NA>
## 52 2016_001 2016_003 2016_009 2016_011 2016_012 2016_018 2016_020 2016_024 2016_026 2016_032 2016_033 2016_034 2016_035 2016_036 2016_040 2016_042 2016_043 2016_045 2016_047 2016_048 2016_051 2016_052 2016_054 2016_073 2016_075 2016_078 2016_079 2016_080 2016_084 2016_090 2016_092 2016_093 2016_097 2016_098 2016_100 2016_109 2016_111 2016_116 2016_120 2016_123 2016_124
## 53 <NA>
## 54 <NA>
## 55 <NA>
## 56 2016_001 2016_002 2016_003 2016_005 2016_006 2016_008 2016_009 2016_014 2016_015 2016_017 2016_020 2016_027 2016_035 2016_037 2016_039 2016_043 2016_047 2016_049 2016_054 2016_055 2016_056 2016_062 2016_063 2016_065 2016_067 2016_068 2016_069 2016_070 2016_071 2016_073 2016_076 2016_077 2016_078 2016_079 2016_081 2016_083 2016_087 2016_088 2016_090 2016_091 2016_093 2016_097 2016_099 2016_101 2016_102 2016_103 2016_104 2016_107 2016_110 2016_115 2016_118 2016_119 2016_120 2016_121 2016_123 2016_125
## 57 2016_001 2016_002 2016_005 2016_006 2016_007 2016_008 2016_010 2016_015 2016_017 2016_020 2016_024 2016_026 2016_027 2016_028 2016_029 2016_030 2016_031 2016_033 2016_034 2016_039 2016_041 2016_043 2016_044 2016_045 2016_046 2016_047 2016_049 2016_055 2016_056 2016_057 2016_058 2016_059 2016_060 2016_061 2016_063 2016_064 2016_065 2016_066 2016_067 2016_070 2016_072 2016_074 2016_075 2016_076 2016_077 2016_083 2016_084 2016_086 2016_088 2016_091 2016_092 2016_093 2016_094 2016_101 2016_102 2016_103 2016_106 2016_107 2016_109 2016_110 2016_112 2016_114 2016_118 2016_121 2016_123 2016_125
## 58 2016_027 2016_069
## 59 <NA>
## 60 <NA>
## 61 2016_002 2016_004 2016_005 2016_006 2016_007 2016_008 2016_010 2016_013 2016_014 2016_015 2016_016 2016_017 2016_019 2016_021 2016_022 2016_025 2016_027 2016_028 2016_030 2016_031 2016_037 2016_038 2016_039 2016_041 2016_044 2016_046 2016_049 2016_050 2016_055 2016_056 2016_057 2016_058 2016_059 2016_060 2016_061 2016_062 2016_063 2016_064 2016_065 2016_066 2016_067 2016_068 2016_069 2016_070 2016_071 2016_072 2016_074 2016_076 2016_077 2016_080 2016_081 2016_082 2016_083 2016_085 2016_086 2016_087 2016_088 2016_089 2016_094 2016_096 2016_098 2016_099 2016_101 2016_102 2016_103 2016_104 2016_105 2016_106 2016_107 2016_108 2016_110 2016_112 2016_113 2016_114 2016_115 2016_117 2016_118 2016_119 2016_120 2016_121 2016_122 2016_124 2016_125
## 62 <NA>
## 63 2016_023
## 64 2016_017 2016_022 2016_029 2016_053 2016_091 2016_098
## 65 2016_009
## 66 <NA>
## 67 <NA>
## 68 <NA>
## 69 <NA>
## 70 <NA>
## 71 <NA>
## 72 <NA>
## 73 <NA>
## 74 <NA>
## 75 <NA>
## 76 <NA>
## 77 <NA>
## 78 <NA>
## 79 <NA>
## 80 <NA>
## 81 <NA>
## 82 <NA>
## 83 <NA>
## 84 <NA>
## 85 <NA>
## 86 <NA>
## 87 <NA>
## 88 <NA>
## 89 <NA>
## 90 <NA>
## 91 <NA>
## 92 <NA>
## 93 <NA>
## 94 <NA>
## 95 <NA>
## 96 <NA>
## 97 <NA>
## 98 <NA>
## 99 <NA>
## 100 <NA>
## 101 <NA>
## 102 <NA>
## 103 <NA>
## 104 2016_119
## 105 <NA>
## 106 2016_012 2016_017 2016_037 2016_039 2016_091
## 107 <NA>
## 108 2016_027 2016_052 2016_059 2016_069 2016_074 2016_106 2016_114 2016_115
## 109 2016_023 2016_095
## 110 <NA>
## 111 2016_095
## 112 <NA>
## 113 <NA>
## 114 <NA>
## 115 2016_023
## 116 <NA>
## 117 <NA>
## 118 2016_001 2016_003 2016_005 2016_007 2016_008 2016_009 2016_010 2016_018 2016_020 2016_024 2016_026 2016_027 2016_029 2016_032 2016_033 2016_034 2016_035 2016_037 2016_038 2016_040 2016_041 2016_046 2016_048 2016_053 2016_057 2016_058 2016_059 2016_060 2016_061 2016_062 2016_064 2016_066 2016_067 2016_070 2016_071 2016_072 2016_074 2016_075 2016_078 2016_084 2016_090 2016_094 2016_096 2016_097 2016_099 2016_100 2016_101 2016_103 2016_105 2016_109 2016_110 2016_115 2016_116 2016_117 2016_118 2016_125
## 119 <NA>
## 120 <NA>
## 121 <NA>
## 122 <NA>
## 123 <NA>
## 124 2016_119
## 125 <NA>
## 126 <NA>
## 127 <NA>
## 128 2016_002 2016_003 2016_005 2016_008 2016_009 2016_014 2016_017 2016_024 2016_026 2016_027 2016_028 2016_029 2016_030 2016_031 2016_033 2016_041 2016_043 2016_044 2016_045 2016_047 2016_049 2016_052 2016_055 2016_056 2016_057 2016_059 2016_063 2016_064 2016_066 2016_067 2016_068 2016_069 2016_070 2016_072 2016_074 2016_075 2016_076 2016_078 2016_081 2016_084 2016_087 2016_088 2016_090 2016_092 2016_097 2016_101 2016_102 2016_104 2016_106 2016_107 2016_109 2016_114 2016_115 2016_120 2016_121
## 129 2016_002 2016_003 2016_004 2016_005 2016_007 2016_008 2016_014 2016_017 2016_020 2016_024 2016_027 2016_028 2016_029 2016_030 2016_033 2016_034 2016_035 2016_041 2016_043 2016_045 2016_047 2016_052 2016_055 2016_058 2016_060 2016_063 2016_064 2016_066 2016_067 2016_070 2016_071 2016_075 2016_076 2016_078 2016_081 2016_083 2016_084 2016_087 2016_094 2016_098 2016_101 2016_102 2016_107 2016_109 2016_119 2016_121
## 130 <NA>
## 131 <NA>
## 132 <NA>
## 133 <NA>
## 134 <NA>
## 135 <NA>
## 136 <NA>
## 137 2016_095
## 138 <NA>
## 139 <NA>
## 140 <NA>
## 141 <NA>
## 142 <NA>
## 143 2016_068
## 144 <NA>
## 145 <NA>
## 146 <NA>
## 147 <NA>
## 148 <NA>
## 149 <NA>
## 150 2016_031 2016_119
## 151 <NA>
## 152 <NA>
## 153 <NA>
## 154 <NA>
## 155 <NA>
## 156 <NA>
## 157 2016_004 2016_058 2016_066 2016_071 2016_087 2016_092 2016_099 2016_104 2016_115
## 158 2016_004 2016_031 2016_066 2016_087 2016_090 2016_092 2016_099 2016_104 2016_115 2016_119
## 159 2016_001 2016_002 2016_003 2016_004 2016_005 2016_006 2016_007 2016_008 2016_009 2016_010 2016_014 2016_015 2016_017 2016_020 2016_024 2016_026 2016_027 2016_028 2016_029 2016_030 2016_031 2016_033 2016_034 2016_035 2016_037 2016_039 2016_041 2016_043 2016_044 2016_045 2016_046 2016_047 2016_048 2016_049 2016_050 2016_052 2016_054 2016_055 2016_056 2016_057 2016_058 2016_059 2016_060 2016_061 2016_062 2016_063 2016_064 2016_065 2016_066 2016_067 2016_068 2016_069 2016_070 2016_071 2016_072 2016_074 2016_075 2016_076 2016_077 2016_078 2016_079 2016_081 2016_083 2016_084 2016_086 2016_087 2016_088 2016_089 2016_090 2016_091 2016_092 2016_093 2016_094 2016_097 2016_098 2016_099 2016_101 2016_102 2016_103 2016_104 2016_105 2016_106 2016_107 2016_109 2016_110 2016_112 2016_113 2016_114 2016_115 2016_118 2016_119 2016_120 2016_121 2016_123 2016_125
## 160 2016_001 2016_003 2016_005 2016_006 2016_007 2016_008 2016_014 2016_015 2016_017 2016_020 2016_024 2016_026 2016_029 2016_030 2016_031 2016_033 2016_035 2016_039 2016_041 2016_043 2016_044 2016_045 2016_047 2016_049 2016_054 2016_055 2016_056 2016_057 2016_059 2016_060 2016_062 2016_063 2016_064 2016_066 2016_067 2016_069 2016_070 2016_071 2016_072 2016_074 2016_075 2016_076 2016_078 2016_083 2016_084 2016_088 2016_090 2016_092 2016_093 2016_094 2016_097 2016_098 2016_101 2016_102 2016_106 2016_107 2016_109 2016_114 2016_115 2016_120 2016_121
## 161 2016_004 2016_009 2016_014 2016_027 2016_031 2016_034 2016_052 2016_055 2016_056 2016_058 2016_059 2016_066 2016_068 2016_069 2016_071 2016_072 2016_074 2016_075 2016_076 2016_081 2016_087 2016_090 2016_092 2016_094 2016_097 2016_098 2016_104 2016_106 2016_114 2016_115 2016_119 2016_120
## 162 <NA>
## 163 <NA>
## 164 2016_052
## 165 <NA>
## 166 <NA>
## 167 <NA>
## 168 2016_002 2016_009 2016_017 2016_026 2016_028 2016_031 2016_041 2016_047 2016_049 2016_068 2016_076 2016_088 2016_090 2016_099 2016_102 2016_106 2016_114
## 169 <NA>
## 170 2016_095
## 171 2016_003 2016_004 2016_005 2016_014 2016_020 2016_024 2016_026 2016_027 2016_029 2016_030 2016_034 2016_041 2016_043 2016_044 2016_045 2016_047 2016_049 2016_052 2016_055 2016_056 2016_057 2016_058 2016_059 2016_060 2016_063 2016_066 2016_067 2016_069 2016_070 2016_071 2016_072 2016_074 2016_075 2016_076 2016_081 2016_083 2016_088 2016_092 2016_094 2016_097 2016_098 2016_101 2016_102 2016_107 2016_115 2016_119 2016_120 2016_121
## 172 <NA>
## 173 <NA>
## 174 <NA>
## 175 2016_058 2016_066 2016_068 2016_119
## 176 <NA>
## 177 <NA>
## 178 <NA>
## 179 <NA>
## 180 <NA>
## 181 <NA>
## 182 <NA>
## 183 <NA>
## 184 <NA>
## 185 2016_001 2016_002 2016_003 2016_004 2016_005 2016_006 2016_007 2016_008 2016_009 2016_010 2016_012 2016_014 2016_015 2016_017 2016_020 2016_024 2016_026 2016_027 2016_028 2016_029 2016_030 2016_031 2016_034 2016_035 2016_037 2016_039 2016_041 2016_043 2016_044 2016_045 2016_046 2016_047 2016_049 2016_054 2016_055 2016_056 2016_057 2016_058 2016_059 2016_060 2016_061 2016_062 2016_063 2016_064 2016_065 2016_066 2016_067 2016_068 2016_069 2016_070 2016_071 2016_072 2016_073 2016_074 2016_076 2016_077 2016_078 2016_079 2016_081 2016_083 2016_084 2016_086 2016_087 2016_088 2016_091 2016_092 2016_093 2016_098 2016_099 2016_102 2016_103 2016_105 2016_106 2016_107 2016_109 2016_110 2016_112 2016_113 2016_115 2016_118 2016_119 2016_120 2016_121 2016_123 2016_125
## 186 <NA>
## 187 <NA>Define detection “events”
## The event filter identified 4080 distinct events in 106682 detections.## animal_id detection_timestamp_utc glatos_array station_no transmitter_codespace transmitter_id sensor_value sensor_unit deploy_lat deploy_long receiver_sn tag_type tag_model tag_serial_number common_name_e capture_location length weight sex release_group release_location release_latitude release_longitude utc_release_date_time glatos_project_transmitter glatos_project_receiver glatos_tag_recovered glatos_caught_date station min_lag passed_filter time_diff arrive depart event
## 1 2016_001 2016-05-18 01:27:56 DRL 13 A69-1601 40148 NA <NA> 42.07970 -83.11797 119364 acoustic V8-4x 1229538 Sea lamprey Ocqueoc Cheboygan 0.465 0.226 F 2016_04 Amhurstburg Channel of Detroit River 42.07943 -83.11865 2016-05-17 14:59:00 HECSL HECST No <NA> DRL-013 1338 1 NA 1 0 1
## 2 2016_001 2016-05-18 01:50:14 DRL 13 A69-1601 40148 NA <NA> 42.07970 -83.11797 119364 acoustic V8-4x 1229538 Sea lamprey Ocqueoc Cheboygan 0.465 0.226 F 2016_04 Amhurstburg Channel of Detroit River 42.07943 -83.11865 2016-05-17 14:59:00 HECSL HECST No <NA> DRL-013 176 1 1338 0 0 1
## 3 2016_001 2016-05-18 01:50:14 DRL 11 A69-1601 40148 NA <NA> 42.08589 -83.11760 122264 acoustic V8-4x 1229538 Sea lamprey Ocqueoc Cheboygan 0.465 0.226 F 2016_04 Amhurstburg Channel of Detroit River 42.07943 -83.11865 2016-05-17 14:59:00 HECSL HECST No <NA> DRL-011 1489 1 0 0 0 1
## 4 2016_001 2016-05-18 01:53:10 DRL 13 A69-1601 40148 NA <NA> 42.07970 -83.11797 119364 acoustic V8-4x 1229538 Sea lamprey Ocqueoc Cheboygan 0.465 0.226 F 2016_04 Amhurstburg Channel of Detroit River 42.07943 -83.11865 2016-05-17 14:59:00 HECSL HECST No <NA> DRL-013 128 1 176 0 0 1
## 5 2016_001 2016-05-18 01:55:18 DRL 13 A69-1601 40148 NA <NA> 42.07970 -83.11797 119364 acoustic V8-4x 1229538 Sea lamprey Ocqueoc Cheboygan 0.465 0.226 F 2016_04 Amhurstburg Channel of Detroit River 42.07943 -83.11865 2016-05-17 14:59:00 HECSL HECST No <NA> DRL-013 128 1 128 0 0 1
## 6 2016_001 2016-05-18 01:57:53 DRL 13 A69-1601 40148 NA <NA> 42.07970 -83.11797 119364 acoustic V8-4x 1229538 Sea lamprey Ocqueoc Cheboygan 0.465 0.226 F 2016_04 Amhurstburg Channel of Detroit River 42.07943 -83.11865 2016-05-17 14:59:00 HECSL HECST No <NA> DRL-013 155 1 155 0 0 1Compress detections into events
## The event filter distilled 106682 detections down to 4080 distinct detection events.## event animal_id location mean_latitude mean_longitude first_detection last_detection num_detections res_time_sec
## 1 1 2016_001 DRL 42.08235 -83.11781 2016-05-18 01:27:56 2016-05-18 03:53:07 49 8711
## 2 2 2016_001 DRL 42.12742 -83.11861 2016-05-18 06:58:59 2016-05-18 07:09:03 6 604
## 3 3 2016_001 FIC 42.18290 -83.11019 2016-05-18 22:42:57 2016-05-18 23:27:01 17 2644
## 4 4 2016_001 DRF 42.23010 -83.11002 2016-05-19 02:15:05 2016-05-19 02:24:15 5 550
## 5 5 2016_001 FIC 42.23200 -83.11162 2016-05-19 02:24:23 2016-05-19 02:24:23 1 0
## 6 6 2016_001 DRF 42.23010 -83.11002 2016-05-19 02:27:05 2016-05-19 02:27:05 1 0Individual movement histories
locs <- c('DRL', 'FIC', 'DRF', 'GRW', 'GRE', 'BIN', 'DRU','LSC', 'THA', 'JHN','CHN', 'SCL', 'WLW',
'FWW', 'FWE', 'BLE', 'SCM', 'MGW', 'MGE','STW', 'STE', 'BLK', 'SCU')
abacus_plot(det_events[det_events$animal_id == "2016_041", ],
location_col='glatos_array',
locations=locs,
main="animal_id = 2016_041",
type = "b", col='darkred', cex = 2)Individual movement histories
Distribution maps
Distribution maps
Animating tracks
- interpolate positions between detections (e.g., hourly, around land, etc.)
- interpolate_path
- make set of images (frames)
- make_frames
- stitch images to video
- make_video
Residence index
Relative time spent at a location
ri <- residence_index(det_events2, calculation_method = "time_interval",
time_interval_size = "1 day")
ri## animal_id days_detected total_days residency_index location mean_latitude mean_longitude
## 1 2016_001 0 12 0.00000000 BBW 45.77582 -84.61310
## 2 2016_001 0 12 0.00000000 BFR 42.86173 -78.84803
## 3 2016_001 0 12 0.00000000 BHE 42.87251 -78.91030
## 4 2016_001 1 12 0.08333333 BIN 42.34490 -82.99053
## 5 2016_001 0 12 0.00000000 BLE 42.71809 -82.49722
## 6 2016_001 0 12 0.00000000 BLK 42.99111 -82.44659
## 7 2016_001 0 12 0.00000000 CHN 42.61033 -82.47659
## 8 2016_001 1 12 0.08333333 DRF 42.21756 -83.12886
## 9 2016_001 1 12 0.08333333 DRL 42.08274 -83.11846
## 10 2016_001 1 12 0.08333333 DRU 42.35483 -82.93436
## 11 2016_001 0 12 0.00000000 DUN 42.50212 -79.35815
## 12 2016_001 2 12 0.16666667 FIC 42.23223 -83.10903
## 13 2016_001 1 12 0.08333333 FWE 42.69823 -82.48843
## 14 2016_001 2 12 0.16666667 FWW 42.70022 -82.49789
## 15 2016_001 0 12 0.00000000 GBD 43.33332 -81.78406
## 16 2016_001 0 12 0.00000000 GRE 42.22389 -83.12938
## 17 2016_001 0 12 0.00000000 GRO 42.86675 -79.57433
## 18 2016_001 0 12 0.00000000 GRW 42.21902 -83.13803
## 19 2016_001 0 12 0.00000000 HBB 43.18202 -82.12013
## 20 2016_001 0 12 0.00000000 IGN 45.85712 -84.66344
## 21 2016_001 0 12 0.00000000 JHN 42.49869 -82.47186
## 22 2016_001 0 12 0.00000000 LEX 43.24039 -82.44801
## 23 2016_001 0 12 0.00000000 LGR 42.85280 -79.57850
## 24 2016_001 0 12 0.00000000 LKS 42.80973 -78.86965
## 25 2016_001 0 12 0.00000000 LPL 42.49900 -79.99068
## 26 2016_001 1 12 0.08333333 LSC 42.46868 -82.72897
## 27 2016_001 0 12 0.00000000 MCK 45.80401 -84.76414
## 28 2016_001 0 12 0.00000000 MGE 42.82680 -82.47572
## 29 2016_001 0 12 0.00000000 MGW 42.82710 -82.48243
## 30 2016_001 0 12 0.00000000 NSA 42.51040 -79.29858
## 31 2016_001 0 12 0.00000000 OSC 44.45150 -83.23010
## 32 2016_001 0 12 0.00000000 PRS 45.33398 -83.45836
## 33 2016_001 0 12 0.00000000 SBI 44.09034 -83.38077
## 34 2016_001 0 12 0.00000000 SBO 44.14804 -83.27514
## 35 2016_001 4 12 0.33333333 SCL 42.61865 -82.62531
## 36 2016_001 3 12 0.25000000 SCM 42.77434 -82.47131
## 37 2016_001 0 12 0.00000000 SCU 43.00888 -82.41459
## 38 2016_001 0 12 0.00000000 SGR 43.61235 -83.86096
## 39 2016_001 0 12 0.00000000 STE 42.88137 -82.46010
## 40 2016_001 0 12 0.00000000 STU 42.76981 -79.07225
## 41 2016_001 0 12 0.00000000 STW 42.88503 -82.47285
## 42 2016_001 0 12 0.00000000 THB 44.95015 -83.29780
## 43 2016_001 2 12 0.16666667 WLW 42.64384 -82.50991
## 44 2016_002 0 11 0.00000000 BBW 45.77582 -84.61310
## 45 2016_002 0 11 0.00000000 BFR 42.86173 -78.84803
## 46 2016_002 0 11 0.00000000 BHE 42.87251 -78.91030
## 47 2016_002 0 11 0.00000000 BIN 42.34490 -82.99053
## 48 2016_002 0 11 0.00000000 BLE 42.71809 -82.49722
## 49 2016_002 0 11 0.00000000 BLK 42.99111 -82.44659
## 50 2016_002 0 11 0.00000000 CHN 42.61033 -82.47659
## 51 2016_002 1 11 0.09090909 DRF 42.21756 -83.12886
## 52 2016_002 1 11 0.09090909 DRL 42.08274 -83.11846
## 53 2016_002 2 11 0.18181818 DRU 42.35483 -82.93436
## 54 2016_002 0 11 0.00000000 DUN 42.50212 -79.35815
## 55 2016_002 0 11 0.00000000 FIC 42.23223 -83.10903
## 56 2016_002 1 11 0.09090909 FWE 42.69823 -82.48843
## 57 2016_002 1 11 0.09090909 FWW 42.70022 -82.49789
## 58 2016_002 0 11 0.00000000 GBD 43.33332 -81.78406
## 59 2016_002 1 11 0.09090909 GRE 42.22389 -83.12938
## 60 2016_002 0 11 0.00000000 GRO 42.86675 -79.57433
## 61 2016_002 0 11 0.00000000 GRW 42.21902 -83.13803
## 62 2016_002 0 11 0.00000000 HBB 43.18202 -82.12013
## 63 2016_002 0 11 0.00000000 IGN 45.85712 -84.66344
## 64 2016_002 0 11 0.00000000 JHN 42.49869 -82.47186
## 65 2016_002 0 11 0.00000000 LEX 43.24039 -82.44801
## 66 2016_002 0 11 0.00000000 LGR 42.85280 -79.57850
## 67 2016_002 0 11 0.00000000 LKS 42.80973 -78.86965
## 68 2016_002 0 11 0.00000000 LPL 42.49900 -79.99068
## 69 2016_002 0 11 0.00000000 LSC 42.46868 -82.72897
## 70 2016_002 0 11 0.00000000 MCK 45.80401 -84.76414
## 71 2016_002 1 11 0.09090909 MGE 42.82680 -82.47572
## 72 2016_002 1 11 0.09090909 MGW 42.82710 -82.48243
## 73 2016_002 0 11 0.00000000 NSA 42.51040 -79.29858
## 74 2016_002 0 11 0.00000000 OSC 44.45150 -83.23010
## 75 2016_002 0 11 0.00000000 PRS 45.33398 -83.45836
## 76 2016_002 0 11 0.00000000 SBI 44.09034 -83.38077
## 77 2016_002 0 11 0.00000000 SBO 44.14804 -83.27514
## 78 2016_002 3 11 0.27272727 SCL 42.61865 -82.62531
## 79 2016_002 0 11 0.00000000 SCM 42.77434 -82.47131
## 80 2016_002 0 11 0.00000000 SCU 43.00888 -82.41459
## 81 2016_002 0 11 0.00000000 SGR 43.61235 -83.86096
## 82 2016_002 2 11 0.18181818 STE 42.88137 -82.46010
## 83 2016_002 0 11 0.00000000 STU 42.76981 -79.07225
## 84 2016_002 0 11 0.00000000 STW 42.88503 -82.47285
## 85 2016_002 0 11 0.00000000 THB 44.95015 -83.29780
## 86 2016_002 2 11 0.18181818 WLW 42.64384 -82.50991
## 87 2016_003 0 13 0.00000000 BBW 45.77582 -84.61310
## 88 2016_003 0 13 0.00000000 BFR 42.86173 -78.84803
## 89 2016_003 0 13 0.00000000 BHE 42.87251 -78.91030
## 90 2016_003 1 13 0.07692308 BIN 42.34490 -82.99053
## 91 2016_003 0 13 0.00000000 BLE 42.71809 -82.49722
## 92 2016_003 0 13 0.00000000 BLK 42.99111 -82.44659
## 93 2016_003 0 13 0.00000000 CHN 42.61033 -82.47659
## 94 2016_003 1 13 0.07692308 DRF 42.21756 -83.12886
## 95 2016_003 1 13 0.07692308 DRL 42.08274 -83.11846
## 96 2016_003 1 13 0.07692308 DRU 42.35483 -82.93436
## 97 2016_003 0 13 0.00000000 DUN 42.50212 -79.35815
## 98 2016_003 1 13 0.07692308 FIC 42.23223 -83.10903
## 99 2016_003 3 13 0.23076923 FWE 42.69823 -82.48843
## 100 2016_003 0 13 0.00000000 FWW 42.70022 -82.49789
## 101 2016_003 0 13 0.00000000 GBD 43.33332 -81.78406
## 102 2016_003 0 13 0.00000000 GRE 42.22389 -83.12938
## 103 2016_003 0 13 0.00000000 GRO 42.86675 -79.57433
## 104 2016_003 0 13 0.00000000 GRW 42.21902 -83.13803
## 105 2016_003 0 13 0.00000000 HBB 43.18202 -82.12013
## 106 2016_003 0 13 0.00000000 IGN 45.85712 -84.66344
## 107 2016_003 0 13 0.00000000 JHN 42.49869 -82.47186
## 108 2016_003 0 13 0.00000000 LEX 43.24039 -82.44801
## 109 2016_003 0 13 0.00000000 LGR 42.85280 -79.57850
## 110 2016_003 0 13 0.00000000 LKS 42.80973 -78.86965
## 111 2016_003 0 13 0.00000000 LPL 42.49900 -79.99068
## 112 2016_003 1 13 0.07692308 LSC 42.46868 -82.72897
## 113 2016_003 0 13 0.00000000 MCK 45.80401 -84.76414
## 114 2016_003 1 13 0.07692308 MGE 42.82680 -82.47572
## 115 2016_003 1 13 0.07692308 MGW 42.82710 -82.48243
## 116 2016_003 0 13 0.00000000 NSA 42.51040 -79.29858
## 117 2016_003 0 13 0.00000000 OSC 44.45150 -83.23010
## 118 2016_003 0 13 0.00000000 PRS 45.33398 -83.45836
## 119 2016_003 0 13 0.00000000 SBI 44.09034 -83.38077
## 120 2016_003 0 13 0.00000000 SBO 44.14804 -83.27514
## 121 2016_003 1 13 0.07692308 SCL 42.61865 -82.62531
## 122 2016_003 2 13 0.15384615 SCM 42.77434 -82.47131
## 123 2016_003 0 13 0.00000000 SCU 43.00888 -82.41459
## 124 2016_003 0 13 0.00000000 SGR 43.61235 -83.86096
## 125 2016_003 0 13 0.00000000 STE 42.88137 -82.46010
## 126 2016_003 0 13 0.00000000 STU 42.76981 -79.07225
## 127 2016_003 2 13 0.15384615 STW 42.88503 -82.47285
## 128 2016_003 0 13 0.00000000 THB 44.95015 -83.29780
## 129 2016_003 1 13 0.07692308 WLW 42.64384 -82.50991
## 130 2016_004 0 8 0.00000000 BBW 45.77582 -84.61310
## 131 2016_004 0 8 0.00000000 BFR 42.86173 -78.84803
## 132 2016_004 0 8 0.00000000 BHE 42.87251 -78.91030
## 133 2016_004 0 8 0.00000000 BIN 42.34490 -82.99053
## 134 2016_004 0 8 0.00000000 BLE 42.71809 -82.49722
## 135 2016_004 0 8 0.00000000 BLK 42.99111 -82.44659
## 136 2016_004 0 8 0.00000000 CHN 42.61033 -82.47659
## 137 2016_004 1 8 0.12500000 DRF 42.21756 -83.12886
## 138 2016_004 1 8 0.12500000 DRL 42.08274 -83.11846
## 139 2016_004 2 8 0.25000000 DRU 42.35483 -82.93436
## 140 2016_004 0 8 0.00000000 DUN 42.50212 -79.35815
## 141 2016_004 0 8 0.00000000 FIC 42.23223 -83.10903
## 142 2016_004 0 8 0.00000000 FWE 42.69823 -82.48843
## 143 2016_004 0 8 0.00000000 FWW 42.70022 -82.49789
## 144 2016_004 0 8 0.00000000 GBD 43.33332 -81.78406
## 145 2016_004 1 8 0.12500000 GRE 42.22389 -83.12938
## 146 2016_004 0 8 0.00000000 GRO 42.86675 -79.57433
## 147 2016_004 0 8 0.00000000 GRW 42.21902 -83.13803
## 148 2016_004 0 8 0.00000000 HBB 43.18202 -82.12013
## 149 2016_004 0 8 0.00000000 IGN 45.85712 -84.66344
## 150 2016_004 0 8 0.00000000 JHN 42.49869 -82.47186
## 151 2016_004 0 8 0.00000000 LEX 43.24039 -82.44801
## 152 2016_004 0 8 0.00000000 LGR 42.85280 -79.57850
## 153 2016_004 0 8 0.00000000 LKS 42.80973 -78.86965
## 154 2016_004 0 8 0.00000000 LPL 42.49900 -79.99068
## 155 2016_004 0 8 0.00000000 LSC 42.46868 -82.72897
## 156 2016_004 0 8 0.00000000 MCK 45.80401 -84.76414
## 157 2016_004 0 8 0.00000000 MGE 42.82680 -82.47572
## 158 2016_004 1 8 0.12500000 MGW 42.82710 -82.48243
## 159 2016_004 0 8 0.00000000 NSA 42.51040 -79.29858
## 160 2016_004 0 8 0.00000000 OSC 44.45150 -83.23010
## 161 2016_004 0 8 0.00000000 PRS 45.33398 -83.45836
## 162 2016_004 1 8 0.12500000 SBI 44.09034 -83.38077
## 163 2016_004 1 8 0.12500000 SBO 44.14804 -83.27514
## 164 2016_004 1 8 0.12500000 SCL 42.61865 -82.62531
## 165 2016_004 0 8 0.00000000 SCM 42.77434 -82.47131
## 166 2016_004 1 8 0.12500000 SCU 43.00888 -82.41459
## 167 2016_004 0 8 0.00000000 SGR 43.61235 -83.86096
## 168 2016_004 0 8 0.00000000 STE 42.88137 -82.46010
## 169 2016_004 0 8 0.00000000 STU 42.76981 -79.07225
## 170 2016_004 1 8 0.12500000 STW 42.88503 -82.47285
## 171 2016_004 0 8 0.00000000 THB 44.95015 -83.29780
## 172 2016_004 1 8 0.12500000 WLW 42.64384 -82.50991
## 173 2016_005 0 9 0.00000000 BBW 45.77582 -84.61310
## 174 2016_005 0 9 0.00000000 BFR 42.86173 -78.84803
## 175 2016_005 0 9 0.00000000 BHE 42.87251 -78.91030
## 176 2016_005 1 9 0.11111111 BIN 42.34490 -82.99053
## 177 2016_005 0 9 0.00000000 BLE 42.71809 -82.49722
## 178 2016_005 0 9 0.00000000 BLK 42.99111 -82.44659
## 179 2016_005 0 9 0.00000000 CHN 42.61033 -82.47659
## 180 2016_005 1 9 0.11111111 DRF 42.21756 -83.12886
## 181 2016_005 2 9 0.22222222 DRL 42.08274 -83.11846
## 182 2016_005 1 9 0.11111111 DRU 42.35483 -82.93436
## 183 2016_005 0 9 0.00000000 DUN 42.50212 -79.35815
## 184 2016_005 0 9 0.00000000 FIC 42.23223 -83.10903
## 185 2016_005 1 9 0.11111111 FWE 42.69823 -82.48843
## 186 2016_005 2 9 0.22222222 FWW 42.70022 -82.49789
## 187 2016_005 0 9 0.00000000 GBD 43.33332 -81.78406
## 188 2016_005 1 9 0.11111111 GRE 42.22389 -83.12938
## 189 2016_005 0 9 0.00000000 GRO 42.86675 -79.57433
## 190 2016_005 0 9 0.00000000 GRW 42.21902 -83.13803
## 191 2016_005 0 9 0.00000000 HBB 43.18202 -82.12013
## 192 2016_005 0 9 0.00000000 IGN 45.85712 -84.66344
## 193 2016_005 0 9 0.00000000 JHN 42.49869 -82.47186
## 194 2016_005 0 9 0.00000000 LEX 43.24039 -82.44801
## 195 2016_005 0 9 0.00000000 LGR 42.85280 -79.57850
## 196 2016_005 0 9 0.00000000 LKS 42.80973 -78.86965
## 197 2016_005 0 9 0.00000000 LPL 42.49900 -79.99068
## 198 2016_005 1 9 0.11111111 LSC 42.46868 -82.72897
## 199 2016_005 0 9 0.00000000 MCK 45.80401 -84.76414
## 200 2016_005 2 9 0.22222222 MGE 42.82680 -82.47572
## 201 2016_005 2 9 0.22222222 MGW 42.82710 -82.48243
## 202 2016_005 0 9 0.00000000 NSA 42.51040 -79.29858
## 203 2016_005 0 9 0.00000000 OSC 44.45150 -83.23010
## 204 2016_005 0 9 0.00000000 PRS 45.33398 -83.45836
## 205 2016_005 0 9 0.00000000 SBI 44.09034 -83.38077
## 206 2016_005 0 9 0.00000000 SBO 44.14804 -83.27514
## 207 2016_005 2 9 0.22222222 SCL 42.61865 -82.62531
## 208 2016_005 2 9 0.22222222 SCM 42.77434 -82.47131
## 209 2016_005 0 9 0.00000000 SCU 43.00888 -82.41459
## 210 2016_005 0 9 0.00000000 SGR 43.61235 -83.86096
## 211 2016_005 0 9 0.00000000 STE 42.88137 -82.46010
## 212 2016_005 0 9 0.00000000 STU 42.76981 -79.07225
## 213 2016_005 2 9 0.22222222 STW 42.88503 -82.47285
## 214 2016_005 0 9 0.00000000 THB 44.95015 -83.29780
## 215 2016_005 2 9 0.22222222 WLW 42.64384 -82.50991
## 216 2016_006 0 18 0.00000000 BBW 45.77582 -84.61310
## 217 2016_006 0 18 0.00000000 BFR 42.86173 -78.84803
## 218 2016_006 0 18 0.00000000 BHE 42.87251 -78.91030
## 219 2016_006 1 18 0.05555556 BIN 42.34490 -82.99053
## 220 2016_006 0 18 0.00000000 BLE 42.71809 -82.49722
## 221 2016_006 0 18 0.00000000 BLK 42.99111 -82.44659
## 222 2016_006 0 18 0.00000000 CHN 42.61033 -82.47659
## 223 2016_006 2 18 0.11111111 DRF 42.21756 -83.12886
## 224 2016_006 2 18 0.11111111 DRL 42.08274 -83.11846
## 225 2016_006 6 18 0.33333333 DRU 42.35483 -82.93436
## 226 2016_006 0 18 0.00000000 DUN 42.50212 -79.35815
## 227 2016_006 0 18 0.00000000 FIC 42.23223 -83.10903
## 228 2016_006 1 18 0.05555556 FWE 42.69823 -82.48843
## 229 2016_006 2 18 0.11111111 FWW 42.70022 -82.49789
## 230 2016_006 0 18 0.00000000 GBD 43.33332 -81.78406
## 231 2016_006 1 18 0.05555556 GRE 42.22389 -83.12938
## 232 2016_006 0 18 0.00000000 GRO 42.86675 -79.57433
## 233 2016_006 0 18 0.00000000 GRW 42.21902 -83.13803
## 234 2016_006 0 18 0.00000000 HBB 43.18202 -82.12013
## 235 2016_006 0 18 0.00000000 IGN 45.85712 -84.66344
## 236 2016_006 0 18 0.00000000 JHN 42.49869 -82.47186
## 237 2016_006 0 18 0.00000000 LEX 43.24039 -82.44801
## 238 2016_006 0 18 0.00000000 LGR 42.85280 -79.57850
## 239 2016_006 0 18 0.00000000 LKS 42.80973 -78.86965
## 240 2016_006 0 18 0.00000000 LPL 42.49900 -79.99068
## 241 2016_006 0 18 0.00000000 LSC 42.46868 -82.72897
## 242 2016_006 0 18 0.00000000 MCK 45.80401 -84.76414
## 243 2016_006 0 18 0.00000000 MGE 42.82680 -82.47572
## 244 2016_006 0 18 0.00000000 MGW 42.82710 -82.48243
## 245 2016_006 0 18 0.00000000 NSA 42.51040 -79.29858
## 246 2016_006 0 18 0.00000000 OSC 44.45150 -83.23010
## 247 2016_006 0 18 0.00000000 PRS 45.33398 -83.45836
## 248 2016_006 0 18 0.00000000 SBI 44.09034 -83.38077
## 249 2016_006 0 18 0.00000000 SBO 44.14804 -83.27514
## 250 2016_006 4 18 0.22222222 SCL 42.61865 -82.62531
## 251 2016_006 3 18 0.16666667 SCM 42.77434 -82.47131
## 252 2016_006 0 18 0.00000000 SCU 43.00888 -82.41459
## 253 2016_006 0 18 0.00000000 SGR 43.61235 -83.86096
## 254 2016_006 0 18 0.00000000 STE 42.88137 -82.46010
## 255 2016_006 0 18 0.00000000 STU 42.76981 -79.07225
## 256 2016_006 0 18 0.00000000 STW 42.88503 -82.47285
## 257 2016_006 0 18 0.00000000 THB 44.95015 -83.29780
## 258 2016_006 2 18 0.11111111 WLW 42.64384 -82.50991
## 259 2016_007 0 12 0.00000000 BBW 45.77582 -84.61310
## 260 2016_007 0 12 0.00000000 BFR 42.86173 -78.84803
## 261 2016_007 0 12 0.00000000 BHE 42.87251 -78.91030
## 262 2016_007 1 12 0.08333333 BIN 42.34490 -82.99053
## 263 2016_007 0 12 0.00000000 BLE 42.71809 -82.49722
## 264 2016_007 0 12 0.00000000 BLK 42.99111 -82.44659
## 265 2016_007 0 12 0.00000000 CHN 42.61033 -82.47659
## 266 2016_007 1 12 0.08333333 DRF 42.21756 -83.12886
## 267 2016_007 2 12 0.16666667 DRL 42.08274 -83.11846
## 268 2016_007 1 12 0.08333333 DRU 42.35483 -82.93436
## 269 2016_007 0 12 0.00000000 DUN 42.50212 -79.35815
## 270 2016_007 0 12 0.00000000 FIC 42.23223 -83.10903
## 271 2016_007 0 12 0.00000000 FWE 42.69823 -82.48843
## 272 2016_007 2 12 0.16666667 FWW 42.70022 -82.49789
## 273 2016_007 0 12 0.00000000 GBD 43.33332 -81.78406
## 274 2016_007 1 12 0.08333333 GRE 42.22389 -83.12938
## 275 2016_007 0 12 0.00000000 GRO 42.86675 -79.57433
## 276 2016_007 0 12 0.00000000 GRW 42.21902 -83.13803
## 277 2016_007 0 12 0.00000000 HBB 43.18202 -82.12013
## 278 2016_007 0 12 0.00000000 IGN 45.85712 -84.66344
## 279 2016_007 0 12 0.00000000 JHN 42.49869 -82.47186
## 280 2016_007 0 12 0.00000000 LEX 43.24039 -82.44801
## 281 2016_007 0 12 0.00000000 LGR 42.85280 -79.57850
## 282 2016_007 0 12 0.00000000 LKS 42.80973 -78.86965
## 283 2016_007 0 12 0.00000000 LPL 42.49900 -79.99068
## 284 2016_007 1 12 0.08333333 LSC 42.46868 -82.72897
## 285 2016_007 0 12 0.00000000 MCK 45.80401 -84.76414
## 286 2016_007 0 12 0.00000000 MGE 42.82680 -82.47572
## 287 2016_007 3 12 0.25000000 MGW 42.82710 -82.48243
## 288 2016_007 0 12 0.00000000 NSA 42.51040 -79.29858
## 289 2016_007 0 12 0.00000000 OSC 44.45150 -83.23010
## 290 2016_007 0 12 0.00000000 PRS 45.33398 -83.45836
## 291 2016_007 0 12 0.00000000 SBI 44.09034 -83.38077
## 292 2016_007 0 12 0.00000000 SBO 44.14804 -83.27514
## 293 2016_007 2 12 0.16666667 SCL 42.61865 -82.62531
## 294 2016_007 2 12 0.16666667 SCM 42.77434 -82.47131
## 295 2016_007 0 12 0.00000000 SCU 43.00888 -82.41459
## 296 2016_007 0 12 0.00000000 SGR 43.61235 -83.86096
## 297 2016_007 0 12 0.00000000 STE 42.88137 -82.46010
## 298 2016_007 0 12 0.00000000 STU 42.76981 -79.07225
## 299 2016_007 0 12 0.00000000 STW 42.88503 -82.47285
## 300 2016_007 0 12 0.00000000 THB 44.95015 -83.29780
## 301 2016_007 2 12 0.16666667 WLW 42.64384 -82.50991
## 302 2016_008 0 14 0.00000000 BBW 45.77582 -84.61310
## 303 2016_008 0 14 0.00000000 BFR 42.86173 -78.84803
## 304 2016_008 0 14 0.00000000 BHE 42.87251 -78.91030
## 305 2016_008 1 14 0.07142857 BIN 42.34490 -82.99053
## 306 2016_008 0 14 0.00000000 BLE 42.71809 -82.49722
## 307 2016_008 0 14 0.00000000 BLK 42.99111 -82.44659
## 308 2016_008 0 14 0.00000000 CHN 42.61033 -82.47659
## 309 2016_008 1 14 0.07142857 DRF 42.21756 -83.12886
## 310 2016_008 1 14 0.07142857 DRL 42.08274 -83.11846
## 311 2016_008 1 14 0.07142857 DRU 42.35483 -82.93436
## 312 2016_008 0 14 0.00000000 DUN 42.50212 -79.35815
## 313 2016_008 0 14 0.00000000 FIC 42.23223 -83.10903
## 314 2016_008 1 14 0.07142857 FWE 42.69823 -82.48843
## 315 2016_008 1 14 0.07142857 FWW 42.70022 -82.49789
## 316 2016_008 0 14 0.00000000 GBD 43.33332 -81.78406
## 317 2016_008 1 14 0.07142857 GRE 42.22389 -83.12938
## 318 2016_008 0 14 0.00000000 GRO 42.86675 -79.57433
## 319 2016_008 0 14 0.00000000 GRW 42.21902 -83.13803
## 320 2016_008 0 14 0.00000000 HBB 43.18202 -82.12013
## 321 2016_008 0 14 0.00000000 IGN 45.85712 -84.66344
## 322 2016_008 0 14 0.00000000 JHN 42.49869 -82.47186
## 323 2016_008 0 14 0.00000000 LEX 43.24039 -82.44801
## 324 2016_008 0 14 0.00000000 LGR 42.85280 -79.57850
## 325 2016_008 0 14 0.00000000 LKS 42.80973 -78.86965
## 326 2016_008 0 14 0.00000000 LPL 42.49900 -79.99068
## 327 2016_008 2 14 0.14285714 LSC 42.46868 -82.72897
## 328 2016_008 0 14 0.00000000 MCK 45.80401 -84.76414
## 329 2016_008 2 14 0.14285714 MGE 42.82680 -82.47572
## 330 2016_008 1 14 0.07142857 MGW 42.82710 -82.48243
## 331 2016_008 0 14 0.00000000 NSA 42.51040 -79.29858
## 332 2016_008 0 14 0.00000000 OSC 44.45150 -83.23010
## 333 2016_008 0 14 0.00000000 PRS 45.33398 -83.45836
## 334 2016_008 0 14 0.00000000 SBI 44.09034 -83.38077
## 335 2016_008 0 14 0.00000000 SBO 44.14804 -83.27514
## 336 2016_008 3 14 0.21428571 SCL 42.61865 -82.62531
## 337 2016_008 2 14 0.14285714 SCM 42.77434 -82.47131
## 338 2016_008 0 14 0.00000000 SCU 43.00888 -82.41459
## 339 2016_008 0 14 0.00000000 SGR 43.61235 -83.86096
## 340 2016_008 0 14 0.00000000 STE 42.88137 -82.46010
## 341 2016_008 0 14 0.00000000 STU 42.76981 -79.07225
## 342 2016_008 0 14 0.00000000 STW 42.88503 -82.47285
## 343 2016_008 0 14 0.00000000 THB 44.95015 -83.29780
## 344 2016_008 2 14 0.14285714 WLW 42.64384 -82.50991
## 345 2016_009 0 12 0.00000000 BBW 45.77582 -84.61310
## 346 2016_009 0 12 0.00000000 BFR 42.86173 -78.84803
## 347 2016_009 0 12 0.00000000 BHE 42.87251 -78.91030
## 348 2016_009 1 12 0.08333333 BIN 42.34490 -82.99053
## 349 2016_009 0 12 0.00000000 BLE 42.71809 -82.49722
## 350 2016_009 0 12 0.00000000 BLK 42.99111 -82.44659
## 351 2016_009 0 12 0.00000000 CHN 42.61033 -82.47659
## 352 2016_009 1 12 0.08333333 DRF 42.21756 -83.12886
## 353 2016_009 1 12 0.08333333 DRL 42.08274 -83.11846
## 354 2016_009 1 12 0.08333333 DRU 42.35483 -82.93436
## 355 2016_009 0 12 0.00000000 DUN 42.50212 -79.35815
## 356 2016_009 2 12 0.16666667 FIC 42.23223 -83.10903
## 357 2016_009 1 12 0.08333333 FWE 42.69823 -82.48843
## 358 2016_009 0 12 0.00000000 FWW 42.70022 -82.49789
## 359 2016_009 0 12 0.00000000 GBD 43.33332 -81.78406
## 360 2016_009 0 12 0.00000000 GRE 42.22389 -83.12938
## 361 2016_009 0 12 0.00000000 GRO 42.86675 -79.57433
## 362 2016_009 0 12 0.00000000 GRW 42.21902 -83.13803
## 363 2016_009 2 12 0.16666667 HBB 43.18202 -82.12013
## 364 2016_009 0 12 0.00000000 IGN 45.85712 -84.66344
## 365 2016_009 0 12 0.00000000 JHN 42.49869 -82.47186
## 366 2016_009 0 12 0.00000000 LEX 43.24039 -82.44801
## 367 2016_009 0 12 0.00000000 LGR 42.85280 -79.57850
## 368 2016_009 0 12 0.00000000 LKS 42.80973 -78.86965
## 369 2016_009 0 12 0.00000000 LPL 42.49900 -79.99068
## 370 2016_009 1 12 0.08333333 LSC 42.46868 -82.72897
## 371 2016_009 0 12 0.00000000 MCK 45.80401 -84.76414
## 372 2016_009 1 12 0.08333333 MGE 42.82680 -82.47572
## 373 2016_009 0 12 0.00000000 MGW 42.82710 -82.48243
## 374 2016_009 0 12 0.00000000 NSA 42.51040 -79.29858
## 375 2016_009 0 12 0.00000000 OSC 44.45150 -83.23010
## 376 2016_009 0 12 0.00000000 PRS 45.33398 -83.45836
## 377 2016_009 0 12 0.00000000 SBI 44.09034 -83.38077
## 378 2016_009 0 12 0.00000000 SBO 44.14804 -83.27514
## 379 2016_009 2 12 0.16666667 SCL 42.61865 -82.62531
## 380 2016_009 0 12 0.00000000 SCM 42.77434 -82.47131
## 381 2016_009 2 12 0.16666667 SCU 43.00888 -82.41459
## 382 2016_009 0 12 0.00000000 SGR 43.61235 -83.86096
## 383 2016_009 1 12 0.08333333 STE 42.88137 -82.46010
## 384 2016_009 0 12 0.00000000 STU 42.76981 -79.07225
## 385 2016_009 0 12 0.00000000 STW 42.88503 -82.47285
## 386 2016_009 0 12 0.00000000 THB 44.95015 -83.29780
## 387 2016_009 1 12 0.08333333 WLW 42.64384 -82.50991
## 388 2016_010 0 12 0.00000000 BBW 45.77582 -84.61310
## 389 2016_010 0 12 0.00000000 BFR 42.86173 -78.84803
## 390 2016_010 0 12 0.00000000 BHE 42.87251 -78.91030
## 391 2016_010 1 12 0.08333333 BIN 42.34490 -82.99053
## 392 2016_010 0 12 0.00000000 BLE 42.71809 -82.49722
## 393 2016_010 0 12 0.00000000 BLK 42.99111 -82.44659
## 394 2016_010 0 12 0.00000000 CHN 42.61033 -82.47659
## 395 2016_010 2 12 0.16666667 DRF 42.21756 -83.12886
## 396 2016_010 2 12 0.16666667 DRL 42.08274 -83.11846
## 397 2016_010 2 12 0.16666667 DRU 42.35483 -82.93436
## 398 2016_010 0 12 0.00000000 DUN 42.50212 -79.35815
## 399 2016_010 0 12 0.00000000 FIC 42.23223 -83.10903
## 400 2016_010 0 12 0.00000000 FWE 42.69823 -82.48843
## 401 2016_010 3 12 0.25000000 FWW 42.70022 -82.49789
## 402 2016_010 0 12 0.00000000 GBD 43.33332 -81.78406
## 403 2016_010 1 12 0.08333333 GRE 42.22389 -83.12938
## 404 2016_010 0 12 0.00000000 GRO 42.86675 -79.57433
## 405 2016_010 0 12 0.00000000 GRW 42.21902 -83.13803
## 406 2016_010 0 12 0.00000000 HBB 43.18202 -82.12013
## 407 2016_010 0 12 0.00000000 IGN 45.85712 -84.66344
## 408 2016_010 0 12 0.00000000 JHN 42.49869 -82.47186
## 409 2016_010 0 12 0.00000000 LEX 43.24039 -82.44801
## 410 2016_010 0 12 0.00000000 LGR 42.85280 -79.57850
## 411 2016_010 0 12 0.00000000 LKS 42.80973 -78.86965
## 412 2016_010 0 12 0.00000000 LPL 42.49900 -79.99068
## 413 2016_010 1 12 0.08333333 LSC 42.46868 -82.72897
## 414 2016_010 0 12 0.00000000 MCK 45.80401 -84.76414
## 415 2016_010 0 12 0.00000000 MGE 42.82680 -82.47572
## 416 2016_010 0 12 0.00000000 MGW 42.82710 -82.48243
## 417 2016_010 0 12 0.00000000 NSA 42.51040 -79.29858
## 418 2016_010 0 12 0.00000000 OSC 44.45150 -83.23010
## 419 2016_010 0 12 0.00000000 PRS 45.33398 -83.45836
## 420 2016_010 0 12 0.00000000 SBI 44.09034 -83.38077
## 421 2016_010 0 12 0.00000000 SBO 44.14804 -83.27514
## 422 2016_010 3 12 0.25000000 SCL 42.61865 -82.62531
## 423 2016_010 0 12 0.00000000 SCM 42.77434 -82.47131
## 424 2016_010 0 12 0.00000000 SCU 43.00888 -82.41459
## 425 2016_010 0 12 0.00000000 SGR 43.61235 -83.86096
## 426 2016_010 0 12 0.00000000 STE 42.88137 -82.46010
## 427 2016_010 0 12 0.00000000 STU 42.76981 -79.07225
## 428 2016_010 0 12 0.00000000 STW 42.88503 -82.47285
## 429 2016_010 0 12 0.00000000 THB 44.95015 -83.29780
## 430 2016_010 2 12 0.16666667 WLW 42.64384 -82.50991
## 431 2016_011 0 15 0.00000000 BBW 45.77582 -84.61310
## 432 2016_011 0 15 0.00000000 BFR 42.86173 -78.84803
## 433 2016_011 0 15 0.00000000 BHE 42.87251 -78.91030
## 434 2016_011 7 15 0.46666667 BIN 42.34490 -82.99053
## 435 2016_011 0 15 0.00000000 BLE 42.71809 -82.49722
## 436 2016_011 0 15 0.00000000 BLK 42.99111 -82.44659
## 437 2016_011 0 15 0.00000000 CHN 42.61033 -82.47659
## 438 2016_011 1 15 0.06666667 DRF 42.21756 -83.12886
## 439 2016_011 2 15 0.13333333 DRL 42.08274 -83.11846
## 440 2016_011 7 15 0.46666667 DRU 42.35483 -82.93436
## 441 2016_011 0 15 0.00000000 DUN 42.50212 -79.35815
## 442 2016_011 1 15 0.06666667 FIC 42.23223 -83.10903
## 443 2016_011 0 15 0.00000000 FWE 42.69823 -82.48843
## 444 2016_011 0 15 0.00000000 FWW 42.70022 -82.49789
## 445 2016_011 0 15 0.00000000 GBD 43.33332 -81.78406
## 446 2016_011 0 15 0.00000000 GRE 42.22389 -83.12938
## 447 2016_011 0 15 0.00000000 GRO 42.86675 -79.57433
## 448 2016_011 0 15 0.00000000 GRW 42.21902 -83.13803
## 449 2016_011 0 15 0.00000000 HBB 43.18202 -82.12013
## 450 2016_011 0 15 0.00000000 IGN 45.85712 -84.66344
## 451 2016_011 0 15 0.00000000 JHN 42.49869 -82.47186
## 452 2016_011 0 15 0.00000000 LEX 43.24039 -82.44801
## 453 2016_011 0 15 0.00000000 LGR 42.85280 -79.57850
## 454 2016_011 0 15 0.00000000 LKS 42.80973 -78.86965
## 455 2016_011 0 15 0.00000000 LPL 42.49900 -79.99068
## 456 2016_011 0 15 0.00000000 LSC 42.46868 -82.72897
## 457 2016_011 0 15 0.00000000 MCK 45.80401 -84.76414
## 458 2016_011 0 15 0.00000000 MGE 42.82680 -82.47572
## 459 2016_011 0 15 0.00000000 MGW 42.82710 -82.48243
## 460 2016_011 0 15 0.00000000 NSA 42.51040 -79.29858
## 461 2016_011 0 15 0.00000000 OSC 44.45150 -83.23010
## 462 2016_011 0 15 0.00000000 PRS 45.33398 -83.45836
## 463 2016_011 0 15 0.00000000 SBI 44.09034 -83.38077
## 464 2016_011 0 15 0.00000000 SBO 44.14804 -83.27514
## 465 2016_011 0 15 0.00000000 SCL 42.61865 -82.62531
## 466 2016_011 0 15 0.00000000 SCM 42.77434 -82.47131
## 467 2016_011 0 15 0.00000000 SCU 43.00888 -82.41459
## 468 2016_011 0 15 0.00000000 SGR 43.61235 -83.86096
## 469 2016_011 0 15 0.00000000 STE 42.88137 -82.46010
## 470 2016_011 0 15 0.00000000 STU 42.76981 -79.07225
## 471 2016_011 0 15 0.00000000 STW 42.88503 -82.47285
## 472 2016_011 0 15 0.00000000 THB 44.95015 -83.29780
## 473 2016_011 0 15 0.00000000 WLW 42.64384 -82.50991
## 474 2016_012 0 9 0.00000000 BBW 45.77582 -84.61310
## 475 2016_012 0 9 0.00000000 BFR 42.86173 -78.84803
## 476 2016_012 0 9 0.00000000 BHE 42.87251 -78.91030
## 477 2016_012 1 9 0.11111111 BIN 42.34490 -82.99053
## 478 2016_012 0 9 0.00000000 BLE 42.71809 -82.49722
## 479 2016_012 0 9 0.00000000 BLK 42.99111 -82.44659
## 480 2016_012 1 9 0.11111111 CHN 42.61033 -82.47659
## 481 2016_012 1 9 0.11111111 DRF 42.21756 -83.12886
## 482 2016_012 2 9 0.22222222 DRL 42.08274 -83.11846
## 483 2016_012 1 9 0.11111111 DRU 42.35483 -82.93436
## 484 2016_012 0 9 0.00000000 DUN 42.50212 -79.35815
## 485 2016_012 1 9 0.11111111 FIC 42.23223 -83.10903
## 486 2016_012 0 9 0.00000000 FWE 42.69823 -82.48843
## 487 2016_012 0 9 0.00000000 FWW 42.70022 -82.49789
## 488 2016_012 0 9 0.00000000 GBD 43.33332 -81.78406
## 489 2016_012 0 9 0.00000000 GRE 42.22389 -83.12938
## 490 2016_012 0 9 0.00000000 GRO 42.86675 -79.57433
## 491 2016_012 0 9 0.00000000 GRW 42.21902 -83.13803
## 492 2016_012 0 9 0.00000000 HBB 43.18202 -82.12013
## 493 2016_012 0 9 0.00000000 IGN 45.85712 -84.66344
## 494 2016_012 1 9 0.11111111 JHN 42.49869 -82.47186
## 495 2016_012 0 9 0.00000000 LEX 43.24039 -82.44801
## 496 2016_012 0 9 0.00000000 LGR 42.85280 -79.57850
## 497 2016_012 0 9 0.00000000 LKS 42.80973 -78.86965
## 498 2016_012 0 9 0.00000000 LPL 42.49900 -79.99068
## 499 2016_012 0 9 0.00000000 LSC 42.46868 -82.72897
## 500 2016_012 0 9 0.00000000 MCK 45.80401 -84.76414
## 501 2016_012 0 9 0.00000000 MGE 42.82680 -82.47572
## 502 2016_012 0 9 0.00000000 MGW 42.82710 -82.48243
## 503 2016_012 0 9 0.00000000 NSA 42.51040 -79.29858
## 504 2016_012 0 9 0.00000000 OSC 44.45150 -83.23010
## 505 2016_012 0 9 0.00000000 PRS 45.33398 -83.45836
## 506 2016_012 0 9 0.00000000 SBI 44.09034 -83.38077
## 507 2016_012 0 9 0.00000000 SBO 44.14804 -83.27514
## 508 2016_012 0 9 0.00000000 SCL 42.61865 -82.62531
## 509 2016_012 0 9 0.00000000 SCM 42.77434 -82.47131
## 510 2016_012 0 9 0.00000000 SCU 43.00888 -82.41459
## 511 2016_012 0 9 0.00000000 SGR 43.61235 -83.86096
## 512 2016_012 0 9 0.00000000 STE 42.88137 -82.46010
## 513 2016_012 0 9 0.00000000 STU 42.76981 -79.07225
## 514 2016_012 0 9 0.00000000 STW 42.88503 -82.47285
## 515 2016_012 0 9 0.00000000 THB 44.95015 -83.29780
## 516 2016_012 2 9 0.22222222 WLW 42.64384 -82.50991
## 517 2016_013 0 2 0.00000000 BBW 45.77582 -84.61310
## 518 2016_013 0 2 0.00000000 BFR 42.86173 -78.84803
## 519 2016_013 0 2 0.00000000 BHE 42.87251 -78.91030
## 520 2016_013 0 2 0.00000000 BIN 42.34490 -82.99053
## 521 2016_013 0 2 0.00000000 BLE 42.71809 -82.49722
## 522 2016_013 0 2 0.00000000 BLK 42.99111 -82.44659
## 523 2016_013 0 2 0.00000000 CHN 42.61033 -82.47659
## 524 2016_013 1 2 0.50000000 DRF 42.21756 -83.12886
## 525 2016_013 1 2 0.50000000 DRL 42.08274 -83.11846
## 526 2016_013 1 2 0.50000000 DRU 42.35483 -82.93436
## 527 2016_013 0 2 0.00000000 DUN 42.50212 -79.35815
## 528 2016_013 0 2 0.00000000 FIC 42.23223 -83.10903
## 529 2016_013 0 2 0.00000000 FWE 42.69823 -82.48843
## 530 2016_013 0 2 0.00000000 FWW 42.70022 -82.49789
## 531 2016_013 0 2 0.00000000 GBD 43.33332 -81.78406
## 532 2016_013 1 2 0.50000000 GRE 42.22389 -83.12938
## 533 2016_013 0 2 0.00000000 GRO 42.86675 -79.57433
## 534 2016_013 0 2 0.00000000 GRW 42.21902 -83.13803
## 535 2016_013 0 2 0.00000000 HBB 43.18202 -82.12013
## 536 2016_013 0 2 0.00000000 IGN 45.85712 -84.66344
## 537 2016_013 0 2 0.00000000 JHN 42.49869 -82.47186
## 538 2016_013 0 2 0.00000000 LEX 43.24039 -82.44801
## 539 2016_013 0 2 0.00000000 LGR 42.85280 -79.57850
## 540 2016_013 0 2 0.00000000 LKS 42.80973 -78.86965
## 541 2016_013 0 2 0.00000000 LPL 42.49900 -79.99068
## 542 2016_013 0 2 0.00000000 LSC 42.46868 -82.72897
## 543 2016_013 0 2 0.00000000 MCK 45.80401 -84.76414
## 544 2016_013 0 2 0.00000000 MGE 42.82680 -82.47572
## 545 2016_013 0 2 0.00000000 MGW 42.82710 -82.48243
## 546 2016_013 0 2 0.00000000 NSA 42.51040 -79.29858
## 547 2016_013 0 2 0.00000000 OSC 44.45150 -83.23010
## 548 2016_013 0 2 0.00000000 PRS 45.33398 -83.45836
## 549 2016_013 0 2 0.00000000 SBI 44.09034 -83.38077
## 550 2016_013 0 2 0.00000000 SBO 44.14804 -83.27514
## 551 2016_013 0 2 0.00000000 SCL 42.61865 -82.62531
## 552 2016_013 0 2 0.00000000 SCM 42.77434 -82.47131
## 553 2016_013 0 2 0.00000000 SCU 43.00888 -82.41459
## 554 2016_013 0 2 0.00000000 SGR 43.61235 -83.86096
## 555 2016_013 0 2 0.00000000 STE 42.88137 -82.46010
## 556 2016_013 0 2 0.00000000 STU 42.76981 -79.07225
## 557 2016_013 0 2 0.00000000 STW 42.88503 -82.47285
## 558 2016_013 0 2 0.00000000 THB 44.95015 -83.29780
## 559 2016_013 0 2 0.00000000 WLW 42.64384 -82.50991
## 560 2016_014 0 11 0.00000000 BBW 45.77582 -84.61310
## 561 2016_014 0 11 0.00000000 BFR 42.86173 -78.84803
## 562 2016_014 0 11 0.00000000 BHE 42.87251 -78.91030
## 563 2016_014 1 11 0.09090909 BIN 42.34490 -82.99053
## 564 2016_014 0 11 0.00000000 BLE 42.71809 -82.49722
## 565 2016_014 0 11 0.00000000 BLK 42.99111 -82.44659
## 566 2016_014 0 11 0.00000000 CHN 42.61033 -82.47659
## 567 2016_014 1 11 0.09090909 DRF 42.21756 -83.12886
## 568 2016_014 2 11 0.18181818 DRL 42.08274 -83.11846
## 569 2016_014 1 11 0.09090909 DRU 42.35483 -82.93436
## 570 2016_014 0 11 0.00000000 DUN 42.50212 -79.35815
## 571 2016_014 0 11 0.00000000 FIC 42.23223 -83.10903
## 572 2016_014 1 11 0.09090909 FWE 42.69823 -82.48843
## 573 2016_014 0 11 0.00000000 FWW 42.70022 -82.49789
## 574 2016_014 0 11 0.00000000 GBD 43.33332 -81.78406
## 575 2016_014 1 11 0.09090909 GRE 42.22389 -83.12938
## 576 2016_014 0 11 0.00000000 GRO 42.86675 -79.57433
## 577 2016_014 0 11 0.00000000 GRW 42.21902 -83.13803
## 578 2016_014 0 11 0.00000000 HBB 43.18202 -82.12013
## 579 2016_014 0 11 0.00000000 IGN 45.85712 -84.66344
## 580 2016_014 0 11 0.00000000 JHN 42.49869 -82.47186
## 581 2016_014 0 11 0.00000000 LEX 43.24039 -82.44801
## 582 2016_014 0 11 0.00000000 LGR 42.85280 -79.57850
## 583 2016_014 0 11 0.00000000 LKS 42.80973 -78.86965
## 584 2016_014 0 11 0.00000000 LPL 42.49900 -79.99068
## 585 2016_014 0 11 0.00000000 LSC 42.46868 -82.72897
## 586 2016_014 0 11 0.00000000 MCK 45.80401 -84.76414
## 587 2016_014 1 11 0.09090909 MGE 42.82680 -82.47572
## 588 2016_014 1 11 0.09090909 MGW 42.82710 -82.48243
## 589 2016_014 0 11 0.00000000 NSA 42.51040 -79.29858
## 590 2016_014 0 11 0.00000000 OSC 44.45150 -83.23010
## 591 2016_014 0 11 0.00000000 PRS 45.33398 -83.45836
## 592 2016_014 0 11 0.00000000 SBI 44.09034 -83.38077
## 593 2016_014 0 11 0.00000000 SBO 44.14804 -83.27514
## 594 2016_014 1 11 0.09090909 SCL 42.61865 -82.62531
## 595 2016_014 1 11 0.09090909 SCM 42.77434 -82.47131
## 596 2016_014 1 11 0.09090909 SCU 43.00888 -82.41459
## 597 2016_014 0 11 0.00000000 SGR 43.61235 -83.86096
## 598 2016_014 0 11 0.00000000 STE 42.88137 -82.46010
## 599 2016_014 0 11 0.00000000 STU 42.76981 -79.07225
## 600 2016_014 3 11 0.27272727 STW 42.88503 -82.47285
## 601 2016_014 0 11 0.00000000 THB 44.95015 -83.29780
## 602 2016_014 1 11 0.09090909 WLW 42.64384 -82.50991
## 603 2016_015 0 12 0.00000000 BBW 45.77582 -84.61310
## 604 2016_015 0 12 0.00000000 BFR 42.86173 -78.84803
## 605 2016_015 0 12 0.00000000 BHE 42.87251 -78.91030
## 606 2016_015 1 12 0.08333333 BIN 42.34490 -82.99053
## 607 2016_015 0 12 0.00000000 BLE 42.71809 -82.49722
## 608 2016_015 0 12 0.00000000 BLK 42.99111 -82.44659
## 609 2016_015 0 12 0.00000000 CHN 42.61033 -82.47659
## 610 2016_015 1 12 0.08333333 DRF 42.21756 -83.12886
## 611 2016_015 3 12 0.25000000 DRL 42.08274 -83.11846
## 612 2016_015 1 12 0.08333333 DRU 42.35483 -82.93436
## 613 2016_015 0 12 0.00000000 DUN 42.50212 -79.35815
## 614 2016_015 0 12 0.00000000 FIC 42.23223 -83.10903
## 615 2016_015 2 12 0.16666667 FWE 42.69823 -82.48843
## 616 2016_015 1 12 0.08333333 FWW 42.70022 -82.49789
## 617 2016_015 0 12 0.00000000 GBD 43.33332 -81.78406
## 618 2016_015 1 12 0.08333333 GRE 42.22389 -83.12938
## 619 2016_015 0 12 0.00000000 GRO 42.86675 -79.57433
## 620 2016_015 0 12 0.00000000 GRW 42.21902 -83.13803
## 621 2016_015 0 12 0.00000000 HBB 43.18202 -82.12013
## 622 2016_015 0 12 0.00000000 IGN 45.85712 -84.66344
## 623 2016_015 0 12 0.00000000 JHN 42.49869 -82.47186
## 624 2016_015 0 12 0.00000000 LEX 43.24039 -82.44801
## 625 2016_015 0 12 0.00000000 LGR 42.85280 -79.57850
## 626 2016_015 0 12 0.00000000 LKS 42.80973 -78.86965
## 627 2016_015 0 12 0.00000000 LPL 42.49900 -79.99068
## 628 2016_015 0 12 0.00000000 LSC 42.46868 -82.72897
## 629 2016_015 0 12 0.00000000 MCK 45.80401 -84.76414
## 630 2016_015 0 12 0.00000000 MGE 42.82680 -82.47572
## 631 2016_015 0 12 0.00000000 MGW 42.82710 -82.48243
## 632 2016_015 0 12 0.00000000 NSA 42.51040 -79.29858
## 633 2016_015 0 12 0.00000000 OSC 44.45150 -83.23010
## 634 2016_015 0 12 0.00000000 PRS 45.33398 -83.45836
## 635 2016_015 0 12 0.00000000 SBI 44.09034 -83.38077
## 636 2016_015 0 12 0.00000000 SBO 44.14804 -83.27514
## 637 2016_015 6 12 0.50000000 SCL 42.61865 -82.62531
## 638 2016_015 1 12 0.08333333 SCM 42.77434 -82.47131
## 639 2016_015 0 12 0.00000000 SCU 43.00888 -82.41459
## 640 2016_015 0 12 0.00000000 SGR 43.61235 -83.86096
## 641 2016_015 0 12 0.00000000 STE 42.88137 -82.46010
## 642 2016_015 0 12 0.00000000 STU 42.76981 -79.07225
## 643 2016_015 0 12 0.00000000 STW 42.88503 -82.47285
## 644 2016_015 0 12 0.00000000 THB 44.95015 -83.29780
## 645 2016_015 2 12 0.16666667 WLW 42.64384 -82.50991
## 646 2016_016 0 15 0.00000000 BBW 45.77582 -84.61310
## 647 2016_016 0 15 0.00000000 BFR 42.86173 -78.84803
## 648 2016_016 0 15 0.00000000 BHE 42.87251 -78.91030
## 649 2016_016 0 15 0.00000000 BIN 42.34490 -82.99053
## 650 2016_016 0 15 0.00000000 BLE 42.71809 -82.49722
## 651 2016_016 0 15 0.00000000 BLK 42.99111 -82.44659
## 652 2016_016 0 15 0.00000000 CHN 42.61033 -82.47659
## 653 2016_016 1 15 0.06666667 DRF 42.21756 -83.12886
## 654 2016_016 3 15 0.20000000 DRL 42.08274 -83.11846
## 655 2016_016 11 15 0.73333333 DRU 42.35483 -82.93436
## 656 2016_016 0 15 0.00000000 DUN 42.50212 -79.35815
## 657 2016_016 0 15 0.00000000 FIC 42.23223 -83.10903
## 658 2016_016 0 15 0.00000000 FWE 42.69823 -82.48843
## 659 2016_016 0 15 0.00000000 FWW 42.70022 -82.49789
## 660 2016_016 0 15 0.00000000 GBD 43.33332 -81.78406
## 661 2016_016 1 15 0.06666667 GRE 42.22389 -83.12938
## 662 2016_016 0 15 0.00000000 GRO 42.86675 -79.57433
## 663 2016_016 0 15 0.00000000 GRW 42.21902 -83.13803
## 664 2016_016 0 15 0.00000000 HBB 43.18202 -82.12013
## 665 2016_016 0 15 0.00000000 IGN 45.85712 -84.66344
## 666 2016_016 0 15 0.00000000 JHN 42.49869 -82.47186
## 667 2016_016 0 15 0.00000000 LEX 43.24039 -82.44801
## 668 2016_016 0 15 0.00000000 LGR 42.85280 -79.57850
## 669 2016_016 0 15 0.00000000 LKS 42.80973 -78.86965
## 670 2016_016 0 15 0.00000000 LPL 42.49900 -79.99068
## 671 2016_016 0 15 0.00000000 LSC 42.46868 -82.72897
## 672 2016_016 0 15 0.00000000 MCK 45.80401 -84.76414
## 673 2016_016 0 15 0.00000000 MGE 42.82680 -82.47572
## 674 2016_016 0 15 0.00000000 MGW 42.82710 -82.48243
## 675 2016_016 0 15 0.00000000 NSA 42.51040 -79.29858
## 676 2016_016 0 15 0.00000000 OSC 44.45150 -83.23010
## 677 2016_016 0 15 0.00000000 PRS 45.33398 -83.45836
## 678 2016_016 0 15 0.00000000 SBI 44.09034 -83.38077
## 679 2016_016 0 15 0.00000000 SBO 44.14804 -83.27514
## 680 2016_016 0 15 0.00000000 SCL 42.61865 -82.62531
## 681 2016_016 0 15 0.00000000 SCM 42.77434 -82.47131
## 682 2016_016 0 15 0.00000000 SCU 43.00888 -82.41459
## 683 2016_016 0 15 0.00000000 SGR 43.61235 -83.86096
## 684 2016_016 0 15 0.00000000 STE 42.88137 -82.46010
## 685 2016_016 0 15 0.00000000 STU 42.76981 -79.07225
## 686 2016_016 0 15 0.00000000 STW 42.88503 -82.47285
## 687 2016_016 0 15 0.00000000 THB 44.95015 -83.29780
## 688 2016_016 0 15 0.00000000 WLW 42.64384 -82.50991
## 689 2016_017 0 16 0.00000000 BBW 45.77582 -84.61310
## 690 2016_017 0 16 0.00000000 BFR 42.86173 -78.84803
## 691 2016_017 0 16 0.00000000 BHE 42.87251 -78.91030
## 692 2016_017 0 16 0.00000000 BIN 42.34490 -82.99053
## 693 2016_017 0 16 0.00000000 BLE 42.71809 -82.49722
## 694 2016_017 0 16 0.00000000 BLK 42.99111 -82.44659
## 695 2016_017 2 16 0.12500000 CHN 42.61033 -82.47659
## 696 2016_017 1 16 0.06250000 DRF 42.21756 -83.12886
## 697 2016_017 2 16 0.12500000 DRL 42.08274 -83.11846
## 698 2016_017 2 16 0.12500000 DRU 42.35483 -82.93436
## 699 2016_017 0 16 0.00000000 DUN 42.50212 -79.35815
## 700 2016_017 0 16 0.00000000 FIC 42.23223 -83.10903
## 701 2016_017 3 16 0.18750000 FWE 42.69823 -82.48843
## 702 2016_017 3 16 0.18750000 FWW 42.70022 -82.49789
## 703 2016_017 0 16 0.00000000 GBD 43.33332 -81.78406
## 704 2016_017 1 16 0.06250000 GRE 42.22389 -83.12938
## 705 2016_017 0 16 0.00000000 GRO 42.86675 -79.57433
## 706 2016_017 1 16 0.06250000 GRW 42.21902 -83.13803
## 707 2016_017 0 16 0.00000000 HBB 43.18202 -82.12013
## 708 2016_017 0 16 0.00000000 IGN 45.85712 -84.66344
## 709 2016_017 2 16 0.12500000 JHN 42.49869 -82.47186
## 710 2016_017 0 16 0.00000000 LEX 43.24039 -82.44801
## 711 2016_017 0 16 0.00000000 LGR 42.85280 -79.57850
## 712 2016_017 0 16 0.00000000 LKS 42.80973 -78.86965
## 713 2016_017 0 16 0.00000000 LPL 42.49900 -79.99068
## 714 2016_017 0 16 0.00000000 LSC 42.46868 -82.72897
## 715 2016_017 0 16 0.00000000 MCK 45.80401 -84.76414
## 716 2016_017 1 16 0.06250000 MGE 42.82680 -82.47572
## 717 2016_017 2 16 0.12500000 MGW 42.82710 -82.48243
## 718 2016_017 0 16 0.00000000 NSA 42.51040 -79.29858
## 719 2016_017 0 16 0.00000000 OSC 44.45150 -83.23010
## 720 2016_017 0 16 0.00000000 PRS 45.33398 -83.45836
## 721 2016_017 0 16 0.00000000 SBI 44.09034 -83.38077
## 722 2016_017 0 16 0.00000000 SBO 44.14804 -83.27514
## 723 2016_017 4 16 0.25000000 SCL 42.61865 -82.62531
## 724 2016_017 3 16 0.18750000 SCM 42.77434 -82.47131
## 725 2016_017 0 16 0.00000000 SCU 43.00888 -82.41459
## 726 2016_017 0 16 0.00000000 SGR 43.61235 -83.86096
## 727 2016_017 3 16 0.18750000 STE 42.88137 -82.46010
## 728 2016_017 0 16 0.00000000 STU 42.76981 -79.07225
## 729 2016_017 0 16 0.00000000 STW 42.88503 -82.47285
## 730 2016_017 0 16 0.00000000 THB 44.95015 -83.29780
## 731 2016_017 2 16 0.12500000 WLW 42.64384 -82.50991
## 732 2016_018 0 7 0.00000000 BBW 45.77582 -84.61310
## 733 2016_018 0 7 0.00000000 BFR 42.86173 -78.84803
## 734 2016_018 0 7 0.00000000 BHE 42.87251 -78.91030
## 735 2016_018 0 7 0.00000000 BIN 42.34490 -82.99053
## 736 2016_018 0 7 0.00000000 BLE 42.71809 -82.49722
## 737 2016_018 0 7 0.00000000 BLK 42.99111 -82.44659
## 738 2016_018 0 7 0.00000000 CHN 42.61033 -82.47659
## 739 2016_018 1 7 0.14285714 DRF 42.21756 -83.12886
## 740 2016_018 2 7 0.28571429 DRL 42.08274 -83.11846
## 741 2016_018 1 7 0.14285714 DRU 42.35483 -82.93436
## 742 2016_018 0 7 0.00000000 DUN 42.50212 -79.35815
## 743 2016_018 1 7 0.14285714 FIC 42.23223 -83.10903
## 744 2016_018 0 7 0.00000000 FWE 42.69823 -82.48843
## 745 2016_018 0 7 0.00000000 FWW 42.70022 -82.49789
## 746 2016_018 0 7 0.00000000 GBD 43.33332 -81.78406
## 747 2016_018 0 7 0.00000000 GRE 42.22389 -83.12938
## 748 2016_018 0 7 0.00000000 GRO 42.86675 -79.57433
## 749 2016_018 0 7 0.00000000 GRW 42.21902 -83.13803
## 750 2016_018 0 7 0.00000000 HBB 43.18202 -82.12013
## 751 2016_018 0 7 0.00000000 IGN 45.85712 -84.66344
## 752 2016_018 0 7 0.00000000 JHN 42.49869 -82.47186
## 753 2016_018 0 7 0.00000000 LEX 43.24039 -82.44801
## 754 2016_018 0 7 0.00000000 LGR 42.85280 -79.57850
## 755 2016_018 0 7 0.00000000 LKS 42.80973 -78.86965
## 756 2016_018 0 7 0.00000000 LPL 42.49900 -79.99068
## 757 2016_018 3 7 0.42857143 LSC 42.46868 -82.72897
## 758 2016_018 0 7 0.00000000 MCK 45.80401 -84.76414
## 759 2016_018 0 7 0.00000000 MGE 42.82680 -82.47572
## 760 2016_018 0 7 0.00000000 MGW 42.82710 -82.48243
## 761 2016_018 0 7 0.00000000 NSA 42.51040 -79.29858
## 762 2016_018 0 7 0.00000000 OSC 44.45150 -83.23010
## 763 2016_018 0 7 0.00000000 PRS 45.33398 -83.45836
## 764 2016_018 0 7 0.00000000 SBI 44.09034 -83.38077
## 765 2016_018 0 7 0.00000000 SBO 44.14804 -83.27514
## 766 2016_018 0 7 0.00000000 SCL 42.61865 -82.62531
## 767 2016_018 0 7 0.00000000 SCM 42.77434 -82.47131
## 768 2016_018 0 7 0.00000000 SCU 43.00888 -82.41459
## 769 2016_018 0 7 0.00000000 SGR 43.61235 -83.86096
## 770 2016_018 0 7 0.00000000 STE 42.88137 -82.46010
## 771 2016_018 0 7 0.00000000 STU 42.76981 -79.07225
## 772 2016_018 0 7 0.00000000 STW 42.88503 -82.47285
## 773 2016_018 0 7 0.00000000 THB 44.95015 -83.29780
## 774 2016_018 0 7 0.00000000 WLW 42.64384 -82.50991
## 775 2016_019 0 12 0.00000000 BBW 45.77582 -84.61310
## 776 2016_019 0 12 0.00000000 BFR 42.86173 -78.84803
## 777 2016_019 0 12 0.00000000 BHE 42.87251 -78.91030
## 778 2016_019 0 12 0.00000000 BIN 42.34490 -82.99053
## 779 2016_019 0 12 0.00000000 BLE 42.71809 -82.49722
## 780 2016_019 0 12 0.00000000 BLK 42.99111 -82.44659
## 781 2016_019 0 12 0.00000000 CHN 42.61033 -82.47659
## 782 2016_019 3 12 0.25000000 DRF 42.21756 -83.12886
## 783 2016_019 2 12 0.16666667 DRL 42.08274 -83.11846
## 784 2016_019 0 12 0.00000000 DRU 42.35483 -82.93436
## 785 2016_019 0 12 0.00000000 DUN 42.50212 -79.35815
## 786 2016_019 0 12 0.00000000 FIC 42.23223 -83.10903
## 787 2016_019 0 12 0.00000000 FWE 42.69823 -82.48843
## 788 2016_019 0 12 0.00000000 FWW 42.70022 -82.49789
## 789 2016_019 0 12 0.00000000 GBD 43.33332 -81.78406
## 790 2016_019 9 12 0.75000000 GRE 42.22389 -83.12938
## 791 2016_019 0 12 0.00000000 GRO 42.86675 -79.57433
## 792 2016_019 0 12 0.00000000 GRW 42.21902 -83.13803
## 793 2016_019 0 12 0.00000000 HBB 43.18202 -82.12013
## 794 2016_019 0 12 0.00000000 IGN 45.85712 -84.66344
## 795 2016_019 0 12 0.00000000 JHN 42.49869 -82.47186
## 796 2016_019 0 12 0.00000000 LEX 43.24039 -82.44801
## 797 2016_019 0 12 0.00000000 LGR 42.85280 -79.57850
## 798 2016_019 0 12 0.00000000 LKS 42.80973 -78.86965
## 799 2016_019 0 12 0.00000000 LPL 42.49900 -79.99068
## 800 2016_019 0 12 0.00000000 LSC 42.46868 -82.72897
## 801 2016_019 0 12 0.00000000 MCK 45.80401 -84.76414
## 802 2016_019 0 12 0.00000000 MGE 42.82680 -82.47572
## 803 2016_019 0 12 0.00000000 MGW 42.82710 -82.48243
## 804 2016_019 0 12 0.00000000 NSA 42.51040 -79.29858
## 805 2016_019 0 12 0.00000000 OSC 44.45150 -83.23010
## 806 2016_019 0 12 0.00000000 PRS 45.33398 -83.45836
## 807 2016_019 0 12 0.00000000 SBI 44.09034 -83.38077
## 808 2016_019 0 12 0.00000000 SBO 44.14804 -83.27514
## 809 2016_019 0 12 0.00000000 SCL 42.61865 -82.62531
## 810 2016_019 0 12 0.00000000 SCM 42.77434 -82.47131
## 811 2016_019 0 12 0.00000000 SCU 43.00888 -82.41459
## 812 2016_019 0 12 0.00000000 SGR 43.61235 -83.86096
## 813 2016_019 0 12 0.00000000 STE 42.88137 -82.46010
## 814 2016_019 0 12 0.00000000 STU 42.76981 -79.07225
## 815 2016_019 0 12 0.00000000 STW 42.88503 -82.47285
## 816 2016_019 0 12 0.00000000 THB 44.95015 -83.29780
## 817 2016_019 0 12 0.00000000 WLW 42.64384 -82.50991
## 818 2016_020 0 12 0.00000000 BBW 45.77582 -84.61310
## 819 2016_020 0 12 0.00000000 BFR 42.86173 -78.84803
## 820 2016_020 0 12 0.00000000 BHE 42.87251 -78.91030
## 821 2016_020 0 12 0.00000000 BIN 42.34490 -82.99053
## 822 2016_020 0 12 0.00000000 BLE 42.71809 -82.49722
## 823 2016_020 0 12 0.00000000 BLK 42.99111 -82.44659
## 824 2016_020 0 12 0.00000000 CHN 42.61033 -82.47659
## 825 2016_020 1 12 0.08333333 DRF 42.21756 -83.12886
## 826 2016_020 2 12 0.16666667 DRL 42.08274 -83.11846
## 827 2016_020 1 12 0.08333333 DRU 42.35483 -82.93436
## 828 2016_020 0 12 0.00000000 DUN 42.50212 -79.35815
## 829 2016_020 1 12 0.08333333 FIC 42.23223 -83.10903
## 830 2016_020 2 12 0.16666667 FWE 42.69823 -82.48843
## 831 2016_020 2 12 0.16666667 FWW 42.70022 -82.49789
## 832 2016_020 0 12 0.00000000 GBD 43.33332 -81.78406
## 833 2016_020 0 12 0.00000000 GRE 42.22389 -83.12938
## 834 2016_020 0 12 0.00000000 GRO 42.86675 -79.57433
## 835 2016_020 0 12 0.00000000 GRW 42.21902 -83.13803
## 836 2016_020 0 12 0.00000000 HBB 43.18202 -82.12013
## 837 2016_020 0 12 0.00000000 IGN 45.85712 -84.66344
## 838 2016_020 0 12 0.00000000 JHN 42.49869 -82.47186
## 839 2016_020 0 12 0.00000000 LEX 43.24039 -82.44801
## 840 2016_020 0 12 0.00000000 LGR 42.85280 -79.57850
## 841 2016_020 0 12 0.00000000 LKS 42.80973 -78.86965
## 842 2016_020 0 12 0.00000000 LPL 42.49900 -79.99068
## 843 2016_020 1 12 0.08333333 LSC 42.46868 -82.72897
## 844 2016_020 0 12 0.00000000 MCK 45.80401 -84.76414
## 845 2016_020 0 12 0.00000000 MGE 42.82680 -82.47572
## 846 2016_020 2 12 0.16666667 MGW 42.82710 -82.48243
## 847 2016_020 0 12 0.00000000 NSA 42.51040 -79.29858
## 848 2016_020 0 12 0.00000000 OSC 44.45150 -83.23010
## 849 2016_020 0 12 0.00000000 PRS 45.33398 -83.45836
## 850 2016_020 0 12 0.00000000 SBI 44.09034 -83.38077
## 851 2016_020 0 12 0.00000000 SBO 44.14804 -83.27514
## 852 2016_020 2 12 0.16666667 SCL 42.61865 -82.62531
## 853 2016_020 2 12 0.16666667 SCM 42.77434 -82.47131
## 854 2016_020 0 12 0.00000000 SCU 43.00888 -82.41459
## 855 2016_020 0 12 0.00000000 SGR 43.61235 -83.86096
## 856 2016_020 0 12 0.00000000 STE 42.88137 -82.46010
## 857 2016_020 0 12 0.00000000 STU 42.76981 -79.07225
## 858 2016_020 2 12 0.16666667 STW 42.88503 -82.47285
## 859 2016_020 0 12 0.00000000 THB 44.95015 -83.29780
## 860 2016_020 2 12 0.16666667 WLW 42.64384 -82.50991
## 861 2016_021 0 2 0.00000000 BBW 45.77582 -84.61310
## 862 2016_021 0 2 0.00000000 BFR 42.86173 -78.84803
## 863 2016_021 0 2 0.00000000 BHE 42.87251 -78.91030
## 864 2016_021 0 2 0.00000000 BIN 42.34490 -82.99053
## 865 2016_021 0 2 0.00000000 BLE 42.71809 -82.49722
## 866 2016_021 0 2 0.00000000 BLK 42.99111 -82.44659
## 867 2016_021 0 2 0.00000000 CHN 42.61033 -82.47659
## 868 2016_021 2 2 1.00000000 DRF 42.21756 -83.12886
## 869 2016_021 1 2 0.50000000 DRL 42.08274 -83.11846
## 870 2016_021 1 2 0.50000000 DRU 42.35483 -82.93436
## 871 2016_021 0 2 0.00000000 DUN 42.50212 -79.35815
## 872 2016_021 0 2 0.00000000 FIC 42.23223 -83.10903
## 873 2016_021 0 2 0.00000000 FWE 42.69823 -82.48843
## 874 2016_021 0 2 0.00000000 FWW 42.70022 -82.49789
## 875 2016_021 0 2 0.00000000 GBD 43.33332 -81.78406
## 876 2016_021 1 2 0.50000000 GRE 42.22389 -83.12938
## 877 2016_021 0 2 0.00000000 GRO 42.86675 -79.57433
## 878 2016_021 0 2 0.00000000 GRW 42.21902 -83.13803
## 879 2016_021 0 2 0.00000000 HBB 43.18202 -82.12013
## 880 2016_021 0 2 0.00000000 IGN 45.85712 -84.66344
## 881 2016_021 0 2 0.00000000 JHN 42.49869 -82.47186
## 882 2016_021 0 2 0.00000000 LEX 43.24039 -82.44801
## 883 2016_021 0 2 0.00000000 LGR 42.85280 -79.57850
## 884 2016_021 0 2 0.00000000 LKS 42.80973 -78.86965
## 885 2016_021 0 2 0.00000000 LPL 42.49900 -79.99068
## 886 2016_021 0 2 0.00000000 LSC 42.46868 -82.72897
## 887 2016_021 0 2 0.00000000 MCK 45.80401 -84.76414
## 888 2016_021 0 2 0.00000000 MGE 42.82680 -82.47572
## 889 2016_021 0 2 0.00000000 MGW 42.82710 -82.48243
## 890 2016_021 0 2 0.00000000 NSA 42.51040 -79.29858
## 891 2016_021 0 2 0.00000000 OSC 44.45150 -83.23010
## 892 2016_021 0 2 0.00000000 PRS 45.33398 -83.45836
## 893 2016_021 0 2 0.00000000 SBI 44.09034 -83.38077
## 894 2016_021 0 2 0.00000000 SBO 44.14804 -83.27514
## 895 2016_021 0 2 0.00000000 SCL 42.61865 -82.62531
## 896 2016_021 0 2 0.00000000 SCM 42.77434 -82.47131
## 897 2016_021 0 2 0.00000000 SCU 43.00888 -82.41459
## 898 2016_021 0 2 0.00000000 SGR 43.61235 -83.86096
## 899 2016_021 0 2 0.00000000 STE 42.88137 -82.46010
## 900 2016_021 0 2 0.00000000 STU 42.76981 -79.07225
## 901 2016_021 0 2 0.00000000 STW 42.88503 -82.47285
## 902 2016_021 0 2 0.00000000 THB 44.95015 -83.29780
## 903 2016_021 0 2 0.00000000 WLW 42.64384 -82.50991
## 904 2016_022 0 57 0.00000000 BBW 45.77582 -84.61310
## 905 2016_022 0 57 0.00000000 BFR 42.86173 -78.84803
## 906 2016_022 0 57 0.00000000 BHE 42.87251 -78.91030
## 907 2016_022 0 57 0.00000000 BIN 42.34490 -82.99053
## 908 2016_022 0 57 0.00000000 BLE 42.71809 -82.49722
## 909 2016_022 0 57 0.00000000 BLK 42.99111 -82.44659
## 910 2016_022 0 57 0.00000000 CHN 42.61033 -82.47659
## 911 2016_022 7 57 0.12280702 DRF 42.21756 -83.12886
## 912 2016_022 1 57 0.01754386 DRL 42.08274 -83.11846
## 913 2016_022 3 57 0.05263158 DRU 42.35483 -82.93436
## 914 2016_022 0 57 0.00000000 DUN 42.50212 -79.35815
## 915 2016_022 0 57 0.00000000 FIC 42.23223 -83.10903
## 916 2016_022 0 57 0.00000000 FWE 42.69823 -82.48843
## 917 2016_022 0 57 0.00000000 FWW 42.70022 -82.49789
## 918 2016_022 0 57 0.00000000 GBD 43.33332 -81.78406
## 919 2016_022 49 57 0.85964912 GRE 42.22389 -83.12938
## 920 2016_022 0 57 0.00000000 GRO 42.86675 -79.57433
## 921 2016_022 2 57 0.03508772 GRW 42.21902 -83.13803
## 922 2016_022 0 57 0.00000000 HBB 43.18202 -82.12013
## 923 2016_022 0 57 0.00000000 IGN 45.85712 -84.66344
## 924 2016_022 0 57 0.00000000 JHN 42.49869 -82.47186
## 925 2016_022 0 57 0.00000000 LEX 43.24039 -82.44801
## 926 2016_022 0 57 0.00000000 LGR 42.85280 -79.57850
## 927 2016_022 0 57 0.00000000 LKS 42.80973 -78.86965
## 928 2016_022 0 57 0.00000000 LPL 42.49900 -79.99068
## 929 2016_022 0 57 0.00000000 LSC 42.46868 -82.72897
## 930 2016_022 0 57 0.00000000 MCK 45.80401 -84.76414
## 931 2016_022 0 57 0.00000000 MGE 42.82680 -82.47572
## 932 2016_022 0 57 0.00000000 MGW 42.82710 -82.48243
## 933 2016_022 0 57 0.00000000 NSA 42.51040 -79.29858
## 934 2016_022 0 57 0.00000000 OSC 44.45150 -83.23010
## 935 2016_022 0 57 0.00000000 PRS 45.33398 -83.45836
## 936 2016_022 0 57 0.00000000 SBI 44.09034 -83.38077
## 937 2016_022 0 57 0.00000000 SBO 44.14804 -83.27514
## 938 2016_022 0 57 0.00000000 SCL 42.61865 -82.62531
## 939 2016_022 0 57 0.00000000 SCM 42.77434 -82.47131
## 940 2016_022 0 57 0.00000000 SCU 43.00888 -82.41459
## 941 2016_022 0 57 0.00000000 SGR 43.61235 -83.86096
## 942 2016_022 0 57 0.00000000 STE 42.88137 -82.46010
## 943 2016_022 0 57 0.00000000 STU 42.76981 -79.07225
## 944 2016_022 0 57 0.00000000 STW 42.88503 -82.47285
## 945 2016_022 0 57 0.00000000 THB 44.95015 -83.29780
## 946 2016_022 0 57 0.00000000 WLW 42.64384 -82.50991
## 947 2016_023 0 12 0.00000000 BBW 45.77582 -84.61310
## 948 2016_023 1 12 0.08333333 BFR 42.86173 -78.84803
## 949 2016_023 4 12 0.33333333 BHE 42.87251 -78.91030
## 950 2016_023 0 12 0.00000000 BIN 42.34490 -82.99053
## 951 2016_023 0 12 0.00000000 BLE 42.71809 -82.49722
## 952 2016_023 0 12 0.00000000 BLK 42.99111 -82.44659
## 953 2016_023 0 12 0.00000000 CHN 42.61033 -82.47659
## 954 2016_023 0 12 0.00000000 DRF 42.21756 -83.12886
## 955 2016_023 1 12 0.08333333 DRL 42.08274 -83.11846
## 956 2016_023 0 12 0.00000000 DRU 42.35483 -82.93436
## 957 2016_023 0 12 0.00000000 DUN 42.50212 -79.35815
## 958 2016_023 0 12 0.00000000 FIC 42.23223 -83.10903
## 959 2016_023 0 12 0.00000000 FWE 42.69823 -82.48843
## 960 2016_023 0 12 0.00000000 FWW 42.70022 -82.49789
## 961 2016_023 0 12 0.00000000 GBD 43.33332 -81.78406
## 962 2016_023 0 12 0.00000000 GRE 42.22389 -83.12938
## 963 2016_023 1 12 0.08333333 GRO 42.86675 -79.57433
## 964 2016_023 0 12 0.00000000 GRW 42.21902 -83.13803
## 965 2016_023 0 12 0.00000000 HBB 43.18202 -82.12013
## 966 2016_023 0 12 0.00000000 IGN 45.85712 -84.66344
## 967 2016_023 0 12 0.00000000 JHN 42.49869 -82.47186
## 968 2016_023 0 12 0.00000000 LEX 43.24039 -82.44801
## 969 2016_023 2 12 0.16666667 LGR 42.85280 -79.57850
## 970 2016_023 0 12 0.00000000 LKS 42.80973 -78.86965
## 971 2016_023 4 12 0.33333333 LPL 42.49900 -79.99068
## 972 2016_023 0 12 0.00000000 LSC 42.46868 -82.72897
## 973 2016_023 0 12 0.00000000 MCK 45.80401 -84.76414
## 974 2016_023 0 12 0.00000000 MGE 42.82680 -82.47572
## 975 2016_023 0 12 0.00000000 MGW 42.82710 -82.48243
## 976 2016_023 0 12 0.00000000 NSA 42.51040 -79.29858
## 977 2016_023 0 12 0.00000000 OSC 44.45150 -83.23010
## 978 2016_023 0 12 0.00000000 PRS 45.33398 -83.45836
## 979 2016_023 0 12 0.00000000 SBI 44.09034 -83.38077
## 980 2016_023 0 12 0.00000000 SBO 44.14804 -83.27514
## 981 2016_023 0 12 0.00000000 SCL 42.61865 -82.62531
## 982 2016_023 0 12 0.00000000 SCM 42.77434 -82.47131
## 983 2016_023 0 12 0.00000000 SCU 43.00888 -82.41459
## 984 2016_023 0 12 0.00000000 SGR 43.61235 -83.86096
## 985 2016_023 0 12 0.00000000 STE 42.88137 -82.46010
## 986 2016_023 0 12 0.00000000 STU 42.76981 -79.07225
## 987 2016_023 0 12 0.00000000 STW 42.88503 -82.47285
## 988 2016_023 0 12 0.00000000 THB 44.95015 -83.29780
## 989 2016_023 0 12 0.00000000 WLW 42.64384 -82.50991
## 990 2016_024 0 11 0.00000000 BBW 45.77582 -84.61310
## 991 2016_024 0 11 0.00000000 BFR 42.86173 -78.84803
## 992 2016_024 0 11 0.00000000 BHE 42.87251 -78.91030
## 993 2016_024 0 11 0.00000000 BIN 42.34490 -82.99053
## 994 2016_024 0 11 0.00000000 BLE 42.71809 -82.49722
## 995 2016_024 0 11 0.00000000 BLK 42.99111 -82.44659
## 996 2016_024 0 11 0.00000000 CHN 42.61033 -82.47659
## 997 2016_024 1 11 0.09090909 DRF 42.21756 -83.12886
## 998 2016_024 1 11 0.09090909 DRL 42.08274 -83.11846
## 999 2016_024 2 11 0.18181818 DRU 42.35483 -82.93436
## 1000 2016_024 0 11 0.00000000 DUN 42.50212 -79.35815
## 1001 2016_024 1 11 0.09090909 FIC 42.23223 -83.10903
## 1002 2016_024 0 11 0.00000000 FWE 42.69823 -82.48843
## 1003 2016_024 1 11 0.09090909 FWW 42.70022 -82.49789
## 1004 2016_024 0 11 0.00000000 GBD 43.33332 -81.78406
## 1005 2016_024 0 11 0.00000000 GRE 42.22389 -83.12938
## 1006 2016_024 0 11 0.00000000 GRO 42.86675 -79.57433
## 1007 2016_024 0 11 0.00000000 GRW 42.21902 -83.13803
## 1008 2016_024 0 11 0.00000000 HBB 43.18202 -82.12013
## 1009 2016_024 0 11 0.00000000 IGN 45.85712 -84.66344
## 1010 2016_024 0 11 0.00000000 JHN 42.49869 -82.47186
## 1011 2016_024 0 11 0.00000000 LEX 43.24039 -82.44801
## 1012 2016_024 0 11 0.00000000 LGR 42.85280 -79.57850
## 1013 2016_024 0 11 0.00000000 LKS 42.80973 -78.86965
## 1014 2016_024 0 11 0.00000000 LPL 42.49900 -79.99068
## 1015 2016_024 1 11 0.09090909 LSC 42.46868 -82.72897
## 1016 2016_024 0 11 0.00000000 MCK 45.80401 -84.76414
## 1017 2016_024 1 11 0.09090909 MGE 42.82680 -82.47572
## 1018 2016_024 2 11 0.18181818 MGW 42.82710 -82.48243
## 1019 2016_024 0 11 0.00000000 NSA 42.51040 -79.29858
## 1020 2016_024 0 11 0.00000000 OSC 44.45150 -83.23010
## 1021 2016_024 0 11 0.00000000 PRS 45.33398 -83.45836
## 1022 2016_024 0 11 0.00000000 SBI 44.09034 -83.38077
## 1023 2016_024 0 11 0.00000000 SBO 44.14804 -83.27514
## 1024 2016_024 1 11 0.09090909 SCL 42.61865 -82.62531
## 1025 2016_024 1 11 0.09090909 SCM 42.77434 -82.47131
## 1026 2016_024 0 11 0.00000000 SCU 43.00888 -82.41459
## 1027 2016_024 0 11 0.00000000 SGR 43.61235 -83.86096
## 1028 2016_024 0 11 0.00000000 STE 42.88137 -82.46010
## 1029 2016_024 0 11 0.00000000 STU 42.76981 -79.07225
## 1030 2016_024 2 11 0.18181818 STW 42.88503 -82.47285
## 1031 2016_024 0 11 0.00000000 THB 44.95015 -83.29780
## 1032 2016_024 1 11 0.09090909 WLW 42.64384 -82.50991
## 1033 2016_025 0 4 0.00000000 BBW 45.77582 -84.61310
## 1034 2016_025 0 4 0.00000000 BFR 42.86173 -78.84803
## 1035 2016_025 0 4 0.00000000 BHE 42.87251 -78.91030
## 1036 2016_025 0 4 0.00000000 BIN 42.34490 -82.99053
## 1037 2016_025 0 4 0.00000000 BLE 42.71809 -82.49722
## 1038 2016_025 0 4 0.00000000 BLK 42.99111 -82.44659
## 1039 2016_025 0 4 0.00000000 CHN 42.61033 -82.47659
## 1040 2016_025 1 4 0.25000000 DRF 42.21756 -83.12886
## 1041 2016_025 2 4 0.50000000 DRL 42.08274 -83.11846
## 1042 2016_025 1 4 0.25000000 DRU 42.35483 -82.93436
## 1043 2016_025 0 4 0.00000000 DUN 42.50212 -79.35815
## 1044 2016_025 0 4 0.00000000 FIC 42.23223 -83.10903
## 1045 2016_025 0 4 0.00000000 FWE 42.69823 -82.48843
## 1046 2016_025 0 4 0.00000000 FWW 42.70022 -82.49789
## 1047 2016_025 0 4 0.00000000 GBD 43.33332 -81.78406
## 1048 2016_025 1 4 0.25000000 GRE 42.22389 -83.12938
## 1049 2016_025 0 4 0.00000000 GRO 42.86675 -79.57433
## 1050 2016_025 0 4 0.00000000 GRW 42.21902 -83.13803
## 1051 2016_025 0 4 0.00000000 HBB 43.18202 -82.12013
## 1052 2016_025 0 4 0.00000000 IGN 45.85712 -84.66344
## 1053 2016_025 0 4 0.00000000 JHN 42.49869 -82.47186
## 1054 2016_025 0 4 0.00000000 LEX 43.24039 -82.44801
## 1055 2016_025 0 4 0.00000000 LGR 42.85280 -79.57850
## 1056 2016_025 0 4 0.00000000 LKS 42.80973 -78.86965
## 1057 2016_025 0 4 0.00000000 LPL 42.49900 -79.99068
## 1058 2016_025 0 4 0.00000000 LSC 42.46868 -82.72897
## 1059 2016_025 0 4 0.00000000 MCK 45.80401 -84.76414
## 1060 2016_025 0 4 0.00000000 MGE 42.82680 -82.47572
## 1061 2016_025 0 4 0.00000000 MGW 42.82710 -82.48243
## 1062 2016_025 0 4 0.00000000 NSA 42.51040 -79.29858
## 1063 2016_025 0 4 0.00000000 OSC 44.45150 -83.23010
## 1064 2016_025 0 4 0.00000000 PRS 45.33398 -83.45836
## 1065 2016_025 0 4 0.00000000 SBI 44.09034 -83.38077
## 1066 2016_025 0 4 0.00000000 SBO 44.14804 -83.27514
## 1067 2016_025 0 4 0.00000000 SCL 42.61865 -82.62531
## 1068 2016_025 0 4 0.00000000 SCM 42.77434 -82.47131
## 1069 2016_025 0 4 0.00000000 SCU 43.00888 -82.41459
## 1070 2016_025 0 4 0.00000000 SGR 43.61235 -83.86096
## 1071 2016_025 0 4 0.00000000 STE 42.88137 -82.46010
## 1072 2016_025 0 4 0.00000000 STU 42.76981 -79.07225
## 1073 2016_025 0 4 0.00000000 STW 42.88503 -82.47285
## 1074 2016_025 0 4 0.00000000 THB 44.95015 -83.29780
## 1075 2016_025 0 4 0.00000000 WLW 42.64384 -82.50991
## 1076 2016_026 0 11 0.00000000 BBW 45.77582 -84.61310
## 1077 2016_026 0 11 0.00000000 BFR 42.86173 -78.84803
## 1078 2016_026 0 11 0.00000000 BHE 42.87251 -78.91030
## 1079 2016_026 0 11 0.00000000 BIN 42.34490 -82.99053
## 1080 2016_026 0 11 0.00000000 BLE 42.71809 -82.49722
## 1081 2016_026 0 11 0.00000000 BLK 42.99111 -82.44659
## 1082 2016_026 0 11 0.00000000 CHN 42.61033 -82.47659
## 1083 2016_026 2 11 0.18181818 DRF 42.21756 -83.12886
## 1084 2016_026 1 11 0.09090909 DRL 42.08274 -83.11846
## 1085 2016_026 1 11 0.09090909 DRU 42.35483 -82.93436
## 1086 2016_026 0 11 0.00000000 DUN 42.50212 -79.35815
## 1087 2016_026 2 11 0.18181818 FIC 42.23223 -83.10903
## 1088 2016_026 0 11 0.00000000 FWE 42.69823 -82.48843
## 1089 2016_026 2 11 0.18181818 FWW 42.70022 -82.49789
## 1090 2016_026 0 11 0.00000000 GBD 43.33332 -81.78406
## 1091 2016_026 0 11 0.00000000 GRE 42.22389 -83.12938
## 1092 2016_026 0 11 0.00000000 GRO 42.86675 -79.57433
## 1093 2016_026 0 11 0.00000000 GRW 42.21902 -83.13803
## 1094 2016_026 0 11 0.00000000 HBB 43.18202 -82.12013
## 1095 2016_026 0 11 0.00000000 IGN 45.85712 -84.66344
## 1096 2016_026 0 11 0.00000000 JHN 42.49869 -82.47186
## 1097 2016_026 0 11 0.00000000 LEX 43.24039 -82.44801
## 1098 2016_026 0 11 0.00000000 LGR 42.85280 -79.57850
## 1099 2016_026 0 11 0.00000000 LKS 42.80973 -78.86965
## 1100 2016_026 0 11 0.00000000 LPL 42.49900 -79.99068
## 1101 2016_026 1 11 0.09090909 LSC 42.46868 -82.72897
## 1102 2016_026 0 11 0.00000000 MCK 45.80401 -84.76414
## 1103 2016_026 2 11 0.18181818 MGE 42.82680 -82.47572
## 1104 2016_026 0 11 0.00000000 MGW 42.82710 -82.48243
## 1105 2016_026 0 11 0.00000000 NSA 42.51040 -79.29858
## 1106 2016_026 0 11 0.00000000 OSC 44.45150 -83.23010
## 1107 2016_026 0 11 0.00000000 PRS 45.33398 -83.45836
## 1108 2016_026 0 11 0.00000000 SBI 44.09034 -83.38077
## 1109 2016_026 0 11 0.00000000 SBO 44.14804 -83.27514
## 1110 2016_026 4 11 0.36363636 SCL 42.61865 -82.62531
## 1111 2016_026 2 11 0.18181818 SCM 42.77434 -82.47131
## 1112 2016_026 0 11 0.00000000 SCU 43.00888 -82.41459
## 1113 2016_026 0 11 0.00000000 SGR 43.61235 -83.86096
## 1114 2016_026 1 11 0.09090909 STE 42.88137 -82.46010
## 1115 2016_026 0 11 0.00000000 STU 42.76981 -79.07225
## 1116 2016_026 2 11 0.18181818 STW 42.88503 -82.47285
## 1117 2016_026 0 11 0.00000000 THB 44.95015 -83.29780
## 1118 2016_026 1 11 0.09090909 WLW 42.64384 -82.50991
## 1119 2016_027 0 9 0.00000000 BBW 45.77582 -84.61310
## 1120 2016_027 0 9 0.00000000 BFR 42.86173 -78.84803
## 1121 2016_027 0 9 0.00000000 BHE 42.87251 -78.91030
## 1122 2016_027 1 9 0.11111111 BIN 42.34490 -82.99053
## 1123 2016_027 0 9 0.00000000 BLE 42.71809 -82.49722
## 1124 2016_027 0 9 0.00000000 BLK 42.99111 -82.44659
## 1125 2016_027 0 9 0.00000000 CHN 42.61033 -82.47659
## 1126 2016_027 1 9 0.11111111 DRF 42.21756 -83.12886
## 1127 2016_027 2 9 0.22222222 DRL 42.08274 -83.11846
## 1128 2016_027 1 9 0.11111111 DRU 42.35483 -82.93436
## 1129 2016_027 0 9 0.00000000 DUN 42.50212 -79.35815
## 1130 2016_027 0 9 0.00000000 FIC 42.23223 -83.10903
## 1131 2016_027 1 9 0.11111111 FWE 42.69823 -82.48843
## 1132 2016_027 1 9 0.11111111 FWW 42.70022 -82.49789
## 1133 2016_027 1 9 0.11111111 GBD 43.33332 -81.78406
## 1134 2016_027 1 9 0.11111111 GRE 42.22389 -83.12938
## 1135 2016_027 0 9 0.00000000 GRO 42.86675 -79.57433
## 1136 2016_027 0 9 0.00000000 GRW 42.21902 -83.13803
## 1137 2016_027 0 9 0.00000000 HBB 43.18202 -82.12013
## 1138 2016_027 0 9 0.00000000 IGN 45.85712 -84.66344
## 1139 2016_027 0 9 0.00000000 JHN 42.49869 -82.47186
## 1140 2016_027 1 9 0.11111111 LEX 43.24039 -82.44801
## 1141 2016_027 0 9 0.00000000 LGR 42.85280 -79.57850
## 1142 2016_027 0 9 0.00000000 LKS 42.80973 -78.86965
## 1143 2016_027 0 9 0.00000000 LPL 42.49900 -79.99068
## 1144 2016_027 1 9 0.11111111 LSC 42.46868 -82.72897
## 1145 2016_027 0 9 0.00000000 MCK 45.80401 -84.76414
## 1146 2016_027 1 9 0.11111111 MGE 42.82680 -82.47572
## 1147 2016_027 1 9 0.11111111 MGW 42.82710 -82.48243
## 1148 2016_027 0 9 0.00000000 NSA 42.51040 -79.29858
## 1149 2016_027 0 9 0.00000000 OSC 44.45150 -83.23010
## 1150 2016_027 0 9 0.00000000 PRS 45.33398 -83.45836
## 1151 2016_027 0 9 0.00000000 SBI 44.09034 -83.38077
## 1152 2016_027 0 9 0.00000000 SBO 44.14804 -83.27514
## 1153 2016_027 2 9 0.22222222 SCL 42.61865 -82.62531
## 1154 2016_027 0 9 0.00000000 SCM 42.77434 -82.47131
## 1155 2016_027 1 9 0.11111111 SCU 43.00888 -82.41459
## 1156 2016_027 0 9 0.00000000 SGR 43.61235 -83.86096
## 1157 2016_027 0 9 0.00000000 STE 42.88137 -82.46010
## 1158 2016_027 0 9 0.00000000 STU 42.76981 -79.07225
## 1159 2016_027 1 9 0.11111111 STW 42.88503 -82.47285
## 1160 2016_027 0 9 0.00000000 THB 44.95015 -83.29780
## 1161 2016_027 1 9 0.11111111 WLW 42.64384 -82.50991
## 1162 2016_028 0 9 0.00000000 BBW 45.77582 -84.61310
## 1163 2016_028 0 9 0.00000000 BFR 42.86173 -78.84803
## 1164 2016_028 0 9 0.00000000 BHE 42.87251 -78.91030
## 1165 2016_028 0 9 0.00000000 BIN 42.34490 -82.99053
## 1166 2016_028 0 9 0.00000000 BLE 42.71809 -82.49722
## 1167 2016_028 0 9 0.00000000 BLK 42.99111 -82.44659
## 1168 2016_028 0 9 0.00000000 CHN 42.61033 -82.47659
## 1169 2016_028 1 9 0.11111111 DRF 42.21756 -83.12886
## 1170 2016_028 2 9 0.22222222 DRL 42.08274 -83.11846
## 1171 2016_028 1 9 0.11111111 DRU 42.35483 -82.93436
## 1172 2016_028 0 9 0.00000000 DUN 42.50212 -79.35815
## 1173 2016_028 0 9 0.00000000 FIC 42.23223 -83.10903
## 1174 2016_028 0 9 0.00000000 FWE 42.69823 -82.48843
## 1175 2016_028 1 9 0.11111111 FWW 42.70022 -82.49789
## 1176 2016_028 0 9 0.00000000 GBD 43.33332 -81.78406
## 1177 2016_028 2 9 0.22222222 GRE 42.22389 -83.12938
## 1178 2016_028 0 9 0.00000000 GRO 42.86675 -79.57433
## 1179 2016_028 0 9 0.00000000 GRW 42.21902 -83.13803
## 1180 2016_028 0 9 0.00000000 HBB 43.18202 -82.12013
## 1181 2016_028 0 9 0.00000000 IGN 45.85712 -84.66344
## 1182 2016_028 0 9 0.00000000 JHN 42.49869 -82.47186
## 1183 2016_028 0 9 0.00000000 LEX 43.24039 -82.44801
## 1184 2016_028 0 9 0.00000000 LGR 42.85280 -79.57850
## 1185 2016_028 0 9 0.00000000 LKS 42.80973 -78.86965
## 1186 2016_028 0 9 0.00000000 LPL 42.49900 -79.99068
## 1187 2016_028 0 9 0.00000000 LSC 42.46868 -82.72897
## 1188 2016_028 0 9 0.00000000 MCK 45.80401 -84.76414
## 1189 2016_028 1 9 0.11111111 MGE 42.82680 -82.47572
## 1190 2016_028 1 9 0.11111111 MGW 42.82710 -82.48243
## 1191 2016_028 0 9 0.00000000 NSA 42.51040 -79.29858
## 1192 2016_028 0 9 0.00000000 OSC 44.45150 -83.23010
## 1193 2016_028 0 9 0.00000000 PRS 45.33398 -83.45836
## 1194 2016_028 0 9 0.00000000 SBI 44.09034 -83.38077
## 1195 2016_028 0 9 0.00000000 SBO 44.14804 -83.27514
## 1196 2016_028 2 9 0.22222222 SCL 42.61865 -82.62531
## 1197 2016_028 0 9 0.00000000 SCM 42.77434 -82.47131
## 1198 2016_028 0 9 0.00000000 SCU 43.00888 -82.41459
## 1199 2016_028 0 9 0.00000000 SGR 43.61235 -83.86096
## 1200 2016_028 1 9 0.11111111 STE 42.88137 -82.46010
## 1201 2016_028 0 9 0.00000000 STU 42.76981 -79.07225
## 1202 2016_028 0 9 0.00000000 STW 42.88503 -82.47285
## 1203 2016_028 0 9 0.00000000 THB 44.95015 -83.29780
## 1204 2016_028 2 9 0.22222222 WLW 42.64384 -82.50991
## 1205 2016_029 0 10 0.00000000 BBW 45.77582 -84.61310
## 1206 2016_029 0 10 0.00000000 BFR 42.86173 -78.84803
## 1207 2016_029 0 10 0.00000000 BHE 42.87251 -78.91030
## 1208 2016_029 1 10 0.10000000 BIN 42.34490 -82.99053
## 1209 2016_029 0 10 0.00000000 BLE 42.71809 -82.49722
## 1210 2016_029 0 10 0.00000000 BLK 42.99111 -82.44659
## 1211 2016_029 0 10 0.00000000 CHN 42.61033 -82.47659
## 1212 2016_029 1 10 0.10000000 DRF 42.21756 -83.12886
## 1213 2016_029 3 10 0.30000000 DRL 42.08274 -83.11846
## 1214 2016_029 1 10 0.10000000 DRU 42.35483 -82.93436
## 1215 2016_029 0 10 0.00000000 DUN 42.50212 -79.35815
## 1216 2016_029 0 10 0.00000000 FIC 42.23223 -83.10903
## 1217 2016_029 0 10 0.00000000 FWE 42.69823 -82.48843
## 1218 2016_029 1 10 0.10000000 FWW 42.70022 -82.49789
## 1219 2016_029 0 10 0.00000000 GBD 43.33332 -81.78406
## 1220 2016_029 0 10 0.00000000 GRE 42.22389 -83.12938
## 1221 2016_029 0 10 0.00000000 GRO 42.86675 -79.57433
## 1222 2016_029 2 10 0.20000000 GRW 42.21902 -83.13803
## 1223 2016_029 0 10 0.00000000 HBB 43.18202 -82.12013
## 1224 2016_029 0 10 0.00000000 IGN 45.85712 -84.66344
## 1225 2016_029 0 10 0.00000000 JHN 42.49869 -82.47186
## 1226 2016_029 0 10 0.00000000 LEX 43.24039 -82.44801
## 1227 2016_029 0 10 0.00000000 LGR 42.85280 -79.57850
## 1228 2016_029 0 10 0.00000000 LKS 42.80973 -78.86965
## 1229 2016_029 0 10 0.00000000 LPL 42.49900 -79.99068
## 1230 2016_029 1 10 0.10000000 LSC 42.46868 -82.72897
## 1231 2016_029 0 10 0.00000000 MCK 45.80401 -84.76414
## 1232 2016_029 1 10 0.10000000 MGE 42.82680 -82.47572
## 1233 2016_029 2 10 0.20000000 MGW 42.82710 -82.48243
## 1234 2016_029 0 10 0.00000000 NSA 42.51040 -79.29858
## 1235 2016_029 0 10 0.00000000 OSC 44.45150 -83.23010
## 1236 2016_029 0 10 0.00000000 PRS 45.33398 -83.45836
## 1237 2016_029 0 10 0.00000000 SBI 44.09034 -83.38077
## 1238 2016_029 0 10 0.00000000 SBO 44.14804 -83.27514
## 1239 2016_029 1 10 0.10000000 SCL 42.61865 -82.62531
## 1240 2016_029 1 10 0.10000000 SCM 42.77434 -82.47131
## 1241 2016_029 0 10 0.00000000 SCU 43.00888 -82.41459
## 1242 2016_029 0 10 0.00000000 SGR 43.61235 -83.86096
## 1243 2016_029 0 10 0.00000000 STE 42.88137 -82.46010
## 1244 2016_029 0 10 0.00000000 STU 42.76981 -79.07225
## 1245 2016_029 2 10 0.20000000 STW 42.88503 -82.47285
## 1246 2016_029 0 10 0.00000000 THB 44.95015 -83.29780
## 1247 2016_029 1 10 0.10000000 WLW 42.64384 -82.50991
## 1248 2016_030 0 9 0.00000000 BBW 45.77582 -84.61310
## 1249 2016_030 0 9 0.00000000 BFR 42.86173 -78.84803
## 1250 2016_030 0 9 0.00000000 BHE 42.87251 -78.91030
## 1251 2016_030 0 9 0.00000000 BIN 42.34490 -82.99053
## 1252 2016_030 0 9 0.00000000 BLE 42.71809 -82.49722
## 1253 2016_030 0 9 0.00000000 BLK 42.99111 -82.44659
## 1254 2016_030 0 9 0.00000000 CHN 42.61033 -82.47659
## 1255 2016_030 1 9 0.11111111 DRF 42.21756 -83.12886
## 1256 2016_030 2 9 0.22222222 DRL 42.08274 -83.11846
## 1257 2016_030 1 9 0.11111111 DRU 42.35483 -82.93436
## 1258 2016_030 0 9 0.00000000 DUN 42.50212 -79.35815
## 1259 2016_030 0 9 0.00000000 FIC 42.23223 -83.10903
## 1260 2016_030 0 9 0.00000000 FWE 42.69823 -82.48843
## 1261 2016_030 2 9 0.22222222 FWW 42.70022 -82.49789
## 1262 2016_030 0 9 0.00000000 GBD 43.33332 -81.78406
## 1263 2016_030 1 9 0.11111111 GRE 42.22389 -83.12938
## 1264 2016_030 0 9 0.00000000 GRO 42.86675 -79.57433
## 1265 2016_030 0 9 0.00000000 GRW 42.21902 -83.13803
## 1266 2016_030 0 9 0.00000000 HBB 43.18202 -82.12013
## 1267 2016_030 0 9 0.00000000 IGN 45.85712 -84.66344
## 1268 2016_030 0 9 0.00000000 JHN 42.49869 -82.47186
## 1269 2016_030 0 9 0.00000000 LEX 43.24039 -82.44801
## 1270 2016_030 0 9 0.00000000 LGR 42.85280 -79.57850
## 1271 2016_030 0 9 0.00000000 LKS 42.80973 -78.86965
## 1272 2016_030 0 9 0.00000000 LPL 42.49900 -79.99068
## 1273 2016_030 0 9 0.00000000 LSC 42.46868 -82.72897
## 1274 2016_030 0 9 0.00000000 MCK 45.80401 -84.76414
## 1275 2016_030 1 9 0.11111111 MGE 42.82680 -82.47572
## 1276 2016_030 1 9 0.11111111 MGW 42.82710 -82.48243
## 1277 2016_030 0 9 0.00000000 NSA 42.51040 -79.29858
## 1278 2016_030 0 9 0.00000000 OSC 44.45150 -83.23010
## 1279 2016_030 0 9 0.00000000 PRS 45.33398 -83.45836
## 1280 2016_030 0 9 0.00000000 SBI 44.09034 -83.38077
## 1281 2016_030 0 9 0.00000000 SBO 44.14804 -83.27514
## 1282 2016_030 2 9 0.22222222 SCL 42.61865 -82.62531
## 1283 2016_030 2 9 0.22222222 SCM 42.77434 -82.47131
## 1284 2016_030 0 9 0.00000000 SCU 43.00888 -82.41459
## 1285 2016_030 0 9 0.00000000 SGR 43.61235 -83.86096
## 1286 2016_030 0 9 0.00000000 STE 42.88137 -82.46010
## 1287 2016_030 0 9 0.00000000 STU 42.76981 -79.07225
## 1288 2016_030 3 9 0.33333333 STW 42.88503 -82.47285
## 1289 2016_030 0 9 0.00000000 THB 44.95015 -83.29780
## 1290 2016_030 1 9 0.11111111 WLW 42.64384 -82.50991
## 1291 2016_031 0 11 0.00000000 BBW 45.77582 -84.61310
## 1292 2016_031 0 11 0.00000000 BFR 42.86173 -78.84803
## 1293 2016_031 0 11 0.00000000 BHE 42.87251 -78.91030
## 1294 2016_031 0 11 0.00000000 BIN 42.34490 -82.99053
## 1295 2016_031 0 11 0.00000000 BLE 42.71809 -82.49722
## 1296 2016_031 0 11 0.00000000 BLK 42.99111 -82.44659
## 1297 2016_031 0 11 0.00000000 CHN 42.61033 -82.47659
## 1298 2016_031 1 11 0.09090909 DRF 42.21756 -83.12886
## 1299 2016_031 3 11 0.27272727 DRL 42.08274 -83.11846
## 1300 2016_031 1 11 0.09090909 DRU 42.35483 -82.93436
## 1301 2016_031 0 11 0.00000000 DUN 42.50212 -79.35815
## 1302 2016_031 0 11 0.00000000 FIC 42.23223 -83.10903
## 1303 2016_031 0 11 0.00000000 FWE 42.69823 -82.48843
## 1304 2016_031 1 11 0.09090909 FWW 42.70022 -82.49789
## 1305 2016_031 0 11 0.00000000 GBD 43.33332 -81.78406
## 1306 2016_031 1 11 0.09090909 GRE 42.22389 -83.12938
## 1307 2016_031 0 11 0.00000000 GRO 42.86675 -79.57433
## 1308 2016_031 0 11 0.00000000 GRW 42.21902 -83.13803
## 1309 2016_031 0 11 0.00000000 HBB 43.18202 -82.12013
## 1310 2016_031 0 11 0.00000000 IGN 45.85712 -84.66344
## 1311 2016_031 0 11 0.00000000 JHN 42.49869 -82.47186
## 1312 2016_031 0 11 0.00000000 LEX 43.24039 -82.44801
## 1313 2016_031 0 11 0.00000000 LGR 42.85280 -79.57850
## 1314 2016_031 0 11 0.00000000 LKS 42.80973 -78.86965
## 1315 2016_031 0 11 0.00000000 LPL 42.49900 -79.99068
## 1316 2016_031 0 11 0.00000000 LSC 42.46868 -82.72897
## 1317 2016_031 0 11 0.00000000 MCK 45.80401 -84.76414
## 1318 2016_031 1 11 0.09090909 MGE 42.82680 -82.47572
## 1319 2016_031 0 11 0.00000000 MGW 42.82710 -82.48243
## 1320 2016_031 0 11 0.00000000 NSA 42.51040 -79.29858
## 1321 2016_031 0 11 0.00000000 OSC 44.45150 -83.23010
## 1322 2016_031 1 11 0.09090909 PRS 45.33398 -83.45836
## 1323 2016_031 0 11 0.00000000 SBI 44.09034 -83.38077
## 1324 2016_031 2 11 0.18181818 SBO 44.14804 -83.27514
## 1325 2016_031 1 11 0.09090909 SCL 42.61865 -82.62531
## 1326 2016_031 1 11 0.09090909 SCM 42.77434 -82.47131
## 1327 2016_031 1 11 0.09090909 SCU 43.00888 -82.41459
## 1328 2016_031 0 11 0.00000000 SGR 43.61235 -83.86096
## 1329 2016_031 2 11 0.18181818 STE 42.88137 -82.46010
## 1330 2016_031 0 11 0.00000000 STU 42.76981 -79.07225
## 1331 2016_031 0 11 0.00000000 STW 42.88503 -82.47285
## 1332 2016_031 0 11 0.00000000 THB 44.95015 -83.29780
## 1333 2016_031 1 11 0.09090909 WLW 42.64384 -82.50991
## 1334 2016_032 0 6 0.00000000 BBW 45.77582 -84.61310
## 1335 2016_032 0 6 0.00000000 BFR 42.86173 -78.84803
## 1336 2016_032 0 6 0.00000000 BHE 42.87251 -78.91030
## 1337 2016_032 0 6 0.00000000 BIN 42.34490 -82.99053
## 1338 2016_032 0 6 0.00000000 BLE 42.71809 -82.49722
## 1339 2016_032 0 6 0.00000000 BLK 42.99111 -82.44659
## 1340 2016_032 0 6 0.00000000 CHN 42.61033 -82.47659
## 1341 2016_032 1 6 0.16666667 DRF 42.21756 -83.12886
## 1342 2016_032 2 6 0.33333333 DRL 42.08274 -83.11846
## 1343 2016_032 2 6 0.33333333 DRU 42.35483 -82.93436
## 1344 2016_032 0 6 0.00000000 DUN 42.50212 -79.35815
## 1345 2016_032 1 6 0.16666667 FIC 42.23223 -83.10903
## 1346 2016_032 0 6 0.00000000 FWE 42.69823 -82.48843
## 1347 2016_032 0 6 0.00000000 FWW 42.70022 -82.49789
## 1348 2016_032 0 6 0.00000000 GBD 43.33332 -81.78406
## 1349 2016_032 0 6 0.00000000 GRE 42.22389 -83.12938
## 1350 2016_032 0 6 0.00000000 GRO 42.86675 -79.57433
## 1351 2016_032 0 6 0.00000000 GRW 42.21902 -83.13803
## 1352 2016_032 0 6 0.00000000 HBB 43.18202 -82.12013
## 1353 2016_032 0 6 0.00000000 IGN 45.85712 -84.66344
## 1354 2016_032 0 6 0.00000000 JHN 42.49869 -82.47186
## 1355 2016_032 0 6 0.00000000 LEX 43.24039 -82.44801
## 1356 2016_032 0 6 0.00000000 LGR 42.85280 -79.57850
## 1357 2016_032 0 6 0.00000000 LKS 42.80973 -78.86965
## 1358 2016_032 0 6 0.00000000 LPL 42.49900 -79.99068
## 1359 2016_032 3 6 0.50000000 LSC 42.46868 -82.72897
## 1360 2016_032 0 6 0.00000000 MCK 45.80401 -84.76414
## 1361 2016_032 0 6 0.00000000 MGE 42.82680 -82.47572
## 1362 2016_032 0 6 0.00000000 MGW 42.82710 -82.48243
## 1363 2016_032 0 6 0.00000000 NSA 42.51040 -79.29858
## 1364 2016_032 0 6 0.00000000 OSC 44.45150 -83.23010
## 1365 2016_032 0 6 0.00000000 PRS 45.33398 -83.45836
## 1366 2016_032 0 6 0.00000000 SBI 44.09034 -83.38077
## 1367 2016_032 0 6 0.00000000 SBO 44.14804 -83.27514
## 1368 2016_032 0 6 0.00000000 SCL 42.61865 -82.62531
## 1369 2016_032 0 6 0.00000000 SCM 42.77434 -82.47131
## 1370 2016_032 0 6 0.00000000 SCU 43.00888 -82.41459
## 1371 2016_032 0 6 0.00000000 SGR 43.61235 -83.86096
## 1372 2016_032 0 6 0.00000000 STE 42.88137 -82.46010
## 1373 2016_032 0 6 0.00000000 STU 42.76981 -79.07225
## 1374 2016_032 0 6 0.00000000 STW 42.88503 -82.47285
## 1375 2016_032 0 6 0.00000000 THB 44.95015 -83.29780
## 1376 2016_032 0 6 0.00000000 WLW 42.64384 -82.50991
## 1377 2016_033 0 36 0.00000000 BBW 45.77582 -84.61310
## 1378 2016_033 0 36 0.00000000 BFR 42.86173 -78.84803
## 1379 2016_033 0 36 0.00000000 BHE 42.87251 -78.91030
## 1380 2016_033 1 36 0.02777778 BIN 42.34490 -82.99053
## 1381 2016_033 0 36 0.00000000 BLE 42.71809 -82.49722
## 1382 2016_033 0 36 0.00000000 BLK 42.99111 -82.44659
## 1383 2016_033 0 36 0.00000000 CHN 42.61033 -82.47659
## 1384 2016_033 1 36 0.02777778 DRF 42.21756 -83.12886
## 1385 2016_033 2 36 0.05555556 DRL 42.08274 -83.11846
## 1386 2016_033 1 36 0.02777778 DRU 42.35483 -82.93436
## 1387 2016_033 0 36 0.00000000 DUN 42.50212 -79.35815
## 1388 2016_033 1 36 0.02777778 FIC 42.23223 -83.10903
## 1389 2016_033 0 36 0.00000000 FWE 42.69823 -82.48843
## 1390 2016_033 1 36 0.02777778 FWW 42.70022 -82.49789
## 1391 2016_033 0 36 0.00000000 GBD 43.33332 -81.78406
## 1392 2016_033 0 36 0.00000000 GRE 42.22389 -83.12938
## 1393 2016_033 0 36 0.00000000 GRO 42.86675 -79.57433
## 1394 2016_033 0 36 0.00000000 GRW 42.21902 -83.13803
## 1395 2016_033 0 36 0.00000000 HBB 43.18202 -82.12013
## 1396 2016_033 0 36 0.00000000 IGN 45.85712 -84.66344
## 1397 2016_033 0 36 0.00000000 JHN 42.49869 -82.47186
## 1398 2016_033 0 36 0.00000000 LEX 43.24039 -82.44801
## 1399 2016_033 0 36 0.00000000 LGR 42.85280 -79.57850
## 1400 2016_033 0 36 0.00000000 LKS 42.80973 -78.86965
## 1401 2016_033 0 36 0.00000000 LPL 42.49900 -79.99068
## 1402 2016_033 1 36 0.02777778 LSC 42.46868 -82.72897
## 1403 2016_033 0 36 0.00000000 MCK 45.80401 -84.76414
## 1404 2016_033 26 36 0.72222222 MGE 42.82680 -82.47572
## 1405 2016_033 2 36 0.05555556 MGW 42.82710 -82.48243
## 1406 2016_033 0 36 0.00000000 NSA 42.51040 -79.29858
## 1407 2016_033 0 36 0.00000000 OSC 44.45150 -83.23010
## 1408 2016_033 0 36 0.00000000 PRS 45.33398 -83.45836
## 1409 2016_033 0 36 0.00000000 SBI 44.09034 -83.38077
## 1410 2016_033 0 36 0.00000000 SBO 44.14804 -83.27514
## 1411 2016_033 1 36 0.02777778 SCL 42.61865 -82.62531
## 1412 2016_033 2 36 0.05555556 SCM 42.77434 -82.47131
## 1413 2016_033 0 36 0.00000000 SCU 43.00888 -82.41459
## 1414 2016_033 0 36 0.00000000 SGR 43.61235 -83.86096
## 1415 2016_033 0 36 0.00000000 STE 42.88137 -82.46010
## 1416 2016_033 0 36 0.00000000 STU 42.76981 -79.07225
## 1417 2016_033 0 36 0.00000000 STW 42.88503 -82.47285
## 1418 2016_033 0 36 0.00000000 THB 44.95015 -83.29780
## 1419 2016_033 0 36 0.00000000 WLW 42.64384 -82.50991
## 1420 2016_034 0 8 0.00000000 BBW 45.77582 -84.61310
## 1421 2016_034 0 8 0.00000000 BFR 42.86173 -78.84803
## 1422 2016_034 0 8 0.00000000 BHE 42.87251 -78.91030
## 1423 2016_034 1 8 0.12500000 BIN 42.34490 -82.99053
## 1424 2016_034 0 8 0.00000000 BLE 42.71809 -82.49722
## 1425 2016_034 0 8 0.00000000 BLK 42.99111 -82.44659
## 1426 2016_034 0 8 0.00000000 CHN 42.61033 -82.47659
## 1427 2016_034 1 8 0.12500000 DRF 42.21756 -83.12886
## 1428 2016_034 2 8 0.25000000 DRL 42.08274 -83.11846
## 1429 2016_034 1 8 0.12500000 DRU 42.35483 -82.93436
## 1430 2016_034 0 8 0.00000000 DUN 42.50212 -79.35815
## 1431 2016_034 1 8 0.12500000 FIC 42.23223 -83.10903
## 1432 2016_034 0 8 0.00000000 FWE 42.69823 -82.48843
## 1433 2016_034 1 8 0.12500000 FWW 42.70022 -82.49789
## 1434 2016_034 0 8 0.00000000 GBD 43.33332 -81.78406
## 1435 2016_034 0 8 0.00000000 GRE 42.22389 -83.12938
## 1436 2016_034 0 8 0.00000000 GRO 42.86675 -79.57433
## 1437 2016_034 0 8 0.00000000 GRW 42.21902 -83.13803
## 1438 2016_034 0 8 0.00000000 HBB 43.18202 -82.12013
## 1439 2016_034 0 8 0.00000000 IGN 45.85712 -84.66344
## 1440 2016_034 0 8 0.00000000 JHN 42.49869 -82.47186
## 1441 2016_034 0 8 0.00000000 LEX 43.24039 -82.44801
## 1442 2016_034 0 8 0.00000000 LGR 42.85280 -79.57850
## 1443 2016_034 0 8 0.00000000 LKS 42.80973 -78.86965
## 1444 2016_034 0 8 0.00000000 LPL 42.49900 -79.99068
## 1445 2016_034 1 8 0.12500000 LSC 42.46868 -82.72897
## 1446 2016_034 0 8 0.00000000 MCK 45.80401 -84.76414
## 1447 2016_034 0 8 0.00000000 MGE 42.82680 -82.47572
## 1448 2016_034 1 8 0.12500000 MGW 42.82710 -82.48243
## 1449 2016_034 0 8 0.00000000 NSA 42.51040 -79.29858
## 1450 2016_034 0 8 0.00000000 OSC 44.45150 -83.23010
## 1451 2016_034 0 8 0.00000000 PRS 45.33398 -83.45836
## 1452 2016_034 0 8 0.00000000 SBI 44.09034 -83.38077
## 1453 2016_034 0 8 0.00000000 SBO 44.14804 -83.27514
## 1454 2016_034 1 8 0.12500000 SCL 42.61865 -82.62531
## 1455 2016_034 0 8 0.00000000 SCM 42.77434 -82.47131
## 1456 2016_034 1 8 0.12500000 SCU 43.00888 -82.41459
## 1457 2016_034 0 8 0.00000000 SGR 43.61235 -83.86096
## 1458 2016_034 0 8 0.00000000 STE 42.88137 -82.46010
## 1459 2016_034 0 8 0.00000000 STU 42.76981 -79.07225
## 1460 2016_034 1 8 0.12500000 STW 42.88503 -82.47285
## 1461 2016_034 0 8 0.00000000 THB 44.95015 -83.29780
## 1462 2016_034 1 8 0.12500000 WLW 42.64384 -82.50991
## 1463 2016_035 0 16 0.00000000 BBW 45.77582 -84.61310
## 1464 2016_035 0 16 0.00000000 BFR 42.86173 -78.84803
## 1465 2016_035 0 16 0.00000000 BHE 42.87251 -78.91030
## 1466 2016_035 1 16 0.06250000 BIN 42.34490 -82.99053
## 1467 2016_035 0 16 0.00000000 BLE 42.71809 -82.49722
## 1468 2016_035 0 16 0.00000000 BLK 42.99111 -82.44659
## 1469 2016_035 0 16 0.00000000 CHN 42.61033 -82.47659
## 1470 2016_035 1 16 0.06250000 DRF 42.21756 -83.12886
## 1471 2016_035 1 16 0.06250000 DRL 42.08274 -83.11846
## 1472 2016_035 1 16 0.06250000 DRU 42.35483 -82.93436
## 1473 2016_035 0 16 0.00000000 DUN 42.50212 -79.35815
## 1474 2016_035 1 16 0.06250000 FIC 42.23223 -83.10903
## 1475 2016_035 1 16 0.06250000 FWE 42.69823 -82.48843
## 1476 2016_035 0 16 0.00000000 FWW 42.70022 -82.49789
## 1477 2016_035 0 16 0.00000000 GBD 43.33332 -81.78406
## 1478 2016_035 0 16 0.00000000 GRE 42.22389 -83.12938
## 1479 2016_035 0 16 0.00000000 GRO 42.86675 -79.57433
## 1480 2016_035 0 16 0.00000000 GRW 42.21902 -83.13803
## 1481 2016_035 0 16 0.00000000 HBB 43.18202 -82.12013
## 1482 2016_035 0 16 0.00000000 IGN 45.85712 -84.66344
## 1483 2016_035 0 16 0.00000000 JHN 42.49869 -82.47186
## 1484 2016_035 0 16 0.00000000 LEX 43.24039 -82.44801
## 1485 2016_035 0 16 0.00000000 LGR 42.85280 -79.57850
## 1486 2016_035 0 16 0.00000000 LKS 42.80973 -78.86965
## 1487 2016_035 0 16 0.00000000 LPL 42.49900 -79.99068
## 1488 2016_035 1 16 0.06250000 LSC 42.46868 -82.72897
## 1489 2016_035 0 16 0.00000000 MCK 45.80401 -84.76414
## 1490 2016_035 0 16 0.00000000 MGE 42.82680 -82.47572
## 1491 2016_035 4 16 0.25000000 MGW 42.82710 -82.48243
## 1492 2016_035 0 16 0.00000000 NSA 42.51040 -79.29858
## 1493 2016_035 0 16 0.00000000 OSC 44.45150 -83.23010
## 1494 2016_035 0 16 0.00000000 PRS 45.33398 -83.45836
## 1495 2016_035 0 16 0.00000000 SBI 44.09034 -83.38077
## 1496 2016_035 0 16 0.00000000 SBO 44.14804 -83.27514
## 1497 2016_035 5 16 0.31250000 SCL 42.61865 -82.62531
## 1498 2016_035 2 16 0.12500000 SCM 42.77434 -82.47131
## 1499 2016_035 0 16 0.00000000 SCU 43.00888 -82.41459
## 1500 2016_035 0 16 0.00000000 SGR 43.61235 -83.86096
## 1501 2016_035 0 16 0.00000000 STE 42.88137 -82.46010
## 1502 2016_035 0 16 0.00000000 STU 42.76981 -79.07225
## 1503 2016_035 0 16 0.00000000 STW 42.88503 -82.47285
## 1504 2016_035 0 16 0.00000000 THB 44.95015 -83.29780
## 1505 2016_035 3 16 0.18750000 WLW 42.64384 -82.50991
## 1506 2016_036 0 5 0.00000000 BBW 45.77582 -84.61310
## 1507 2016_036 0 5 0.00000000 BFR 42.86173 -78.84803
## 1508 2016_036 0 5 0.00000000 BHE 42.87251 -78.91030
## 1509 2016_036 0 5 0.00000000 BIN 42.34490 -82.99053
## 1510 2016_036 0 5 0.00000000 BLE 42.71809 -82.49722
## 1511 2016_036 0 5 0.00000000 BLK 42.99111 -82.44659
## 1512 2016_036 0 5 0.00000000 CHN 42.61033 -82.47659
## 1513 2016_036 1 5 0.20000000 DRF 42.21756 -83.12886
## 1514 2016_036 2 5 0.40000000 DRL 42.08274 -83.11846
## 1515 2016_036 2 5 0.40000000 DRU 42.35483 -82.93436
## 1516 2016_036 0 5 0.00000000 DUN 42.50212 -79.35815
## 1517 2016_036 1 5 0.20000000 FIC 42.23223 -83.10903
## 1518 2016_036 0 5 0.00000000 FWE 42.69823 -82.48843
## 1519 2016_036 0 5 0.00000000 FWW 42.70022 -82.49789
## 1520 2016_036 0 5 0.00000000 GBD 43.33332 -81.78406
## 1521 2016_036 0 5 0.00000000 GRE 42.22389 -83.12938
## 1522 2016_036 0 5 0.00000000 GRO 42.86675 -79.57433
## 1523 2016_036 0 5 0.00000000 GRW 42.21902 -83.13803
## 1524 2016_036 0 5 0.00000000 HBB 43.18202 -82.12013
## 1525 2016_036 0 5 0.00000000 IGN 45.85712 -84.66344
## 1526 2016_036 0 5 0.00000000 JHN 42.49869 -82.47186
## 1527 2016_036 0 5 0.00000000 LEX 43.24039 -82.44801
## 1528 2016_036 0 5 0.00000000 LGR 42.85280 -79.57850
## 1529 2016_036 0 5 0.00000000 LKS 42.80973 -78.86965
## 1530 2016_036 0 5 0.00000000 LPL 42.49900 -79.99068
## 1531 2016_036 0 5 0.00000000 LSC 42.46868 -82.72897
## 1532 2016_036 0 5 0.00000000 MCK 45.80401 -84.76414
## 1533 2016_036 0 5 0.00000000 MGE 42.82680 -82.47572
## 1534 2016_036 0 5 0.00000000 MGW 42.82710 -82.48243
## 1535 2016_036 0 5 0.00000000 NSA 42.51040 -79.29858
## 1536 2016_036 0 5 0.00000000 OSC 44.45150 -83.23010
## 1537 2016_036 0 5 0.00000000 PRS 45.33398 -83.45836
## 1538 2016_036 0 5 0.00000000 SBI 44.09034 -83.38077
## 1539 2016_036 0 5 0.00000000 SBO 44.14804 -83.27514
## 1540 2016_036 0 5 0.00000000 SCL 42.61865 -82.62531
## 1541 2016_036 0 5 0.00000000 SCM 42.77434 -82.47131
## 1542 2016_036 0 5 0.00000000 SCU 43.00888 -82.41459
## 1543 2016_036 0 5 0.00000000 SGR 43.61235 -83.86096
## 1544 2016_036 0 5 0.00000000 STE 42.88137 -82.46010
## 1545 2016_036 0 5 0.00000000 STU 42.76981 -79.07225
## 1546 2016_036 0 5 0.00000000 STW 42.88503 -82.47285
## 1547 2016_036 0 5 0.00000000 THB 44.95015 -83.29780
## 1548 2016_036 0 5 0.00000000 WLW 42.64384 -82.50991
## 1549 2016_037 0 15 0.00000000 BBW 45.77582 -84.61310
## 1550 2016_037 0 15 0.00000000 BFR 42.86173 -78.84803
## 1551 2016_037 0 15 0.00000000 BHE 42.87251 -78.91030
## 1552 2016_037 0 15 0.00000000 BIN 42.34490 -82.99053
## 1553 2016_037 0 15 0.00000000 BLE 42.71809 -82.49722
## 1554 2016_037 0 15 0.00000000 BLK 42.99111 -82.44659
## 1555 2016_037 1 15 0.06666667 CHN 42.61033 -82.47659
## 1556 2016_037 1 15 0.06666667 DRF 42.21756 -83.12886
## 1557 2016_037 2 15 0.13333333 DRL 42.08274 -83.11846
## 1558 2016_037 1 15 0.06666667 DRU 42.35483 -82.93436
## 1559 2016_037 0 15 0.00000000 DUN 42.50212 -79.35815
## 1560 2016_037 0 15 0.00000000 FIC 42.23223 -83.10903
## 1561 2016_037 4 15 0.26666667 FWE 42.69823 -82.48843
## 1562 2016_037 0 15 0.00000000 FWW 42.70022 -82.49789
## 1563 2016_037 0 15 0.00000000 GBD 43.33332 -81.78406
## 1564 2016_037 1 15 0.06666667 GRE 42.22389 -83.12938
## 1565 2016_037 0 15 0.00000000 GRO 42.86675 -79.57433
## 1566 2016_037 0 15 0.00000000 GRW 42.21902 -83.13803
## 1567 2016_037 0 15 0.00000000 HBB 43.18202 -82.12013
## 1568 2016_037 0 15 0.00000000 IGN 45.85712 -84.66344
## 1569 2016_037 1 15 0.06666667 JHN 42.49869 -82.47186
## 1570 2016_037 0 15 0.00000000 LEX 43.24039 -82.44801
## 1571 2016_037 0 15 0.00000000 LGR 42.85280 -79.57850
## 1572 2016_037 0 15 0.00000000 LKS 42.80973 -78.86965
## 1573 2016_037 0 15 0.00000000 LPL 42.49900 -79.99068
## 1574 2016_037 2 15 0.13333333 LSC 42.46868 -82.72897
## 1575 2016_037 0 15 0.00000000 MCK 45.80401 -84.76414
## 1576 2016_037 0 15 0.00000000 MGE 42.82680 -82.47572
## 1577 2016_037 0 15 0.00000000 MGW 42.82710 -82.48243
## 1578 2016_037 0 15 0.00000000 NSA 42.51040 -79.29858
## 1579 2016_037 0 15 0.00000000 OSC 44.45150 -83.23010
## 1580 2016_037 0 15 0.00000000 PRS 45.33398 -83.45836
## 1581 2016_037 0 15 0.00000000 SBI 44.09034 -83.38077
## 1582 2016_037 0 15 0.00000000 SBO 44.14804 -83.27514
## 1583 2016_037 4 15 0.26666667 SCL 42.61865 -82.62531
## 1584 2016_037 0 15 0.00000000 SCM 42.77434 -82.47131
## 1585 2016_037 0 15 0.00000000 SCU 43.00888 -82.41459
## 1586 2016_037 0 15 0.00000000 SGR 43.61235 -83.86096
## 1587 2016_037 0 15 0.00000000 STE 42.88137 -82.46010
## 1588 2016_037 0 15 0.00000000 STU 42.76981 -79.07225
## 1589 2016_037 0 15 0.00000000 STW 42.88503 -82.47285
## 1590 2016_037 0 15 0.00000000 THB 44.95015 -83.29780
## 1591 2016_037 3 15 0.20000000 WLW 42.64384 -82.50991
## 1592 2016_038 0 6 0.00000000 BBW 45.77582 -84.61310
## 1593 2016_038 0 6 0.00000000 BFR 42.86173 -78.84803
## 1594 2016_038 0 6 0.00000000 BHE 42.87251 -78.91030
## 1595 2016_038 1 6 0.16666667 BIN 42.34490 -82.99053
## 1596 2016_038 0 6 0.00000000 BLE 42.71809 -82.49722
## 1597 2016_038 0 6 0.00000000 BLK 42.99111 -82.44659
## 1598 2016_038 0 6 0.00000000 CHN 42.61033 -82.47659
## 1599 2016_038 1 6 0.16666667 DRF 42.21756 -83.12886
## 1600 2016_038 2 6 0.33333333 DRL 42.08274 -83.11846
## 1601 2016_038 1 6 0.16666667 DRU 42.35483 -82.93436
## 1602 2016_038 0 6 0.00000000 DUN 42.50212 -79.35815
## 1603 2016_038 0 6 0.00000000 FIC 42.23223 -83.10903
## 1604 2016_038 0 6 0.00000000 FWE 42.69823 -82.48843
## 1605 2016_038 0 6 0.00000000 FWW 42.70022 -82.49789
## 1606 2016_038 0 6 0.00000000 GBD 43.33332 -81.78406
## 1607 2016_038 1 6 0.16666667 GRE 42.22389 -83.12938
## 1608 2016_038 0 6 0.00000000 GRO 42.86675 -79.57433
## 1609 2016_038 0 6 0.00000000 GRW 42.21902 -83.13803
## 1610 2016_038 0 6 0.00000000 HBB 43.18202 -82.12013
## 1611 2016_038 0 6 0.00000000 IGN 45.85712 -84.66344
## 1612 2016_038 0 6 0.00000000 JHN 42.49869 -82.47186
## 1613 2016_038 0 6 0.00000000 LEX 43.24039 -82.44801
## 1614 2016_038 0 6 0.00000000 LGR 42.85280 -79.57850
## 1615 2016_038 0 6 0.00000000 LKS 42.80973 -78.86965
## 1616 2016_038 0 6 0.00000000 LPL 42.49900 -79.99068
## 1617 2016_038 2 6 0.33333333 LSC 42.46868 -82.72897
## 1618 2016_038 0 6 0.00000000 MCK 45.80401 -84.76414
## 1619 2016_038 0 6 0.00000000 MGE 42.82680 -82.47572
## 1620 2016_038 0 6 0.00000000 MGW 42.82710 -82.48243
## 1621 2016_038 0 6 0.00000000 NSA 42.51040 -79.29858
## 1622 2016_038 0 6 0.00000000 OSC 44.45150 -83.23010
## 1623 2016_038 0 6 0.00000000 PRS 45.33398 -83.45836
## 1624 2016_038 0 6 0.00000000 SBI 44.09034 -83.38077
## 1625 2016_038 0 6 0.00000000 SBO 44.14804 -83.27514
## 1626 2016_038 0 6 0.00000000 SCL 42.61865 -82.62531
## 1627 2016_038 0 6 0.00000000 SCM 42.77434 -82.47131
## 1628 2016_038 0 6 0.00000000 SCU 43.00888 -82.41459
## 1629 2016_038 0 6 0.00000000 SGR 43.61235 -83.86096
## 1630 2016_038 0 6 0.00000000 STE 42.88137 -82.46010
## 1631 2016_038 0 6 0.00000000 STU 42.76981 -79.07225
## 1632 2016_038 0 6 0.00000000 STW 42.88503 -82.47285
## 1633 2016_038 0 6 0.00000000 THB 44.95015 -83.29780
## 1634 2016_038 0 6 0.00000000 WLW 42.64384 -82.50991
## 1635 2016_039 0 16 0.00000000 BBW 45.77582 -84.61310
## 1636 2016_039 0 16 0.00000000 BFR 42.86173 -78.84803
## 1637 2016_039 0 16 0.00000000 BHE 42.87251 -78.91030
## 1638 2016_039 1 16 0.06250000 BIN 42.34490 -82.99053
## 1639 2016_039 0 16 0.00000000 BLE 42.71809 -82.49722
## 1640 2016_039 0 16 0.00000000 BLK 42.99111 -82.44659
## 1641 2016_039 1 16 0.06250000 CHN 42.61033 -82.47659
## 1642 2016_039 1 16 0.06250000 DRF 42.21756 -83.12886
## 1643 2016_039 2 16 0.12500000 DRL 42.08274 -83.11846
## 1644 2016_039 1 16 0.06250000 DRU 42.35483 -82.93436
## 1645 2016_039 0 16 0.00000000 DUN 42.50212 -79.35815
## 1646 2016_039 0 16 0.00000000 FIC 42.23223 -83.10903
## 1647 2016_039 3 16 0.18750000 FWE 42.69823 -82.48843
## 1648 2016_039 2 16 0.12500000 FWW 42.70022 -82.49789
## 1649 2016_039 0 16 0.00000000 GBD 43.33332 -81.78406
## 1650 2016_039 1 16 0.06250000 GRE 42.22389 -83.12938
## 1651 2016_039 0 16 0.00000000 GRO 42.86675 -79.57433
## 1652 2016_039 0 16 0.00000000 GRW 42.21902 -83.13803
## 1653 2016_039 0 16 0.00000000 HBB 43.18202 -82.12013
## 1654 2016_039 0 16 0.00000000 IGN 45.85712 -84.66344
## 1655 2016_039 2 16 0.12500000 JHN 42.49869 -82.47186
## 1656 2016_039 0 16 0.00000000 LEX 43.24039 -82.44801
## 1657 2016_039 0 16 0.00000000 LGR 42.85280 -79.57850
## 1658 2016_039 0 16 0.00000000 LKS 42.80973 -78.86965
## 1659 2016_039 0 16 0.00000000 LPL 42.49900 -79.99068
## 1660 2016_039 0 16 0.00000000 LSC 42.46868 -82.72897
## 1661 2016_039 0 16 0.00000000 MCK 45.80401 -84.76414
## 1662 2016_039 0 16 0.00000000 MGE 42.82680 -82.47572
## 1663 2016_039 0 16 0.00000000 MGW 42.82710 -82.48243
## 1664 2016_039 0 16 0.00000000 NSA 42.51040 -79.29858
## 1665 2016_039 0 16 0.00000000 OSC 44.45150 -83.23010
## 1666 2016_039 0 16 0.00000000 PRS 45.33398 -83.45836
## 1667 2016_039 0 16 0.00000000 SBI 44.09034 -83.38077
## 1668 2016_039 0 16 0.00000000 SBO 44.14804 -83.27514
## 1669 2016_039 3 16 0.18750000 SCL 42.61865 -82.62531
## 1670 2016_039 3 16 0.18750000 SCM 42.77434 -82.47131
## 1671 2016_039 0 16 0.00000000 SCU 43.00888 -82.41459
## 1672 2016_039 0 16 0.00000000 SGR 43.61235 -83.86096
## 1673 2016_039 0 16 0.00000000 STE 42.88137 -82.46010
## 1674 2016_039 0 16 0.00000000 STU 42.76981 -79.07225
## 1675 2016_039 0 16 0.00000000 STW 42.88503 -82.47285
## 1676 2016_039 0 16 0.00000000 THB 44.95015 -83.29780
## 1677 2016_039 3 16 0.18750000 WLW 42.64384 -82.50991
## 1678 2016_040 0 14 0.00000000 BBW 45.77582 -84.61310
## 1679 2016_040 0 14 0.00000000 BFR 42.86173 -78.84803
## 1680 2016_040 0 14 0.00000000 BHE 42.87251 -78.91030
## 1681 2016_040 1 14 0.07142857 BIN 42.34490 -82.99053
## 1682 2016_040 0 14 0.00000000 BLE 42.71809 -82.49722
## 1683 2016_040 0 14 0.00000000 BLK 42.99111 -82.44659
## 1684 2016_040 0 14 0.00000000 CHN 42.61033 -82.47659
## 1685 2016_040 1 14 0.07142857 DRF 42.21756 -83.12886
## 1686 2016_040 1 14 0.07142857 DRL 42.08274 -83.11846
## 1687 2016_040 1 14 0.07142857 DRU 42.35483 -82.93436
## 1688 2016_040 0 14 0.00000000 DUN 42.50212 -79.35815
## 1689 2016_040 2 14 0.14285714 FIC 42.23223 -83.10903
## 1690 2016_040 0 14 0.00000000 FWE 42.69823 -82.48843
## 1691 2016_040 0 14 0.00000000 FWW 42.70022 -82.49789
## 1692 2016_040 0 14 0.00000000 GBD 43.33332 -81.78406
## 1693 2016_040 0 14 0.00000000 GRE 42.22389 -83.12938
## 1694 2016_040 0 14 0.00000000 GRO 42.86675 -79.57433
## 1695 2016_040 0 14 0.00000000 GRW 42.21902 -83.13803
## 1696 2016_040 0 14 0.00000000 HBB 43.18202 -82.12013
## 1697 2016_040 0 14 0.00000000 IGN 45.85712 -84.66344
## 1698 2016_040 0 14 0.00000000 JHN 42.49869 -82.47186
## 1699 2016_040 0 14 0.00000000 LEX 43.24039 -82.44801
## 1700 2016_040 0 14 0.00000000 LGR 42.85280 -79.57850
## 1701 2016_040 0 14 0.00000000 LKS 42.80973 -78.86965
## 1702 2016_040 0 14 0.00000000 LPL 42.49900 -79.99068
## 1703 2016_040 11 14 0.78571429 LSC 42.46868 -82.72897
## 1704 2016_040 0 14 0.00000000 MCK 45.80401 -84.76414
## 1705 2016_040 0 14 0.00000000 MGE 42.82680 -82.47572
## 1706 2016_040 0 14 0.00000000 MGW 42.82710 -82.48243
## 1707 2016_040 0 14 0.00000000 NSA 42.51040 -79.29858
## 1708 2016_040 0 14 0.00000000 OSC 44.45150 -83.23010
## 1709 2016_040 0 14 0.00000000 PRS 45.33398 -83.45836
## 1710 2016_040 0 14 0.00000000 SBI 44.09034 -83.38077
## 1711 2016_040 0 14 0.00000000 SBO 44.14804 -83.27514
## 1712 2016_040 0 14 0.00000000 SCL 42.61865 -82.62531
## 1713 2016_040 0 14 0.00000000 SCM 42.77434 -82.47131
## 1714 2016_040 0 14 0.00000000 SCU 43.00888 -82.41459
## 1715 2016_040 0 14 0.00000000 SGR 43.61235 -83.86096
## 1716 2016_040 0 14 0.00000000 STE 42.88137 -82.46010
## 1717 2016_040 0 14 0.00000000 STU 42.76981 -79.07225
## 1718 2016_040 0 14 0.00000000 STW 42.88503 -82.47285
## 1719 2016_040 0 14 0.00000000 THB 44.95015 -83.29780
## 1720 2016_040 0 14 0.00000000 WLW 42.64384 -82.50991
## 1721 2016_041 0 13 0.00000000 BBW 45.77582 -84.61310
## 1722 2016_041 0 13 0.00000000 BFR 42.86173 -78.84803
## 1723 2016_041 0 13 0.00000000 BHE 42.87251 -78.91030
## 1724 2016_041 1 13 0.07692308 BIN 42.34490 -82.99053
## 1725 2016_041 0 13 0.00000000 BLE 42.71809 -82.49722
## 1726 2016_041 0 13 0.00000000 BLK 42.99111 -82.44659
## 1727 2016_041 0 13 0.00000000 CHN 42.61033 -82.47659
## 1728 2016_041 1 13 0.07692308 DRF 42.21756 -83.12886
## 1729 2016_041 2 13 0.15384615 DRL 42.08274 -83.11846
## 1730 2016_041 2 13 0.15384615 DRU 42.35483 -82.93436
## 1731 2016_041 0 13 0.00000000 DUN 42.50212 -79.35815
## 1732 2016_041 0 13 0.00000000 FIC 42.23223 -83.10903
## 1733 2016_041 0 13 0.00000000 FWE 42.69823 -82.48843
## 1734 2016_041 1 13 0.07692308 FWW 42.70022 -82.49789
## 1735 2016_041 0 13 0.00000000 GBD 43.33332 -81.78406
## 1736 2016_041 1 13 0.07692308 GRE 42.22389 -83.12938
## 1737 2016_041 0 13 0.00000000 GRO 42.86675 -79.57433
## 1738 2016_041 0 13 0.00000000 GRW 42.21902 -83.13803
## 1739 2016_041 0 13 0.00000000 HBB 43.18202 -82.12013
## 1740 2016_041 0 13 0.00000000 IGN 45.85712 -84.66344
## 1741 2016_041 0 13 0.00000000 JHN 42.49869 -82.47186
## 1742 2016_041 0 13 0.00000000 LEX 43.24039 -82.44801
## 1743 2016_041 0 13 0.00000000 LGR 42.85280 -79.57850
## 1744 2016_041 0 13 0.00000000 LKS 42.80973 -78.86965
## 1745 2016_041 0 13 0.00000000 LPL 42.49900 -79.99068
## 1746 2016_041 2 13 0.15384615 LSC 42.46868 -82.72897
## 1747 2016_041 0 13 0.00000000 MCK 45.80401 -84.76414
## 1748 2016_041 1 13 0.07692308 MGE 42.82680 -82.47572
## 1749 2016_041 1 13 0.07692308 MGW 42.82710 -82.48243
## 1750 2016_041 0 13 0.00000000 NSA 42.51040 -79.29858
## 1751 2016_041 0 13 0.00000000 OSC 44.45150 -83.23010
## 1752 2016_041 0 13 0.00000000 PRS 45.33398 -83.45836
## 1753 2016_041 0 13 0.00000000 SBI 44.09034 -83.38077
## 1754 2016_041 0 13 0.00000000 SBO 44.14804 -83.27514
## 1755 2016_041 3 13 0.23076923 SCL 42.61865 -82.62531
## 1756 2016_041 1 13 0.07692308 SCM 42.77434 -82.47131
## 1757 2016_041 0 13 0.00000000 SCU 43.00888 -82.41459
## 1758 2016_041 0 13 0.00000000 SGR 43.61235 -83.86096
## 1759 2016_041 1 13 0.07692308 STE 42.88137 -82.46010
## 1760 2016_041 0 13 0.00000000 STU 42.76981 -79.07225
## 1761 2016_041 1 13 0.07692308 STW 42.88503 -82.47285
## 1762 2016_041 0 13 0.00000000 THB 44.95015 -83.29780
## 1763 2016_041 2 13 0.15384615 WLW 42.64384 -82.50991
## 1764 2016_042 0 2 0.00000000 BBW 45.77582 -84.61310
## 1765 2016_042 0 2 0.00000000 BFR 42.86173 -78.84803
## 1766 2016_042 0 2 0.00000000 BHE 42.87251 -78.91030
## 1767 2016_042 0 2 0.00000000 BIN 42.34490 -82.99053
## 1768 2016_042 0 2 0.00000000 BLE 42.71809 -82.49722
## 1769 2016_042 0 2 0.00000000 BLK 42.99111 -82.44659
## 1770 2016_042 0 2 0.00000000 CHN 42.61033 -82.47659
## 1771 2016_042 1 2 0.50000000 DRF 42.21756 -83.12886
## 1772 2016_042 1 2 0.50000000 DRL 42.08274 -83.11846
## 1773 2016_042 1 2 0.50000000 DRU 42.35483 -82.93436
## 1774 2016_042 0 2 0.00000000 DUN 42.50212 -79.35815
## 1775 2016_042 1 2 0.50000000 FIC 42.23223 -83.10903
## 1776 2016_042 0 2 0.00000000 FWE 42.69823 -82.48843
## 1777 2016_042 0 2 0.00000000 FWW 42.70022 -82.49789
## 1778 2016_042 0 2 0.00000000 GBD 43.33332 -81.78406
## 1779 2016_042 0 2 0.00000000 GRE 42.22389 -83.12938
## 1780 2016_042 0 2 0.00000000 GRO 42.86675 -79.57433
## 1781 2016_042 0 2 0.00000000 GRW 42.21902 -83.13803
## 1782 2016_042 0 2 0.00000000 HBB 43.18202 -82.12013
## 1783 2016_042 0 2 0.00000000 IGN 45.85712 -84.66344
## 1784 2016_042 0 2 0.00000000 JHN 42.49869 -82.47186
## 1785 2016_042 0 2 0.00000000 LEX 43.24039 -82.44801
## 1786 2016_042 0 2 0.00000000 LGR 42.85280 -79.57850
## 1787 2016_042 0 2 0.00000000 LKS 42.80973 -78.86965
## 1788 2016_042 0 2 0.00000000 LPL 42.49900 -79.99068
## 1789 2016_042 0 2 0.00000000 LSC 42.46868 -82.72897
## 1790 2016_042 0 2 0.00000000 MCK 45.80401 -84.76414
## 1791 2016_042 0 2 0.00000000 MGE 42.82680 -82.47572
## 1792 2016_042 0 2 0.00000000 MGW 42.82710 -82.48243
## 1793 2016_042 0 2 0.00000000 NSA 42.51040 -79.29858
## 1794 2016_042 0 2 0.00000000 OSC 44.45150 -83.23010
## 1795 2016_042 0 2 0.00000000 PRS 45.33398 -83.45836
## 1796 2016_042 0 2 0.00000000 SBI 44.09034 -83.38077
## 1797 2016_042 0 2 0.00000000 SBO 44.14804 -83.27514
## 1798 2016_042 0 2 0.00000000 SCL 42.61865 -82.62531
## 1799 2016_042 0 2 0.00000000 SCM 42.77434 -82.47131
## 1800 2016_042 0 2 0.00000000 SCU 43.00888 -82.41459
## 1801 2016_042 0 2 0.00000000 SGR 43.61235 -83.86096
## 1802 2016_042 0 2 0.00000000 STE 42.88137 -82.46010
## 1803 2016_042 0 2 0.00000000 STU 42.76981 -79.07225
## 1804 2016_042 0 2 0.00000000 STW 42.88503 -82.47285
## 1805 2016_042 0 2 0.00000000 THB 44.95015 -83.29780
## 1806 2016_042 0 2 0.00000000 WLW 42.64384 -82.50991
## 1807 2016_043 0 20 0.00000000 BBW 45.77582 -84.61310
## 1808 2016_043 0 20 0.00000000 BFR 42.86173 -78.84803
## 1809 2016_043 0 20 0.00000000 BHE 42.87251 -78.91030
## 1810 2016_043 0 20 0.00000000 BIN 42.34490 -82.99053
## 1811 2016_043 0 20 0.00000000 BLE 42.71809 -82.49722
## 1812 2016_043 0 20 0.00000000 BLK 42.99111 -82.44659
## 1813 2016_043 0 20 0.00000000 CHN 42.61033 -82.47659
## 1814 2016_043 1 20 0.05000000 DRF 42.21756 -83.12886
## 1815 2016_043 3 20 0.15000000 DRL 42.08274 -83.11846
## 1816 2016_043 1 20 0.05000000 DRU 42.35483 -82.93436
## 1817 2016_043 0 20 0.00000000 DUN 42.50212 -79.35815
## 1818 2016_043 1 20 0.05000000 FIC 42.23223 -83.10903
## 1819 2016_043 2 20 0.10000000 FWE 42.69823 -82.48843
## 1820 2016_043 1 20 0.05000000 FWW 42.70022 -82.49789
## 1821 2016_043 0 20 0.00000000 GBD 43.33332 -81.78406
## 1822 2016_043 0 20 0.00000000 GRE 42.22389 -83.12938
## 1823 2016_043 0 20 0.00000000 GRO 42.86675 -79.57433
## 1824 2016_043 0 20 0.00000000 GRW 42.21902 -83.13803
## 1825 2016_043 0 20 0.00000000 HBB 43.18202 -82.12013
## 1826 2016_043 0 20 0.00000000 IGN 45.85712 -84.66344
## 1827 2016_043 0 20 0.00000000 JHN 42.49869 -82.47186
## 1828 2016_043 0 20 0.00000000 LEX 43.24039 -82.44801
## 1829 2016_043 0 20 0.00000000 LGR 42.85280 -79.57850
## 1830 2016_043 0 20 0.00000000 LKS 42.80973 -78.86965
## 1831 2016_043 0 20 0.00000000 LPL 42.49900 -79.99068
## 1832 2016_043 0 20 0.00000000 LSC 42.46868 -82.72897
## 1833 2016_043 0 20 0.00000000 MCK 45.80401 -84.76414
## 1834 2016_043 1 20 0.05000000 MGE 42.82680 -82.47572
## 1835 2016_043 1 20 0.05000000 MGW 42.82710 -82.48243
## 1836 2016_043 0 20 0.00000000 NSA 42.51040 -79.29858
## 1837 2016_043 0 20 0.00000000 OSC 44.45150 -83.23010
## 1838 2016_043 0 20 0.00000000 PRS 45.33398 -83.45836
## 1839 2016_043 0 20 0.00000000 SBI 44.09034 -83.38077
## 1840 2016_043 0 20 0.00000000 SBO 44.14804 -83.27514
## 1841 2016_043 4 20 0.20000000 SCL 42.61865 -82.62531
## 1842 2016_043 1 20 0.05000000 SCM 42.77434 -82.47131
## 1843 2016_043 0 20 0.00000000 SCU 43.00888 -82.41459
## 1844 2016_043 0 20 0.00000000 SGR 43.61235 -83.86096
## 1845 2016_043 0 20 0.00000000 STE 42.88137 -82.46010
## 1846 2016_043 0 20 0.00000000 STU 42.76981 -79.07225
## 1847 2016_043 10 20 0.50000000 STW 42.88503 -82.47285
## 1848 2016_043 0 20 0.00000000 THB 44.95015 -83.29780
## 1849 2016_043 2 20 0.10000000 WLW 42.64384 -82.50991
## 1850 2016_044 0 12 0.00000000 BBW 45.77582 -84.61310
## 1851 2016_044 0 12 0.00000000 BFR 42.86173 -78.84803
## 1852 2016_044 0 12 0.00000000 BHE 42.87251 -78.91030
## 1853 2016_044 0 12 0.00000000 BIN 42.34490 -82.99053
## 1854 2016_044 0 12 0.00000000 BLE 42.71809 -82.49722
## 1855 2016_044 0 12 0.00000000 BLK 42.99111 -82.44659
## 1856 2016_044 0 12 0.00000000 CHN 42.61033 -82.47659
## 1857 2016_044 1 12 0.08333333 DRF 42.21756 -83.12886
## 1858 2016_044 2 12 0.16666667 DRL 42.08274 -83.11846
## 1859 2016_044 1 12 0.08333333 DRU 42.35483 -82.93436
## 1860 2016_044 0 12 0.00000000 DUN 42.50212 -79.35815
## 1861 2016_044 0 12 0.00000000 FIC 42.23223 -83.10903
## 1862 2016_044 0 12 0.00000000 FWE 42.69823 -82.48843
## 1863 2016_044 1 12 0.08333333 FWW 42.70022 -82.49789
## 1864 2016_044 0 12 0.00000000 GBD 43.33332 -81.78406
## 1865 2016_044 1 12 0.08333333 GRE 42.22389 -83.12938
## 1866 2016_044 0 12 0.00000000 GRO 42.86675 -79.57433
## 1867 2016_044 0 12 0.00000000 GRW 42.21902 -83.13803
## 1868 2016_044 0 12 0.00000000 HBB 43.18202 -82.12013
## 1869 2016_044 0 12 0.00000000 IGN 45.85712 -84.66344
## 1870 2016_044 0 12 0.00000000 JHN 42.49869 -82.47186
## 1871 2016_044 0 12 0.00000000 LEX 43.24039 -82.44801
## 1872 2016_044 0 12 0.00000000 LGR 42.85280 -79.57850
## 1873 2016_044 0 12 0.00000000 LKS 42.80973 -78.86965
## 1874 2016_044 0 12 0.00000000 LPL 42.49900 -79.99068
## 1875 2016_044 0 12 0.00000000 LSC 42.46868 -82.72897
## 1876 2016_044 0 12 0.00000000 MCK 45.80401 -84.76414
## 1877 2016_044 2 12 0.16666667 MGE 42.82680 -82.47572
## 1878 2016_044 0 12 0.00000000 MGW 42.82710 -82.48243
## 1879 2016_044 0 12 0.00000000 NSA 42.51040 -79.29858
## 1880 2016_044 0 12 0.00000000 OSC 44.45150 -83.23010
## 1881 2016_044 0 12 0.00000000 PRS 45.33398 -83.45836
## 1882 2016_044 0 12 0.00000000 SBI 44.09034 -83.38077
## 1883 2016_044 0 12 0.00000000 SBO 44.14804 -83.27514
## 1884 2016_044 3 12 0.25000000 SCL 42.61865 -82.62531
## 1885 2016_044 2 12 0.16666667 SCM 42.77434 -82.47131
## 1886 2016_044 0 12 0.00000000 SCU 43.00888 -82.41459
## 1887 2016_044 0 12 0.00000000 SGR 43.61235 -83.86096
## 1888 2016_044 0 12 0.00000000 STE 42.88137 -82.46010
## 1889 2016_044 0 12 0.00000000 STU 42.76981 -79.07225
## 1890 2016_044 2 12 0.16666667 STW 42.88503 -82.47285
## 1891 2016_044 0 12 0.00000000 THB 44.95015 -83.29780
## 1892 2016_044 2 12 0.16666667 WLW 42.64384 -82.50991
## 1893 2016_045 0 14 0.00000000 BBW 45.77582 -84.61310
## 1894 2016_045 0 14 0.00000000 BFR 42.86173 -78.84803
## 1895 2016_045 0 14 0.00000000 BHE 42.87251 -78.91030
## 1896 2016_045 0 14 0.00000000 BIN 42.34490 -82.99053
## 1897 2016_045 0 14 0.00000000 BLE 42.71809 -82.49722
## 1898 2016_045 0 14 0.00000000 BLK 42.99111 -82.44659
## 1899 2016_045 0 14 0.00000000 CHN 42.61033 -82.47659
## 1900 2016_045 1 14 0.07142857 DRF 42.21756 -83.12886
## 1901 2016_045 1 14 0.07142857 DRL 42.08274 -83.11846
## 1902 2016_045 1 14 0.07142857 DRU 42.35483 -82.93436
## 1903 2016_045 0 14 0.00000000 DUN 42.50212 -79.35815
## 1904 2016_045 1 14 0.07142857 FIC 42.23223 -83.10903
## 1905 2016_045 0 14 0.00000000 FWE 42.69823 -82.48843
## 1906 2016_045 1 14 0.07142857 FWW 42.70022 -82.49789
## 1907 2016_045 0 14 0.00000000 GBD 43.33332 -81.78406
## 1908 2016_045 0 14 0.00000000 GRE 42.22389 -83.12938
## 1909 2016_045 0 14 0.00000000 GRO 42.86675 -79.57433
## 1910 2016_045 0 14 0.00000000 GRW 42.21902 -83.13803
## 1911 2016_045 0 14 0.00000000 HBB 43.18202 -82.12013
## 1912 2016_045 0 14 0.00000000 IGN 45.85712 -84.66344
## 1913 2016_045 0 14 0.00000000 JHN 42.49869 -82.47186
## 1914 2016_045 0 14 0.00000000 LEX 43.24039 -82.44801
## 1915 2016_045 0 14 0.00000000 LGR 42.85280 -79.57850
## 1916 2016_045 0 14 0.00000000 LKS 42.80973 -78.86965
## 1917 2016_045 0 14 0.00000000 LPL 42.49900 -79.99068
## 1918 2016_045 0 14 0.00000000 LSC 42.46868 -82.72897
## 1919 2016_045 0 14 0.00000000 MCK 45.80401 -84.76414
## 1920 2016_045 2 14 0.14285714 MGE 42.82680 -82.47572
## 1921 2016_045 1 14 0.07142857 MGW 42.82710 -82.48243
## 1922 2016_045 0 14 0.00000000 NSA 42.51040 -79.29858
## 1923 2016_045 0 14 0.00000000 OSC 44.45150 -83.23010
## 1924 2016_045 0 14 0.00000000 PRS 45.33398 -83.45836
## 1925 2016_045 0 14 0.00000000 SBI 44.09034 -83.38077
## 1926 2016_045 0 14 0.00000000 SBO 44.14804 -83.27514
## 1927 2016_045 2 14 0.14285714 SCL 42.61865 -82.62531
## 1928 2016_045 2 14 0.14285714 SCM 42.77434 -82.47131
## 1929 2016_045 0 14 0.00000000 SCU 43.00888 -82.41459
## 1930 2016_045 0 14 0.00000000 SGR 43.61235 -83.86096
## 1931 2016_045 0 14 0.00000000 STE 42.88137 -82.46010
## 1932 2016_045 0 14 0.00000000 STU 42.76981 -79.07225
## 1933 2016_045 6 14 0.42857143 STW 42.88503 -82.47285
## 1934 2016_045 0 14 0.00000000 THB 44.95015 -83.29780
## 1935 2016_045 1 14 0.07142857 WLW 42.64384 -82.50991
## 1936 2016_046 0 8 0.00000000 BBW 45.77582 -84.61310
## 1937 2016_046 0 8 0.00000000 BFR 42.86173 -78.84803
## 1938 2016_046 0 8 0.00000000 BHE 42.87251 -78.91030
## 1939 2016_046 1 8 0.12500000 BIN 42.34490 -82.99053
## 1940 2016_046 0 8 0.00000000 BLE 42.71809 -82.49722
## 1941 2016_046 0 8 0.00000000 BLK 42.99111 -82.44659
## 1942 2016_046 0 8 0.00000000 CHN 42.61033 -82.47659
## 1943 2016_046 2 8 0.25000000 DRF 42.21756 -83.12886
## 1944 2016_046 2 8 0.25000000 DRL 42.08274 -83.11846
## 1945 2016_046 1 8 0.12500000 DRU 42.35483 -82.93436
## 1946 2016_046 0 8 0.00000000 DUN 42.50212 -79.35815
## 1947 2016_046 0 8 0.00000000 FIC 42.23223 -83.10903
## 1948 2016_046 0 8 0.00000000 FWE 42.69823 -82.48843
## 1949 2016_046 1 8 0.12500000 FWW 42.70022 -82.49789
## 1950 2016_046 0 8 0.00000000 GBD 43.33332 -81.78406
## 1951 2016_046 1 8 0.12500000 GRE 42.22389 -83.12938
## 1952 2016_046 0 8 0.00000000 GRO 42.86675 -79.57433
## 1953 2016_046 0 8 0.00000000 GRW 42.21902 -83.13803
## 1954 2016_046 0 8 0.00000000 HBB 43.18202 -82.12013
## 1955 2016_046 0 8 0.00000000 IGN 45.85712 -84.66344
## 1956 2016_046 0 8 0.00000000 JHN 42.49869 -82.47186
## 1957 2016_046 0 8 0.00000000 LEX 43.24039 -82.44801
## 1958 2016_046 0 8 0.00000000 LGR 42.85280 -79.57850
## 1959 2016_046 0 8 0.00000000 LKS 42.80973 -78.86965
## 1960 2016_046 0 8 0.00000000 LPL 42.49900 -79.99068
## 1961 2016_046 1 8 0.12500000 LSC 42.46868 -82.72897
## 1962 2016_046 0 8 0.00000000 MCK 45.80401 -84.76414
## 1963 2016_046 0 8 0.00000000 MGE 42.82680 -82.47572
## 1964 2016_046 0 8 0.00000000 MGW 42.82710 -82.48243
## 1965 2016_046 0 8 0.00000000 NSA 42.51040 -79.29858
## 1966 2016_046 0 8 0.00000000 OSC 44.45150 -83.23010
## 1967 2016_046 0 8 0.00000000 PRS 45.33398 -83.45836
## 1968 2016_046 0 8 0.00000000 SBI 44.09034 -83.38077
## 1969 2016_046 0 8 0.00000000 SBO 44.14804 -83.27514
## 1970 2016_046 1 8 0.12500000 SCL 42.61865 -82.62531
## 1971 2016_046 0 8 0.00000000 SCM 42.77434 -82.47131
## 1972 2016_046 0 8 0.00000000 SCU 43.00888 -82.41459
## 1973 2016_046 0 8 0.00000000 SGR 43.61235 -83.86096
## 1974 2016_046 0 8 0.00000000 STE 42.88137 -82.46010
## 1975 2016_046 0 8 0.00000000 STU 42.76981 -79.07225
## 1976 2016_046 0 8 0.00000000 STW 42.88503 -82.47285
## 1977 2016_046 0 8 0.00000000 THB 44.95015 -83.29780
## 1978 2016_046 1 8 0.12500000 WLW 42.64384 -82.50991
## 1979 2016_047 0 13 0.00000000 BBW 45.77582 -84.61310
## 1980 2016_047 0 13 0.00000000 BFR 42.86173 -78.84803
## 1981 2016_047 0 13 0.00000000 BHE 42.87251 -78.91030
## 1982 2016_047 0 13 0.00000000 BIN 42.34490 -82.99053
## 1983 2016_047 0 13 0.00000000 BLE 42.71809 -82.49722
## 1984 2016_047 0 13 0.00000000 BLK 42.99111 -82.44659
## 1985 2016_047 0 13 0.00000000 CHN 42.61033 -82.47659
## 1986 2016_047 1 13 0.07692308 DRF 42.21756 -83.12886
## 1987 2016_047 2 13 0.15384615 DRL 42.08274 -83.11846
## 1988 2016_047 1 13 0.07692308 DRU 42.35483 -82.93436
## 1989 2016_047 0 13 0.00000000 DUN 42.50212 -79.35815
## 1990 2016_047 1 13 0.07692308 FIC 42.23223 -83.10903
## 1991 2016_047 1 13 0.07692308 FWE 42.69823 -82.48843
## 1992 2016_047 1 13 0.07692308 FWW 42.70022 -82.49789
## 1993 2016_047 0 13 0.00000000 GBD 43.33332 -81.78406
## 1994 2016_047 0 13 0.00000000 GRE 42.22389 -83.12938
## 1995 2016_047 0 13 0.00000000 GRO 42.86675 -79.57433
## 1996 2016_047 0 13 0.00000000 GRW 42.21902 -83.13803
## 1997 2016_047 0 13 0.00000000 HBB 43.18202 -82.12013
## 1998 2016_047 0 13 0.00000000 IGN 45.85712 -84.66344
## 1999 2016_047 0 13 0.00000000 JHN 42.49869 -82.47186
## 2000 2016_047 0 13 0.00000000 LEX 43.24039 -82.44801
## 2001 2016_047 0 13 0.00000000 LGR 42.85280 -79.57850
## 2002 2016_047 0 13 0.00000000 LKS 42.80973 -78.86965
## 2003 2016_047 0 13 0.00000000 LPL 42.49900 -79.99068
## 2004 2016_047 0 13 0.00000000 LSC 42.46868 -82.72897
## 2005 2016_047 0 13 0.00000000 MCK 45.80401 -84.76414
## 2006 2016_047 1 13 0.07692308 MGE 42.82680 -82.47572
## 2007 2016_047 1 13 0.07692308 MGW 42.82710 -82.48243
## 2008 2016_047 0 13 0.00000000 NSA 42.51040 -79.29858
## 2009 2016_047 0 13 0.00000000 OSC 44.45150 -83.23010
## 2010 2016_047 0 13 0.00000000 PRS 45.33398 -83.45836
## 2011 2016_047 0 13 0.00000000 SBI 44.09034 -83.38077
## 2012 2016_047 0 13 0.00000000 SBO 44.14804 -83.27514
## 2013 2016_047 3 13 0.23076923 SCL 42.61865 -82.62531
## 2014 2016_047 2 13 0.15384615 SCM 42.77434 -82.47131
## 2015 2016_047 0 13 0.00000000 SCU 43.00888 -82.41459
## 2016 2016_047 0 13 0.00000000 SGR 43.61235 -83.86096
## 2017 2016_047 1 13 0.07692308 STE 42.88137 -82.46010
## 2018 2016_047 0 13 0.00000000 STU 42.76981 -79.07225
## 2019 2016_047 2 13 0.15384615 STW 42.88503 -82.47285
## 2020 2016_047 0 13 0.00000000 THB 44.95015 -83.29780
## 2021 2016_047 2 13 0.15384615 WLW 42.64384 -82.50991
## 2022 2016_048 0 22 0.00000000 BBW 45.77582 -84.61310
## 2023 2016_048 0 22 0.00000000 BFR 42.86173 -78.84803
## 2024 2016_048 0 22 0.00000000 BHE 42.87251 -78.91030
## 2025 2016_048 1 22 0.04545455 BIN 42.34490 -82.99053
## 2026 2016_048 0 22 0.00000000 BLE 42.71809 -82.49722
## 2027 2016_048 0 22 0.00000000 BLK 42.99111 -82.44659
## 2028 2016_048 0 22 0.00000000 CHN 42.61033 -82.47659
## 2029 2016_048 3 22 0.13636364 DRF 42.21756 -83.12886
## 2030 2016_048 11 22 0.50000000 DRL 42.08274 -83.11846
## 2031 2016_048 2 22 0.09090909 DRU 42.35483 -82.93436
## 2032 2016_048 0 22 0.00000000 DUN 42.50212 -79.35815
## 2033 2016_048 2 22 0.09090909 FIC 42.23223 -83.10903
## 2034 2016_048 0 22 0.00000000 FWE 42.69823 -82.48843
## 2035 2016_048 0 22 0.00000000 FWW 42.70022 -82.49789
## 2036 2016_048 0 22 0.00000000 GBD 43.33332 -81.78406
## 2037 2016_048 0 22 0.00000000 GRE 42.22389 -83.12938
## 2038 2016_048 0 22 0.00000000 GRO 42.86675 -79.57433
## 2039 2016_048 0 22 0.00000000 GRW 42.21902 -83.13803
## 2040 2016_048 0 22 0.00000000 HBB 43.18202 -82.12013
## 2041 2016_048 0 22 0.00000000 IGN 45.85712 -84.66344
## 2042 2016_048 0 22 0.00000000 JHN 42.49869 -82.47186
## 2043 2016_048 0 22 0.00000000 LEX 43.24039 -82.44801
## 2044 2016_048 0 22 0.00000000 LGR 42.85280 -79.57850
## 2045 2016_048 0 22 0.00000000 LKS 42.80973 -78.86965
## 2046 2016_048 0 22 0.00000000 LPL 42.49900 -79.99068
## 2047 2016_048 1 22 0.04545455 LSC 42.46868 -82.72897
## 2048 2016_048 0 22 0.00000000 MCK 45.80401 -84.76414
## 2049 2016_048 0 22 0.00000000 MGE 42.82680 -82.47572
## 2050 2016_048 0 22 0.00000000 MGW 42.82710 -82.48243
## 2051 2016_048 0 22 0.00000000 NSA 42.51040 -79.29858
## 2052 2016_048 0 22 0.00000000 OSC 44.45150 -83.23010
## 2053 2016_048 0 22 0.00000000 PRS 45.33398 -83.45836
## 2054 2016_048 0 22 0.00000000 SBI 44.09034 -83.38077
## 2055 2016_048 0 22 0.00000000 SBO 44.14804 -83.27514
## 2056 2016_048 6 22 0.27272727 SCL 42.61865 -82.62531
## 2057 2016_048 0 22 0.00000000 SCM 42.77434 -82.47131
## 2058 2016_048 0 22 0.00000000 SCU 43.00888 -82.41459
## 2059 2016_048 0 22 0.00000000 SGR 43.61235 -83.86096
## 2060 2016_048 0 22 0.00000000 STE 42.88137 -82.46010
## 2061 2016_048 0 22 0.00000000 STU 42.76981 -79.07225
## 2062 2016_048 0 22 0.00000000 STW 42.88503 -82.47285
## 2063 2016_048 0 22 0.00000000 THB 44.95015 -83.29780
## 2064 2016_048 0 22 0.00000000 WLW 42.64384 -82.50991
## 2065 2016_049 0 11 0.00000000 BBW 45.77582 -84.61310
## 2066 2016_049 0 11 0.00000000 BFR 42.86173 -78.84803
## 2067 2016_049 0 11 0.00000000 BHE 42.87251 -78.91030
## 2068 2016_049 1 11 0.09090909 BIN 42.34490 -82.99053
## 2069 2016_049 0 11 0.00000000 BLE 42.71809 -82.49722
## 2070 2016_049 0 11 0.00000000 BLK 42.99111 -82.44659
## 2071 2016_049 0 11 0.00000000 CHN 42.61033 -82.47659
## 2072 2016_049 1 11 0.09090909 DRF 42.21756 -83.12886
## 2073 2016_049 1 11 0.09090909 DRL 42.08274 -83.11846
## 2074 2016_049 1 11 0.09090909 DRU 42.35483 -82.93436
## 2075 2016_049 0 11 0.00000000 DUN 42.50212 -79.35815
## 2076 2016_049 0 11 0.00000000 FIC 42.23223 -83.10903
## 2077 2016_049 1 11 0.09090909 FWE 42.69823 -82.48843
## 2078 2016_049 2 11 0.18181818 FWW 42.70022 -82.49789
## 2079 2016_049 0 11 0.00000000 GBD 43.33332 -81.78406
## 2080 2016_049 1 11 0.09090909 GRE 42.22389 -83.12938
## 2081 2016_049 0 11 0.00000000 GRO 42.86675 -79.57433
## 2082 2016_049 0 11 0.00000000 GRW 42.21902 -83.13803
## 2083 2016_049 0 11 0.00000000 HBB 43.18202 -82.12013
## 2084 2016_049 0 11 0.00000000 IGN 45.85712 -84.66344
## 2085 2016_049 0 11 0.00000000 JHN 42.49869 -82.47186
## 2086 2016_049 0 11 0.00000000 LEX 43.24039 -82.44801
## 2087 2016_049 0 11 0.00000000 LGR 42.85280 -79.57850
## 2088 2016_049 0 11 0.00000000 LKS 42.80973 -78.86965
## 2089 2016_049 0 11 0.00000000 LPL 42.49900 -79.99068
## 2090 2016_049 0 11 0.00000000 LSC 42.46868 -82.72897
## 2091 2016_049 0 11 0.00000000 MCK 45.80401 -84.76414
## 2092 2016_049 3 11 0.27272727 MGE 42.82680 -82.47572
## 2093 2016_049 0 11 0.00000000 MGW 42.82710 -82.48243
## 2094 2016_049 0 11 0.00000000 NSA 42.51040 -79.29858
## 2095 2016_049 0 11 0.00000000 OSC 44.45150 -83.23010
## 2096 2016_049 0 11 0.00000000 PRS 45.33398 -83.45836
## 2097 2016_049 0 11 0.00000000 SBI 44.09034 -83.38077
## 2098 2016_049 0 11 0.00000000 SBO 44.14804 -83.27514
## 2099 2016_049 2 11 0.18181818 SCL 42.61865 -82.62531
## 2100 2016_049 1 11 0.09090909 SCM 42.77434 -82.47131
## 2101 2016_049 0 11 0.00000000 SCU 43.00888 -82.41459
## 2102 2016_049 0 11 0.00000000 SGR 43.61235 -83.86096
## 2103 2016_049 1 11 0.09090909 STE 42.88137 -82.46010
## 2104 2016_049 0 11 0.00000000 STU 42.76981 -79.07225
## 2105 2016_049 1 11 0.09090909 STW 42.88503 -82.47285
## 2106 2016_049 0 11 0.00000000 THB 44.95015 -83.29780
## 2107 2016_049 1 11 0.09090909 WLW 42.64384 -82.50991
## 2108 2016_050 0 9 0.00000000 BBW 45.77582 -84.61310
## 2109 2016_050 0 9 0.00000000 BFR 42.86173 -78.84803
## 2110 2016_050 0 9 0.00000000 BHE 42.87251 -78.91030
## 2111 2016_050 0 9 0.00000000 BIN 42.34490 -82.99053
## 2112 2016_050 0 9 0.00000000 BLE 42.71809 -82.49722
## 2113 2016_050 0 9 0.00000000 BLK 42.99111 -82.44659
## 2114 2016_050 0 9 0.00000000 CHN 42.61033 -82.47659
## 2115 2016_050 1 9 0.11111111 DRF 42.21756 -83.12886
## 2116 2016_050 1 9 0.11111111 DRL 42.08274 -83.11846
## 2117 2016_050 2 9 0.22222222 DRU 42.35483 -82.93436
## 2118 2016_050 0 9 0.00000000 DUN 42.50212 -79.35815
## 2119 2016_050 0 9 0.00000000 FIC 42.23223 -83.10903
## 2120 2016_050 0 9 0.00000000 FWE 42.69823 -82.48843
## 2121 2016_050 0 9 0.00000000 FWW 42.70022 -82.49789
## 2122 2016_050 0 9 0.00000000 GBD 43.33332 -81.78406
## 2123 2016_050 1 9 0.11111111 GRE 42.22389 -83.12938
## 2124 2016_050 0 9 0.00000000 GRO 42.86675 -79.57433
## 2125 2016_050 0 9 0.00000000 GRW 42.21902 -83.13803
## 2126 2016_050 0 9 0.00000000 HBB 43.18202 -82.12013
## 2127 2016_050 0 9 0.00000000 IGN 45.85712 -84.66344
## 2128 2016_050 0 9 0.00000000 JHN 42.49869 -82.47186
## 2129 2016_050 0 9 0.00000000 LEX 43.24039 -82.44801
## 2130 2016_050 0 9 0.00000000 LGR 42.85280 -79.57850
## 2131 2016_050 0 9 0.00000000 LKS 42.80973 -78.86965
## 2132 2016_050 0 9 0.00000000 LPL 42.49900 -79.99068
## 2133 2016_050 0 9 0.00000000 LSC 42.46868 -82.72897
## 2134 2016_050 0 9 0.00000000 MCK 45.80401 -84.76414
## 2135 2016_050 0 9 0.00000000 MGE 42.82680 -82.47572
## 2136 2016_050 0 9 0.00000000 MGW 42.82710 -82.48243
## 2137 2016_050 0 9 0.00000000 NSA 42.51040 -79.29858
## 2138 2016_050 0 9 0.00000000 OSC 44.45150 -83.23010
## 2139 2016_050 0 9 0.00000000 PRS 45.33398 -83.45836
## 2140 2016_050 0 9 0.00000000 SBI 44.09034 -83.38077
## 2141 2016_050 0 9 0.00000000 SBO 44.14804 -83.27514
## 2142 2016_050 5 9 0.55555556 SCL 42.61865 -82.62531
## 2143 2016_050 0 9 0.00000000 SCM 42.77434 -82.47131
## 2144 2016_050 0 9 0.00000000 SCU 43.00888 -82.41459
## 2145 2016_050 0 9 0.00000000 SGR 43.61235 -83.86096
## 2146 2016_050 0 9 0.00000000 STE 42.88137 -82.46010
## 2147 2016_050 0 9 0.00000000 STU 42.76981 -79.07225
## 2148 2016_050 0 9 0.00000000 STW 42.88503 -82.47285
## 2149 2016_050 0 9 0.00000000 THB 44.95015 -83.29780
## 2150 2016_050 0 9 0.00000000 WLW 42.64384 -82.50991
## 2151 2016_051 0 3 0.00000000 BBW 45.77582 -84.61310
## 2152 2016_051 0 3 0.00000000 BFR 42.86173 -78.84803
## 2153 2016_051 0 3 0.00000000 BHE 42.87251 -78.91030
## 2154 2016_051 1 3 0.33333333 BIN 42.34490 -82.99053
## 2155 2016_051 0 3 0.00000000 BLE 42.71809 -82.49722
## 2156 2016_051 0 3 0.00000000 BLK 42.99111 -82.44659
## 2157 2016_051 0 3 0.00000000 CHN 42.61033 -82.47659
## 2158 2016_051 1 3 0.33333333 DRF 42.21756 -83.12886
## 2159 2016_051 1 3 0.33333333 DRL 42.08274 -83.11846
## 2160 2016_051 1 3 0.33333333 DRU 42.35483 -82.93436
## 2161 2016_051 0 3 0.00000000 DUN 42.50212 -79.35815
## 2162 2016_051 2 3 0.66666667 FIC 42.23223 -83.10903
## 2163 2016_051 0 3 0.00000000 FWE 42.69823 -82.48843
## 2164 2016_051 0 3 0.00000000 FWW 42.70022 -82.49789
## 2165 2016_051 0 3 0.00000000 GBD 43.33332 -81.78406
## 2166 2016_051 0 3 0.00000000 GRE 42.22389 -83.12938
## 2167 2016_051 0 3 0.00000000 GRO 42.86675 -79.57433
## 2168 2016_051 0 3 0.00000000 GRW 42.21902 -83.13803
## 2169 2016_051 0 3 0.00000000 HBB 43.18202 -82.12013
## 2170 2016_051 0 3 0.00000000 IGN 45.85712 -84.66344
## 2171 2016_051 0 3 0.00000000 JHN 42.49869 -82.47186
## 2172 2016_051 0 3 0.00000000 LEX 43.24039 -82.44801
## 2173 2016_051 0 3 0.00000000 LGR 42.85280 -79.57850
## 2174 2016_051 0 3 0.00000000 LKS 42.80973 -78.86965
## 2175 2016_051 0 3 0.00000000 LPL 42.49900 -79.99068
## 2176 2016_051 0 3 0.00000000 LSC 42.46868 -82.72897
## 2177 2016_051 0 3 0.00000000 MCK 45.80401 -84.76414
## 2178 2016_051 0 3 0.00000000 MGE 42.82680 -82.47572
## 2179 2016_051 0 3 0.00000000 MGW 42.82710 -82.48243
## 2180 2016_051 0 3 0.00000000 NSA 42.51040 -79.29858
## 2181 2016_051 0 3 0.00000000 OSC 44.45150 -83.23010
## 2182 2016_051 0 3 0.00000000 PRS 45.33398 -83.45836
## 2183 2016_051 0 3 0.00000000 SBI 44.09034 -83.38077
## 2184 2016_051 0 3 0.00000000 SBO 44.14804 -83.27514
## 2185 2016_051 0 3 0.00000000 SCL 42.61865 -82.62531
## 2186 2016_051 0 3 0.00000000 SCM 42.77434 -82.47131
## 2187 2016_051 0 3 0.00000000 SCU 43.00888 -82.41459
## 2188 2016_051 0 3 0.00000000 SGR 43.61235 -83.86096
## 2189 2016_051 0 3 0.00000000 STE 42.88137 -82.46010
## 2190 2016_051 0 3 0.00000000 STU 42.76981 -79.07225
## 2191 2016_051 0 3 0.00000000 STW 42.88503 -82.47285
## 2192 2016_051 0 3 0.00000000 THB 44.95015 -83.29780
## 2193 2016_051 0 3 0.00000000 WLW 42.64384 -82.50991
## 2194 2016_052 0 11 0.00000000 BBW 45.77582 -84.61310
## 2195 2016_052 0 11 0.00000000 BFR 42.86173 -78.84803
## 2196 2016_052 0 11 0.00000000 BHE 42.87251 -78.91030
## 2197 2016_052 1 11 0.09090909 BIN 42.34490 -82.99053
## 2198 2016_052 0 11 0.00000000 BLE 42.71809 -82.49722
## 2199 2016_052 0 11 0.00000000 BLK 42.99111 -82.44659
## 2200 2016_052 0 11 0.00000000 CHN 42.61033 -82.47659
## 2201 2016_052 1 11 0.09090909 DRF 42.21756 -83.12886
## 2202 2016_052 2 11 0.18181818 DRL 42.08274 -83.11846
## 2203 2016_052 1 11 0.09090909 DRU 42.35483 -82.93436
## 2204 2016_052 0 11 0.00000000 DUN 42.50212 -79.35815
## 2205 2016_052 2 11 0.18181818 FIC 42.23223 -83.10903
## 2206 2016_052 0 11 0.00000000 FWE 42.69823 -82.48843
## 2207 2016_052 0 11 0.00000000 FWW 42.70022 -82.49789
## 2208 2016_052 0 11 0.00000000 GBD 43.33332 -81.78406
## 2209 2016_052 0 11 0.00000000 GRE 42.22389 -83.12938
## 2210 2016_052 0 11 0.00000000 GRO 42.86675 -79.57433
## 2211 2016_052 0 11 0.00000000 GRW 42.21902 -83.13803
## 2212 2016_052 0 11 0.00000000 HBB 43.18202 -82.12013
## 2213 2016_052 0 11 0.00000000 IGN 45.85712 -84.66344
## 2214 2016_052 0 11 0.00000000 JHN 42.49869 -82.47186
## 2215 2016_052 1 11 0.09090909 LEX 43.24039 -82.44801
## 2216 2016_052 0 11 0.00000000 LGR 42.85280 -79.57850
## 2217 2016_052 0 11 0.00000000 LKS 42.80973 -78.86965
## 2218 2016_052 0 11 0.00000000 LPL 42.49900 -79.99068
## 2219 2016_052 0 11 0.00000000 LSC 42.46868 -82.72897
## 2220 2016_052 0 11 0.00000000 MCK 45.80401 -84.76414
## 2221 2016_052 1 11 0.09090909 MGE 42.82680 -82.47572
## 2222 2016_052 1 11 0.09090909 MGW 42.82710 -82.48243
## 2223 2016_052 0 11 0.00000000 NSA 42.51040 -79.29858
## 2224 2016_052 0 11 0.00000000 OSC 44.45150 -83.23010
## 2225 2016_052 0 11 0.00000000 PRS 45.33398 -83.45836
## 2226 2016_052 0 11 0.00000000 SBI 44.09034 -83.38077
## 2227 2016_052 0 11 0.00000000 SBO 44.14804 -83.27514
## 2228 2016_052 1 11 0.09090909 SCL 42.61865 -82.62531
## 2229 2016_052 0 11 0.00000000 SCM 42.77434 -82.47131
## 2230 2016_052 1 11 0.09090909 SCU 43.00888 -82.41459
## 2231 2016_052 2 11 0.18181818 SGR 43.61235 -83.86096
## 2232 2016_052 0 11 0.00000000 STE 42.88137 -82.46010
## 2233 2016_052 0 11 0.00000000 STU 42.76981 -79.07225
## 2234 2016_052 1 11 0.09090909 STW 42.88503 -82.47285
## 2235 2016_052 0 11 0.00000000 THB 44.95015 -83.29780
## 2236 2016_052 0 11 0.00000000 WLW 42.64384 -82.50991
## 2237 2016_053 0 10 0.00000000 BBW 45.77582 -84.61310
## 2238 2016_053 0 10 0.00000000 BFR 42.86173 -78.84803
## 2239 2016_053 0 10 0.00000000 BHE 42.87251 -78.91030
## 2240 2016_053 0 10 0.00000000 BIN 42.34490 -82.99053
## 2241 2016_053 0 10 0.00000000 BLE 42.71809 -82.49722
## 2242 2016_053 0 10 0.00000000 BLK 42.99111 -82.44659
## 2243 2016_053 0 10 0.00000000 CHN 42.61033 -82.47659
## 2244 2016_053 1 10 0.10000000 DRF 42.21756 -83.12886
## 2245 2016_053 1 10 0.10000000 DRL 42.08274 -83.11846
## 2246 2016_053 7 10 0.70000000 DRU 42.35483 -82.93436
## 2247 2016_053 0 10 0.00000000 DUN 42.50212 -79.35815
## 2248 2016_053 0 10 0.00000000 FIC 42.23223 -83.10903
## 2249 2016_053 0 10 0.00000000 FWE 42.69823 -82.48843
## 2250 2016_053 0 10 0.00000000 FWW 42.70022 -82.49789
## 2251 2016_053 0 10 0.00000000 GBD 43.33332 -81.78406
## 2252 2016_053 0 10 0.00000000 GRE 42.22389 -83.12938
## 2253 2016_053 0 10 0.00000000 GRO 42.86675 -79.57433
## 2254 2016_053 1 10 0.10000000 GRW 42.21902 -83.13803
## 2255 2016_053 0 10 0.00000000 HBB 43.18202 -82.12013
## 2256 2016_053 0 10 0.00000000 IGN 45.85712 -84.66344
## 2257 2016_053 0 10 0.00000000 JHN 42.49869 -82.47186
## 2258 2016_053 0 10 0.00000000 LEX 43.24039 -82.44801
## 2259 2016_053 0 10 0.00000000 LGR 42.85280 -79.57850
## 2260 2016_053 0 10 0.00000000 LKS 42.80973 -78.86965
## 2261 2016_053 0 10 0.00000000 LPL 42.49900 -79.99068
## 2262 2016_053 1 10 0.10000000 LSC 42.46868 -82.72897
## 2263 2016_053 0 10 0.00000000 MCK 45.80401 -84.76414
## 2264 2016_053 0 10 0.00000000 MGE 42.82680 -82.47572
## 2265 2016_053 0 10 0.00000000 MGW 42.82710 -82.48243
## 2266 2016_053 0 10 0.00000000 NSA 42.51040 -79.29858
## 2267 2016_053 0 10 0.00000000 OSC 44.45150 -83.23010
## 2268 2016_053 0 10 0.00000000 PRS 45.33398 -83.45836
## 2269 2016_053 0 10 0.00000000 SBI 44.09034 -83.38077
## 2270 2016_053 0 10 0.00000000 SBO 44.14804 -83.27514
## 2271 2016_053 0 10 0.00000000 SCL 42.61865 -82.62531
## 2272 2016_053 0 10 0.00000000 SCM 42.77434 -82.47131
## 2273 2016_053 0 10 0.00000000 SCU 43.00888 -82.41459
## 2274 2016_053 0 10 0.00000000 SGR 43.61235 -83.86096
## 2275 2016_053 0 10 0.00000000 STE 42.88137 -82.46010
## 2276 2016_053 0 10 0.00000000 STU 42.76981 -79.07225
## 2277 2016_053 0 10 0.00000000 STW 42.88503 -82.47285
## 2278 2016_053 0 10 0.00000000 THB 44.95015 -83.29780
## 2279 2016_053 0 10 0.00000000 WLW 42.64384 -82.50991
## 2280 2016_054 0 8 0.00000000 BBW 45.77582 -84.61310
## 2281 2016_054 0 8 0.00000000 BFR 42.86173 -78.84803
## 2282 2016_054 0 8 0.00000000 BHE 42.87251 -78.91030
## 2283 2016_054 1 8 0.12500000 BIN 42.34490 -82.99053
## 2284 2016_054 0 8 0.00000000 BLE 42.71809 -82.49722
## 2285 2016_054 0 8 0.00000000 BLK 42.99111 -82.44659
## 2286 2016_054 0 8 0.00000000 CHN 42.61033 -82.47659
## 2287 2016_054 2 8 0.25000000 DRF 42.21756 -83.12886
## 2288 2016_054 1 8 0.12500000 DRL 42.08274 -83.11846
## 2289 2016_054 2 8 0.25000000 DRU 42.35483 -82.93436
## 2290 2016_054 0 8 0.00000000 DUN 42.50212 -79.35815
## 2291 2016_054 2 8 0.25000000 FIC 42.23223 -83.10903
## 2292 2016_054 1 8 0.12500000 FWE 42.69823 -82.48843
## 2293 2016_054 0 8 0.00000000 FWW 42.70022 -82.49789
## 2294 2016_054 0 8 0.00000000 GBD 43.33332 -81.78406
## 2295 2016_054 0 8 0.00000000 GRE 42.22389 -83.12938
## 2296 2016_054 0 8 0.00000000 GRO 42.86675 -79.57433
## 2297 2016_054 0 8 0.00000000 GRW 42.21902 -83.13803
## 2298 2016_054 0 8 0.00000000 HBB 43.18202 -82.12013
## 2299 2016_054 0 8 0.00000000 IGN 45.85712 -84.66344
## 2300 2016_054 0 8 0.00000000 JHN 42.49869 -82.47186
## 2301 2016_054 0 8 0.00000000 LEX 43.24039 -82.44801
## 2302 2016_054 0 8 0.00000000 LGR 42.85280 -79.57850
## 2303 2016_054 0 8 0.00000000 LKS 42.80973 -78.86965
## 2304 2016_054 0 8 0.00000000 LPL 42.49900 -79.99068
## 2305 2016_054 0 8 0.00000000 LSC 42.46868 -82.72897
## 2306 2016_054 0 8 0.00000000 MCK 45.80401 -84.76414
## 2307 2016_054 0 8 0.00000000 MGE 42.82680 -82.47572
## 2308 2016_054 0 8 0.00000000 MGW 42.82710 -82.48243
## 2309 2016_054 0 8 0.00000000 NSA 42.51040 -79.29858
## 2310 2016_054 0 8 0.00000000 OSC 44.45150 -83.23010
## 2311 2016_054 0 8 0.00000000 PRS 45.33398 -83.45836
## 2312 2016_054 0 8 0.00000000 SBI 44.09034 -83.38077
## 2313 2016_054 0 8 0.00000000 SBO 44.14804 -83.27514
## 2314 2016_054 3 8 0.37500000 SCL 42.61865 -82.62531
## 2315 2016_054 1 8 0.12500000 SCM 42.77434 -82.47131
## 2316 2016_054 0 8 0.00000000 SCU 43.00888 -82.41459
## 2317 2016_054 0 8 0.00000000 SGR 43.61235 -83.86096
## 2318 2016_054 0 8 0.00000000 STE 42.88137 -82.46010
## 2319 2016_054 0 8 0.00000000 STU 42.76981 -79.07225
## 2320 2016_054 0 8 0.00000000 STW 42.88503 -82.47285
## 2321 2016_054 0 8 0.00000000 THB 44.95015 -83.29780
## 2322 2016_054 3 8 0.37500000 WLW 42.64384 -82.50991
## 2323 2016_055 0 19 0.00000000 BBW 45.77582 -84.61310
## 2324 2016_055 0 19 0.00000000 BFR 42.86173 -78.84803
## 2325 2016_055 0 19 0.00000000 BHE 42.87251 -78.91030
## 2326 2016_055 2 19 0.10526316 BIN 42.34490 -82.99053
## 2327 2016_055 0 19 0.00000000 BLE 42.71809 -82.49722
## 2328 2016_055 0 19 0.00000000 BLK 42.99111 -82.44659
## 2329 2016_055 0 19 0.00000000 CHN 42.61033 -82.47659
## 2330 2016_055 1 19 0.05263158 DRF 42.21756 -83.12886
## 2331 2016_055 2 19 0.10526316 DRL 42.08274 -83.11846
## 2332 2016_055 1 19 0.05263158 DRU 42.35483 -82.93436
## 2333 2016_055 0 19 0.00000000 DUN 42.50212 -79.35815
## 2334 2016_055 0 19 0.00000000 FIC 42.23223 -83.10903
## 2335 2016_055 1 19 0.05263158 FWE 42.69823 -82.48843
## 2336 2016_055 1 19 0.05263158 FWW 42.70022 -82.49789
## 2337 2016_055 0 19 0.00000000 GBD 43.33332 -81.78406
## 2338 2016_055 1 19 0.05263158 GRE 42.22389 -83.12938
## 2339 2016_055 0 19 0.00000000 GRO 42.86675 -79.57433
## 2340 2016_055 0 19 0.00000000 GRW 42.21902 -83.13803
## 2341 2016_055 0 19 0.00000000 HBB 43.18202 -82.12013
## 2342 2016_055 0 19 0.00000000 IGN 45.85712 -84.66344
## 2343 2016_055 0 19 0.00000000 JHN 42.49869 -82.47186
## 2344 2016_055 0 19 0.00000000 LEX 43.24039 -82.44801
## 2345 2016_055 0 19 0.00000000 LGR 42.85280 -79.57850
## 2346 2016_055 0 19 0.00000000 LKS 42.80973 -78.86965
## 2347 2016_055 0 19 0.00000000 LPL 42.49900 -79.99068
## 2348 2016_055 0 19 0.00000000 LSC 42.46868 -82.72897
## 2349 2016_055 0 19 0.00000000 MCK 45.80401 -84.76414
## 2350 2016_055 2 19 0.10526316 MGE 42.82680 -82.47572
## 2351 2016_055 2 19 0.10526316 MGW 42.82710 -82.48243
## 2352 2016_055 0 19 0.00000000 NSA 42.51040 -79.29858
## 2353 2016_055 0 19 0.00000000 OSC 44.45150 -83.23010
## 2354 2016_055 0 19 0.00000000 PRS 45.33398 -83.45836
## 2355 2016_055 0 19 0.00000000 SBI 44.09034 -83.38077
## 2356 2016_055 0 19 0.00000000 SBO 44.14804 -83.27514
## 2357 2016_055 4 19 0.21052632 SCL 42.61865 -82.62531
## 2358 2016_055 2 19 0.10526316 SCM 42.77434 -82.47131
## 2359 2016_055 3 19 0.15789474 SCU 43.00888 -82.41459
## 2360 2016_055 0 19 0.00000000 SGR 43.61235 -83.86096
## 2361 2016_055 0 19 0.00000000 STE 42.88137 -82.46010
## 2362 2016_055 0 19 0.00000000 STU 42.76981 -79.07225
## 2363 2016_055 3 19 0.15789474 STW 42.88503 -82.47285
## 2364 2016_055 0 19 0.00000000 THB 44.95015 -83.29780
## 2365 2016_055 2 19 0.10526316 WLW 42.64384 -82.50991
## 2366 2016_056 0 8 0.00000000 BBW 45.77582 -84.61310
## 2367 2016_056 0 8 0.00000000 BFR 42.86173 -78.84803
## 2368 2016_056 0 8 0.00000000 BHE 42.87251 -78.91030
## 2369 2016_056 0 8 0.00000000 BIN 42.34490 -82.99053
## 2370 2016_056 0 8 0.00000000 BLE 42.71809 -82.49722
## 2371 2016_056 0 8 0.00000000 BLK 42.99111 -82.44659
## 2372 2016_056 0 8 0.00000000 CHN 42.61033 -82.47659
## 2373 2016_056 1 8 0.12500000 DRF 42.21756 -83.12886
## 2374 2016_056 1 8 0.12500000 DRL 42.08274 -83.11846
## 2375 2016_056 2 8 0.25000000 DRU 42.35483 -82.93436
## 2376 2016_056 0 8 0.00000000 DUN 42.50212 -79.35815
## 2377 2016_056 0 8 0.00000000 FIC 42.23223 -83.10903
## 2378 2016_056 1 8 0.12500000 FWE 42.69823 -82.48843
## 2379 2016_056 1 8 0.12500000 FWW 42.70022 -82.49789
## 2380 2016_056 0 8 0.00000000 GBD 43.33332 -81.78406
## 2381 2016_056 1 8 0.12500000 GRE 42.22389 -83.12938
## 2382 2016_056 0 8 0.00000000 GRO 42.86675 -79.57433
## 2383 2016_056 0 8 0.00000000 GRW 42.21902 -83.13803
## 2384 2016_056 0 8 0.00000000 HBB 43.18202 -82.12013
## 2385 2016_056 0 8 0.00000000 IGN 45.85712 -84.66344
## 2386 2016_056 0 8 0.00000000 JHN 42.49869 -82.47186
## 2387 2016_056 0 8 0.00000000 LEX 43.24039 -82.44801
## 2388 2016_056 0 8 0.00000000 LGR 42.85280 -79.57850
## 2389 2016_056 0 8 0.00000000 LKS 42.80973 -78.86965
## 2390 2016_056 0 8 0.00000000 LPL 42.49900 -79.99068
## 2391 2016_056 0 8 0.00000000 LSC 42.46868 -82.72897
## 2392 2016_056 0 8 0.00000000 MCK 45.80401 -84.76414
## 2393 2016_056 1 8 0.12500000 MGE 42.82680 -82.47572
## 2394 2016_056 0 8 0.00000000 MGW 42.82710 -82.48243
## 2395 2016_056 0 8 0.00000000 NSA 42.51040 -79.29858
## 2396 2016_056 0 8 0.00000000 OSC 44.45150 -83.23010
## 2397 2016_056 0 8 0.00000000 PRS 45.33398 -83.45836
## 2398 2016_056 0 8 0.00000000 SBI 44.09034 -83.38077
## 2399 2016_056 0 8 0.00000000 SBO 44.14804 -83.27514
## 2400 2016_056 1 8 0.12500000 SCL 42.61865 -82.62531
## 2401 2016_056 2 8 0.25000000 SCM 42.77434 -82.47131
## 2402 2016_056 2 8 0.25000000 SCU 43.00888 -82.41459
## 2403 2016_056 0 8 0.00000000 SGR 43.61235 -83.86096
## 2404 2016_056 0 8 0.00000000 STE 42.88137 -82.46010
## 2405 2016_056 0 8 0.00000000 STU 42.76981 -79.07225
## 2406 2016_056 1 8 0.12500000 STW 42.88503 -82.47285
## 2407 2016_056 0 8 0.00000000 THB 44.95015 -83.29780
## 2408 2016_056 1 8 0.12500000 WLW 42.64384 -82.50991
## 2409 2016_057 0 20 0.00000000 BBW 45.77582 -84.61310
## 2410 2016_057 0 20 0.00000000 BFR 42.86173 -78.84803
## 2411 2016_057 0 20 0.00000000 BHE 42.87251 -78.91030
## 2412 2016_057 1 20 0.05000000 BIN 42.34490 -82.99053
## 2413 2016_057 0 20 0.00000000 BLE 42.71809 -82.49722
## 2414 2016_057 0 20 0.00000000 BLK 42.99111 -82.44659
## 2415 2016_057 1 20 0.05000000 CHN 42.61033 -82.47659
## 2416 2016_057 2 20 0.10000000 DRF 42.21756 -83.12886
## 2417 2016_057 1 20 0.05000000 DRL 42.08274 -83.11846
## 2418 2016_057 1 20 0.05000000 DRU 42.35483 -82.93436
## 2419 2016_057 0 20 0.00000000 DUN 42.50212 -79.35815
## 2420 2016_057 0 20 0.00000000 FIC 42.23223 -83.10903
## 2421 2016_057 0 20 0.00000000 FWE 42.69823 -82.48843
## 2422 2016_057 3 20 0.15000000 FWW 42.70022 -82.49789
## 2423 2016_057 0 20 0.00000000 GBD 43.33332 -81.78406
## 2424 2016_057 1 20 0.05000000 GRE 42.22389 -83.12938
## 2425 2016_057 0 20 0.00000000 GRO 42.86675 -79.57433
## 2426 2016_057 0 20 0.00000000 GRW 42.21902 -83.13803
## 2427 2016_057 0 20 0.00000000 HBB 43.18202 -82.12013
## 2428 2016_057 0 20 0.00000000 IGN 45.85712 -84.66344
## 2429 2016_057 0 20 0.00000000 JHN 42.49869 -82.47186
## 2430 2016_057 0 20 0.00000000 LEX 43.24039 -82.44801
## 2431 2016_057 0 20 0.00000000 LGR 42.85280 -79.57850
## 2432 2016_057 0 20 0.00000000 LKS 42.80973 -78.86965
## 2433 2016_057 0 20 0.00000000 LPL 42.49900 -79.99068
## 2434 2016_057 1 20 0.05000000 LSC 42.46868 -82.72897
## 2435 2016_057 0 20 0.00000000 MCK 45.80401 -84.76414
## 2436 2016_057 1 20 0.05000000 MGE 42.82680 -82.47572
## 2437 2016_057 0 20 0.00000000 MGW 42.82710 -82.48243
## 2438 2016_057 0 20 0.00000000 NSA 42.51040 -79.29858
## 2439 2016_057 0 20 0.00000000 OSC 44.45150 -83.23010
## 2440 2016_057 0 20 0.00000000 PRS 45.33398 -83.45836
## 2441 2016_057 0 20 0.00000000 SBI 44.09034 -83.38077
## 2442 2016_057 0 20 0.00000000 SBO 44.14804 -83.27514
## 2443 2016_057 2 20 0.10000000 SCL 42.61865 -82.62531
## 2444 2016_057 6 20 0.30000000 SCM 42.77434 -82.47131
## 2445 2016_057 0 20 0.00000000 SCU 43.00888 -82.41459
## 2446 2016_057 0 20 0.00000000 SGR 43.61235 -83.86096
## 2447 2016_057 0 20 0.00000000 STE 42.88137 -82.46010
## 2448 2016_057 0 20 0.00000000 STU 42.76981 -79.07225
## 2449 2016_057 2 20 0.10000000 STW 42.88503 -82.47285
## 2450 2016_057 0 20 0.00000000 THB 44.95015 -83.29780
## 2451 2016_057 2 20 0.10000000 WLW 42.64384 -82.50991
## 2452 2016_058 0 9 0.00000000 BBW 45.77582 -84.61310
## 2453 2016_058 0 9 0.00000000 BFR 42.86173 -78.84803
## 2454 2016_058 0 9 0.00000000 BHE 42.87251 -78.91030
## 2455 2016_058 1 9 0.11111111 BIN 42.34490 -82.99053
## 2456 2016_058 0 9 0.00000000 BLE 42.71809 -82.49722
## 2457 2016_058 0 9 0.00000000 BLK 42.99111 -82.44659
## 2458 2016_058 0 9 0.00000000 CHN 42.61033 -82.47659
## 2459 2016_058 1 9 0.11111111 DRF 42.21756 -83.12886
## 2460 2016_058 2 9 0.22222222 DRL 42.08274 -83.11846
## 2461 2016_058 1 9 0.11111111 DRU 42.35483 -82.93436
## 2462 2016_058 0 9 0.00000000 DUN 42.50212 -79.35815
## 2463 2016_058 0 9 0.00000000 FIC 42.23223 -83.10903
## 2464 2016_058 0 9 0.00000000 FWE 42.69823 -82.48843
## 2465 2016_058 1 9 0.11111111 FWW 42.70022 -82.49789
## 2466 2016_058 0 9 0.00000000 GBD 43.33332 -81.78406
## 2467 2016_058 1 9 0.11111111 GRE 42.22389 -83.12938
## 2468 2016_058 0 9 0.00000000 GRO 42.86675 -79.57433
## 2469 2016_058 0 9 0.00000000 GRW 42.21902 -83.13803
## 2470 2016_058 0 9 0.00000000 HBB 43.18202 -82.12013
## 2471 2016_058 0 9 0.00000000 IGN 45.85712 -84.66344
## 2472 2016_058 0 9 0.00000000 JHN 42.49869 -82.47186
## 2473 2016_058 0 9 0.00000000 LEX 43.24039 -82.44801
## 2474 2016_058 0 9 0.00000000 LGR 42.85280 -79.57850
## 2475 2016_058 0 9 0.00000000 LKS 42.80973 -78.86965
## 2476 2016_058 0 9 0.00000000 LPL 42.49900 -79.99068
## 2477 2016_058 1 9 0.11111111 LSC 42.46868 -82.72897
## 2478 2016_058 0 9 0.00000000 MCK 45.80401 -84.76414
## 2479 2016_058 0 9 0.00000000 MGE 42.82680 -82.47572
## 2480 2016_058 1 9 0.11111111 MGW 42.82710 -82.48243
## 2481 2016_058 0 9 0.00000000 NSA 42.51040 -79.29858
## 2482 2016_058 0 9 0.00000000 OSC 44.45150 -83.23010
## 2483 2016_058 0 9 0.00000000 PRS 45.33398 -83.45836
## 2484 2016_058 1 9 0.11111111 SBI 44.09034 -83.38077
## 2485 2016_058 0 9 0.00000000 SBO 44.14804 -83.27514
## 2486 2016_058 1 9 0.11111111 SCL 42.61865 -82.62531
## 2487 2016_058 0 9 0.00000000 SCM 42.77434 -82.47131
## 2488 2016_058 1 9 0.11111111 SCU 43.00888 -82.41459
## 2489 2016_058 0 9 0.00000000 SGR 43.61235 -83.86096
## 2490 2016_058 0 9 0.00000000 STE 42.88137 -82.46010
## 2491 2016_058 0 9 0.00000000 STU 42.76981 -79.07225
## 2492 2016_058 1 9 0.11111111 STW 42.88503 -82.47285
## 2493 2016_058 2 9 0.22222222 THB 44.95015 -83.29780
## 2494 2016_058 1 9 0.11111111 WLW 42.64384 -82.50991
## 2495 2016_059 0 17 0.00000000 BBW 45.77582 -84.61310
## 2496 2016_059 0 17 0.00000000 BFR 42.86173 -78.84803
## 2497 2016_059 0 17 0.00000000 BHE 42.87251 -78.91030
## 2498 2016_059 0 17 0.00000000 BIN 42.34490 -82.99053
## 2499 2016_059 0 17 0.00000000 BLE 42.71809 -82.49722
## 2500 2016_059 0 17 0.00000000 BLK 42.99111 -82.44659
## 2501 2016_059 0 17 0.00000000 CHN 42.61033 -82.47659
## 2502 2016_059 2 17 0.11764706 DRF 42.21756 -83.12886
## 2503 2016_059 3 17 0.17647059 DRL 42.08274 -83.11846
## 2504 2016_059 1 17 0.05882353 DRU 42.35483 -82.93436
## 2505 2016_059 0 17 0.00000000 DUN 42.50212 -79.35815
## 2506 2016_059 0 17 0.00000000 FIC 42.23223 -83.10903
## 2507 2016_059 0 17 0.00000000 FWE 42.69823 -82.48843
## 2508 2016_059 1 17 0.05882353 FWW 42.70022 -82.49789
## 2509 2016_059 0 17 0.00000000 GBD 43.33332 -81.78406
## 2510 2016_059 1 17 0.05882353 GRE 42.22389 -83.12938
## 2511 2016_059 0 17 0.00000000 GRO 42.86675 -79.57433
## 2512 2016_059 0 17 0.00000000 GRW 42.21902 -83.13803
## 2513 2016_059 0 17 0.00000000 HBB 43.18202 -82.12013
## 2514 2016_059 0 17 0.00000000 IGN 45.85712 -84.66344
## 2515 2016_059 0 17 0.00000000 JHN 42.49869 -82.47186
## 2516 2016_059 3 17 0.17647059 LEX 43.24039 -82.44801
## 2517 2016_059 0 17 0.00000000 LGR 42.85280 -79.57850
## 2518 2016_059 0 17 0.00000000 LKS 42.80973 -78.86965
## 2519 2016_059 0 17 0.00000000 LPL 42.49900 -79.99068
## 2520 2016_059 1 17 0.05882353 LSC 42.46868 -82.72897
## 2521 2016_059 0 17 0.00000000 MCK 45.80401 -84.76414
## 2522 2016_059 1 17 0.05882353 MGE 42.82680 -82.47572
## 2523 2016_059 0 17 0.00000000 MGW 42.82710 -82.48243
## 2524 2016_059 0 17 0.00000000 NSA 42.51040 -79.29858
## 2525 2016_059 0 17 0.00000000 OSC 44.45150 -83.23010
## 2526 2016_059 0 17 0.00000000 PRS 45.33398 -83.45836
## 2527 2016_059 0 17 0.00000000 SBI 44.09034 -83.38077
## 2528 2016_059 0 17 0.00000000 SBO 44.14804 -83.27514
## 2529 2016_059 2 17 0.11764706 SCL 42.61865 -82.62531
## 2530 2016_059 1 17 0.05882353 SCM 42.77434 -82.47131
## 2531 2016_059 2 17 0.11764706 SCU 43.00888 -82.41459
## 2532 2016_059 0 17 0.00000000 SGR 43.61235 -83.86096
## 2533 2016_059 0 17 0.00000000 STE 42.88137 -82.46010
## 2534 2016_059 0 17 0.00000000 STU 42.76981 -79.07225
## 2535 2016_059 2 17 0.11764706 STW 42.88503 -82.47285
## 2536 2016_059 0 17 0.00000000 THB 44.95015 -83.29780
## 2537 2016_059 1 17 0.05882353 WLW 42.64384 -82.50991
## 2538 2016_060 0 10 0.00000000 BBW 45.77582 -84.61310
## 2539 2016_060 0 10 0.00000000 BFR 42.86173 -78.84803
## 2540 2016_060 0 10 0.00000000 BHE 42.87251 -78.91030
## 2541 2016_060 2 10 0.20000000 BIN 42.34490 -82.99053
## 2542 2016_060 0 10 0.00000000 BLE 42.71809 -82.49722
## 2543 2016_060 0 10 0.00000000 BLK 42.99111 -82.44659
## 2544 2016_060 0 10 0.00000000 CHN 42.61033 -82.47659
## 2545 2016_060 1 10 0.10000000 DRF 42.21756 -83.12886
## 2546 2016_060 1 10 0.10000000 DRL 42.08274 -83.11846
## 2547 2016_060 1 10 0.10000000 DRU 42.35483 -82.93436
## 2548 2016_060 0 10 0.00000000 DUN 42.50212 -79.35815
## 2549 2016_060 0 10 0.00000000 FIC 42.23223 -83.10903
## 2550 2016_060 0 10 0.00000000 FWE 42.69823 -82.48843
## 2551 2016_060 1 10 0.10000000 FWW 42.70022 -82.49789
## 2552 2016_060 0 10 0.00000000 GBD 43.33332 -81.78406
## 2553 2016_060 1 10 0.10000000 GRE 42.22389 -83.12938
## 2554 2016_060 0 10 0.00000000 GRO 42.86675 -79.57433
## 2555 2016_060 0 10 0.00000000 GRW 42.21902 -83.13803
## 2556 2016_060 0 10 0.00000000 HBB 43.18202 -82.12013
## 2557 2016_060 0 10 0.00000000 IGN 45.85712 -84.66344
## 2558 2016_060 0 10 0.00000000 JHN 42.49869 -82.47186
## 2559 2016_060 0 10 0.00000000 LEX 43.24039 -82.44801
## 2560 2016_060 0 10 0.00000000 LGR 42.85280 -79.57850
## 2561 2016_060 0 10 0.00000000 LKS 42.80973 -78.86965
## 2562 2016_060 0 10 0.00000000 LPL 42.49900 -79.99068
## 2563 2016_060 1 10 0.10000000 LSC 42.46868 -82.72897
## 2564 2016_060 0 10 0.00000000 MCK 45.80401 -84.76414
## 2565 2016_060 0 10 0.00000000 MGE 42.82680 -82.47572
## 2566 2016_060 2 10 0.20000000 MGW 42.82710 -82.48243
## 2567 2016_060 0 10 0.00000000 NSA 42.51040 -79.29858
## 2568 2016_060 0 10 0.00000000 OSC 44.45150 -83.23010
## 2569 2016_060 0 10 0.00000000 PRS 45.33398 -83.45836
## 2570 2016_060 0 10 0.00000000 SBI 44.09034 -83.38077
## 2571 2016_060 0 10 0.00000000 SBO 44.14804 -83.27514
## 2572 2016_060 1 10 0.10000000 SCL 42.61865 -82.62531
## 2573 2016_060 2 10 0.20000000 SCM 42.77434 -82.47131
## 2574 2016_060 0 10 0.00000000 SCU 43.00888 -82.41459
## 2575 2016_060 0 10 0.00000000 SGR 43.61235 -83.86096
## 2576 2016_060 0 10 0.00000000 STE 42.88137 -82.46010
## 2577 2016_060 0 10 0.00000000 STU 42.76981 -79.07225
## 2578 2016_060 3 10 0.30000000 STW 42.88503 -82.47285
## 2579 2016_060 0 10 0.00000000 THB 44.95015 -83.29780
## 2580 2016_060 1 10 0.10000000 WLW 42.64384 -82.50991
## 2581 2016_061 0 14 0.00000000 BBW 45.77582 -84.61310
## 2582 2016_061 0 14 0.00000000 BFR 42.86173 -78.84803
## 2583 2016_061 0 14 0.00000000 BHE 42.87251 -78.91030
## 2584 2016_061 0 14 0.00000000 BIN 42.34490 -82.99053
## 2585 2016_061 0 14 0.00000000 BLE 42.71809 -82.49722
## 2586 2016_061 0 14 0.00000000 BLK 42.99111 -82.44659
## 2587 2016_061 0 14 0.00000000 CHN 42.61033 -82.47659
## 2588 2016_061 1 14 0.07142857 DRF 42.21756 -83.12886
## 2589 2016_061 2 14 0.14285714 DRL 42.08274 -83.11846
## 2590 2016_061 1 14 0.07142857 DRU 42.35483 -82.93436
## 2591 2016_061 0 14 0.00000000 DUN 42.50212 -79.35815
## 2592 2016_061 0 14 0.00000000 FIC 42.23223 -83.10903
## 2593 2016_061 0 14 0.00000000 FWE 42.69823 -82.48843
## 2594 2016_061 2 14 0.14285714 FWW 42.70022 -82.49789
## 2595 2016_061 0 14 0.00000000 GBD 43.33332 -81.78406
## 2596 2016_061 1 14 0.07142857 GRE 42.22389 -83.12938
## 2597 2016_061 0 14 0.00000000 GRO 42.86675 -79.57433
## 2598 2016_061 0 14 0.00000000 GRW 42.21902 -83.13803
## 2599 2016_061 0 14 0.00000000 HBB 43.18202 -82.12013
## 2600 2016_061 0 14 0.00000000 IGN 45.85712 -84.66344
## 2601 2016_061 0 14 0.00000000 JHN 42.49869 -82.47186
## 2602 2016_061 0 14 0.00000000 LEX 43.24039 -82.44801
## 2603 2016_061 0 14 0.00000000 LGR 42.85280 -79.57850
## 2604 2016_061 0 14 0.00000000 LKS 42.80973 -78.86965
## 2605 2016_061 0 14 0.00000000 LPL 42.49900 -79.99068
## 2606 2016_061 1 14 0.07142857 LSC 42.46868 -82.72897
## 2607 2016_061 0 14 0.00000000 MCK 45.80401 -84.76414
## 2608 2016_061 0 14 0.00000000 MGE 42.82680 -82.47572
## 2609 2016_061 0 14 0.00000000 MGW 42.82710 -82.48243
## 2610 2016_061 0 14 0.00000000 NSA 42.51040 -79.29858
## 2611 2016_061 0 14 0.00000000 OSC 44.45150 -83.23010
## 2612 2016_061 0 14 0.00000000 PRS 45.33398 -83.45836
## 2613 2016_061 0 14 0.00000000 SBI 44.09034 -83.38077
## 2614 2016_061 0 14 0.00000000 SBO 44.14804 -83.27514
## 2615 2016_061 6 14 0.42857143 SCL 42.61865 -82.62531
## 2616 2016_061 0 14 0.00000000 SCM 42.77434 -82.47131
## 2617 2016_061 0 14 0.00000000 SCU 43.00888 -82.41459
## 2618 2016_061 0 14 0.00000000 SGR 43.61235 -83.86096
## 2619 2016_061 0 14 0.00000000 STE 42.88137 -82.46010
## 2620 2016_061 0 14 0.00000000 STU 42.76981 -79.07225
## 2621 2016_061 0 14 0.00000000 STW 42.88503 -82.47285
## 2622 2016_061 0 14 0.00000000 THB 44.95015 -83.29780
## 2623 2016_061 3 14 0.21428571 WLW 42.64384 -82.50991
## 2624 2016_062 0 18 0.00000000 BBW 45.77582 -84.61310
## 2625 2016_062 0 18 0.00000000 BFR 42.86173 -78.84803
## 2626 2016_062 0 18 0.00000000 BHE 42.87251 -78.91030
## 2627 2016_062 0 18 0.00000000 BIN 42.34490 -82.99053
## 2628 2016_062 0 18 0.00000000 BLE 42.71809 -82.49722
## 2629 2016_062 0 18 0.00000000 BLK 42.99111 -82.44659
## 2630 2016_062 0 18 0.00000000 CHN 42.61033 -82.47659
## 2631 2016_062 1 18 0.05555556 DRF 42.21756 -83.12886
## 2632 2016_062 1 18 0.05555556 DRL 42.08274 -83.11846
## 2633 2016_062 2 18 0.11111111 DRU 42.35483 -82.93436
## 2634 2016_062 0 18 0.00000000 DUN 42.50212 -79.35815
## 2635 2016_062 0 18 0.00000000 FIC 42.23223 -83.10903
## 2636 2016_062 6 18 0.33333333 FWE 42.69823 -82.48843
## 2637 2016_062 0 18 0.00000000 FWW 42.70022 -82.49789
## 2638 2016_062 0 18 0.00000000 GBD 43.33332 -81.78406
## 2639 2016_062 1 18 0.05555556 GRE 42.22389 -83.12938
## 2640 2016_062 0 18 0.00000000 GRO 42.86675 -79.57433
## 2641 2016_062 0 18 0.00000000 GRW 42.21902 -83.13803
## 2642 2016_062 0 18 0.00000000 HBB 43.18202 -82.12013
## 2643 2016_062 0 18 0.00000000 IGN 45.85712 -84.66344
## 2644 2016_062 0 18 0.00000000 JHN 42.49869 -82.47186
## 2645 2016_062 0 18 0.00000000 LEX 43.24039 -82.44801
## 2646 2016_062 0 18 0.00000000 LGR 42.85280 -79.57850
## 2647 2016_062 0 18 0.00000000 LKS 42.80973 -78.86965
## 2648 2016_062 0 18 0.00000000 LPL 42.49900 -79.99068
## 2649 2016_062 1 18 0.05555556 LSC 42.46868 -82.72897
## 2650 2016_062 0 18 0.00000000 MCK 45.80401 -84.76414
## 2651 2016_062 0 18 0.00000000 MGE 42.82680 -82.47572
## 2652 2016_062 0 18 0.00000000 MGW 42.82710 -82.48243
## 2653 2016_062 0 18 0.00000000 NSA 42.51040 -79.29858
## 2654 2016_062 0 18 0.00000000 OSC 44.45150 -83.23010
## 2655 2016_062 0 18 0.00000000 PRS 45.33398 -83.45836
## 2656 2016_062 0 18 0.00000000 SBI 44.09034 -83.38077
## 2657 2016_062 0 18 0.00000000 SBO 44.14804 -83.27514
## 2658 2016_062 2 18 0.11111111 SCL 42.61865 -82.62531
## 2659 2016_062 7 18 0.38888889 SCM 42.77434 -82.47131
## 2660 2016_062 0 18 0.00000000 SCU 43.00888 -82.41459
## 2661 2016_062 0 18 0.00000000 SGR 43.61235 -83.86096
## 2662 2016_062 0 18 0.00000000 STE 42.88137 -82.46010
## 2663 2016_062 0 18 0.00000000 STU 42.76981 -79.07225
## 2664 2016_062 0 18 0.00000000 STW 42.88503 -82.47285
## 2665 2016_062 0 18 0.00000000 THB 44.95015 -83.29780
## 2666 2016_062 1 18 0.05555556 WLW 42.64384 -82.50991
## 2667 2016_063 0 13 0.00000000 BBW 45.77582 -84.61310
## 2668 2016_063 0 13 0.00000000 BFR 42.86173 -78.84803
## 2669 2016_063 0 13 0.00000000 BHE 42.87251 -78.91030
## 2670 2016_063 0 13 0.00000000 BIN 42.34490 -82.99053
## 2671 2016_063 0 13 0.00000000 BLE 42.71809 -82.49722
## 2672 2016_063 0 13 0.00000000 BLK 42.99111 -82.44659
## 2673 2016_063 0 13 0.00000000 CHN 42.61033 -82.47659
## 2674 2016_063 1 13 0.07692308 DRF 42.21756 -83.12886
## 2675 2016_063 2 13 0.15384615 DRL 42.08274 -83.11846
## 2676 2016_063 2 13 0.15384615 DRU 42.35483 -82.93436
## 2677 2016_063 0 13 0.00000000 DUN 42.50212 -79.35815
## 2678 2016_063 0 13 0.00000000 FIC 42.23223 -83.10903
## 2679 2016_063 3 13 0.23076923 FWE 42.69823 -82.48843
## 2680 2016_063 2 13 0.15384615 FWW 42.70022 -82.49789
## 2681 2016_063 0 13 0.00000000 GBD 43.33332 -81.78406
## 2682 2016_063 1 13 0.07692308 GRE 42.22389 -83.12938
## 2683 2016_063 0 13 0.00000000 GRO 42.86675 -79.57433
## 2684 2016_063 0 13 0.00000000 GRW 42.21902 -83.13803
## 2685 2016_063 0 13 0.00000000 HBB 43.18202 -82.12013
## 2686 2016_063 0 13 0.00000000 IGN 45.85712 -84.66344
## 2687 2016_063 0 13 0.00000000 JHN 42.49869 -82.47186
## 2688 2016_063 0 13 0.00000000 LEX 43.24039 -82.44801
## 2689 2016_063 0 13 0.00000000 LGR 42.85280 -79.57850
## 2690 2016_063 0 13 0.00000000 LKS 42.80973 -78.86965
## 2691 2016_063 0 13 0.00000000 LPL 42.49900 -79.99068
## 2692 2016_063 0 13 0.00000000 LSC 42.46868 -82.72897
## 2693 2016_063 0 13 0.00000000 MCK 45.80401 -84.76414
## 2694 2016_063 1 13 0.07692308 MGE 42.82680 -82.47572
## 2695 2016_063 2 13 0.15384615 MGW 42.82710 -82.48243
## 2696 2016_063 0 13 0.00000000 NSA 42.51040 -79.29858
## 2697 2016_063 0 13 0.00000000 OSC 44.45150 -83.23010
## 2698 2016_063 0 13 0.00000000 PRS 45.33398 -83.45836
## 2699 2016_063 0 13 0.00000000 SBI 44.09034 -83.38077
## 2700 2016_063 0 13 0.00000000 SBO 44.14804 -83.27514
## 2701 2016_063 5 13 0.38461538 SCL 42.61865 -82.62531
## 2702 2016_063 2 13 0.15384615 SCM 42.77434 -82.47131
## 2703 2016_063 0 13 0.00000000 SCU 43.00888 -82.41459
## 2704 2016_063 0 13 0.00000000 SGR 43.61235 -83.86096
## 2705 2016_063 0 13 0.00000000 STE 42.88137 -82.46010
## 2706 2016_063 0 13 0.00000000 STU 42.76981 -79.07225
## 2707 2016_063 3 13 0.23076923 STW 42.88503 -82.47285
## 2708 2016_063 0 13 0.00000000 THB 44.95015 -83.29780
## 2709 2016_063 3 13 0.23076923 WLW 42.64384 -82.50991
## 2710 2016_064 0 15 0.00000000 BBW 45.77582 -84.61310
## 2711 2016_064 0 15 0.00000000 BFR 42.86173 -78.84803
## 2712 2016_064 0 15 0.00000000 BHE 42.87251 -78.91030
## 2713 2016_064 0 15 0.00000000 BIN 42.34490 -82.99053
## 2714 2016_064 0 15 0.00000000 BLE 42.71809 -82.49722
## 2715 2016_064 0 15 0.00000000 BLK 42.99111 -82.44659
## 2716 2016_064 0 15 0.00000000 CHN 42.61033 -82.47659
## 2717 2016_064 1 15 0.06666667 DRF 42.21756 -83.12886
## 2718 2016_064 1 15 0.06666667 DRL 42.08274 -83.11846
## 2719 2016_064 3 15 0.20000000 DRU 42.35483 -82.93436
## 2720 2016_064 0 15 0.00000000 DUN 42.50212 -79.35815
## 2721 2016_064 0 15 0.00000000 FIC 42.23223 -83.10903
## 2722 2016_064 0 15 0.00000000 FWE 42.69823 -82.48843
## 2723 2016_064 4 15 0.26666667 FWW 42.70022 -82.49789
## 2724 2016_064 0 15 0.00000000 GBD 43.33332 -81.78406
## 2725 2016_064 1 15 0.06666667 GRE 42.22389 -83.12938
## 2726 2016_064 0 15 0.00000000 GRO 42.86675 -79.57433
## 2727 2016_064 0 15 0.00000000 GRW 42.21902 -83.13803
## 2728 2016_064 0 15 0.00000000 HBB 43.18202 -82.12013
## 2729 2016_064 0 15 0.00000000 IGN 45.85712 -84.66344
## 2730 2016_064 0 15 0.00000000 JHN 42.49869 -82.47186
## 2731 2016_064 0 15 0.00000000 LEX 43.24039 -82.44801
## 2732 2016_064 0 15 0.00000000 LGR 42.85280 -79.57850
## 2733 2016_064 0 15 0.00000000 LKS 42.80973 -78.86965
## 2734 2016_064 0 15 0.00000000 LPL 42.49900 -79.99068
## 2735 2016_064 1 15 0.06666667 LSC 42.46868 -82.72897
## 2736 2016_064 0 15 0.00000000 MCK 45.80401 -84.76414
## 2737 2016_064 1 15 0.06666667 MGE 42.82680 -82.47572
## 2738 2016_064 1 15 0.06666667 MGW 42.82710 -82.48243
## 2739 2016_064 0 15 0.00000000 NSA 42.51040 -79.29858
## 2740 2016_064 0 15 0.00000000 OSC 44.45150 -83.23010
## 2741 2016_064 0 15 0.00000000 PRS 45.33398 -83.45836
## 2742 2016_064 0 15 0.00000000 SBI 44.09034 -83.38077
## 2743 2016_064 0 15 0.00000000 SBO 44.14804 -83.27514
## 2744 2016_064 3 15 0.20000000 SCL 42.61865 -82.62531
## 2745 2016_064 2 15 0.13333333 SCM 42.77434 -82.47131
## 2746 2016_064 0 15 0.00000000 SCU 43.00888 -82.41459
## 2747 2016_064 0 15 0.00000000 SGR 43.61235 -83.86096
## 2748 2016_064 0 15 0.00000000 STE 42.88137 -82.46010
## 2749 2016_064 0 15 0.00000000 STU 42.76981 -79.07225
## 2750 2016_064 0 15 0.00000000 STW 42.88503 -82.47285
## 2751 2016_064 0 15 0.00000000 THB 44.95015 -83.29780
## 2752 2016_064 2 15 0.13333333 WLW 42.64384 -82.50991
## 2753 2016_065 0 11 0.00000000 BBW 45.77582 -84.61310
## 2754 2016_065 0 11 0.00000000 BFR 42.86173 -78.84803
## 2755 2016_065 0 11 0.00000000 BHE 42.87251 -78.91030
## 2756 2016_065 1 11 0.09090909 BIN 42.34490 -82.99053
## 2757 2016_065 0 11 0.00000000 BLE 42.71809 -82.49722
## 2758 2016_065 0 11 0.00000000 BLK 42.99111 -82.44659
## 2759 2016_065 0 11 0.00000000 CHN 42.61033 -82.47659
## 2760 2016_065 1 11 0.09090909 DRF 42.21756 -83.12886
## 2761 2016_065 2 11 0.18181818 DRL 42.08274 -83.11846
## 2762 2016_065 1 11 0.09090909 DRU 42.35483 -82.93436
## 2763 2016_065 0 11 0.00000000 DUN 42.50212 -79.35815
## 2764 2016_065 0 11 0.00000000 FIC 42.23223 -83.10903
## 2765 2016_065 3 11 0.27272727 FWE 42.69823 -82.48843
## 2766 2016_065 2 11 0.18181818 FWW 42.70022 -82.49789
## 2767 2016_065 0 11 0.00000000 GBD 43.33332 -81.78406
## 2768 2016_065 1 11 0.09090909 GRE 42.22389 -83.12938
## 2769 2016_065 0 11 0.00000000 GRO 42.86675 -79.57433
## 2770 2016_065 0 11 0.00000000 GRW 42.21902 -83.13803
## 2771 2016_065 0 11 0.00000000 HBB 43.18202 -82.12013
## 2772 2016_065 0 11 0.00000000 IGN 45.85712 -84.66344
## 2773 2016_065 0 11 0.00000000 JHN 42.49869 -82.47186
## 2774 2016_065 0 11 0.00000000 LEX 43.24039 -82.44801
## 2775 2016_065 0 11 0.00000000 LGR 42.85280 -79.57850
## 2776 2016_065 0 11 0.00000000 LKS 42.80973 -78.86965
## 2777 2016_065 0 11 0.00000000 LPL 42.49900 -79.99068
## 2778 2016_065 0 11 0.00000000 LSC 42.46868 -82.72897
## 2779 2016_065 0 11 0.00000000 MCK 45.80401 -84.76414
## 2780 2016_065 0 11 0.00000000 MGE 42.82680 -82.47572
## 2781 2016_065 0 11 0.00000000 MGW 42.82710 -82.48243
## 2782 2016_065 0 11 0.00000000 NSA 42.51040 -79.29858
## 2783 2016_065 0 11 0.00000000 OSC 44.45150 -83.23010
## 2784 2016_065 0 11 0.00000000 PRS 45.33398 -83.45836
## 2785 2016_065 0 11 0.00000000 SBI 44.09034 -83.38077
## 2786 2016_065 0 11 0.00000000 SBO 44.14804 -83.27514
## 2787 2016_065 4 11 0.36363636 SCL 42.61865 -82.62531
## 2788 2016_065 0 11 0.00000000 SCM 42.77434 -82.47131
## 2789 2016_065 0 11 0.00000000 SCU 43.00888 -82.41459
## 2790 2016_065 0 11 0.00000000 SGR 43.61235 -83.86096
## 2791 2016_065 0 11 0.00000000 STE 42.88137 -82.46010
## 2792 2016_065 0 11 0.00000000 STU 42.76981 -79.07225
## 2793 2016_065 0 11 0.00000000 STW 42.88503 -82.47285
## 2794 2016_065 0 11 0.00000000 THB 44.95015 -83.29780
## 2795 2016_065 2 11 0.18181818 WLW 42.64384 -82.50991
## 2796 2016_066 1 10 0.10000000 BBW 45.77582 -84.61310
## 2797 2016_066 0 10 0.00000000 BFR 42.86173 -78.84803
## 2798 2016_066 0 10 0.00000000 BHE 42.87251 -78.91030
## 2799 2016_066 1 10 0.10000000 BIN 42.34490 -82.99053
## 2800 2016_066 0 10 0.00000000 BLE 42.71809 -82.49722
## 2801 2016_066 0 10 0.00000000 BLK 42.99111 -82.44659
## 2802 2016_066 0 10 0.00000000 CHN 42.61033 -82.47659
## 2803 2016_066 1 10 0.10000000 DRF 42.21756 -83.12886
## 2804 2016_066 1 10 0.10000000 DRL 42.08274 -83.11846
## 2805 2016_066 1 10 0.10000000 DRU 42.35483 -82.93436
## 2806 2016_066 0 10 0.00000000 DUN 42.50212 -79.35815
## 2807 2016_066 0 10 0.00000000 FIC 42.23223 -83.10903
## 2808 2016_066 0 10 0.00000000 FWE 42.69823 -82.48843
## 2809 2016_066 1 10 0.10000000 FWW 42.70022 -82.49789
## 2810 2016_066 0 10 0.00000000 GBD 43.33332 -81.78406
## 2811 2016_066 1 10 0.10000000 GRE 42.22389 -83.12938
## 2812 2016_066 0 10 0.00000000 GRO 42.86675 -79.57433
## 2813 2016_066 0 10 0.00000000 GRW 42.21902 -83.13803
## 2814 2016_066 0 10 0.00000000 HBB 43.18202 -82.12013
## 2815 2016_066 0 10 0.00000000 IGN 45.85712 -84.66344
## 2816 2016_066 0 10 0.00000000 JHN 42.49869 -82.47186
## 2817 2016_066 0 10 0.00000000 LEX 43.24039 -82.44801
## 2818 2016_066 0 10 0.00000000 LGR 42.85280 -79.57850
## 2819 2016_066 0 10 0.00000000 LKS 42.80973 -78.86965
## 2820 2016_066 0 10 0.00000000 LPL 42.49900 -79.99068
## 2821 2016_066 1 10 0.10000000 LSC 42.46868 -82.72897
## 2822 2016_066 0 10 0.00000000 MCK 45.80401 -84.76414
## 2823 2016_066 1 10 0.10000000 MGE 42.82680 -82.47572
## 2824 2016_066 1 10 0.10000000 MGW 42.82710 -82.48243
## 2825 2016_066 0 10 0.00000000 NSA 42.51040 -79.29858
## 2826 2016_066 0 10 0.00000000 OSC 44.45150 -83.23010
## 2827 2016_066 0 10 0.00000000 PRS 45.33398 -83.45836
## 2828 2016_066 1 10 0.10000000 SBI 44.09034 -83.38077
## 2829 2016_066 1 10 0.10000000 SBO 44.14804 -83.27514
## 2830 2016_066 2 10 0.20000000 SCL 42.61865 -82.62531
## 2831 2016_066 1 10 0.10000000 SCM 42.77434 -82.47131
## 2832 2016_066 2 10 0.20000000 SCU 43.00888 -82.41459
## 2833 2016_066 0 10 0.00000000 SGR 43.61235 -83.86096
## 2834 2016_066 0 10 0.00000000 STE 42.88137 -82.46010
## 2835 2016_066 0 10 0.00000000 STU 42.76981 -79.07225
## 2836 2016_066 1 10 0.10000000 STW 42.88503 -82.47285
## 2837 2016_066 1 10 0.10000000 THB 44.95015 -83.29780
## 2838 2016_066 1 10 0.10000000 WLW 42.64384 -82.50991
## 2839 2016_067 0 19 0.00000000 BBW 45.77582 -84.61310
## 2840 2016_067 0 19 0.00000000 BFR 42.86173 -78.84803
## 2841 2016_067 0 19 0.00000000 BHE 42.87251 -78.91030
## 2842 2016_067 0 19 0.00000000 BIN 42.34490 -82.99053
## 2843 2016_067 0 19 0.00000000 BLE 42.71809 -82.49722
## 2844 2016_067 0 19 0.00000000 BLK 42.99111 -82.44659
## 2845 2016_067 0 19 0.00000000 CHN 42.61033 -82.47659
## 2846 2016_067 1 19 0.05263158 DRF 42.21756 -83.12886
## 2847 2016_067 1 19 0.05263158 DRL 42.08274 -83.11846
## 2848 2016_067 2 19 0.10526316 DRU 42.35483 -82.93436
## 2849 2016_067 0 19 0.00000000 DUN 42.50212 -79.35815
## 2850 2016_067 0 19 0.00000000 FIC 42.23223 -83.10903
## 2851 2016_067 3 19 0.15789474 FWE 42.69823 -82.48843
## 2852 2016_067 3 19 0.15789474 FWW 42.70022 -82.49789
## 2853 2016_067 0 19 0.00000000 GBD 43.33332 -81.78406
## 2854 2016_067 1 19 0.05263158 GRE 42.22389 -83.12938
## 2855 2016_067 0 19 0.00000000 GRO 42.86675 -79.57433
## 2856 2016_067 0 19 0.00000000 GRW 42.21902 -83.13803
## 2857 2016_067 0 19 0.00000000 HBB 43.18202 -82.12013
## 2858 2016_067 0 19 0.00000000 IGN 45.85712 -84.66344
## 2859 2016_067 0 19 0.00000000 JHN 42.49869 -82.47186
## 2860 2016_067 0 19 0.00000000 LEX 43.24039 -82.44801
## 2861 2016_067 0 19 0.00000000 LGR 42.85280 -79.57850
## 2862 2016_067 0 19 0.00000000 LKS 42.80973 -78.86965
## 2863 2016_067 0 19 0.00000000 LPL 42.49900 -79.99068
## 2864 2016_067 1 19 0.05263158 LSC 42.46868 -82.72897
## 2865 2016_067 0 19 0.00000000 MCK 45.80401 -84.76414
## 2866 2016_067 1 19 0.05263158 MGE 42.82680 -82.47572
## 2867 2016_067 4 19 0.21052632 MGW 42.82710 -82.48243
## 2868 2016_067 0 19 0.00000000 NSA 42.51040 -79.29858
## 2869 2016_067 0 19 0.00000000 OSC 44.45150 -83.23010
## 2870 2016_067 0 19 0.00000000 PRS 45.33398 -83.45836
## 2871 2016_067 0 19 0.00000000 SBI 44.09034 -83.38077
## 2872 2016_067 0 19 0.00000000 SBO 44.14804 -83.27514
## 2873 2016_067 2 19 0.10526316 SCL 42.61865 -82.62531
## 2874 2016_067 1 19 0.05263158 SCM 42.77434 -82.47131
## 2875 2016_067 0 19 0.00000000 SCU 43.00888 -82.41459
## 2876 2016_067 0 19 0.00000000 SGR 43.61235 -83.86096
## 2877 2016_067 0 19 0.00000000 STE 42.88137 -82.46010
## 2878 2016_067 0 19 0.00000000 STU 42.76981 -79.07225
## 2879 2016_067 2 19 0.10526316 STW 42.88503 -82.47285
## 2880 2016_067 0 19 0.00000000 THB 44.95015 -83.29780
## 2881 2016_067 3 19 0.15789474 WLW 42.64384 -82.50991
## 2882 2016_068 0 9 0.00000000 BBW 45.77582 -84.61310
## 2883 2016_068 0 9 0.00000000 BFR 42.86173 -78.84803
## 2884 2016_068 0 9 0.00000000 BHE 42.87251 -78.91030
## 2885 2016_068 0 9 0.00000000 BIN 42.34490 -82.99053
## 2886 2016_068 0 9 0.00000000 BLE 42.71809 -82.49722
## 2887 2016_068 0 9 0.00000000 BLK 42.99111 -82.44659
## 2888 2016_068 0 9 0.00000000 CHN 42.61033 -82.47659
## 2889 2016_068 2 9 0.22222222 DRF 42.21756 -83.12886
## 2890 2016_068 2 9 0.22222222 DRL 42.08274 -83.11846
## 2891 2016_068 2 9 0.22222222 DRU 42.35483 -82.93436
## 2892 2016_068 0 9 0.00000000 DUN 42.50212 -79.35815
## 2893 2016_068 0 9 0.00000000 FIC 42.23223 -83.10903
## 2894 2016_068 1 9 0.11111111 FWE 42.69823 -82.48843
## 2895 2016_068 0 9 0.00000000 FWW 42.70022 -82.49789
## 2896 2016_068 0 9 0.00000000 GBD 43.33332 -81.78406
## 2897 2016_068 1 9 0.11111111 GRE 42.22389 -83.12938
## 2898 2016_068 0 9 0.00000000 GRO 42.86675 -79.57433
## 2899 2016_068 0 9 0.00000000 GRW 42.21902 -83.13803
## 2900 2016_068 0 9 0.00000000 HBB 43.18202 -82.12013
## 2901 2016_068 0 9 0.00000000 IGN 45.85712 -84.66344
## 2902 2016_068 0 9 0.00000000 JHN 42.49869 -82.47186
## 2903 2016_068 0 9 0.00000000 LEX 43.24039 -82.44801
## 2904 2016_068 0 9 0.00000000 LGR 42.85280 -79.57850
## 2905 2016_068 0 9 0.00000000 LKS 42.80973 -78.86965
## 2906 2016_068 0 9 0.00000000 LPL 42.49900 -79.99068
## 2907 2016_068 0 9 0.00000000 LSC 42.46868 -82.72897
## 2908 2016_068 0 9 0.00000000 MCK 45.80401 -84.76414
## 2909 2016_068 2 9 0.22222222 MGE 42.82680 -82.47572
## 2910 2016_068 0 9 0.00000000 MGW 42.82710 -82.48243
## 2911 2016_068 0 9 0.00000000 NSA 42.51040 -79.29858
## 2912 2016_068 1 9 0.11111111 OSC 44.45150 -83.23010
## 2913 2016_068 0 9 0.00000000 PRS 45.33398 -83.45836
## 2914 2016_068 0 9 0.00000000 SBI 44.09034 -83.38077
## 2915 2016_068 0 9 0.00000000 SBO 44.14804 -83.27514
## 2916 2016_068 1 9 0.11111111 SCL 42.61865 -82.62531
## 2917 2016_068 0 9 0.00000000 SCM 42.77434 -82.47131
## 2918 2016_068 1 9 0.11111111 SCU 43.00888 -82.41459
## 2919 2016_068 0 9 0.00000000 SGR 43.61235 -83.86096
## 2920 2016_068 1 9 0.11111111 STE 42.88137 -82.46010
## 2921 2016_068 0 9 0.00000000 STU 42.76981 -79.07225
## 2922 2016_068 0 9 0.00000000 STW 42.88503 -82.47285
## 2923 2016_068 1 9 0.11111111 THB 44.95015 -83.29780
## 2924 2016_068 1 9 0.11111111 WLW 42.64384 -82.50991
## 2925 2016_069 0 14 0.00000000 BBW 45.77582 -84.61310
## 2926 2016_069 0 14 0.00000000 BFR 42.86173 -78.84803
## 2927 2016_069 0 14 0.00000000 BHE 42.87251 -78.91030
## 2928 2016_069 0 14 0.00000000 BIN 42.34490 -82.99053
## 2929 2016_069 0 14 0.00000000 BLE 42.71809 -82.49722
## 2930 2016_069 0 14 0.00000000 BLK 42.99111 -82.44659
## 2931 2016_069 0 14 0.00000000 CHN 42.61033 -82.47659
## 2932 2016_069 1 14 0.07142857 DRF 42.21756 -83.12886
## 2933 2016_069 2 14 0.14285714 DRL 42.08274 -83.11846
## 2934 2016_069 2 14 0.14285714 DRU 42.35483 -82.93436
## 2935 2016_069 0 14 0.00000000 DUN 42.50212 -79.35815
## 2936 2016_069 0 14 0.00000000 FIC 42.23223 -83.10903
## 2937 2016_069 1 14 0.07142857 FWE 42.69823 -82.48843
## 2938 2016_069 0 14 0.00000000 FWW 42.70022 -82.49789
## 2939 2016_069 1 14 0.07142857 GBD 43.33332 -81.78406
## 2940 2016_069 1 14 0.07142857 GRE 42.22389 -83.12938
## 2941 2016_069 0 14 0.00000000 GRO 42.86675 -79.57433
## 2942 2016_069 0 14 0.00000000 GRW 42.21902 -83.13803
## 2943 2016_069 0 14 0.00000000 HBB 43.18202 -82.12013
## 2944 2016_069 0 14 0.00000000 IGN 45.85712 -84.66344
## 2945 2016_069 0 14 0.00000000 JHN 42.49869 -82.47186
## 2946 2016_069 4 14 0.28571429 LEX 43.24039 -82.44801
## 2947 2016_069 0 14 0.00000000 LGR 42.85280 -79.57850
## 2948 2016_069 0 14 0.00000000 LKS 42.80973 -78.86965
## 2949 2016_069 0 14 0.00000000 LPL 42.49900 -79.99068
## 2950 2016_069 0 14 0.00000000 LSC 42.46868 -82.72897
## 2951 2016_069 0 14 0.00000000 MCK 45.80401 -84.76414
## 2952 2016_069 1 14 0.07142857 MGE 42.82680 -82.47572
## 2953 2016_069 0 14 0.00000000 MGW 42.82710 -82.48243
## 2954 2016_069 0 14 0.00000000 NSA 42.51040 -79.29858
## 2955 2016_069 0 14 0.00000000 OSC 44.45150 -83.23010
## 2956 2016_069 0 14 0.00000000 PRS 45.33398 -83.45836
## 2957 2016_069 0 14 0.00000000 SBI 44.09034 -83.38077
## 2958 2016_069 0 14 0.00000000 SBO 44.14804 -83.27514
## 2959 2016_069 1 14 0.07142857 SCL 42.61865 -82.62531
## 2960 2016_069 1 14 0.07142857 SCM 42.77434 -82.47131
## 2961 2016_069 2 14 0.14285714 SCU 43.00888 -82.41459
## 2962 2016_069 0 14 0.00000000 SGR 43.61235 -83.86096
## 2963 2016_069 0 14 0.00000000 STE 42.88137 -82.46010
## 2964 2016_069 0 14 0.00000000 STU 42.76981 -79.07225
## 2965 2016_069 1 14 0.07142857 STW 42.88503 -82.47285
## 2966 2016_069 0 14 0.00000000 THB 44.95015 -83.29780
## 2967 2016_069 1 14 0.07142857 WLW 42.64384 -82.50991
## 2968 2016_070 0 20 0.00000000 BBW 45.77582 -84.61310
## 2969 2016_070 0 20 0.00000000 BFR 42.86173 -78.84803
## 2970 2016_070 0 20 0.00000000 BHE 42.87251 -78.91030
## 2971 2016_070 1 20 0.05000000 BIN 42.34490 -82.99053
## 2972 2016_070 0 20 0.00000000 BLE 42.71809 -82.49722
## 2973 2016_070 0 20 0.00000000 BLK 42.99111 -82.44659
## 2974 2016_070 0 20 0.00000000 CHN 42.61033 -82.47659
## 2975 2016_070 1 20 0.05000000 DRF 42.21756 -83.12886
## 2976 2016_070 2 20 0.10000000 DRL 42.08274 -83.11846
## 2977 2016_070 2 20 0.10000000 DRU 42.35483 -82.93436
## 2978 2016_070 0 20 0.00000000 DUN 42.50212 -79.35815
## 2979 2016_070 0 20 0.00000000 FIC 42.23223 -83.10903
## 2980 2016_070 2 20 0.10000000 FWE 42.69823 -82.48843
## 2981 2016_070 2 20 0.10000000 FWW 42.70022 -82.49789
## 2982 2016_070 0 20 0.00000000 GBD 43.33332 -81.78406
## 2983 2016_070 1 20 0.05000000 GRE 42.22389 -83.12938
## 2984 2016_070 0 20 0.00000000 GRO 42.86675 -79.57433
## 2985 2016_070 0 20 0.00000000 GRW 42.21902 -83.13803
## 2986 2016_070 0 20 0.00000000 HBB 43.18202 -82.12013
## 2987 2016_070 0 20 0.00000000 IGN 45.85712 -84.66344
## 2988 2016_070 0 20 0.00000000 JHN 42.49869 -82.47186
## 2989 2016_070 0 20 0.00000000 LEX 43.24039 -82.44801
## 2990 2016_070 0 20 0.00000000 LGR 42.85280 -79.57850
## 2991 2016_070 0 20 0.00000000 LKS 42.80973 -78.86965
## 2992 2016_070 0 20 0.00000000 LPL 42.49900 -79.99068
## 2993 2016_070 2 20 0.10000000 LSC 42.46868 -82.72897
## 2994 2016_070 0 20 0.00000000 MCK 45.80401 -84.76414
## 2995 2016_070 1 20 0.05000000 MGE 42.82680 -82.47572
## 2996 2016_070 3 20 0.15000000 MGW 42.82710 -82.48243
## 2997 2016_070 0 20 0.00000000 NSA 42.51040 -79.29858
## 2998 2016_070 0 20 0.00000000 OSC 44.45150 -83.23010
## 2999 2016_070 0 20 0.00000000 PRS 45.33398 -83.45836
## 3000 2016_070 0 20 0.00000000 SBI 44.09034 -83.38077
## 3001 2016_070 0 20 0.00000000 SBO 44.14804 -83.27514
## 3002 2016_070 5 20 0.25000000 SCL 42.61865 -82.62531
## 3003 2016_070 4 20 0.20000000 SCM 42.77434 -82.47131
## 3004 2016_070 0 20 0.00000000 SCU 43.00888 -82.41459
## 3005 2016_070 0 20 0.00000000 SGR 43.61235 -83.86096
## 3006 2016_070 0 20 0.00000000 STE 42.88137 -82.46010
## 3007 2016_070 0 20 0.00000000 STU 42.76981 -79.07225
## 3008 2016_070 6 20 0.30000000 STW 42.88503 -82.47285
## 3009 2016_070 0 20 0.00000000 THB 44.95015 -83.29780
## 3010 2016_070 3 20 0.15000000 WLW 42.64384 -82.50991
## 3011 2016_071 0 14 0.00000000 BBW 45.77582 -84.61310
## 3012 2016_071 0 14 0.00000000 BFR 42.86173 -78.84803
## 3013 2016_071 0 14 0.00000000 BHE 42.87251 -78.91030
## 3014 2016_071 0 14 0.00000000 BIN 42.34490 -82.99053
## 3015 2016_071 0 14 0.00000000 BLE 42.71809 -82.49722
## 3016 2016_071 0 14 0.00000000 BLK 42.99111 -82.44659
## 3017 2016_071 0 14 0.00000000 CHN 42.61033 -82.47659
## 3018 2016_071 1 14 0.07142857 DRF 42.21756 -83.12886
## 3019 2016_071 2 14 0.14285714 DRL 42.08274 -83.11846
## 3020 2016_071 1 14 0.07142857 DRU 42.35483 -82.93436
## 3021 2016_071 0 14 0.00000000 DUN 42.50212 -79.35815
## 3022 2016_071 0 14 0.00000000 FIC 42.23223 -83.10903
## 3023 2016_071 1 14 0.07142857 FWE 42.69823 -82.48843
## 3024 2016_071 0 14 0.00000000 FWW 42.70022 -82.49789
## 3025 2016_071 0 14 0.00000000 GBD 43.33332 -81.78406
## 3026 2016_071 1 14 0.07142857 GRE 42.22389 -83.12938
## 3027 2016_071 0 14 0.00000000 GRO 42.86675 -79.57433
## 3028 2016_071 0 14 0.00000000 GRW 42.21902 -83.13803
## 3029 2016_071 0 14 0.00000000 HBB 43.18202 -82.12013
## 3030 2016_071 0 14 0.00000000 IGN 45.85712 -84.66344
## 3031 2016_071 0 14 0.00000000 JHN 42.49869 -82.47186
## 3032 2016_071 0 14 0.00000000 LEX 43.24039 -82.44801
## 3033 2016_071 0 14 0.00000000 LGR 42.85280 -79.57850
## 3034 2016_071 0 14 0.00000000 LKS 42.80973 -78.86965
## 3035 2016_071 0 14 0.00000000 LPL 42.49900 -79.99068
## 3036 2016_071 1 14 0.07142857 LSC 42.46868 -82.72897
## 3037 2016_071 0 14 0.00000000 MCK 45.80401 -84.76414
## 3038 2016_071 0 14 0.00000000 MGE 42.82680 -82.47572
## 3039 2016_071 1 14 0.07142857 MGW 42.82710 -82.48243
## 3040 2016_071 0 14 0.00000000 NSA 42.51040 -79.29858
## 3041 2016_071 0 14 0.00000000 OSC 44.45150 -83.23010
## 3042 2016_071 0 14 0.00000000 PRS 45.33398 -83.45836
## 3043 2016_071 4 14 0.28571429 SBI 44.09034 -83.38077
## 3044 2016_071 0 14 0.00000000 SBO 44.14804 -83.27514
## 3045 2016_071 1 14 0.07142857 SCL 42.61865 -82.62531
## 3046 2016_071 1 14 0.07142857 SCM 42.77434 -82.47131
## 3047 2016_071 3 14 0.21428571 SCU 43.00888 -82.41459
## 3048 2016_071 0 14 0.00000000 SGR 43.61235 -83.86096
## 3049 2016_071 0 14 0.00000000 STE 42.88137 -82.46010
## 3050 2016_071 0 14 0.00000000 STU 42.76981 -79.07225
## 3051 2016_071 1 14 0.07142857 STW 42.88503 -82.47285
## 3052 2016_071 0 14 0.00000000 THB 44.95015 -83.29780
## 3053 2016_071 1 14 0.07142857 WLW 42.64384 -82.50991
## 3054 2016_072 0 11 0.00000000 BBW 45.77582 -84.61310
## 3055 2016_072 0 11 0.00000000 BFR 42.86173 -78.84803
## 3056 2016_072 0 11 0.00000000 BHE 42.87251 -78.91030
## 3057 2016_072 1 11 0.09090909 BIN 42.34490 -82.99053
## 3058 2016_072 0 11 0.00000000 BLE 42.71809 -82.49722
## 3059 2016_072 0 11 0.00000000 BLK 42.99111 -82.44659
## 3060 2016_072 0 11 0.00000000 CHN 42.61033 -82.47659
## 3061 2016_072 2 11 0.18181818 DRF 42.21756 -83.12886
## 3062 2016_072 1 11 0.09090909 DRL 42.08274 -83.11846
## 3063 2016_072 1 11 0.09090909 DRU 42.35483 -82.93436
## 3064 2016_072 0 11 0.00000000 DUN 42.50212 -79.35815
## 3065 2016_072 0 11 0.00000000 FIC 42.23223 -83.10903
## 3066 2016_072 0 11 0.00000000 FWE 42.69823 -82.48843
## 3067 2016_072 1 11 0.09090909 FWW 42.70022 -82.49789
## 3068 2016_072 0 11 0.00000000 GBD 43.33332 -81.78406
## 3069 2016_072 1 11 0.09090909 GRE 42.22389 -83.12938
## 3070 2016_072 0 11 0.00000000 GRO 42.86675 -79.57433
## 3071 2016_072 0 11 0.00000000 GRW 42.21902 -83.13803
## 3072 2016_072 0 11 0.00000000 HBB 43.18202 -82.12013
## 3073 2016_072 0 11 0.00000000 IGN 45.85712 -84.66344
## 3074 2016_072 0 11 0.00000000 JHN 42.49869 -82.47186
## 3075 2016_072 0 11 0.00000000 LEX 43.24039 -82.44801
## 3076 2016_072 0 11 0.00000000 LGR 42.85280 -79.57850
## 3077 2016_072 0 11 0.00000000 LKS 42.80973 -78.86965
## 3078 2016_072 0 11 0.00000000 LPL 42.49900 -79.99068
## 3079 2016_072 1 11 0.09090909 LSC 42.46868 -82.72897
## 3080 2016_072 0 11 0.00000000 MCK 45.80401 -84.76414
## 3081 2016_072 1 11 0.09090909 MGE 42.82680 -82.47572
## 3082 2016_072 0 11 0.00000000 MGW 42.82710 -82.48243
## 3083 2016_072 0 11 0.00000000 NSA 42.51040 -79.29858
## 3084 2016_072 0 11 0.00000000 OSC 44.45150 -83.23010
## 3085 2016_072 0 11 0.00000000 PRS 45.33398 -83.45836
## 3086 2016_072 0 11 0.00000000 SBI 44.09034 -83.38077
## 3087 2016_072 0 11 0.00000000 SBO 44.14804 -83.27514
## 3088 2016_072 1 11 0.09090909 SCL 42.61865 -82.62531
## 3089 2016_072 1 11 0.09090909 SCM 42.77434 -82.47131
## 3090 2016_072 5 11 0.45454545 SCU 43.00888 -82.41459
## 3091 2016_072 0 11 0.00000000 SGR 43.61235 -83.86096
## 3092 2016_072 0 11 0.00000000 STE 42.88137 -82.46010
## 3093 2016_072 0 11 0.00000000 STU 42.76981 -79.07225
## 3094 2016_072 1 11 0.09090909 STW 42.88503 -82.47285
## 3095 2016_072 0 11 0.00000000 THB 44.95015 -83.29780
## 3096 2016_072 1 11 0.09090909 WLW 42.64384 -82.50991
## 3097 2016_073 0 8 0.00000000 BBW 45.77582 -84.61310
## 3098 2016_073 0 8 0.00000000 BFR 42.86173 -78.84803
## 3099 2016_073 0 8 0.00000000 BHE 42.87251 -78.91030
## 3100 2016_073 0 8 0.00000000 BIN 42.34490 -82.99053
## 3101 2016_073 0 8 0.00000000 BLE 42.71809 -82.49722
## 3102 2016_073 0 8 0.00000000 BLK 42.99111 -82.44659
## 3103 2016_073 2 8 0.25000000 CHN 42.61033 -82.47659
## 3104 2016_073 1 8 0.12500000 DRF 42.21756 -83.12886
## 3105 2016_073 3 8 0.37500000 DRL 42.08274 -83.11846
## 3106 2016_073 2 8 0.25000000 DRU 42.35483 -82.93436
## 3107 2016_073 0 8 0.00000000 DUN 42.50212 -79.35815
## 3108 2016_073 1 8 0.12500000 FIC 42.23223 -83.10903
## 3109 2016_073 1 8 0.12500000 FWE 42.69823 -82.48843
## 3110 2016_073 0 8 0.00000000 FWW 42.70022 -82.49789
## 3111 2016_073 0 8 0.00000000 GBD 43.33332 -81.78406
## 3112 2016_073 0 8 0.00000000 GRE 42.22389 -83.12938
## 3113 2016_073 0 8 0.00000000 GRO 42.86675 -79.57433
## 3114 2016_073 0 8 0.00000000 GRW 42.21902 -83.13803
## 3115 2016_073 0 8 0.00000000 HBB 43.18202 -82.12013
## 3116 2016_073 0 8 0.00000000 IGN 45.85712 -84.66344
## 3117 2016_073 0 8 0.00000000 JHN 42.49869 -82.47186
## 3118 2016_073 0 8 0.00000000 LEX 43.24039 -82.44801
## 3119 2016_073 0 8 0.00000000 LGR 42.85280 -79.57850
## 3120 2016_073 0 8 0.00000000 LKS 42.80973 -78.86965
## 3121 2016_073 0 8 0.00000000 LPL 42.49900 -79.99068
## 3122 2016_073 0 8 0.00000000 LSC 42.46868 -82.72897
## 3123 2016_073 0 8 0.00000000 MCK 45.80401 -84.76414
## 3124 2016_073 0 8 0.00000000 MGE 42.82680 -82.47572
## 3125 2016_073 0 8 0.00000000 MGW 42.82710 -82.48243
## 3126 2016_073 0 8 0.00000000 NSA 42.51040 -79.29858
## 3127 2016_073 0 8 0.00000000 OSC 44.45150 -83.23010
## 3128 2016_073 0 8 0.00000000 PRS 45.33398 -83.45836
## 3129 2016_073 0 8 0.00000000 SBI 44.09034 -83.38077
## 3130 2016_073 0 8 0.00000000 SBO 44.14804 -83.27514
## 3131 2016_073 0 8 0.00000000 SCL 42.61865 -82.62531
## 3132 2016_073 0 8 0.00000000 SCM 42.77434 -82.47131
## 3133 2016_073 0 8 0.00000000 SCU 43.00888 -82.41459
## 3134 2016_073 0 8 0.00000000 SGR 43.61235 -83.86096
## 3135 2016_073 0 8 0.00000000 STE 42.88137 -82.46010
## 3136 2016_073 0 8 0.00000000 STU 42.76981 -79.07225
## 3137 2016_073 0 8 0.00000000 STW 42.88503 -82.47285
## 3138 2016_073 0 8 0.00000000 THB 44.95015 -83.29780
## 3139 2016_073 1 8 0.12500000 WLW 42.64384 -82.50991
## 3140 2016_074 0 8 0.00000000 BBW 45.77582 -84.61310
## 3141 2016_074 0 8 0.00000000 BFR 42.86173 -78.84803
## 3142 2016_074 0 8 0.00000000 BHE 42.87251 -78.91030
## 3143 2016_074 0 8 0.00000000 BIN 42.34490 -82.99053
## 3144 2016_074 0 8 0.00000000 BLE 42.71809 -82.49722
## 3145 2016_074 0 8 0.00000000 BLK 42.99111 -82.44659
## 3146 2016_074 0 8 0.00000000 CHN 42.61033 -82.47659
## 3147 2016_074 1 8 0.12500000 DRF 42.21756 -83.12886
## 3148 2016_074 1 8 0.12500000 DRL 42.08274 -83.11846
## 3149 2016_074 1 8 0.12500000 DRU 42.35483 -82.93436
## 3150 2016_074 0 8 0.00000000 DUN 42.50212 -79.35815
## 3151 2016_074 0 8 0.00000000 FIC 42.23223 -83.10903
## 3152 2016_074 0 8 0.00000000 FWE 42.69823 -82.48843
## 3153 2016_074 1 8 0.12500000 FWW 42.70022 -82.49789
## 3154 2016_074 0 8 0.00000000 GBD 43.33332 -81.78406
## 3155 2016_074 1 8 0.12500000 GRE 42.22389 -83.12938
## 3156 2016_074 0 8 0.00000000 GRO 42.86675 -79.57433
## 3157 2016_074 0 8 0.00000000 GRW 42.21902 -83.13803
## 3158 2016_074 0 8 0.00000000 HBB 43.18202 -82.12013
## 3159 2016_074 0 8 0.00000000 IGN 45.85712 -84.66344
## 3160 2016_074 0 8 0.00000000 JHN 42.49869 -82.47186
## 3161 2016_074 2 8 0.25000000 LEX 43.24039 -82.44801
## 3162 2016_074 0 8 0.00000000 LGR 42.85280 -79.57850
## 3163 2016_074 0 8 0.00000000 LKS 42.80973 -78.86965
## 3164 2016_074 0 8 0.00000000 LPL 42.49900 -79.99068
## 3165 2016_074 1 8 0.12500000 LSC 42.46868 -82.72897
## 3166 2016_074 0 8 0.00000000 MCK 45.80401 -84.76414
## 3167 2016_074 1 8 0.12500000 MGE 42.82680 -82.47572
## 3168 2016_074 0 8 0.00000000 MGW 42.82710 -82.48243
## 3169 2016_074 0 8 0.00000000 NSA 42.51040 -79.29858
## 3170 2016_074 0 8 0.00000000 OSC 44.45150 -83.23010
## 3171 2016_074 0 8 0.00000000 PRS 45.33398 -83.45836
## 3172 2016_074 0 8 0.00000000 SBI 44.09034 -83.38077
## 3173 2016_074 0 8 0.00000000 SBO 44.14804 -83.27514
## 3174 2016_074 1 8 0.12500000 SCL 42.61865 -82.62531
## 3175 2016_074 1 8 0.12500000 SCM 42.77434 -82.47131
## 3176 2016_074 1 8 0.12500000 SCU 43.00888 -82.41459
## 3177 2016_074 0 8 0.00000000 SGR 43.61235 -83.86096
## 3178 2016_074 0 8 0.00000000 STE 42.88137 -82.46010
## 3179 2016_074 0 8 0.00000000 STU 42.76981 -79.07225
## 3180 2016_074 1 8 0.12500000 STW 42.88503 -82.47285
## 3181 2016_074 0 8 0.00000000 THB 44.95015 -83.29780
## 3182 2016_074 1 8 0.12500000 WLW 42.64384 -82.50991
## 3183 2016_075 0 17 0.00000000 BBW 45.77582 -84.61310
## 3184 2016_075 0 17 0.00000000 BFR 42.86173 -78.84803
## 3185 2016_075 0 17 0.00000000 BHE 42.87251 -78.91030
## 3186 2016_075 3 17 0.17647059 BIN 42.34490 -82.99053
## 3187 2016_075 0 17 0.00000000 BLE 42.71809 -82.49722
## 3188 2016_075 0 17 0.00000000 BLK 42.99111 -82.44659
## 3189 2016_075 0 17 0.00000000 CHN 42.61033 -82.47659
## 3190 2016_075 1 17 0.05882353 DRF 42.21756 -83.12886
## 3191 2016_075 1 17 0.05882353 DRL 42.08274 -83.11846
## 3192 2016_075 5 17 0.29411765 DRU 42.35483 -82.93436
## 3193 2016_075 0 17 0.00000000 DUN 42.50212 -79.35815
## 3194 2016_075 1 17 0.05882353 FIC 42.23223 -83.10903
## 3195 2016_075 0 17 0.00000000 FWE 42.69823 -82.48843
## 3196 2016_075 1 17 0.05882353 FWW 42.70022 -82.49789
## 3197 2016_075 0 17 0.00000000 GBD 43.33332 -81.78406
## 3198 2016_075 0 17 0.00000000 GRE 42.22389 -83.12938
## 3199 2016_075 0 17 0.00000000 GRO 42.86675 -79.57433
## 3200 2016_075 0 17 0.00000000 GRW 42.21902 -83.13803
## 3201 2016_075 0 17 0.00000000 HBB 43.18202 -82.12013
## 3202 2016_075 0 17 0.00000000 IGN 45.85712 -84.66344
## 3203 2016_075 0 17 0.00000000 JHN 42.49869 -82.47186
## 3204 2016_075 0 17 0.00000000 LEX 43.24039 -82.44801
## 3205 2016_075 0 17 0.00000000 LGR 42.85280 -79.57850
## 3206 2016_075 0 17 0.00000000 LKS 42.80973 -78.86965
## 3207 2016_075 0 17 0.00000000 LPL 42.49900 -79.99068
## 3208 2016_075 2 17 0.11764706 LSC 42.46868 -82.72897
## 3209 2016_075 0 17 0.00000000 MCK 45.80401 -84.76414
## 3210 2016_075 1 17 0.05882353 MGE 42.82680 -82.47572
## 3211 2016_075 1 17 0.05882353 MGW 42.82710 -82.48243
## 3212 2016_075 0 17 0.00000000 NSA 42.51040 -79.29858
## 3213 2016_075 0 17 0.00000000 OSC 44.45150 -83.23010
## 3214 2016_075 0 17 0.00000000 PRS 45.33398 -83.45836
## 3215 2016_075 0 17 0.00000000 SBI 44.09034 -83.38077
## 3216 2016_075 0 17 0.00000000 SBO 44.14804 -83.27514
## 3217 2016_075 2 17 0.11764706 SCL 42.61865 -82.62531
## 3218 2016_075 1 17 0.05882353 SCM 42.77434 -82.47131
## 3219 2016_075 1 17 0.05882353 SCU 43.00888 -82.41459
## 3220 2016_075 0 17 0.00000000 SGR 43.61235 -83.86096
## 3221 2016_075 0 17 0.00000000 STE 42.88137 -82.46010
## 3222 2016_075 0 17 0.00000000 STU 42.76981 -79.07225
## 3223 2016_075 5 17 0.29411765 STW 42.88503 -82.47285
## 3224 2016_075 0 17 0.00000000 THB 44.95015 -83.29780
## 3225 2016_075 0 17 0.00000000 WLW 42.64384 -82.50991
## 3226 2016_076 0 11 0.00000000 BBW 45.77582 -84.61310
## 3227 2016_076 0 11 0.00000000 BFR 42.86173 -78.84803
## 3228 2016_076 0 11 0.00000000 BHE 42.87251 -78.91030
## 3229 2016_076 1 11 0.09090909 BIN 42.34490 -82.99053
## 3230 2016_076 0 11 0.00000000 BLE 42.71809 -82.49722
## 3231 2016_076 0 11 0.00000000 BLK 42.99111 -82.44659
## 3232 2016_076 0 11 0.00000000 CHN 42.61033 -82.47659
## 3233 2016_076 1 11 0.09090909 DRF 42.21756 -83.12886
## 3234 2016_076 2 11 0.18181818 DRL 42.08274 -83.11846
## 3235 2016_076 1 11 0.09090909 DRU 42.35483 -82.93436
## 3236 2016_076 0 11 0.00000000 DUN 42.50212 -79.35815
## 3237 2016_076 0 11 0.00000000 FIC 42.23223 -83.10903
## 3238 2016_076 2 11 0.18181818 FWE 42.69823 -82.48843
## 3239 2016_076 2 11 0.18181818 FWW 42.70022 -82.49789
## 3240 2016_076 0 11 0.00000000 GBD 43.33332 -81.78406
## 3241 2016_076 1 11 0.09090909 GRE 42.22389 -83.12938
## 3242 2016_076 0 11 0.00000000 GRO 42.86675 -79.57433
## 3243 2016_076 0 11 0.00000000 GRW 42.21902 -83.13803
## 3244 2016_076 0 11 0.00000000 HBB 43.18202 -82.12013
## 3245 2016_076 0 11 0.00000000 IGN 45.85712 -84.66344
## 3246 2016_076 0 11 0.00000000 JHN 42.49869 -82.47186
## 3247 2016_076 0 11 0.00000000 LEX 43.24039 -82.44801
## 3248 2016_076 0 11 0.00000000 LGR 42.85280 -79.57850
## 3249 2016_076 0 11 0.00000000 LKS 42.80973 -78.86965
## 3250 2016_076 0 11 0.00000000 LPL 42.49900 -79.99068
## 3251 2016_076 0 11 0.00000000 LSC 42.46868 -82.72897
## 3252 2016_076 0 11 0.00000000 MCK 45.80401 -84.76414
## 3253 2016_076 2 11 0.18181818 MGE 42.82680 -82.47572
## 3254 2016_076 2 11 0.18181818 MGW 42.82710 -82.48243
## 3255 2016_076 0 11 0.00000000 NSA 42.51040 -79.29858
## 3256 2016_076 0 11 0.00000000 OSC 44.45150 -83.23010
## 3257 2016_076 0 11 0.00000000 PRS 45.33398 -83.45836
## 3258 2016_076 0 11 0.00000000 SBI 44.09034 -83.38077
## 3259 2016_076 0 11 0.00000000 SBO 44.14804 -83.27514
## 3260 2016_076 1 11 0.09090909 SCL 42.61865 -82.62531
## 3261 2016_076 1 11 0.09090909 SCM 42.77434 -82.47131
## 3262 2016_076 1 11 0.09090909 SCU 43.00888 -82.41459
## 3263 2016_076 0 11 0.00000000 SGR 43.61235 -83.86096
## 3264 2016_076 2 11 0.18181818 STE 42.88137 -82.46010
## 3265 2016_076 0 11 0.00000000 STU 42.76981 -79.07225
## 3266 2016_076 2 11 0.18181818 STW 42.88503 -82.47285
## 3267 2016_076 0 11 0.00000000 THB 44.95015 -83.29780
## 3268 2016_076 1 11 0.09090909 WLW 42.64384 -82.50991
## 3269 2016_077 0 13 0.00000000 BBW 45.77582 -84.61310
## 3270 2016_077 0 13 0.00000000 BFR 42.86173 -78.84803
## 3271 2016_077 0 13 0.00000000 BHE 42.87251 -78.91030
## 3272 2016_077 1 13 0.07692308 BIN 42.34490 -82.99053
## 3273 2016_077 0 13 0.00000000 BLE 42.71809 -82.49722
## 3274 2016_077 0 13 0.00000000 BLK 42.99111 -82.44659
## 3275 2016_077 0 13 0.00000000 CHN 42.61033 -82.47659
## 3276 2016_077 2 13 0.15384615 DRF 42.21756 -83.12886
## 3277 2016_077 2 13 0.15384615 DRL 42.08274 -83.11846
## 3278 2016_077 1 13 0.07692308 DRU 42.35483 -82.93436
## 3279 2016_077 0 13 0.00000000 DUN 42.50212 -79.35815
## 3280 2016_077 0 13 0.00000000 FIC 42.23223 -83.10903
## 3281 2016_077 1 13 0.07692308 FWE 42.69823 -82.48843
## 3282 2016_077 4 13 0.30769231 FWW 42.70022 -82.49789
## 3283 2016_077 0 13 0.00000000 GBD 43.33332 -81.78406
## 3284 2016_077 1 13 0.07692308 GRE 42.22389 -83.12938
## 3285 2016_077 0 13 0.00000000 GRO 42.86675 -79.57433
## 3286 2016_077 0 13 0.00000000 GRW 42.21902 -83.13803
## 3287 2016_077 0 13 0.00000000 HBB 43.18202 -82.12013
## 3288 2016_077 0 13 0.00000000 IGN 45.85712 -84.66344
## 3289 2016_077 0 13 0.00000000 JHN 42.49869 -82.47186
## 3290 2016_077 0 13 0.00000000 LEX 43.24039 -82.44801
## 3291 2016_077 0 13 0.00000000 LGR 42.85280 -79.57850
## 3292 2016_077 0 13 0.00000000 LKS 42.80973 -78.86965
## 3293 2016_077 0 13 0.00000000 LPL 42.49900 -79.99068
## 3294 2016_077 0 13 0.00000000 LSC 42.46868 -82.72897
## 3295 2016_077 0 13 0.00000000 MCK 45.80401 -84.76414
## 3296 2016_077 0 13 0.00000000 MGE 42.82680 -82.47572
## 3297 2016_077 0 13 0.00000000 MGW 42.82710 -82.48243
## 3298 2016_077 0 13 0.00000000 NSA 42.51040 -79.29858
## 3299 2016_077 0 13 0.00000000 OSC 44.45150 -83.23010
## 3300 2016_077 0 13 0.00000000 PRS 45.33398 -83.45836
## 3301 2016_077 0 13 0.00000000 SBI 44.09034 -83.38077
## 3302 2016_077 0 13 0.00000000 SBO 44.14804 -83.27514
## 3303 2016_077 3 13 0.23076923 SCL 42.61865 -82.62531
## 3304 2016_077 0 13 0.00000000 SCM 42.77434 -82.47131
## 3305 2016_077 0 13 0.00000000 SCU 43.00888 -82.41459
## 3306 2016_077 0 13 0.00000000 SGR 43.61235 -83.86096
## 3307 2016_077 0 13 0.00000000 STE 42.88137 -82.46010
## 3308 2016_077 0 13 0.00000000 STU 42.76981 -79.07225
## 3309 2016_077 0 13 0.00000000 STW 42.88503 -82.47285
## 3310 2016_077 0 13 0.00000000 THB 44.95015 -83.29780
## 3311 2016_077 1 13 0.07692308 WLW 42.64384 -82.50991
## 3312 2016_078 0 10 0.00000000 BBW 45.77582 -84.61310
## 3313 2016_078 0 10 0.00000000 BFR 42.86173 -78.84803
## 3314 2016_078 0 10 0.00000000 BHE 42.87251 -78.91030
## 3315 2016_078 1 10 0.10000000 BIN 42.34490 -82.99053
## 3316 2016_078 0 10 0.00000000 BLE 42.71809 -82.49722
## 3317 2016_078 0 10 0.00000000 BLK 42.99111 -82.44659
## 3318 2016_078 0 10 0.00000000 CHN 42.61033 -82.47659
## 3319 2016_078 1 10 0.10000000 DRF 42.21756 -83.12886
## 3320 2016_078 2 10 0.20000000 DRL 42.08274 -83.11846
## 3321 2016_078 2 10 0.20000000 DRU 42.35483 -82.93436
## 3322 2016_078 0 10 0.00000000 DUN 42.50212 -79.35815
## 3323 2016_078 1 10 0.10000000 FIC 42.23223 -83.10903
## 3324 2016_078 2 10 0.20000000 FWE 42.69823 -82.48843
## 3325 2016_078 0 10 0.00000000 FWW 42.70022 -82.49789
## 3326 2016_078 0 10 0.00000000 GBD 43.33332 -81.78406
## 3327 2016_078 0 10 0.00000000 GRE 42.22389 -83.12938
## 3328 2016_078 0 10 0.00000000 GRO 42.86675 -79.57433
## 3329 2016_078 0 10 0.00000000 GRW 42.21902 -83.13803
## 3330 2016_078 0 10 0.00000000 HBB 43.18202 -82.12013
## 3331 2016_078 0 10 0.00000000 IGN 45.85712 -84.66344
## 3332 2016_078 0 10 0.00000000 JHN 42.49869 -82.47186
## 3333 2016_078 0 10 0.00000000 LEX 43.24039 -82.44801
## 3334 2016_078 0 10 0.00000000 LGR 42.85280 -79.57850
## 3335 2016_078 0 10 0.00000000 LKS 42.80973 -78.86965
## 3336 2016_078 0 10 0.00000000 LPL 42.49900 -79.99068
## 3337 2016_078 1 10 0.10000000 LSC 42.46868 -82.72897
## 3338 2016_078 0 10 0.00000000 MCK 45.80401 -84.76414
## 3339 2016_078 1 10 0.10000000 MGE 42.82680 -82.47572
## 3340 2016_078 2 10 0.20000000 MGW 42.82710 -82.48243
## 3341 2016_078 0 10 0.00000000 NSA 42.51040 -79.29858
## 3342 2016_078 0 10 0.00000000 OSC 44.45150 -83.23010
## 3343 2016_078 0 10 0.00000000 PRS 45.33398 -83.45836
## 3344 2016_078 0 10 0.00000000 SBI 44.09034 -83.38077
## 3345 2016_078 0 10 0.00000000 SBO 44.14804 -83.27514
## 3346 2016_078 1 10 0.10000000 SCL 42.61865 -82.62531
## 3347 2016_078 2 10 0.20000000 SCM 42.77434 -82.47131
## 3348 2016_078 0 10 0.00000000 SCU 43.00888 -82.41459
## 3349 2016_078 0 10 0.00000000 SGR 43.61235 -83.86096
## 3350 2016_078 0 10 0.00000000 STE 42.88137 -82.46010
## 3351 2016_078 0 10 0.00000000 STU 42.76981 -79.07225
## 3352 2016_078 0 10 0.00000000 STW 42.88503 -82.47285
## 3353 2016_078 0 10 0.00000000 THB 44.95015 -83.29780
## 3354 2016_078 1 10 0.10000000 WLW 42.64384 -82.50991
## 3355 2016_079 0 8 0.00000000 BBW 45.77582 -84.61310
## 3356 2016_079 0 8 0.00000000 BFR 42.86173 -78.84803
## 3357 2016_079 0 8 0.00000000 BHE 42.87251 -78.91030
## 3358 2016_079 1 8 0.12500000 BIN 42.34490 -82.99053
## 3359 2016_079 0 8 0.00000000 BLE 42.71809 -82.49722
## 3360 2016_079 0 8 0.00000000 BLK 42.99111 -82.44659
## 3361 2016_079 1 8 0.12500000 CHN 42.61033 -82.47659
## 3362 2016_079 1 8 0.12500000 DRF 42.21756 -83.12886
## 3363 2016_079 1 8 0.12500000 DRL 42.08274 -83.11846
## 3364 2016_079 2 8 0.25000000 DRU 42.35483 -82.93436
## 3365 2016_079 0 8 0.00000000 DUN 42.50212 -79.35815
## 3366 2016_079 1 8 0.12500000 FIC 42.23223 -83.10903
## 3367 2016_079 3 8 0.37500000 FWE 42.69823 -82.48843
## 3368 2016_079 0 8 0.00000000 FWW 42.70022 -82.49789
## 3369 2016_079 0 8 0.00000000 GBD 43.33332 -81.78406
## 3370 2016_079 0 8 0.00000000 GRE 42.22389 -83.12938
## 3371 2016_079 0 8 0.00000000 GRO 42.86675 -79.57433
## 3372 2016_079 0 8 0.00000000 GRW 42.21902 -83.13803
## 3373 2016_079 0 8 0.00000000 HBB 43.18202 -82.12013
## 3374 2016_079 0 8 0.00000000 IGN 45.85712 -84.66344
## 3375 2016_079 0 8 0.00000000 JHN 42.49869 -82.47186
## 3376 2016_079 0 8 0.00000000 LEX 43.24039 -82.44801
## 3377 2016_079 0 8 0.00000000 LGR 42.85280 -79.57850
## 3378 2016_079 0 8 0.00000000 LKS 42.80973 -78.86965
## 3379 2016_079 0 8 0.00000000 LPL 42.49900 -79.99068
## 3380 2016_079 0 8 0.00000000 LSC 42.46868 -82.72897
## 3381 2016_079 0 8 0.00000000 MCK 45.80401 -84.76414
## 3382 2016_079 0 8 0.00000000 MGE 42.82680 -82.47572
## 3383 2016_079 0 8 0.00000000 MGW 42.82710 -82.48243
## 3384 2016_079 0 8 0.00000000 NSA 42.51040 -79.29858
## 3385 2016_079 0 8 0.00000000 OSC 44.45150 -83.23010
## 3386 2016_079 0 8 0.00000000 PRS 45.33398 -83.45836
## 3387 2016_079 0 8 0.00000000 SBI 44.09034 -83.38077
## 3388 2016_079 0 8 0.00000000 SBO 44.14804 -83.27514
## 3389 2016_079 1 8 0.12500000 SCL 42.61865 -82.62531
## 3390 2016_079 0 8 0.00000000 SCM 42.77434 -82.47131
## 3391 2016_079 0 8 0.00000000 SCU 43.00888 -82.41459
## 3392 2016_079 0 8 0.00000000 SGR 43.61235 -83.86096
## 3393 2016_079 0 8 0.00000000 STE 42.88137 -82.46010
## 3394 2016_079 0 8 0.00000000 STU 42.76981 -79.07225
## 3395 2016_079 0 8 0.00000000 STW 42.88503 -82.47285
## 3396 2016_079 0 8 0.00000000 THB 44.95015 -83.29780
## 3397 2016_079 2 8 0.25000000 WLW 42.64384 -82.50991
## 3398 2016_080 0 6 0.00000000 BBW 45.77582 -84.61310
## 3399 2016_080 0 6 0.00000000 BFR 42.86173 -78.84803
## 3400 2016_080 0 6 0.00000000 BHE 42.87251 -78.91030
## 3401 2016_080 0 6 0.00000000 BIN 42.34490 -82.99053
## 3402 2016_080 0 6 0.00000000 BLE 42.71809 -82.49722
## 3403 2016_080 0 6 0.00000000 BLK 42.99111 -82.44659
## 3404 2016_080 0 6 0.00000000 CHN 42.61033 -82.47659
## 3405 2016_080 4 6 0.66666667 DRF 42.21756 -83.12886
## 3406 2016_080 4 6 0.66666667 DRL 42.08274 -83.11846
## 3407 2016_080 2 6 0.33333333 DRU 42.35483 -82.93436
## 3408 2016_080 0 6 0.00000000 DUN 42.50212 -79.35815
## 3409 2016_080 2 6 0.33333333 FIC 42.23223 -83.10903
## 3410 2016_080 0 6 0.00000000 FWE 42.69823 -82.48843
## 3411 2016_080 0 6 0.00000000 FWW 42.70022 -82.49789
## 3412 2016_080 0 6 0.00000000 GBD 43.33332 -81.78406
## 3413 2016_080 2 6 0.33333333 GRE 42.22389 -83.12938
## 3414 2016_080 0 6 0.00000000 GRO 42.86675 -79.57433
## 3415 2016_080 0 6 0.00000000 GRW 42.21902 -83.13803
## 3416 2016_080 0 6 0.00000000 HBB 43.18202 -82.12013
## 3417 2016_080 0 6 0.00000000 IGN 45.85712 -84.66344
## 3418 2016_080 0 6 0.00000000 JHN 42.49869 -82.47186
## 3419 2016_080 0 6 0.00000000 LEX 43.24039 -82.44801
## 3420 2016_080 0 6 0.00000000 LGR 42.85280 -79.57850
## 3421 2016_080 0 6 0.00000000 LKS 42.80973 -78.86965
## 3422 2016_080 0 6 0.00000000 LPL 42.49900 -79.99068
## 3423 2016_080 0 6 0.00000000 LSC 42.46868 -82.72897
## 3424 2016_080 0 6 0.00000000 MCK 45.80401 -84.76414
## 3425 2016_080 0 6 0.00000000 MGE 42.82680 -82.47572
## 3426 2016_080 0 6 0.00000000 MGW 42.82710 -82.48243
## 3427 2016_080 0 6 0.00000000 NSA 42.51040 -79.29858
## 3428 2016_080 0 6 0.00000000 OSC 44.45150 -83.23010
## 3429 2016_080 0 6 0.00000000 PRS 45.33398 -83.45836
## 3430 2016_080 0 6 0.00000000 SBI 44.09034 -83.38077
## 3431 2016_080 0 6 0.00000000 SBO 44.14804 -83.27514
## 3432 2016_080 0 6 0.00000000 SCL 42.61865 -82.62531
## 3433 2016_080 0 6 0.00000000 SCM 42.77434 -82.47131
## 3434 2016_080 0 6 0.00000000 SCU 43.00888 -82.41459
## 3435 2016_080 0 6 0.00000000 SGR 43.61235 -83.86096
## 3436 2016_080 0 6 0.00000000 STE 42.88137 -82.46010
## 3437 2016_080 0 6 0.00000000 STU 42.76981 -79.07225
## 3438 2016_080 0 6 0.00000000 STW 42.88503 -82.47285
## 3439 2016_080 0 6 0.00000000 THB 44.95015 -83.29780
## 3440 2016_080 0 6 0.00000000 WLW 42.64384 -82.50991
## 3441 2016_081 0 8 0.00000000 BBW 45.77582 -84.61310
## 3442 2016_081 0 8 0.00000000 BFR 42.86173 -78.84803
## 3443 2016_081 0 8 0.00000000 BHE 42.87251 -78.91030
## 3444 2016_081 1 8 0.12500000 BIN 42.34490 -82.99053
## 3445 2016_081 0 8 0.00000000 BLE 42.71809 -82.49722
## 3446 2016_081 0 8 0.00000000 BLK 42.99111 -82.44659
## 3447 2016_081 0 8 0.00000000 CHN 42.61033 -82.47659
## 3448 2016_081 1 8 0.12500000 DRF 42.21756 -83.12886
## 3449 2016_081 2 8 0.25000000 DRL 42.08274 -83.11846
## 3450 2016_081 1 8 0.12500000 DRU 42.35483 -82.93436
## 3451 2016_081 0 8 0.00000000 DUN 42.50212 -79.35815
## 3452 2016_081 0 8 0.00000000 FIC 42.23223 -83.10903
## 3453 2016_081 2 8 0.25000000 FWE 42.69823 -82.48843
## 3454 2016_081 0 8 0.00000000 FWW 42.70022 -82.49789
## 3455 2016_081 0 8 0.00000000 GBD 43.33332 -81.78406
## 3456 2016_081 1 8 0.12500000 GRE 42.22389 -83.12938
## 3457 2016_081 0 8 0.00000000 GRO 42.86675 -79.57433
## 3458 2016_081 0 8 0.00000000 GRW 42.21902 -83.13803
## 3459 2016_081 0 8 0.00000000 HBB 43.18202 -82.12013
## 3460 2016_081 0 8 0.00000000 IGN 45.85712 -84.66344
## 3461 2016_081 0 8 0.00000000 JHN 42.49869 -82.47186
## 3462 2016_081 0 8 0.00000000 LEX 43.24039 -82.44801
## 3463 2016_081 0 8 0.00000000 LGR 42.85280 -79.57850
## 3464 2016_081 0 8 0.00000000 LKS 42.80973 -78.86965
## 3465 2016_081 0 8 0.00000000 LPL 42.49900 -79.99068
## 3466 2016_081 0 8 0.00000000 LSC 42.46868 -82.72897
## 3467 2016_081 0 8 0.00000000 MCK 45.80401 -84.76414
## 3468 2016_081 1 8 0.12500000 MGE 42.82680 -82.47572
## 3469 2016_081 1 8 0.12500000 MGW 42.82710 -82.48243
## 3470 2016_081 0 8 0.00000000 NSA 42.51040 -79.29858
## 3471 2016_081 0 8 0.00000000 OSC 44.45150 -83.23010
## 3472 2016_081 0 8 0.00000000 PRS 45.33398 -83.45836
## 3473 2016_081 0 8 0.00000000 SBI 44.09034 -83.38077
## 3474 2016_081 0 8 0.00000000 SBO 44.14804 -83.27514
## 3475 2016_081 2 8 0.25000000 SCL 42.61865 -82.62531
## 3476 2016_081 0 8 0.00000000 SCM 42.77434 -82.47131
## 3477 2016_081 1 8 0.12500000 SCU 43.00888 -82.41459
## 3478 2016_081 0 8 0.00000000 SGR 43.61235 -83.86096
## 3479 2016_081 0 8 0.00000000 STE 42.88137 -82.46010
## 3480 2016_081 0 8 0.00000000 STU 42.76981 -79.07225
## 3481 2016_081 1 8 0.12500000 STW 42.88503 -82.47285
## 3482 2016_081 0 8 0.00000000 THB 44.95015 -83.29780
## 3483 2016_081 1 8 0.12500000 WLW 42.64384 -82.50991
## 3484 2016_082 0 3 0.00000000 BBW 45.77582 -84.61310
## 3485 2016_082 0 3 0.00000000 BFR 42.86173 -78.84803
## 3486 2016_082 0 3 0.00000000 BHE 42.87251 -78.91030
## 3487 2016_082 0 3 0.00000000 BIN 42.34490 -82.99053
## 3488 2016_082 0 3 0.00000000 BLE 42.71809 -82.49722
## 3489 2016_082 0 3 0.00000000 BLK 42.99111 -82.44659
## 3490 2016_082 0 3 0.00000000 CHN 42.61033 -82.47659
## 3491 2016_082 1 3 0.33333333 DRF 42.21756 -83.12886
## 3492 2016_082 1 3 0.33333333 DRL 42.08274 -83.11846
## 3493 2016_082 1 3 0.33333333 DRU 42.35483 -82.93436
## 3494 2016_082 0 3 0.00000000 DUN 42.50212 -79.35815
## 3495 2016_082 0 3 0.00000000 FIC 42.23223 -83.10903
## 3496 2016_082 0 3 0.00000000 FWE 42.69823 -82.48843
## 3497 2016_082 0 3 0.00000000 FWW 42.70022 -82.49789
## 3498 2016_082 0 3 0.00000000 GBD 43.33332 -81.78406
## 3499 2016_082 1 3 0.33333333 GRE 42.22389 -83.12938
## 3500 2016_082 0 3 0.00000000 GRO 42.86675 -79.57433
## 3501 2016_082 0 3 0.00000000 GRW 42.21902 -83.13803
## 3502 2016_082 0 3 0.00000000 HBB 43.18202 -82.12013
## 3503 2016_082 0 3 0.00000000 IGN 45.85712 -84.66344
## 3504 2016_082 0 3 0.00000000 JHN 42.49869 -82.47186
## 3505 2016_082 0 3 0.00000000 LEX 43.24039 -82.44801
## 3506 2016_082 0 3 0.00000000 LGR 42.85280 -79.57850
## 3507 2016_082 0 3 0.00000000 LKS 42.80973 -78.86965
## 3508 2016_082 0 3 0.00000000 LPL 42.49900 -79.99068
## 3509 2016_082 0 3 0.00000000 LSC 42.46868 -82.72897
## 3510 2016_082 0 3 0.00000000 MCK 45.80401 -84.76414
## 3511 2016_082 0 3 0.00000000 MGE 42.82680 -82.47572
## 3512 2016_082 0 3 0.00000000 MGW 42.82710 -82.48243
## 3513 2016_082 0 3 0.00000000 NSA 42.51040 -79.29858
## 3514 2016_082 0 3 0.00000000 OSC 44.45150 -83.23010
## 3515 2016_082 0 3 0.00000000 PRS 45.33398 -83.45836
## 3516 2016_082 0 3 0.00000000 SBI 44.09034 -83.38077
## 3517 2016_082 0 3 0.00000000 SBO 44.14804 -83.27514
## 3518 2016_082 0 3 0.00000000 SCL 42.61865 -82.62531
## 3519 2016_082 0 3 0.00000000 SCM 42.77434 -82.47131
## 3520 2016_082 0 3 0.00000000 SCU 43.00888 -82.41459
## 3521 2016_082 0 3 0.00000000 SGR 43.61235 -83.86096
## 3522 2016_082 0 3 0.00000000 STE 42.88137 -82.46010
## 3523 2016_082 0 3 0.00000000 STU 42.76981 -79.07225
## 3524 2016_082 0 3 0.00000000 STW 42.88503 -82.47285
## 3525 2016_082 0 3 0.00000000 THB 44.95015 -83.29780
## 3526 2016_082 0 3 0.00000000 WLW 42.64384 -82.50991
## 3527 2016_083 0 12 0.00000000 BBW 45.77582 -84.61310
## 3528 2016_083 0 12 0.00000000 BFR 42.86173 -78.84803
## 3529 2016_083 0 12 0.00000000 BHE 42.87251 -78.91030
## 3530 2016_083 1 12 0.08333333 BIN 42.34490 -82.99053
## 3531 2016_083 0 12 0.00000000 BLE 42.71809 -82.49722
## 3532 2016_083 0 12 0.00000000 BLK 42.99111 -82.44659
## 3533 2016_083 0 12 0.00000000 CHN 42.61033 -82.47659
## 3534 2016_083 1 12 0.08333333 DRF 42.21756 -83.12886
## 3535 2016_083 2 12 0.16666667 DRL 42.08274 -83.11846
## 3536 2016_083 1 12 0.08333333 DRU 42.35483 -82.93436
## 3537 2016_083 0 12 0.00000000 DUN 42.50212 -79.35815
## 3538 2016_083 0 12 0.00000000 FIC 42.23223 -83.10903
## 3539 2016_083 1 12 0.08333333 FWE 42.69823 -82.48843
## 3540 2016_083 3 12 0.25000000 FWW 42.70022 -82.49789
## 3541 2016_083 0 12 0.00000000 GBD 43.33332 -81.78406
## 3542 2016_083 1 12 0.08333333 GRE 42.22389 -83.12938
## 3543 2016_083 0 12 0.00000000 GRO 42.86675 -79.57433
## 3544 2016_083 0 12 0.00000000 GRW 42.21902 -83.13803
## 3545 2016_083 0 12 0.00000000 HBB 43.18202 -82.12013
## 3546 2016_083 0 12 0.00000000 IGN 45.85712 -84.66344
## 3547 2016_083 0 12 0.00000000 JHN 42.49869 -82.47186
## 3548 2016_083 0 12 0.00000000 LEX 43.24039 -82.44801
## 3549 2016_083 0 12 0.00000000 LGR 42.85280 -79.57850
## 3550 2016_083 0 12 0.00000000 LKS 42.80973 -78.86965
## 3551 2016_083 0 12 0.00000000 LPL 42.49900 -79.99068
## 3552 2016_083 0 12 0.00000000 LSC 42.46868 -82.72897
## 3553 2016_083 0 12 0.00000000 MCK 45.80401 -84.76414
## 3554 2016_083 0 12 0.00000000 MGE 42.82680 -82.47572
## 3555 2016_083 1 12 0.08333333 MGW 42.82710 -82.48243
## 3556 2016_083 0 12 0.00000000 NSA 42.51040 -79.29858
## 3557 2016_083 0 12 0.00000000 OSC 44.45150 -83.23010
## 3558 2016_083 0 12 0.00000000 PRS 45.33398 -83.45836
## 3559 2016_083 0 12 0.00000000 SBI 44.09034 -83.38077
## 3560 2016_083 0 12 0.00000000 SBO 44.14804 -83.27514
## 3561 2016_083 2 12 0.16666667 SCL 42.61865 -82.62531
## 3562 2016_083 3 12 0.25000000 SCM 42.77434 -82.47131
## 3563 2016_083 0 12 0.00000000 SCU 43.00888 -82.41459
## 3564 2016_083 0 12 0.00000000 SGR 43.61235 -83.86096
## 3565 2016_083 0 12 0.00000000 STE 42.88137 -82.46010
## 3566 2016_083 0 12 0.00000000 STU 42.76981 -79.07225
## 3567 2016_083 1 12 0.08333333 STW 42.88503 -82.47285
## 3568 2016_083 0 12 0.00000000 THB 44.95015 -83.29780
## 3569 2016_083 1 12 0.08333333 WLW 42.64384 -82.50991
## 3570 2016_084 0 16 0.00000000 BBW 45.77582 -84.61310
## 3571 2016_084 0 16 0.00000000 BFR 42.86173 -78.84803
## 3572 2016_084 0 16 0.00000000 BHE 42.87251 -78.91030
## 3573 2016_084 1 16 0.06250000 BIN 42.34490 -82.99053
## 3574 2016_084 0 16 0.00000000 BLE 42.71809 -82.49722
## 3575 2016_084 0 16 0.00000000 BLK 42.99111 -82.44659
## 3576 2016_084 0 16 0.00000000 CHN 42.61033 -82.47659
## 3577 2016_084 1 16 0.06250000 DRF 42.21756 -83.12886
## 3578 2016_084 2 16 0.12500000 DRL 42.08274 -83.11846
## 3579 2016_084 2 16 0.12500000 DRU 42.35483 -82.93436
## 3580 2016_084 0 16 0.00000000 DUN 42.50212 -79.35815
## 3581 2016_084 2 16 0.12500000 FIC 42.23223 -83.10903
## 3582 2016_084 0 16 0.00000000 FWE 42.69823 -82.48843
## 3583 2016_084 1 16 0.06250000 FWW 42.70022 -82.49789
## 3584 2016_084 0 16 0.00000000 GBD 43.33332 -81.78406
## 3585 2016_084 0 16 0.00000000 GRE 42.22389 -83.12938
## 3586 2016_084 0 16 0.00000000 GRO 42.86675 -79.57433
## 3587 2016_084 0 16 0.00000000 GRW 42.21902 -83.13803
## 3588 2016_084 0 16 0.00000000 HBB 43.18202 -82.12013
## 3589 2016_084 0 16 0.00000000 IGN 45.85712 -84.66344
## 3590 2016_084 0 16 0.00000000 JHN 42.49869 -82.47186
## 3591 2016_084 0 16 0.00000000 LEX 43.24039 -82.44801
## 3592 2016_084 0 16 0.00000000 LGR 42.85280 -79.57850
## 3593 2016_084 0 16 0.00000000 LKS 42.80973 -78.86965
## 3594 2016_084 0 16 0.00000000 LPL 42.49900 -79.99068
## 3595 2016_084 3 16 0.18750000 LSC 42.46868 -82.72897
## 3596 2016_084 0 16 0.00000000 MCK 45.80401 -84.76414
## 3597 2016_084 1 16 0.06250000 MGE 42.82680 -82.47572
## 3598 2016_084 3 16 0.18750000 MGW 42.82710 -82.48243
## 3599 2016_084 0 16 0.00000000 NSA 42.51040 -79.29858
## 3600 2016_084 0 16 0.00000000 OSC 44.45150 -83.23010
## 3601 2016_084 0 16 0.00000000 PRS 45.33398 -83.45836
## 3602 2016_084 0 16 0.00000000 SBI 44.09034 -83.38077
## 3603 2016_084 0 16 0.00000000 SBO 44.14804 -83.27514
## 3604 2016_084 2 16 0.12500000 SCL 42.61865 -82.62531
## 3605 2016_084 2 16 0.12500000 SCM 42.77434 -82.47131
## 3606 2016_084 0 16 0.00000000 SCU 43.00888 -82.41459
## 3607 2016_084 0 16 0.00000000 SGR 43.61235 -83.86096
## 3608 2016_084 0 16 0.00000000 STE 42.88137 -82.46010
## 3609 2016_084 0 16 0.00000000 STU 42.76981 -79.07225
## 3610 2016_084 0 16 0.00000000 STW 42.88503 -82.47285
## 3611 2016_084 0 16 0.00000000 THB 44.95015 -83.29780
## 3612 2016_084 1 16 0.06250000 WLW 42.64384 -82.50991
## 3613 2016_085 0 16 0.00000000 BBW 45.77582 -84.61310
## 3614 2016_085 0 16 0.00000000 BFR 42.86173 -78.84803
## 3615 2016_085 0 16 0.00000000 BHE 42.87251 -78.91030
## 3616 2016_085 0 16 0.00000000 BIN 42.34490 -82.99053
## 3617 2016_085 0 16 0.00000000 BLE 42.71809 -82.49722
## 3618 2016_085 0 16 0.00000000 BLK 42.99111 -82.44659
## 3619 2016_085 0 16 0.00000000 CHN 42.61033 -82.47659
## 3620 2016_085 2 16 0.12500000 DRF 42.21756 -83.12886
## 3621 2016_085 3 16 0.18750000 DRL 42.08274 -83.11846
## 3622 2016_085 12 16 0.75000000 DRU 42.35483 -82.93436
## 3623 2016_085 0 16 0.00000000 DUN 42.50212 -79.35815
## 3624 2016_085 0 16 0.00000000 FIC 42.23223 -83.10903
## 3625 2016_085 0 16 0.00000000 FWE 42.69823 -82.48843
## 3626 2016_085 0 16 0.00000000 FWW 42.70022 -82.49789
## 3627 2016_085 0 16 0.00000000 GBD 43.33332 -81.78406
## 3628 2016_085 1 16 0.06250000 GRE 42.22389 -83.12938
## 3629 2016_085 0 16 0.00000000 GRO 42.86675 -79.57433
## 3630 2016_085 0 16 0.00000000 GRW 42.21902 -83.13803
## 3631 2016_085 0 16 0.00000000 HBB 43.18202 -82.12013
## 3632 2016_085 0 16 0.00000000 IGN 45.85712 -84.66344
## 3633 2016_085 0 16 0.00000000 JHN 42.49869 -82.47186
## 3634 2016_085 0 16 0.00000000 LEX 43.24039 -82.44801
## 3635 2016_085 0 16 0.00000000 LGR 42.85280 -79.57850
## 3636 2016_085 0 16 0.00000000 LKS 42.80973 -78.86965
## 3637 2016_085 0 16 0.00000000 LPL 42.49900 -79.99068
## 3638 2016_085 0 16 0.00000000 LSC 42.46868 -82.72897
## 3639 2016_085 0 16 0.00000000 MCK 45.80401 -84.76414
## 3640 2016_085 0 16 0.00000000 MGE 42.82680 -82.47572
## 3641 2016_085 0 16 0.00000000 MGW 42.82710 -82.48243
## 3642 2016_085 0 16 0.00000000 NSA 42.51040 -79.29858
## 3643 2016_085 0 16 0.00000000 OSC 44.45150 -83.23010
## 3644 2016_085 0 16 0.00000000 PRS 45.33398 -83.45836
## 3645 2016_085 0 16 0.00000000 SBI 44.09034 -83.38077
## 3646 2016_085 0 16 0.00000000 SBO 44.14804 -83.27514
## 3647 2016_085 0 16 0.00000000 SCL 42.61865 -82.62531
## 3648 2016_085 0 16 0.00000000 SCM 42.77434 -82.47131
## 3649 2016_085 0 16 0.00000000 SCU 43.00888 -82.41459
## 3650 2016_085 0 16 0.00000000 SGR 43.61235 -83.86096
## 3651 2016_085 0 16 0.00000000 STE 42.88137 -82.46010
## 3652 2016_085 0 16 0.00000000 STU 42.76981 -79.07225
## 3653 2016_085 0 16 0.00000000 STW 42.88503 -82.47285
## 3654 2016_085 0 16 0.00000000 THB 44.95015 -83.29780
## 3655 2016_085 0 16 0.00000000 WLW 42.64384 -82.50991
## 3656 2016_086 0 24 0.00000000 BBW 45.77582 -84.61310
## 3657 2016_086 0 24 0.00000000 BFR 42.86173 -78.84803
## 3658 2016_086 0 24 0.00000000 BHE 42.87251 -78.91030
## 3659 2016_086 2 24 0.08333333 BIN 42.34490 -82.99053
## 3660 2016_086 0 24 0.00000000 BLE 42.71809 -82.49722
## 3661 2016_086 0 24 0.00000000 BLK 42.99111 -82.44659
## 3662 2016_086 0 24 0.00000000 CHN 42.61033 -82.47659
## 3663 2016_086 2 24 0.08333333 DRF 42.21756 -83.12886
## 3664 2016_086 2 24 0.08333333 DRL 42.08274 -83.11846
## 3665 2016_086 1 24 0.04166667 DRU 42.35483 -82.93436
## 3666 2016_086 0 24 0.00000000 DUN 42.50212 -79.35815
## 3667 2016_086 0 24 0.00000000 FIC 42.23223 -83.10903
## 3668 2016_086 0 24 0.00000000 FWE 42.69823 -82.48843
## 3669 2016_086 4 24 0.16666667 FWW 42.70022 -82.49789
## 3670 2016_086 0 24 0.00000000 GBD 43.33332 -81.78406
## 3671 2016_086 1 24 0.04166667 GRE 42.22389 -83.12938
## 3672 2016_086 0 24 0.00000000 GRO 42.86675 -79.57433
## 3673 2016_086 0 24 0.00000000 GRW 42.21902 -83.13803
## 3674 2016_086 0 24 0.00000000 HBB 43.18202 -82.12013
## 3675 2016_086 0 24 0.00000000 IGN 45.85712 -84.66344
## 3676 2016_086 0 24 0.00000000 JHN 42.49869 -82.47186
## 3677 2016_086 0 24 0.00000000 LEX 43.24039 -82.44801
## 3678 2016_086 0 24 0.00000000 LGR 42.85280 -79.57850
## 3679 2016_086 0 24 0.00000000 LKS 42.80973 -78.86965
## 3680 2016_086 0 24 0.00000000 LPL 42.49900 -79.99068
## 3681 2016_086 0 24 0.00000000 LSC 42.46868 -82.72897
## 3682 2016_086 0 24 0.00000000 MCK 45.80401 -84.76414
## 3683 2016_086 0 24 0.00000000 MGE 42.82680 -82.47572
## 3684 2016_086 0 24 0.00000000 MGW 42.82710 -82.48243
## 3685 2016_086 0 24 0.00000000 NSA 42.51040 -79.29858
## 3686 2016_086 0 24 0.00000000 OSC 44.45150 -83.23010
## 3687 2016_086 0 24 0.00000000 PRS 45.33398 -83.45836
## 3688 2016_086 0 24 0.00000000 SBI 44.09034 -83.38077
## 3689 2016_086 0 24 0.00000000 SBO 44.14804 -83.27514
## 3690 2016_086 15 24 0.62500000 SCL 42.61865 -82.62531
## 3691 2016_086 0 24 0.00000000 SCM 42.77434 -82.47131
## 3692 2016_086 0 24 0.00000000 SCU 43.00888 -82.41459
## 3693 2016_086 0 24 0.00000000 SGR 43.61235 -83.86096
## 3694 2016_086 0 24 0.00000000 STE 42.88137 -82.46010
## 3695 2016_086 0 24 0.00000000 STU 42.76981 -79.07225
## 3696 2016_086 0 24 0.00000000 STW 42.88503 -82.47285
## 3697 2016_086 0 24 0.00000000 THB 44.95015 -83.29780
## 3698 2016_086 1 24 0.04166667 WLW 42.64384 -82.50991
## 3699 2016_087 0 14 0.00000000 BBW 45.77582 -84.61310
## 3700 2016_087 0 14 0.00000000 BFR 42.86173 -78.84803
## 3701 2016_087 0 14 0.00000000 BHE 42.87251 -78.91030
## 3702 2016_087 0 14 0.00000000 BIN 42.34490 -82.99053
## 3703 2016_087 0 14 0.00000000 BLE 42.71809 -82.49722
## 3704 2016_087 0 14 0.00000000 BLK 42.99111 -82.44659
## 3705 2016_087 0 14 0.00000000 CHN 42.61033 -82.47659
## 3706 2016_087 1 14 0.07142857 DRF 42.21756 -83.12886
## 3707 2016_087 2 14 0.14285714 DRL 42.08274 -83.11846
## 3708 2016_087 1 14 0.07142857 DRU 42.35483 -82.93436
## 3709 2016_087 0 14 0.00000000 DUN 42.50212 -79.35815
## 3710 2016_087 0 14 0.00000000 FIC 42.23223 -83.10903
## 3711 2016_087 2 14 0.14285714 FWE 42.69823 -82.48843
## 3712 2016_087 0 14 0.00000000 FWW 42.70022 -82.49789
## 3713 2016_087 0 14 0.00000000 GBD 43.33332 -81.78406
## 3714 2016_087 1 14 0.07142857 GRE 42.22389 -83.12938
## 3715 2016_087 0 14 0.00000000 GRO 42.86675 -79.57433
## 3716 2016_087 0 14 0.00000000 GRW 42.21902 -83.13803
## 3717 2016_087 0 14 0.00000000 HBB 43.18202 -82.12013
## 3718 2016_087 0 14 0.00000000 IGN 45.85712 -84.66344
## 3719 2016_087 0 14 0.00000000 JHN 42.49869 -82.47186
## 3720 2016_087 0 14 0.00000000 LEX 43.24039 -82.44801
## 3721 2016_087 0 14 0.00000000 LGR 42.85280 -79.57850
## 3722 2016_087 0 14 0.00000000 LKS 42.80973 -78.86965
## 3723 2016_087 0 14 0.00000000 LPL 42.49900 -79.99068
## 3724 2016_087 0 14 0.00000000 LSC 42.46868 -82.72897
## 3725 2016_087 0 14 0.00000000 MCK 45.80401 -84.76414
## 3726 2016_087 1 14 0.07142857 MGE 42.82680 -82.47572
## 3727 2016_087 1 14 0.07142857 MGW 42.82710 -82.48243
## 3728 2016_087 0 14 0.00000000 NSA 42.51040 -79.29858
## 3729 2016_087 0 14 0.00000000 OSC 44.45150 -83.23010
## 3730 2016_087 0 14 0.00000000 PRS 45.33398 -83.45836
## 3731 2016_087 3 14 0.21428571 SBI 44.09034 -83.38077
## 3732 2016_087 5 14 0.35714286 SBO 44.14804 -83.27514
## 3733 2016_087 1 14 0.07142857 SCL 42.61865 -82.62531
## 3734 2016_087 0 14 0.00000000 SCM 42.77434 -82.47131
## 3735 2016_087 1 14 0.07142857 SCU 43.00888 -82.41459
## 3736 2016_087 0 14 0.00000000 SGR 43.61235 -83.86096
## 3737 2016_087 0 14 0.00000000 STE 42.88137 -82.46010
## 3738 2016_087 0 14 0.00000000 STU 42.76981 -79.07225
## 3739 2016_087 0 14 0.00000000 STW 42.88503 -82.47285
## 3740 2016_087 0 14 0.00000000 THB 44.95015 -83.29780
## 3741 2016_087 1 14 0.07142857 WLW 42.64384 -82.50991
## 3742 2016_088 0 12 0.00000000 BBW 45.77582 -84.61310
## 3743 2016_088 0 12 0.00000000 BFR 42.86173 -78.84803
## 3744 2016_088 0 12 0.00000000 BHE 42.87251 -78.91030
## 3745 2016_088 1 12 0.08333333 BIN 42.34490 -82.99053
## 3746 2016_088 0 12 0.00000000 BLE 42.71809 -82.49722
## 3747 2016_088 0 12 0.00000000 BLK 42.99111 -82.44659
## 3748 2016_088 0 12 0.00000000 CHN 42.61033 -82.47659
## 3749 2016_088 1 12 0.08333333 DRF 42.21756 -83.12886
## 3750 2016_088 2 12 0.16666667 DRL 42.08274 -83.11846
## 3751 2016_088 1 12 0.08333333 DRU 42.35483 -82.93436
## 3752 2016_088 0 12 0.00000000 DUN 42.50212 -79.35815
## 3753 2016_088 0 12 0.00000000 FIC 42.23223 -83.10903
## 3754 2016_088 2 12 0.16666667 FWE 42.69823 -82.48843
## 3755 2016_088 2 12 0.16666667 FWW 42.70022 -82.49789
## 3756 2016_088 0 12 0.00000000 GBD 43.33332 -81.78406
## 3757 2016_088 1 12 0.08333333 GRE 42.22389 -83.12938
## 3758 2016_088 0 12 0.00000000 GRO 42.86675 -79.57433
## 3759 2016_088 0 12 0.00000000 GRW 42.21902 -83.13803
## 3760 2016_088 0 12 0.00000000 HBB 43.18202 -82.12013
## 3761 2016_088 0 12 0.00000000 IGN 45.85712 -84.66344
## 3762 2016_088 0 12 0.00000000 JHN 42.49869 -82.47186
## 3763 2016_088 0 12 0.00000000 LEX 43.24039 -82.44801
## 3764 2016_088 0 12 0.00000000 LGR 42.85280 -79.57850
## 3765 2016_088 0 12 0.00000000 LKS 42.80973 -78.86965
## 3766 2016_088 0 12 0.00000000 LPL 42.49900 -79.99068
## 3767 2016_088 0 12 0.00000000 LSC 42.46868 -82.72897
## 3768 2016_088 0 12 0.00000000 MCK 45.80401 -84.76414
## 3769 2016_088 2 12 0.16666667 MGE 42.82680 -82.47572
## 3770 2016_088 0 12 0.00000000 MGW 42.82710 -82.48243
## 3771 2016_088 0 12 0.00000000 NSA 42.51040 -79.29858
## 3772 2016_088 0 12 0.00000000 OSC 44.45150 -83.23010
## 3773 2016_088 0 12 0.00000000 PRS 45.33398 -83.45836
## 3774 2016_088 0 12 0.00000000 SBI 44.09034 -83.38077
## 3775 2016_088 0 12 0.00000000 SBO 44.14804 -83.27514
## 3776 2016_088 1 12 0.08333333 SCL 42.61865 -82.62531
## 3777 2016_088 1 12 0.08333333 SCM 42.77434 -82.47131
## 3778 2016_088 0 12 0.00000000 SCU 43.00888 -82.41459
## 3779 2016_088 0 12 0.00000000 SGR 43.61235 -83.86096
## 3780 2016_088 1 12 0.08333333 STE 42.88137 -82.46010
## 3781 2016_088 0 12 0.00000000 STU 42.76981 -79.07225
## 3782 2016_088 1 12 0.08333333 STW 42.88503 -82.47285
## 3783 2016_088 0 12 0.00000000 THB 44.95015 -83.29780
## 3784 2016_088 2 12 0.16666667 WLW 42.64384 -82.50991
## 3785 2016_089 0 14 0.00000000 BBW 45.77582 -84.61310
## 3786 2016_089 0 14 0.00000000 BFR 42.86173 -78.84803
## 3787 2016_089 0 14 0.00000000 BHE 42.87251 -78.91030
## 3788 2016_089 1 14 0.07142857 BIN 42.34490 -82.99053
## 3789 2016_089 0 14 0.00000000 BLE 42.71809 -82.49722
## 3790 2016_089 0 14 0.00000000 BLK 42.99111 -82.44659
## 3791 2016_089 0 14 0.00000000 CHN 42.61033 -82.47659
## 3792 2016_089 1 14 0.07142857 DRF 42.21756 -83.12886
## 3793 2016_089 4 14 0.28571429 DRL 42.08274 -83.11846
## 3794 2016_089 1 14 0.07142857 DRU 42.35483 -82.93436
## 3795 2016_089 0 14 0.00000000 DUN 42.50212 -79.35815
## 3796 2016_089 0 14 0.00000000 FIC 42.23223 -83.10903
## 3797 2016_089 0 14 0.00000000 FWE 42.69823 -82.48843
## 3798 2016_089 0 14 0.00000000 FWW 42.70022 -82.49789
## 3799 2016_089 0 14 0.00000000 GBD 43.33332 -81.78406
## 3800 2016_089 1 14 0.07142857 GRE 42.22389 -83.12938
## 3801 2016_089 0 14 0.00000000 GRO 42.86675 -79.57433
## 3802 2016_089 0 14 0.00000000 GRW 42.21902 -83.13803
## 3803 2016_089 0 14 0.00000000 HBB 43.18202 -82.12013
## 3804 2016_089 0 14 0.00000000 IGN 45.85712 -84.66344
## 3805 2016_089 0 14 0.00000000 JHN 42.49869 -82.47186
## 3806 2016_089 0 14 0.00000000 LEX 43.24039 -82.44801
## 3807 2016_089 0 14 0.00000000 LGR 42.85280 -79.57850
## 3808 2016_089 0 14 0.00000000 LKS 42.80973 -78.86965
## 3809 2016_089 0 14 0.00000000 LPL 42.49900 -79.99068
## 3810 2016_089 0 14 0.00000000 LSC 42.46868 -82.72897
## 3811 2016_089 0 14 0.00000000 MCK 45.80401 -84.76414
## 3812 2016_089 0 14 0.00000000 MGE 42.82680 -82.47572
## 3813 2016_089 0 14 0.00000000 MGW 42.82710 -82.48243
## 3814 2016_089 0 14 0.00000000 NSA 42.51040 -79.29858
## 3815 2016_089 0 14 0.00000000 OSC 44.45150 -83.23010
## 3816 2016_089 0 14 0.00000000 PRS 45.33398 -83.45836
## 3817 2016_089 0 14 0.00000000 SBI 44.09034 -83.38077
## 3818 2016_089 0 14 0.00000000 SBO 44.14804 -83.27514
## 3819 2016_089 8 14 0.57142857 SCL 42.61865 -82.62531
## 3820 2016_089 0 14 0.00000000 SCM 42.77434 -82.47131
## 3821 2016_089 0 14 0.00000000 SCU 43.00888 -82.41459
## 3822 2016_089 0 14 0.00000000 SGR 43.61235 -83.86096
## 3823 2016_089 0 14 0.00000000 STE 42.88137 -82.46010
## 3824 2016_089 0 14 0.00000000 STU 42.76981 -79.07225
## 3825 2016_089 0 14 0.00000000 STW 42.88503 -82.47285
## 3826 2016_089 0 14 0.00000000 THB 44.95015 -83.29780
## 3827 2016_089 0 14 0.00000000 WLW 42.64384 -82.50991
## 3828 2016_090 0 11 0.00000000 BBW 45.77582 -84.61310
## 3829 2016_090 0 11 0.00000000 BFR 42.86173 -78.84803
## 3830 2016_090 0 11 0.00000000 BHE 42.87251 -78.91030
## 3831 2016_090 0 11 0.00000000 BIN 42.34490 -82.99053
## 3832 2016_090 0 11 0.00000000 BLE 42.71809 -82.49722
## 3833 2016_090 0 11 0.00000000 BLK 42.99111 -82.44659
## 3834 2016_090 0 11 0.00000000 CHN 42.61033 -82.47659
## 3835 2016_090 1 11 0.09090909 DRF 42.21756 -83.12886
## 3836 2016_090 3 11 0.27272727 DRL 42.08274 -83.11846
## 3837 2016_090 2 11 0.18181818 DRU 42.35483 -82.93436
## 3838 2016_090 0 11 0.00000000 DUN 42.50212 -79.35815
## 3839 2016_090 1 11 0.09090909 FIC 42.23223 -83.10903
## 3840 2016_090 1 11 0.09090909 FWE 42.69823 -82.48843
## 3841 2016_090 0 11 0.00000000 FWW 42.70022 -82.49789
## 3842 2016_090 0 11 0.00000000 GBD 43.33332 -81.78406
## 3843 2016_090 0 11 0.00000000 GRE 42.22389 -83.12938
## 3844 2016_090 0 11 0.00000000 GRO 42.86675 -79.57433
## 3845 2016_090 0 11 0.00000000 GRW 42.21902 -83.13803
## 3846 2016_090 0 11 0.00000000 HBB 43.18202 -82.12013
## 3847 2016_090 0 11 0.00000000 IGN 45.85712 -84.66344
## 3848 2016_090 0 11 0.00000000 JHN 42.49869 -82.47186
## 3849 2016_090 0 11 0.00000000 LEX 43.24039 -82.44801
## 3850 2016_090 0 11 0.00000000 LGR 42.85280 -79.57850
## 3851 2016_090 0 11 0.00000000 LKS 42.80973 -78.86965
## 3852 2016_090 0 11 0.00000000 LPL 42.49900 -79.99068
## 3853 2016_090 2 11 0.18181818 LSC 42.46868 -82.72897
## 3854 2016_090 0 11 0.00000000 MCK 45.80401 -84.76414
## 3855 2016_090 1 11 0.09090909 MGE 42.82680 -82.47572
## 3856 2016_090 0 11 0.00000000 MGW 42.82710 -82.48243
## 3857 2016_090 0 11 0.00000000 NSA 42.51040 -79.29858
## 3858 2016_090 0 11 0.00000000 OSC 44.45150 -83.23010
## 3859 2016_090 0 11 0.00000000 PRS 45.33398 -83.45836
## 3860 2016_090 0 11 0.00000000 SBI 44.09034 -83.38077
## 3861 2016_090 1 11 0.09090909 SBO 44.14804 -83.27514
## 3862 2016_090 1 11 0.09090909 SCL 42.61865 -82.62531
## 3863 2016_090 2 11 0.18181818 SCM 42.77434 -82.47131
## 3864 2016_090 1 11 0.09090909 SCU 43.00888 -82.41459
## 3865 2016_090 0 11 0.00000000 SGR 43.61235 -83.86096
## 3866 2016_090 1 11 0.09090909 STE 42.88137 -82.46010
## 3867 2016_090 0 11 0.00000000 STU 42.76981 -79.07225
## 3868 2016_090 0 11 0.00000000 STW 42.88503 -82.47285
## 3869 2016_090 0 11 0.00000000 THB 44.95015 -83.29780
## 3870 2016_090 0 11 0.00000000 WLW 42.64384 -82.50991
## 3871 2016_091 0 25 0.00000000 BBW 45.77582 -84.61310
## 3872 2016_091 0 25 0.00000000 BFR 42.86173 -78.84803
## 3873 2016_091 0 25 0.00000000 BHE 42.87251 -78.91030
## 3874 2016_091 1 25 0.04000000 BIN 42.34490 -82.99053
## 3875 2016_091 0 25 0.00000000 BLE 42.71809 -82.49722
## 3876 2016_091 0 25 0.00000000 BLK 42.99111 -82.44659
## 3877 2016_091 1 25 0.04000000 CHN 42.61033 -82.47659
## 3878 2016_091 1 25 0.04000000 DRF 42.21756 -83.12886
## 3879 2016_091 3 25 0.12000000 DRL 42.08274 -83.11846
## 3880 2016_091 1 25 0.04000000 DRU 42.35483 -82.93436
## 3881 2016_091 0 25 0.00000000 DUN 42.50212 -79.35815
## 3882 2016_091 0 25 0.00000000 FIC 42.23223 -83.10903
## 3883 2016_091 17 25 0.68000000 FWE 42.69823 -82.48843
## 3884 2016_091 1 25 0.04000000 FWW 42.70022 -82.49789
## 3885 2016_091 0 25 0.00000000 GBD 43.33332 -81.78406
## 3886 2016_091 0 25 0.00000000 GRE 42.22389 -83.12938
## 3887 2016_091 0 25 0.00000000 GRO 42.86675 -79.57433
## 3888 2016_091 1 25 0.04000000 GRW 42.21902 -83.13803
## 3889 2016_091 0 25 0.00000000 HBB 43.18202 -82.12013
## 3890 2016_091 0 25 0.00000000 IGN 45.85712 -84.66344
## 3891 2016_091 1 25 0.04000000 JHN 42.49869 -82.47186
## 3892 2016_091 0 25 0.00000000 LEX 43.24039 -82.44801
## 3893 2016_091 0 25 0.00000000 LGR 42.85280 -79.57850
## 3894 2016_091 0 25 0.00000000 LKS 42.80973 -78.86965
## 3895 2016_091 0 25 0.00000000 LPL 42.49900 -79.99068
## 3896 2016_091 0 25 0.00000000 LSC 42.46868 -82.72897
## 3897 2016_091 0 25 0.00000000 MCK 45.80401 -84.76414
## 3898 2016_091 0 25 0.00000000 MGE 42.82680 -82.47572
## 3899 2016_091 0 25 0.00000000 MGW 42.82710 -82.48243
## 3900 2016_091 0 25 0.00000000 NSA 42.51040 -79.29858
## 3901 2016_091 0 25 0.00000000 OSC 44.45150 -83.23010
## 3902 2016_091 0 25 0.00000000 PRS 45.33398 -83.45836
## 3903 2016_091 0 25 0.00000000 SBI 44.09034 -83.38077
## 3904 2016_091 0 25 0.00000000 SBO 44.14804 -83.27514
## 3905 2016_091 2 25 0.08000000 SCL 42.61865 -82.62531
## 3906 2016_091 0 25 0.00000000 SCM 42.77434 -82.47131
## 3907 2016_091 0 25 0.00000000 SCU 43.00888 -82.41459
## 3908 2016_091 0 25 0.00000000 SGR 43.61235 -83.86096
## 3909 2016_091 0 25 0.00000000 STE 42.88137 -82.46010
## 3910 2016_091 0 25 0.00000000 STU 42.76981 -79.07225
## 3911 2016_091 0 25 0.00000000 STW 42.88503 -82.47285
## 3912 2016_091 0 25 0.00000000 THB 44.95015 -83.29780
## 3913 2016_091 2 25 0.08000000 WLW 42.64384 -82.50991
## 3914 2016_092 0 8 0.00000000 BBW 45.77582 -84.61310
## 3915 2016_092 0 8 0.00000000 BFR 42.86173 -78.84803
## 3916 2016_092 0 8 0.00000000 BHE 42.87251 -78.91030
## 3917 2016_092 1 8 0.12500000 BIN 42.34490 -82.99053
## 3918 2016_092 0 8 0.00000000 BLE 42.71809 -82.49722
## 3919 2016_092 0 8 0.00000000 BLK 42.99111 -82.44659
## 3920 2016_092 0 8 0.00000000 CHN 42.61033 -82.47659
## 3921 2016_092 1 8 0.12500000 DRF 42.21756 -83.12886
## 3922 2016_092 1 8 0.12500000 DRL 42.08274 -83.11846
## 3923 2016_092 1 8 0.12500000 DRU 42.35483 -82.93436
## 3924 2016_092 0 8 0.00000000 DUN 42.50212 -79.35815
## 3925 2016_092 1 8 0.12500000 FIC 42.23223 -83.10903
## 3926 2016_092 0 8 0.00000000 FWE 42.69823 -82.48843
## 3927 2016_092 1 8 0.12500000 FWW 42.70022 -82.49789
## 3928 2016_092 0 8 0.00000000 GBD 43.33332 -81.78406
## 3929 2016_092 0 8 0.00000000 GRE 42.22389 -83.12938
## 3930 2016_092 0 8 0.00000000 GRO 42.86675 -79.57433
## 3931 2016_092 0 8 0.00000000 GRW 42.21902 -83.13803
## 3932 2016_092 0 8 0.00000000 HBB 43.18202 -82.12013
## 3933 2016_092 0 8 0.00000000 IGN 45.85712 -84.66344
## 3934 2016_092 0 8 0.00000000 JHN 42.49869 -82.47186
## 3935 2016_092 0 8 0.00000000 LEX 43.24039 -82.44801
## 3936 2016_092 0 8 0.00000000 LGR 42.85280 -79.57850
## 3937 2016_092 0 8 0.00000000 LKS 42.80973 -78.86965
## 3938 2016_092 0 8 0.00000000 LPL 42.49900 -79.99068
## 3939 2016_092 0 8 0.00000000 LSC 42.46868 -82.72897
## 3940 2016_092 0 8 0.00000000 MCK 45.80401 -84.76414
## 3941 2016_092 1 8 0.12500000 MGE 42.82680 -82.47572
## 3942 2016_092 0 8 0.00000000 MGW 42.82710 -82.48243
## 3943 2016_092 0 8 0.00000000 NSA 42.51040 -79.29858
## 3944 2016_092 0 8 0.00000000 OSC 44.45150 -83.23010
## 3945 2016_092 0 8 0.00000000 PRS 45.33398 -83.45836
## 3946 2016_092 1 8 0.12500000 SBI 44.09034 -83.38077
## 3947 2016_092 2 8 0.25000000 SBO 44.14804 -83.27514
## 3948 2016_092 1 8 0.12500000 SCL 42.61865 -82.62531
## 3949 2016_092 1 8 0.12500000 SCM 42.77434 -82.47131
## 3950 2016_092 1 8 0.12500000 SCU 43.00888 -82.41459
## 3951 2016_092 0 8 0.00000000 SGR 43.61235 -83.86096
## 3952 2016_092 0 8 0.00000000 STE 42.88137 -82.46010
## 3953 2016_092 0 8 0.00000000 STU 42.76981 -79.07225
## 3954 2016_092 1 8 0.12500000 STW 42.88503 -82.47285
## 3955 2016_092 0 8 0.00000000 THB 44.95015 -83.29780
## 3956 2016_092 1 8 0.12500000 WLW 42.64384 -82.50991
## 3957 2016_093 0 14 0.00000000 BBW 45.77582 -84.61310
## 3958 2016_093 0 14 0.00000000 BFR 42.86173 -78.84803
## 3959 2016_093 0 14 0.00000000 BHE 42.87251 -78.91030
## 3960 2016_093 1 14 0.07142857 BIN 42.34490 -82.99053
## 3961 2016_093 0 14 0.00000000 BLE 42.71809 -82.49722
## 3962 2016_093 0 14 0.00000000 BLK 42.99111 -82.44659
## 3963 2016_093 0 14 0.00000000 CHN 42.61033 -82.47659
## 3964 2016_093 1 14 0.07142857 DRF 42.21756 -83.12886
## 3965 2016_093 2 14 0.14285714 DRL 42.08274 -83.11846
## 3966 2016_093 5 14 0.35714286 DRU 42.35483 -82.93436
## 3967 2016_093 0 14 0.00000000 DUN 42.50212 -79.35815
## 3968 2016_093 1 14 0.07142857 FIC 42.23223 -83.10903
## 3969 2016_093 2 14 0.14285714 FWE 42.69823 -82.48843
## 3970 2016_093 1 14 0.07142857 FWW 42.70022 -82.49789
## 3971 2016_093 0 14 0.00000000 GBD 43.33332 -81.78406
## 3972 2016_093 0 14 0.00000000 GRE 42.22389 -83.12938
## 3973 2016_093 0 14 0.00000000 GRO 42.86675 -79.57433
## 3974 2016_093 0 14 0.00000000 GRW 42.21902 -83.13803
## 3975 2016_093 0 14 0.00000000 HBB 43.18202 -82.12013
## 3976 2016_093 0 14 0.00000000 IGN 45.85712 -84.66344
## 3977 2016_093 0 14 0.00000000 JHN 42.49869 -82.47186
## 3978 2016_093 0 14 0.00000000 LEX 43.24039 -82.44801
## 3979 2016_093 0 14 0.00000000 LGR 42.85280 -79.57850
## 3980 2016_093 0 14 0.00000000 LKS 42.80973 -78.86965
## 3981 2016_093 0 14 0.00000000 LPL 42.49900 -79.99068
## 3982 2016_093 0 14 0.00000000 LSC 42.46868 -82.72897
## 3983 2016_093 0 14 0.00000000 MCK 45.80401 -84.76414
## 3984 2016_093 0 14 0.00000000 MGE 42.82680 -82.47572
## 3985 2016_093 0 14 0.00000000 MGW 42.82710 -82.48243
## 3986 2016_093 0 14 0.00000000 NSA 42.51040 -79.29858
## 3987 2016_093 0 14 0.00000000 OSC 44.45150 -83.23010
## 3988 2016_093 0 14 0.00000000 PRS 45.33398 -83.45836
## 3989 2016_093 0 14 0.00000000 SBI 44.09034 -83.38077
## 3990 2016_093 0 14 0.00000000 SBO 44.14804 -83.27514
## 3991 2016_093 2 14 0.14285714 SCL 42.61865 -82.62531
## 3992 2016_093 3 14 0.21428571 SCM 42.77434 -82.47131
## 3993 2016_093 0 14 0.00000000 SCU 43.00888 -82.41459
## 3994 2016_093 0 14 0.00000000 SGR 43.61235 -83.86096
## 3995 2016_093 0 14 0.00000000 STE 42.88137 -82.46010
## 3996 2016_093 0 14 0.00000000 STU 42.76981 -79.07225
## 3997 2016_093 0 14 0.00000000 STW 42.88503 -82.47285
## 3998 2016_093 0 14 0.00000000 THB 44.95015 -83.29780
## 3999 2016_093 1 14 0.07142857 WLW 42.64384 -82.50991
## 4000 2016_094 0 8 0.00000000 BBW 45.77582 -84.61310
## 4001 2016_094 0 8 0.00000000 BFR 42.86173 -78.84803
## 4002 2016_094 0 8 0.00000000 BHE 42.87251 -78.91030
## 4003 2016_094 0 8 0.00000000 BIN 42.34490 -82.99053
## 4004 2016_094 0 8 0.00000000 BLE 42.71809 -82.49722
## 4005 2016_094 0 8 0.00000000 BLK 42.99111 -82.44659
## 4006 2016_094 0 8 0.00000000 CHN 42.61033 -82.47659
## 4007 2016_094 1 8 0.12500000 DRF 42.21756 -83.12886
## 4008 2016_094 2 8 0.25000000 DRL 42.08274 -83.11846
## 4009 2016_094 1 8 0.12500000 DRU 42.35483 -82.93436
## 4010 2016_094 0 8 0.00000000 DUN 42.50212 -79.35815
## 4011 2016_094 0 8 0.00000000 FIC 42.23223 -83.10903
## 4012 2016_094 0 8 0.00000000 FWE 42.69823 -82.48843
## 4013 2016_094 1 8 0.12500000 FWW 42.70022 -82.49789
## 4014 2016_094 0 8 0.00000000 GBD 43.33332 -81.78406
## 4015 2016_094 1 8 0.12500000 GRE 42.22389 -83.12938
## 4016 2016_094 0 8 0.00000000 GRO 42.86675 -79.57433
## 4017 2016_094 0 8 0.00000000 GRW 42.21902 -83.13803
## 4018 2016_094 0 8 0.00000000 HBB 43.18202 -82.12013
## 4019 2016_094 0 8 0.00000000 IGN 45.85712 -84.66344
## 4020 2016_094 0 8 0.00000000 JHN 42.49869 -82.47186
## 4021 2016_094 0 8 0.00000000 LEX 43.24039 -82.44801
## 4022 2016_094 0 8 0.00000000 LGR 42.85280 -79.57850
## 4023 2016_094 0 8 0.00000000 LKS 42.80973 -78.86965
## 4024 2016_094 0 8 0.00000000 LPL 42.49900 -79.99068
## 4025 2016_094 1 8 0.12500000 LSC 42.46868 -82.72897
## 4026 2016_094 0 8 0.00000000 MCK 45.80401 -84.76414
## 4027 2016_094 0 8 0.00000000 MGE 42.82680 -82.47572
## 4028 2016_094 1 8 0.12500000 MGW 42.82710 -82.48243
## 4029 2016_094 0 8 0.00000000 NSA 42.51040 -79.29858
## 4030 2016_094 0 8 0.00000000 OSC 44.45150 -83.23010
## 4031 2016_094 0 8 0.00000000 PRS 45.33398 -83.45836
## 4032 2016_094 0 8 0.00000000 SBI 44.09034 -83.38077
## 4033 2016_094 0 8 0.00000000 SBO 44.14804 -83.27514
## 4034 2016_094 1 8 0.12500000 SCL 42.61865 -82.62531
## 4035 2016_094 1 8 0.12500000 SCM 42.77434 -82.47131
## 4036 2016_094 2 8 0.25000000 SCU 43.00888 -82.41459
## 4037 2016_094 0 8 0.00000000 SGR 43.61235 -83.86096
## 4038 2016_094 0 8 0.00000000 STE 42.88137 -82.46010
## 4039 2016_094 0 8 0.00000000 STU 42.76981 -79.07225
## 4040 2016_094 1 8 0.12500000 STW 42.88503 -82.47285
## 4041 2016_094 0 8 0.00000000 THB 44.95015 -83.29780
## 4042 2016_094 0 8 0.00000000 WLW 42.64384 -82.50991
## 4043 2016_095 0 10 0.00000000 BBW 45.77582 -84.61310
## 4044 2016_095 0 10 0.00000000 BFR 42.86173 -78.84803
## 4045 2016_095 3 10 0.30000000 BHE 42.87251 -78.91030
## 4046 2016_095 0 10 0.00000000 BIN 42.34490 -82.99053
## 4047 2016_095 0 10 0.00000000 BLE 42.71809 -82.49722
## 4048 2016_095 0 10 0.00000000 BLK 42.99111 -82.44659
## 4049 2016_095 0 10 0.00000000 CHN 42.61033 -82.47659
## 4050 2016_095 0 10 0.00000000 DRF 42.21756 -83.12886
## 4051 2016_095 2 10 0.20000000 DRL 42.08274 -83.11846
## 4052 2016_095 0 10 0.00000000 DRU 42.35483 -82.93436
## 4053 2016_095 1 10 0.10000000 DUN 42.50212 -79.35815
## 4054 2016_095 0 10 0.00000000 FIC 42.23223 -83.10903
## 4055 2016_095 0 10 0.00000000 FWE 42.69823 -82.48843
## 4056 2016_095 0 10 0.00000000 FWW 42.70022 -82.49789
## 4057 2016_095 0 10 0.00000000 GBD 43.33332 -81.78406
## 4058 2016_095 0 10 0.00000000 GRE 42.22389 -83.12938
## 4059 2016_095 0 10 0.00000000 GRO 42.86675 -79.57433
## 4060 2016_095 0 10 0.00000000 GRW 42.21902 -83.13803
## 4061 2016_095 0 10 0.00000000 HBB 43.18202 -82.12013
## 4062 2016_095 0 10 0.00000000 IGN 45.85712 -84.66344
## 4063 2016_095 0 10 0.00000000 JHN 42.49869 -82.47186
## 4064 2016_095 0 10 0.00000000 LEX 43.24039 -82.44801
## 4065 2016_095 1 10 0.10000000 LGR 42.85280 -79.57850
## 4066 2016_095 1 10 0.10000000 LKS 42.80973 -78.86965
## 4067 2016_095 0 10 0.00000000 LPL 42.49900 -79.99068
## 4068 2016_095 0 10 0.00000000 LSC 42.46868 -82.72897
## 4069 2016_095 0 10 0.00000000 MCK 45.80401 -84.76414
## 4070 2016_095 0 10 0.00000000 MGE 42.82680 -82.47572
## 4071 2016_095 0 10 0.00000000 MGW 42.82710 -82.48243
## 4072 2016_095 1 10 0.10000000 NSA 42.51040 -79.29858
## 4073 2016_095 0 10 0.00000000 OSC 44.45150 -83.23010
## 4074 2016_095 0 10 0.00000000 PRS 45.33398 -83.45836
## 4075 2016_095 0 10 0.00000000 SBI 44.09034 -83.38077
## 4076 2016_095 0 10 0.00000000 SBO 44.14804 -83.27514
## 4077 2016_095 0 10 0.00000000 SCL 42.61865 -82.62531
## 4078 2016_095 0 10 0.00000000 SCM 42.77434 -82.47131
## 4079 2016_095 0 10 0.00000000 SCU 43.00888 -82.41459
## 4080 2016_095 0 10 0.00000000 SGR 43.61235 -83.86096
## 4081 2016_095 0 10 0.00000000 STE 42.88137 -82.46010
## 4082 2016_095 2 10 0.20000000 STU 42.76981 -79.07225
## 4083 2016_095 0 10 0.00000000 STW 42.88503 -82.47285
## 4084 2016_095 0 10 0.00000000 THB 44.95015 -83.29780
## 4085 2016_095 0 10 0.00000000 WLW 42.64384 -82.50991
## 4086 2016_096 0 4 0.00000000 BBW 45.77582 -84.61310
## 4087 2016_096 0 4 0.00000000 BFR 42.86173 -78.84803
## 4088 2016_096 0 4 0.00000000 BHE 42.87251 -78.91030
## 4089 2016_096 0 4 0.00000000 BIN 42.34490 -82.99053
## 4090 2016_096 0 4 0.00000000 BLE 42.71809 -82.49722
## 4091 2016_096 0 4 0.00000000 BLK 42.99111 -82.44659
## 4092 2016_096 0 4 0.00000000 CHN 42.61033 -82.47659
## 4093 2016_096 1 4 0.25000000 DRF 42.21756 -83.12886
## 4094 2016_096 2 4 0.50000000 DRL 42.08274 -83.11846
## 4095 2016_096 2 4 0.50000000 DRU 42.35483 -82.93436
## 4096 2016_096 0 4 0.00000000 DUN 42.50212 -79.35815
## 4097 2016_096 0 4 0.00000000 FIC 42.23223 -83.10903
## 4098 2016_096 0 4 0.00000000 FWE 42.69823 -82.48843
## 4099 2016_096 0 4 0.00000000 FWW 42.70022 -82.49789
## 4100 2016_096 0 4 0.00000000 GBD 43.33332 -81.78406
## 4101 2016_096 1 4 0.25000000 GRE 42.22389 -83.12938
## 4102 2016_096 0 4 0.00000000 GRO 42.86675 -79.57433
## 4103 2016_096 0 4 0.00000000 GRW 42.21902 -83.13803
## 4104 2016_096 0 4 0.00000000 HBB 43.18202 -82.12013
## 4105 2016_096 0 4 0.00000000 IGN 45.85712 -84.66344
## 4106 2016_096 0 4 0.00000000 JHN 42.49869 -82.47186
## 4107 2016_096 0 4 0.00000000 LEX 43.24039 -82.44801
## 4108 2016_096 0 4 0.00000000 LGR 42.85280 -79.57850
## 4109 2016_096 0 4 0.00000000 LKS 42.80973 -78.86965
## 4110 2016_096 0 4 0.00000000 LPL 42.49900 -79.99068
## 4111 2016_096 1 4 0.25000000 LSC 42.46868 -82.72897
## 4112 2016_096 0 4 0.00000000 MCK 45.80401 -84.76414
## 4113 2016_096 0 4 0.00000000 MGE 42.82680 -82.47572
## 4114 2016_096 0 4 0.00000000 MGW 42.82710 -82.48243
## 4115 2016_096 0 4 0.00000000 NSA 42.51040 -79.29858
## 4116 2016_096 0 4 0.00000000 OSC 44.45150 -83.23010
## 4117 2016_096 0 4 0.00000000 PRS 45.33398 -83.45836
## 4118 2016_096 0 4 0.00000000 SBI 44.09034 -83.38077
## 4119 2016_096 0 4 0.00000000 SBO 44.14804 -83.27514
## 4120 2016_096 0 4 0.00000000 SCL 42.61865 -82.62531
## 4121 2016_096 0 4 0.00000000 SCM 42.77434 -82.47131
## 4122 2016_096 0 4 0.00000000 SCU 43.00888 -82.41459
## 4123 2016_096 0 4 0.00000000 SGR 43.61235 -83.86096
## 4124 2016_096 0 4 0.00000000 STE 42.88137 -82.46010
## 4125 2016_096 0 4 0.00000000 STU 42.76981 -79.07225
## 4126 2016_096 0 4 0.00000000 STW 42.88503 -82.47285
## 4127 2016_096 0 4 0.00000000 THB 44.95015 -83.29780
## 4128 2016_096 0 4 0.00000000 WLW 42.64384 -82.50991
## 4129 2016_097 0 9 0.00000000 BBW 45.77582 -84.61310
## 4130 2016_097 0 9 0.00000000 BFR 42.86173 -78.84803
## 4131 2016_097 0 9 0.00000000 BHE 42.87251 -78.91030
## 4132 2016_097 1 9 0.11111111 BIN 42.34490 -82.99053
## 4133 2016_097 0 9 0.00000000 BLE 42.71809 -82.49722
## 4134 2016_097 0 9 0.00000000 BLK 42.99111 -82.44659
## 4135 2016_097 0 9 0.00000000 CHN 42.61033 -82.47659
## 4136 2016_097 2 9 0.22222222 DRF 42.21756 -83.12886
## 4137 2016_097 3 9 0.33333333 DRL 42.08274 -83.11846
## 4138 2016_097 1 9 0.11111111 DRU 42.35483 -82.93436
## 4139 2016_097 0 9 0.00000000 DUN 42.50212 -79.35815
## 4140 2016_097 1 9 0.11111111 FIC 42.23223 -83.10903
## 4141 2016_097 1 9 0.11111111 FWE 42.69823 -82.48843
## 4142 2016_097 0 9 0.00000000 FWW 42.70022 -82.49789
## 4143 2016_097 0 9 0.00000000 GBD 43.33332 -81.78406
## 4144 2016_097 0 9 0.00000000 GRE 42.22389 -83.12938
## 4145 2016_097 0 9 0.00000000 GRO 42.86675 -79.57433
## 4146 2016_097 0 9 0.00000000 GRW 42.21902 -83.13803
## 4147 2016_097 0 9 0.00000000 HBB 43.18202 -82.12013
## 4148 2016_097 0 9 0.00000000 IGN 45.85712 -84.66344
## 4149 2016_097 0 9 0.00000000 JHN 42.49869 -82.47186
## 4150 2016_097 0 9 0.00000000 LEX 43.24039 -82.44801
## 4151 2016_097 0 9 0.00000000 LGR 42.85280 -79.57850
## 4152 2016_097 0 9 0.00000000 LKS 42.80973 -78.86965
## 4153 2016_097 0 9 0.00000000 LPL 42.49900 -79.99068
## 4154 2016_097 1 9 0.11111111 LSC 42.46868 -82.72897
## 4155 2016_097 0 9 0.00000000 MCK 45.80401 -84.76414
## 4156 2016_097 1 9 0.11111111 MGE 42.82680 -82.47572
## 4157 2016_097 0 9 0.00000000 MGW 42.82710 -82.48243
## 4158 2016_097 0 9 0.00000000 NSA 42.51040 -79.29858
## 4159 2016_097 0 9 0.00000000 OSC 44.45150 -83.23010
## 4160 2016_097 0 9 0.00000000 PRS 45.33398 -83.45836
## 4161 2016_097 0 9 0.00000000 SBI 44.09034 -83.38077
## 4162 2016_097 0 9 0.00000000 SBO 44.14804 -83.27514
## 4163 2016_097 1 9 0.11111111 SCL 42.61865 -82.62531
## 4164 2016_097 1 9 0.11111111 SCM 42.77434 -82.47131
## 4165 2016_097 1 9 0.11111111 SCU 43.00888 -82.41459
## 4166 2016_097 0 9 0.00000000 SGR 43.61235 -83.86096
## 4167 2016_097 0 9 0.00000000 STE 42.88137 -82.46010
## 4168 2016_097 0 9 0.00000000 STU 42.76981 -79.07225
## 4169 2016_097 1 9 0.11111111 STW 42.88503 -82.47285
## 4170 2016_097 0 9 0.00000000 THB 44.95015 -83.29780
## 4171 2016_097 0 9 0.00000000 WLW 42.64384 -82.50991
## 4172 2016_098 0 10 0.00000000 BBW 45.77582 -84.61310
## 4173 2016_098 0 10 0.00000000 BFR 42.86173 -78.84803
## 4174 2016_098 0 10 0.00000000 BHE 42.87251 -78.91030
## 4175 2016_098 1 10 0.10000000 BIN 42.34490 -82.99053
## 4176 2016_098 0 10 0.00000000 BLE 42.71809 -82.49722
## 4177 2016_098 0 10 0.00000000 BLK 42.99111 -82.44659
## 4178 2016_098 0 10 0.00000000 CHN 42.61033 -82.47659
## 4179 2016_098 1 10 0.10000000 DRF 42.21756 -83.12886
## 4180 2016_098 2 10 0.20000000 DRL 42.08274 -83.11846
## 4181 2016_098 3 10 0.30000000 DRU 42.35483 -82.93436
## 4182 2016_098 0 10 0.00000000 DUN 42.50212 -79.35815
## 4183 2016_098 1 10 0.10000000 FIC 42.23223 -83.10903
## 4184 2016_098 0 10 0.00000000 FWE 42.69823 -82.48843
## 4185 2016_098 0 10 0.00000000 FWW 42.70022 -82.49789
## 4186 2016_098 0 10 0.00000000 GBD 43.33332 -81.78406
## 4187 2016_098 1 10 0.10000000 GRE 42.22389 -83.12938
## 4188 2016_098 0 10 0.00000000 GRO 42.86675 -79.57433
## 4189 2016_098 1 10 0.10000000 GRW 42.21902 -83.13803
## 4190 2016_098 0 10 0.00000000 HBB 43.18202 -82.12013
## 4191 2016_098 0 10 0.00000000 IGN 45.85712 -84.66344
## 4192 2016_098 0 10 0.00000000 JHN 42.49869 -82.47186
## 4193 2016_098 0 10 0.00000000 LEX 43.24039 -82.44801
## 4194 2016_098 0 10 0.00000000 LGR 42.85280 -79.57850
## 4195 2016_098 0 10 0.00000000 LKS 42.80973 -78.86965
## 4196 2016_098 0 10 0.00000000 LPL 42.49900 -79.99068
## 4197 2016_098 0 10 0.00000000 LSC 42.46868 -82.72897
## 4198 2016_098 0 10 0.00000000 MCK 45.80401 -84.76414
## 4199 2016_098 0 10 0.00000000 MGE 42.82680 -82.47572
## 4200 2016_098 1 10 0.10000000 MGW 42.82710 -82.48243
## 4201 2016_098 0 10 0.00000000 NSA 42.51040 -79.29858
## 4202 2016_098 0 10 0.00000000 OSC 44.45150 -83.23010
## 4203 2016_098 0 10 0.00000000 PRS 45.33398 -83.45836
## 4204 2016_098 0 10 0.00000000 SBI 44.09034 -83.38077
## 4205 2016_098 0 10 0.00000000 SBO 44.14804 -83.27514
## 4206 2016_098 2 10 0.20000000 SCL 42.61865 -82.62531
## 4207 2016_098 1 10 0.10000000 SCM 42.77434 -82.47131
## 4208 2016_098 1 10 0.10000000 SCU 43.00888 -82.41459
## 4209 2016_098 0 10 0.00000000 SGR 43.61235 -83.86096
## 4210 2016_098 0 10 0.00000000 STE 42.88137 -82.46010
## 4211 2016_098 0 10 0.00000000 STU 42.76981 -79.07225
## 4212 2016_098 1 10 0.10000000 STW 42.88503 -82.47285
## 4213 2016_098 0 10 0.00000000 THB 44.95015 -83.29780
## 4214 2016_098 1 10 0.10000000 WLW 42.64384 -82.50991
## 4215 2016_099 0 10 0.00000000 BBW 45.77582 -84.61310
## 4216 2016_099 0 10 0.00000000 BFR 42.86173 -78.84803
## 4217 2016_099 0 10 0.00000000 BHE 42.87251 -78.91030
## 4218 2016_099 0 10 0.00000000 BIN 42.34490 -82.99053
## 4219 2016_099 0 10 0.00000000 BLE 42.71809 -82.49722
## 4220 2016_099 1 10 0.10000000 BLK 42.99111 -82.44659
## 4221 2016_099 0 10 0.00000000 CHN 42.61033 -82.47659
## 4222 2016_099 1 10 0.10000000 DRF 42.21756 -83.12886
## 4223 2016_099 3 10 0.30000000 DRL 42.08274 -83.11846
## 4224 2016_099 1 10 0.10000000 DRU 42.35483 -82.93436
## 4225 2016_099 0 10 0.00000000 DUN 42.50212 -79.35815
## 4226 2016_099 0 10 0.00000000 FIC 42.23223 -83.10903
## 4227 2016_099 1 10 0.10000000 FWE 42.69823 -82.48843
## 4228 2016_099 0 10 0.00000000 FWW 42.70022 -82.49789
## 4229 2016_099 0 10 0.00000000 GBD 43.33332 -81.78406
## 4230 2016_099 1 10 0.10000000 GRE 42.22389 -83.12938
## 4231 2016_099 0 10 0.00000000 GRO 42.86675 -79.57433
## 4232 2016_099 0 10 0.00000000 GRW 42.21902 -83.13803
## 4233 2016_099 0 10 0.00000000 HBB 43.18202 -82.12013
## 4234 2016_099 0 10 0.00000000 IGN 45.85712 -84.66344
## 4235 2016_099 0 10 0.00000000 JHN 42.49869 -82.47186
## 4236 2016_099 0 10 0.00000000 LEX 43.24039 -82.44801
## 4237 2016_099 0 10 0.00000000 LGR 42.85280 -79.57850
## 4238 2016_099 0 10 0.00000000 LKS 42.80973 -78.86965
## 4239 2016_099 0 10 0.00000000 LPL 42.49900 -79.99068
## 4240 2016_099 1 10 0.10000000 LSC 42.46868 -82.72897
## 4241 2016_099 0 10 0.00000000 MCK 45.80401 -84.76414
## 4242 2016_099 0 10 0.00000000 MGE 42.82680 -82.47572
## 4243 2016_099 0 10 0.00000000 MGW 42.82710 -82.48243
## 4244 2016_099 0 10 0.00000000 NSA 42.51040 -79.29858
## 4245 2016_099 0 10 0.00000000 OSC 44.45150 -83.23010
## 4246 2016_099 0 10 0.00000000 PRS 45.33398 -83.45836
## 4247 2016_099 1 10 0.10000000 SBI 44.09034 -83.38077
## 4248 2016_099 2 10 0.20000000 SBO 44.14804 -83.27514
## 4249 2016_099 1 10 0.10000000 SCL 42.61865 -82.62531
## 4250 2016_099 0 10 0.00000000 SCM 42.77434 -82.47131
## 4251 2016_099 0 10 0.00000000 SCU 43.00888 -82.41459
## 4252 2016_099 0 10 0.00000000 SGR 43.61235 -83.86096
## 4253 2016_099 1 10 0.10000000 STE 42.88137 -82.46010
## 4254 2016_099 0 10 0.00000000 STU 42.76981 -79.07225
## 4255 2016_099 0 10 0.00000000 STW 42.88503 -82.47285
## 4256 2016_099 0 10 0.00000000 THB 44.95015 -83.29780
## 4257 2016_099 1 10 0.10000000 WLW 42.64384 -82.50991
## 4258 2016_100 0 3 0.00000000 BBW 45.77582 -84.61310
## 4259 2016_100 0 3 0.00000000 BFR 42.86173 -78.84803
## 4260 2016_100 0 3 0.00000000 BHE 42.87251 -78.91030
## 4261 2016_100 0 3 0.00000000 BIN 42.34490 -82.99053
## 4262 2016_100 0 3 0.00000000 BLE 42.71809 -82.49722
## 4263 2016_100 0 3 0.00000000 BLK 42.99111 -82.44659
## 4264 2016_100 0 3 0.00000000 CHN 42.61033 -82.47659
## 4265 2016_100 1 3 0.33333333 DRF 42.21756 -83.12886
## 4266 2016_100 1 3 0.33333333 DRL 42.08274 -83.11846
## 4267 2016_100 1 3 0.33333333 DRU 42.35483 -82.93436
## 4268 2016_100 0 3 0.00000000 DUN 42.50212 -79.35815
## 4269 2016_100 1 3 0.33333333 FIC 42.23223 -83.10903
## 4270 2016_100 0 3 0.00000000 FWE 42.69823 -82.48843
## 4271 2016_100 0 3 0.00000000 FWW 42.70022 -82.49789
## 4272 2016_100 0 3 0.00000000 GBD 43.33332 -81.78406
## 4273 2016_100 0 3 0.00000000 GRE 42.22389 -83.12938
## 4274 2016_100 0 3 0.00000000 GRO 42.86675 -79.57433
## 4275 2016_100 0 3 0.00000000 GRW 42.21902 -83.13803
## 4276 2016_100 0 3 0.00000000 HBB 43.18202 -82.12013
## 4277 2016_100 0 3 0.00000000 IGN 45.85712 -84.66344
## 4278 2016_100 0 3 0.00000000 JHN 42.49869 -82.47186
## 4279 2016_100 0 3 0.00000000 LEX 43.24039 -82.44801
## 4280 2016_100 0 3 0.00000000 LGR 42.85280 -79.57850
## 4281 2016_100 0 3 0.00000000 LKS 42.80973 -78.86965
## 4282 2016_100 0 3 0.00000000 LPL 42.49900 -79.99068
## 4283 2016_100 1 3 0.33333333 LSC 42.46868 -82.72897
## 4284 2016_100 0 3 0.00000000 MCK 45.80401 -84.76414
## 4285 2016_100 0 3 0.00000000 MGE 42.82680 -82.47572
## 4286 2016_100 0 3 0.00000000 MGW 42.82710 -82.48243
## 4287 2016_100 0 3 0.00000000 NSA 42.51040 -79.29858
## 4288 2016_100 0 3 0.00000000 OSC 44.45150 -83.23010
## 4289 2016_100 0 3 0.00000000 PRS 45.33398 -83.45836
## 4290 2016_100 0 3 0.00000000 SBI 44.09034 -83.38077
## 4291 2016_100 0 3 0.00000000 SBO 44.14804 -83.27514
## 4292 2016_100 0 3 0.00000000 SCL 42.61865 -82.62531
## 4293 2016_100 0 3 0.00000000 SCM 42.77434 -82.47131
## 4294 2016_100 0 3 0.00000000 SCU 43.00888 -82.41459
## 4295 2016_100 0 3 0.00000000 SGR 43.61235 -83.86096
## 4296 2016_100 0 3 0.00000000 STE 42.88137 -82.46010
## 4297 2016_100 0 3 0.00000000 STU 42.76981 -79.07225
## 4298 2016_100 0 3 0.00000000 STW 42.88503 -82.47285
## 4299 2016_100 0 3 0.00000000 THB 44.95015 -83.29780
## 4300 2016_100 0 3 0.00000000 WLW 42.64384 -82.50991
## 4301 2016_101 0 10 0.00000000 BBW 45.77582 -84.61310
## 4302 2016_101 0 10 0.00000000 BFR 42.86173 -78.84803
## 4303 2016_101 0 10 0.00000000 BHE 42.87251 -78.91030
## 4304 2016_101 0 10 0.00000000 BIN 42.34490 -82.99053
## 4305 2016_101 4 10 0.40000000 BLE 42.71809 -82.49722
## 4306 2016_101 0 10 0.00000000 BLK 42.99111 -82.44659
## 4307 2016_101 0 10 0.00000000 CHN 42.61033 -82.47659
## 4308 2016_101 1 10 0.10000000 DRF 42.21756 -83.12886
## 4309 2016_101 2 10 0.20000000 DRL 42.08274 -83.11846
## 4310 2016_101 1 10 0.10000000 DRU 42.35483 -82.93436
## 4311 2016_101 0 10 0.00000000 DUN 42.50212 -79.35815
## 4312 2016_101 0 10 0.00000000 FIC 42.23223 -83.10903
## 4313 2016_101 3 10 0.30000000 FWE 42.69823 -82.48843
## 4314 2016_101 2 10 0.20000000 FWW 42.70022 -82.49789
## 4315 2016_101 0 10 0.00000000 GBD 43.33332 -81.78406
## 4316 2016_101 1 10 0.10000000 GRE 42.22389 -83.12938
## 4317 2016_101 0 10 0.00000000 GRO 42.86675 -79.57433
## 4318 2016_101 0 10 0.00000000 GRW 42.21902 -83.13803
## 4319 2016_101 0 10 0.00000000 HBB 43.18202 -82.12013
## 4320 2016_101 0 10 0.00000000 IGN 45.85712 -84.66344
## 4321 2016_101 0 10 0.00000000 JHN 42.49869 -82.47186
## 4322 2016_101 0 10 0.00000000 LEX 43.24039 -82.44801
## 4323 2016_101 0 10 0.00000000 LGR 42.85280 -79.57850
## 4324 2016_101 0 10 0.00000000 LKS 42.80973 -78.86965
## 4325 2016_101 0 10 0.00000000 LPL 42.49900 -79.99068
## 4326 2016_101 1 10 0.10000000 LSC 42.46868 -82.72897
## 4327 2016_101 0 10 0.00000000 MCK 45.80401 -84.76414
## 4328 2016_101 1 10 0.10000000 MGE 42.82680 -82.47572
## 4329 2016_101 1 10 0.10000000 MGW 42.82710 -82.48243
## 4330 2016_101 0 10 0.00000000 NSA 42.51040 -79.29858
## 4331 2016_101 0 10 0.00000000 OSC 44.45150 -83.23010
## 4332 2016_101 0 10 0.00000000 PRS 45.33398 -83.45836
## 4333 2016_101 0 10 0.00000000 SBI 44.09034 -83.38077
## 4334 2016_101 0 10 0.00000000 SBO 44.14804 -83.27514
## 4335 2016_101 1 10 0.10000000 SCL 42.61865 -82.62531
## 4336 2016_101 1 10 0.10000000 SCM 42.77434 -82.47131
## 4337 2016_101 0 10 0.00000000 SCU 43.00888 -82.41459
## 4338 2016_101 0 10 0.00000000 SGR 43.61235 -83.86096
## 4339 2016_101 0 10 0.00000000 STE 42.88137 -82.46010
## 4340 2016_101 0 10 0.00000000 STU 42.76981 -79.07225
## 4341 2016_101 2 10 0.20000000 STW 42.88503 -82.47285
## 4342 2016_101 0 10 0.00000000 THB 44.95015 -83.29780
## 4343 2016_101 0 10 0.00000000 WLW 42.64384 -82.50991
## 4344 2016_102 0 16 0.00000000 BBW 45.77582 -84.61310
## 4345 2016_102 0 16 0.00000000 BFR 42.86173 -78.84803
## 4346 2016_102 0 16 0.00000000 BHE 42.87251 -78.91030
## 4347 2016_102 1 16 0.06250000 BIN 42.34490 -82.99053
## 4348 2016_102 0 16 0.00000000 BLE 42.71809 -82.49722
## 4349 2016_102 0 16 0.00000000 BLK 42.99111 -82.44659
## 4350 2016_102 0 16 0.00000000 CHN 42.61033 -82.47659
## 4351 2016_102 1 16 0.06250000 DRF 42.21756 -83.12886
## 4352 2016_102 2 16 0.12500000 DRL 42.08274 -83.11846
## 4353 2016_102 1 16 0.06250000 DRU 42.35483 -82.93436
## 4354 2016_102 0 16 0.00000000 DUN 42.50212 -79.35815
## 4355 2016_102 0 16 0.00000000 FIC 42.23223 -83.10903
## 4356 2016_102 1 16 0.06250000 FWE 42.69823 -82.48843
## 4357 2016_102 1 16 0.06250000 FWW 42.70022 -82.49789
## 4358 2016_102 0 16 0.00000000 GBD 43.33332 -81.78406
## 4359 2016_102 1 16 0.06250000 GRE 42.22389 -83.12938
## 4360 2016_102 0 16 0.00000000 GRO 42.86675 -79.57433
## 4361 2016_102 0 16 0.00000000 GRW 42.21902 -83.13803
## 4362 2016_102 0 16 0.00000000 HBB 43.18202 -82.12013
## 4363 2016_102 0 16 0.00000000 IGN 45.85712 -84.66344
## 4364 2016_102 0 16 0.00000000 JHN 42.49869 -82.47186
## 4365 2016_102 0 16 0.00000000 LEX 43.24039 -82.44801
## 4366 2016_102 0 16 0.00000000 LGR 42.85280 -79.57850
## 4367 2016_102 0 16 0.00000000 LKS 42.80973 -78.86965
## 4368 2016_102 0 16 0.00000000 LPL 42.49900 -79.99068
## 4369 2016_102 0 16 0.00000000 LSC 42.46868 -82.72897
## 4370 2016_102 0 16 0.00000000 MCK 45.80401 -84.76414
## 4371 2016_102 3 16 0.18750000 MGE 42.82680 -82.47572
## 4372 2016_102 1 16 0.06250000 MGW 42.82710 -82.48243
## 4373 2016_102 0 16 0.00000000 NSA 42.51040 -79.29858
## 4374 2016_102 0 16 0.00000000 OSC 44.45150 -83.23010
## 4375 2016_102 0 16 0.00000000 PRS 45.33398 -83.45836
## 4376 2016_102 0 16 0.00000000 SBI 44.09034 -83.38077
## 4377 2016_102 0 16 0.00000000 SBO 44.14804 -83.27514
## 4378 2016_102 2 16 0.12500000 SCL 42.61865 -82.62531
## 4379 2016_102 1 16 0.06250000 SCM 42.77434 -82.47131
## 4380 2016_102 0 16 0.00000000 SCU 43.00888 -82.41459
## 4381 2016_102 0 16 0.00000000 SGR 43.61235 -83.86096
## 4382 2016_102 1 16 0.06250000 STE 42.88137 -82.46010
## 4383 2016_102 0 16 0.00000000 STU 42.76981 -79.07225
## 4384 2016_102 2 16 0.12500000 STW 42.88503 -82.47285
## 4385 2016_102 0 16 0.00000000 THB 44.95015 -83.29780
## 4386 2016_102 3 16 0.18750000 WLW 42.64384 -82.50991
## 4387 2016_103 0 14 0.00000000 BBW 45.77582 -84.61310
## 4388 2016_103 0 14 0.00000000 BFR 42.86173 -78.84803
## 4389 2016_103 0 14 0.00000000 BHE 42.87251 -78.91030
## 4390 2016_103 1 14 0.07142857 BIN 42.34490 -82.99053
## 4391 2016_103 0 14 0.00000000 BLE 42.71809 -82.49722
## 4392 2016_103 0 14 0.00000000 BLK 42.99111 -82.44659
## 4393 2016_103 0 14 0.00000000 CHN 42.61033 -82.47659
## 4394 2016_103 2 14 0.14285714 DRF 42.21756 -83.12886
## 4395 2016_103 1 14 0.07142857 DRL 42.08274 -83.11846
## 4396 2016_103 1 14 0.07142857 DRU 42.35483 -82.93436
## 4397 2016_103 0 14 0.00000000 DUN 42.50212 -79.35815
## 4398 2016_103 0 14 0.00000000 FIC 42.23223 -83.10903
## 4399 2016_103 3 14 0.21428571 FWE 42.69823 -82.48843
## 4400 2016_103 1 14 0.07142857 FWW 42.70022 -82.49789
## 4401 2016_103 0 14 0.00000000 GBD 43.33332 -81.78406
## 4402 2016_103 1 14 0.07142857 GRE 42.22389 -83.12938
## 4403 2016_103 0 14 0.00000000 GRO 42.86675 -79.57433
## 4404 2016_103 0 14 0.00000000 GRW 42.21902 -83.13803
## 4405 2016_103 0 14 0.00000000 HBB 43.18202 -82.12013
## 4406 2016_103 0 14 0.00000000 IGN 45.85712 -84.66344
## 4407 2016_103 0 14 0.00000000 JHN 42.49869 -82.47186
## 4408 2016_103 0 14 0.00000000 LEX 43.24039 -82.44801
## 4409 2016_103 0 14 0.00000000 LGR 42.85280 -79.57850
## 4410 2016_103 0 14 0.00000000 LKS 42.80973 -78.86965
## 4411 2016_103 0 14 0.00000000 LPL 42.49900 -79.99068
## 4412 2016_103 1 14 0.07142857 LSC 42.46868 -82.72897
## 4413 2016_103 0 14 0.00000000 MCK 45.80401 -84.76414
## 4414 2016_103 0 14 0.00000000 MGE 42.82680 -82.47572
## 4415 2016_103 0 14 0.00000000 MGW 42.82710 -82.48243
## 4416 2016_103 0 14 0.00000000 NSA 42.51040 -79.29858
## 4417 2016_103 0 14 0.00000000 OSC 44.45150 -83.23010
## 4418 2016_103 0 14 0.00000000 PRS 45.33398 -83.45836
## 4419 2016_103 0 14 0.00000000 SBI 44.09034 -83.38077
## 4420 2016_103 0 14 0.00000000 SBO 44.14804 -83.27514
## 4421 2016_103 5 14 0.35714286 SCL 42.61865 -82.62531
## 4422 2016_103 0 14 0.00000000 SCM 42.77434 -82.47131
## 4423 2016_103 0 14 0.00000000 SCU 43.00888 -82.41459
## 4424 2016_103 0 14 0.00000000 SGR 43.61235 -83.86096
## 4425 2016_103 0 14 0.00000000 STE 42.88137 -82.46010
## 4426 2016_103 0 14 0.00000000 STU 42.76981 -79.07225
## 4427 2016_103 0 14 0.00000000 STW 42.88503 -82.47285
## 4428 2016_103 0 14 0.00000000 THB 44.95015 -83.29780
## 4429 2016_103 2 14 0.14285714 WLW 42.64384 -82.50991
## 4430 2016_104 0 10 0.00000000 BBW 45.77582 -84.61310
## 4431 2016_104 0 10 0.00000000 BFR 42.86173 -78.84803
## 4432 2016_104 0 10 0.00000000 BHE 42.87251 -78.91030
## 4433 2016_104 1 10 0.10000000 BIN 42.34490 -82.99053
## 4434 2016_104 0 10 0.00000000 BLE 42.71809 -82.49722
## 4435 2016_104 0 10 0.00000000 BLK 42.99111 -82.44659
## 4436 2016_104 0 10 0.00000000 CHN 42.61033 -82.47659
## 4437 2016_104 1 10 0.10000000 DRF 42.21756 -83.12886
## 4438 2016_104 3 10 0.30000000 DRL 42.08274 -83.11846
## 4439 2016_104 1 10 0.10000000 DRU 42.35483 -82.93436
## 4440 2016_104 0 10 0.00000000 DUN 42.50212 -79.35815
## 4441 2016_104 0 10 0.00000000 FIC 42.23223 -83.10903
## 4442 2016_104 1 10 0.10000000 FWE 42.69823 -82.48843
## 4443 2016_104 0 10 0.00000000 FWW 42.70022 -82.49789
## 4444 2016_104 0 10 0.00000000 GBD 43.33332 -81.78406
## 4445 2016_104 1 10 0.10000000 GRE 42.22389 -83.12938
## 4446 2016_104 0 10 0.00000000 GRO 42.86675 -79.57433
## 4447 2016_104 0 10 0.00000000 GRW 42.21902 -83.13803
## 4448 2016_104 0 10 0.00000000 HBB 43.18202 -82.12013
## 4449 2016_104 0 10 0.00000000 IGN 45.85712 -84.66344
## 4450 2016_104 0 10 0.00000000 JHN 42.49869 -82.47186
## 4451 2016_104 0 10 0.00000000 LEX 43.24039 -82.44801
## 4452 2016_104 0 10 0.00000000 LGR 42.85280 -79.57850
## 4453 2016_104 0 10 0.00000000 LKS 42.80973 -78.86965
## 4454 2016_104 0 10 0.00000000 LPL 42.49900 -79.99068
## 4455 2016_104 0 10 0.00000000 LSC 42.46868 -82.72897
## 4456 2016_104 0 10 0.00000000 MCK 45.80401 -84.76414
## 4457 2016_104 1 10 0.10000000 MGE 42.82680 -82.47572
## 4458 2016_104 0 10 0.00000000 MGW 42.82710 -82.48243
## 4459 2016_104 0 10 0.00000000 NSA 42.51040 -79.29858
## 4460 2016_104 0 10 0.00000000 OSC 44.45150 -83.23010
## 4461 2016_104 0 10 0.00000000 PRS 45.33398 -83.45836
## 4462 2016_104 2 10 0.20000000 SBI 44.09034 -83.38077
## 4463 2016_104 1 10 0.10000000 SBO 44.14804 -83.27514
## 4464 2016_104 1 10 0.10000000 SCL 42.61865 -82.62531
## 4465 2016_104 0 10 0.00000000 SCM 42.77434 -82.47131
## 4466 2016_104 1 10 0.10000000 SCU 43.00888 -82.41459
## 4467 2016_104 0 10 0.00000000 SGR 43.61235 -83.86096
## 4468 2016_104 0 10 0.00000000 STE 42.88137 -82.46010
## 4469 2016_104 0 10 0.00000000 STU 42.76981 -79.07225
## 4470 2016_104 0 10 0.00000000 STW 42.88503 -82.47285
## 4471 2016_104 0 10 0.00000000 THB 44.95015 -83.29780
## 4472 2016_104 0 10 0.00000000 WLW 42.64384 -82.50991
## 4473 2016_105 0 13 0.00000000 BBW 45.77582 -84.61310
## 4474 2016_105 0 13 0.00000000 BFR 42.86173 -78.84803
## 4475 2016_105 0 13 0.00000000 BHE 42.87251 -78.91030
## 4476 2016_105 1 13 0.07692308 BIN 42.34490 -82.99053
## 4477 2016_105 0 13 0.00000000 BLE 42.71809 -82.49722
## 4478 2016_105 0 13 0.00000000 BLK 42.99111 -82.44659
## 4479 2016_105 0 13 0.00000000 CHN 42.61033 -82.47659
## 4480 2016_105 1 13 0.07692308 DRF 42.21756 -83.12886
## 4481 2016_105 2 13 0.15384615 DRL 42.08274 -83.11846
## 4482 2016_105 2 13 0.15384615 DRU 42.35483 -82.93436
## 4483 2016_105 0 13 0.00000000 DUN 42.50212 -79.35815
## 4484 2016_105 0 13 0.00000000 FIC 42.23223 -83.10903
## 4485 2016_105 0 13 0.00000000 FWE 42.69823 -82.48843
## 4486 2016_105 0 13 0.00000000 FWW 42.70022 -82.49789
## 4487 2016_105 0 13 0.00000000 GBD 43.33332 -81.78406
## 4488 2016_105 1 13 0.07692308 GRE 42.22389 -83.12938
## 4489 2016_105 0 13 0.00000000 GRO 42.86675 -79.57433
## 4490 2016_105 0 13 0.00000000 GRW 42.21902 -83.13803
## 4491 2016_105 0 13 0.00000000 HBB 43.18202 -82.12013
## 4492 2016_105 0 13 0.00000000 IGN 45.85712 -84.66344
## 4493 2016_105 0 13 0.00000000 JHN 42.49869 -82.47186
## 4494 2016_105 0 13 0.00000000 LEX 43.24039 -82.44801
## 4495 2016_105 0 13 0.00000000 LGR 42.85280 -79.57850
## 4496 2016_105 0 13 0.00000000 LKS 42.80973 -78.86965
## 4497 2016_105 0 13 0.00000000 LPL 42.49900 -79.99068
## 4498 2016_105 1 13 0.07692308 LSC 42.46868 -82.72897
## 4499 2016_105 0 13 0.00000000 MCK 45.80401 -84.76414
## 4500 2016_105 0 13 0.00000000 MGE 42.82680 -82.47572
## 4501 2016_105 0 13 0.00000000 MGW 42.82710 -82.48243
## 4502 2016_105 0 13 0.00000000 NSA 42.51040 -79.29858
## 4503 2016_105 0 13 0.00000000 OSC 44.45150 -83.23010
## 4504 2016_105 0 13 0.00000000 PRS 45.33398 -83.45836
## 4505 2016_105 0 13 0.00000000 SBI 44.09034 -83.38077
## 4506 2016_105 0 13 0.00000000 SBO 44.14804 -83.27514
## 4507 2016_105 5 13 0.38461538 SCL 42.61865 -82.62531
## 4508 2016_105 0 13 0.00000000 SCM 42.77434 -82.47131
## 4509 2016_105 0 13 0.00000000 SCU 43.00888 -82.41459
## 4510 2016_105 0 13 0.00000000 SGR 43.61235 -83.86096
## 4511 2016_105 0 13 0.00000000 STE 42.88137 -82.46010
## 4512 2016_105 0 13 0.00000000 STU 42.76981 -79.07225
## 4513 2016_105 0 13 0.00000000 STW 42.88503 -82.47285
## 4514 2016_105 0 13 0.00000000 THB 44.95015 -83.29780
## 4515 2016_105 4 13 0.30769231 WLW 42.64384 -82.50991
## 4516 2016_106 0 9 0.00000000 BBW 45.77582 -84.61310
## 4517 2016_106 0 9 0.00000000 BFR 42.86173 -78.84803
## 4518 2016_106 0 9 0.00000000 BHE 42.87251 -78.91030
## 4519 2016_106 0 9 0.00000000 BIN 42.34490 -82.99053
## 4520 2016_106 0 9 0.00000000 BLE 42.71809 -82.49722
## 4521 2016_106 0 9 0.00000000 BLK 42.99111 -82.44659
## 4522 2016_106 0 9 0.00000000 CHN 42.61033 -82.47659
## 4523 2016_106 1 9 0.11111111 DRF 42.21756 -83.12886
## 4524 2016_106 2 9 0.22222222 DRL 42.08274 -83.11846
## 4525 2016_106 1 9 0.11111111 DRU 42.35483 -82.93436
## 4526 2016_106 0 9 0.00000000 DUN 42.50212 -79.35815
## 4527 2016_106 0 9 0.00000000 FIC 42.23223 -83.10903
## 4528 2016_106 0 9 0.00000000 FWE 42.69823 -82.48843
## 4529 2016_106 1 9 0.11111111 FWW 42.70022 -82.49789
## 4530 2016_106 0 9 0.00000000 GBD 43.33332 -81.78406
## 4531 2016_106 1 9 0.11111111 GRE 42.22389 -83.12938
## 4532 2016_106 0 9 0.00000000 GRO 42.86675 -79.57433
## 4533 2016_106 0 9 0.00000000 GRW 42.21902 -83.13803
## 4534 2016_106 0 9 0.00000000 HBB 43.18202 -82.12013
## 4535 2016_106 0 9 0.00000000 IGN 45.85712 -84.66344
## 4536 2016_106 0 9 0.00000000 JHN 42.49869 -82.47186
## 4537 2016_106 1 9 0.11111111 LEX 43.24039 -82.44801
## 4538 2016_106 0 9 0.00000000 LGR 42.85280 -79.57850
## 4539 2016_106 0 9 0.00000000 LKS 42.80973 -78.86965
## 4540 2016_106 0 9 0.00000000 LPL 42.49900 -79.99068
## 4541 2016_106 0 9 0.00000000 LSC 42.46868 -82.72897
## 4542 2016_106 0 9 0.00000000 MCK 45.80401 -84.76414
## 4543 2016_106 1 9 0.11111111 MGE 42.82680 -82.47572
## 4544 2016_106 0 9 0.00000000 MGW 42.82710 -82.48243
## 4545 2016_106 0 9 0.00000000 NSA 42.51040 -79.29858
## 4546 2016_106 0 9 0.00000000 OSC 44.45150 -83.23010
## 4547 2016_106 0 9 0.00000000 PRS 45.33398 -83.45836
## 4548 2016_106 0 9 0.00000000 SBI 44.09034 -83.38077
## 4549 2016_106 0 9 0.00000000 SBO 44.14804 -83.27514
## 4550 2016_106 2 9 0.22222222 SCL 42.61865 -82.62531
## 4551 2016_106 1 9 0.11111111 SCM 42.77434 -82.47131
## 4552 2016_106 1 9 0.11111111 SCU 43.00888 -82.41459
## 4553 2016_106 0 9 0.00000000 SGR 43.61235 -83.86096
## 4554 2016_106 1 9 0.11111111 STE 42.88137 -82.46010
## 4555 2016_106 0 9 0.00000000 STU 42.76981 -79.07225
## 4556 2016_106 0 9 0.00000000 STW 42.88503 -82.47285
## 4557 2016_106 0 9 0.00000000 THB 44.95015 -83.29780
## 4558 2016_106 1 9 0.11111111 WLW 42.64384 -82.50991
## 4559 2016_107 0 13 0.00000000 BBW 45.77582 -84.61310
## 4560 2016_107 0 13 0.00000000 BFR 42.86173 -78.84803
## 4561 2016_107 0 13 0.00000000 BHE 42.87251 -78.91030
## 4562 2016_107 0 13 0.00000000 BIN 42.34490 -82.99053
## 4563 2016_107 0 13 0.00000000 BLE 42.71809 -82.49722
## 4564 2016_107 0 13 0.00000000 BLK 42.99111 -82.44659
## 4565 2016_107 0 13 0.00000000 CHN 42.61033 -82.47659
## 4566 2016_107 1 13 0.07692308 DRF 42.21756 -83.12886
## 4567 2016_107 2 13 0.15384615 DRL 42.08274 -83.11846
## 4568 2016_107 1 13 0.07692308 DRU 42.35483 -82.93436
## 4569 2016_107 0 13 0.00000000 DUN 42.50212 -79.35815
## 4570 2016_107 0 13 0.00000000 FIC 42.23223 -83.10903
## 4571 2016_107 2 13 0.15384615 FWE 42.69823 -82.48843
## 4572 2016_107 3 13 0.23076923 FWW 42.70022 -82.49789
## 4573 2016_107 0 13 0.00000000 GBD 43.33332 -81.78406
## 4574 2016_107 1 13 0.07692308 GRE 42.22389 -83.12938
## 4575 2016_107 0 13 0.00000000 GRO 42.86675 -79.57433
## 4576 2016_107 0 13 0.00000000 GRW 42.21902 -83.13803
## 4577 2016_107 0 13 0.00000000 HBB 43.18202 -82.12013
## 4578 2016_107 0 13 0.00000000 IGN 45.85712 -84.66344
## 4579 2016_107 0 13 0.00000000 JHN 42.49869 -82.47186
## 4580 2016_107 0 13 0.00000000 LEX 43.24039 -82.44801
## 4581 2016_107 0 13 0.00000000 LGR 42.85280 -79.57850
## 4582 2016_107 0 13 0.00000000 LKS 42.80973 -78.86965
## 4583 2016_107 0 13 0.00000000 LPL 42.49900 -79.99068
## 4584 2016_107 0 13 0.00000000 LSC 42.46868 -82.72897
## 4585 2016_107 0 13 0.00000000 MCK 45.80401 -84.76414
## 4586 2016_107 1 13 0.07692308 MGE 42.82680 -82.47572
## 4587 2016_107 1 13 0.07692308 MGW 42.82710 -82.48243
## 4588 2016_107 0 13 0.00000000 NSA 42.51040 -79.29858
## 4589 2016_107 0 13 0.00000000 OSC 44.45150 -83.23010
## 4590 2016_107 0 13 0.00000000 PRS 45.33398 -83.45836
## 4591 2016_107 0 13 0.00000000 SBI 44.09034 -83.38077
## 4592 2016_107 0 13 0.00000000 SBO 44.14804 -83.27514
## 4593 2016_107 2 13 0.15384615 SCL 42.61865 -82.62531
## 4594 2016_107 3 13 0.23076923 SCM 42.77434 -82.47131
## 4595 2016_107 0 13 0.00000000 SCU 43.00888 -82.41459
## 4596 2016_107 0 13 0.00000000 SGR 43.61235 -83.86096
## 4597 2016_107 0 13 0.00000000 STE 42.88137 -82.46010
## 4598 2016_107 0 13 0.00000000 STU 42.76981 -79.07225
## 4599 2016_107 4 13 0.30769231 STW 42.88503 -82.47285
## 4600 2016_107 0 13 0.00000000 THB 44.95015 -83.29780
## 4601 2016_107 3 13 0.23076923 WLW 42.64384 -82.50991
## 4602 2016_108 0 3 0.00000000 BBW 45.77582 -84.61310
## 4603 2016_108 0 3 0.00000000 BFR 42.86173 -78.84803
## 4604 2016_108 0 3 0.00000000 BHE 42.87251 -78.91030
## 4605 2016_108 0 3 0.00000000 BIN 42.34490 -82.99053
## 4606 2016_108 0 3 0.00000000 BLE 42.71809 -82.49722
## 4607 2016_108 0 3 0.00000000 BLK 42.99111 -82.44659
## 4608 2016_108 0 3 0.00000000 CHN 42.61033 -82.47659
## 4609 2016_108 1 3 0.33333333 DRF 42.21756 -83.12886
## 4610 2016_108 1 3 0.33333333 DRL 42.08274 -83.11846
## 4611 2016_108 2 3 0.66666667 DRU 42.35483 -82.93436
## 4612 2016_108 0 3 0.00000000 DUN 42.50212 -79.35815
## 4613 2016_108 0 3 0.00000000 FIC 42.23223 -83.10903
## 4614 2016_108 0 3 0.00000000 FWE 42.69823 -82.48843
## 4615 2016_108 0 3 0.00000000 FWW 42.70022 -82.49789
## 4616 2016_108 0 3 0.00000000 GBD 43.33332 -81.78406
## 4617 2016_108 1 3 0.33333333 GRE 42.22389 -83.12938
## 4618 2016_108 0 3 0.00000000 GRO 42.86675 -79.57433
## 4619 2016_108 0 3 0.00000000 GRW 42.21902 -83.13803
## 4620 2016_108 0 3 0.00000000 HBB 43.18202 -82.12013
## 4621 2016_108 0 3 0.00000000 IGN 45.85712 -84.66344
## 4622 2016_108 0 3 0.00000000 JHN 42.49869 -82.47186
## 4623 2016_108 0 3 0.00000000 LEX 43.24039 -82.44801
## 4624 2016_108 0 3 0.00000000 LGR 42.85280 -79.57850
## 4625 2016_108 0 3 0.00000000 LKS 42.80973 -78.86965
## 4626 2016_108 0 3 0.00000000 LPL 42.49900 -79.99068
## 4627 2016_108 0 3 0.00000000 LSC 42.46868 -82.72897
## 4628 2016_108 0 3 0.00000000 MCK 45.80401 -84.76414
## 4629 2016_108 0 3 0.00000000 MGE 42.82680 -82.47572
## 4630 2016_108 0 3 0.00000000 MGW 42.82710 -82.48243
## 4631 2016_108 0 3 0.00000000 NSA 42.51040 -79.29858
## 4632 2016_108 0 3 0.00000000 OSC 44.45150 -83.23010
## 4633 2016_108 0 3 0.00000000 PRS 45.33398 -83.45836
## 4634 2016_108 0 3 0.00000000 SBI 44.09034 -83.38077
## 4635 2016_108 0 3 0.00000000 SBO 44.14804 -83.27514
## 4636 2016_108 0 3 0.00000000 SCL 42.61865 -82.62531
## 4637 2016_108 0 3 0.00000000 SCM 42.77434 -82.47131
## 4638 2016_108 0 3 0.00000000 SCU 43.00888 -82.41459
## 4639 2016_108 0 3 0.00000000 SGR 43.61235 -83.86096
## 4640 2016_108 0 3 0.00000000 STE 42.88137 -82.46010
## 4641 2016_108 0 3 0.00000000 STU 42.76981 -79.07225
## 4642 2016_108 0 3 0.00000000 STW 42.88503 -82.47285
## 4643 2016_108 0 3 0.00000000 THB 44.95015 -83.29780
## 4644 2016_108 0 3 0.00000000 WLW 42.64384 -82.50991
## 4645 2016_109 0 10 0.00000000 BBW 45.77582 -84.61310
## 4646 2016_109 0 10 0.00000000 BFR 42.86173 -78.84803
## 4647 2016_109 0 10 0.00000000 BHE 42.87251 -78.91030
## 4648 2016_109 0 10 0.00000000 BIN 42.34490 -82.99053
## 4649 2016_109 0 10 0.00000000 BLE 42.71809 -82.49722
## 4650 2016_109 0 10 0.00000000 BLK 42.99111 -82.44659
## 4651 2016_109 0 10 0.00000000 CHN 42.61033 -82.47659
## 4652 2016_109 1 10 0.10000000 DRF 42.21756 -83.12886
## 4653 2016_109 2 10 0.20000000 DRL 42.08274 -83.11846
## 4654 2016_109 3 10 0.30000000 DRU 42.35483 -82.93436
## 4655 2016_109 0 10 0.00000000 DUN 42.50212 -79.35815
## 4656 2016_109 1 10 0.10000000 FIC 42.23223 -83.10903
## 4657 2016_109 0 10 0.00000000 FWE 42.69823 -82.48843
## 4658 2016_109 1 10 0.10000000 FWW 42.70022 -82.49789
## 4659 2016_109 0 10 0.00000000 GBD 43.33332 -81.78406
## 4660 2016_109 0 10 0.00000000 GRE 42.22389 -83.12938
## 4661 2016_109 0 10 0.00000000 GRO 42.86675 -79.57433
## 4662 2016_109 0 10 0.00000000 GRW 42.21902 -83.13803
## 4663 2016_109 0 10 0.00000000 HBB 43.18202 -82.12013
## 4664 2016_109 0 10 0.00000000 IGN 45.85712 -84.66344
## 4665 2016_109 0 10 0.00000000 JHN 42.49869 -82.47186
## 4666 2016_109 0 10 0.00000000 LEX 43.24039 -82.44801
## 4667 2016_109 0 10 0.00000000 LGR 42.85280 -79.57850
## 4668 2016_109 0 10 0.00000000 LKS 42.80973 -78.86965
## 4669 2016_109 0 10 0.00000000 LPL 42.49900 -79.99068
## 4670 2016_109 1 10 0.10000000 LSC 42.46868 -82.72897
## 4671 2016_109 0 10 0.00000000 MCK 45.80401 -84.76414
## 4672 2016_109 2 10 0.20000000 MGE 42.82680 -82.47572
## 4673 2016_109 1 10 0.10000000 MGW 42.82710 -82.48243
## 4674 2016_109 0 10 0.00000000 NSA 42.51040 -79.29858
## 4675 2016_109 0 10 0.00000000 OSC 44.45150 -83.23010
## 4676 2016_109 0 10 0.00000000 PRS 45.33398 -83.45836
## 4677 2016_109 0 10 0.00000000 SBI 44.09034 -83.38077
## 4678 2016_109 0 10 0.00000000 SBO 44.14804 -83.27514
## 4679 2016_109 1 10 0.10000000 SCL 42.61865 -82.62531
## 4680 2016_109 1 10 0.10000000 SCM 42.77434 -82.47131
## 4681 2016_109 0 10 0.00000000 SCU 43.00888 -82.41459
## 4682 2016_109 0 10 0.00000000 SGR 43.61235 -83.86096
## 4683 2016_109 0 10 0.00000000 STE 42.88137 -82.46010
## 4684 2016_109 0 10 0.00000000 STU 42.76981 -79.07225
## 4685 2016_109 0 10 0.00000000 STW 42.88503 -82.47285
## 4686 2016_109 0 10 0.00000000 THB 44.95015 -83.29780
## 4687 2016_109 1 10 0.10000000 WLW 42.64384 -82.50991
## 4688 2016_110 0 21 0.00000000 BBW 45.77582 -84.61310
## 4689 2016_110 0 21 0.00000000 BFR 42.86173 -78.84803
## 4690 2016_110 0 21 0.00000000 BHE 42.87251 -78.91030
## 4691 2016_110 1 21 0.04761905 BIN 42.34490 -82.99053
## 4692 2016_110 0 21 0.00000000 BLE 42.71809 -82.49722
## 4693 2016_110 0 21 0.00000000 BLK 42.99111 -82.44659
## 4694 2016_110 0 21 0.00000000 CHN 42.61033 -82.47659
## 4695 2016_110 1 21 0.04761905 DRF 42.21756 -83.12886
## 4696 2016_110 2 21 0.09523810 DRL 42.08274 -83.11846
## 4697 2016_110 1 21 0.04761905 DRU 42.35483 -82.93436
## 4698 2016_110 0 21 0.00000000 DUN 42.50212 -79.35815
## 4699 2016_110 0 21 0.00000000 FIC 42.23223 -83.10903
## 4700 2016_110 6 21 0.28571429 FWE 42.69823 -82.48843
## 4701 2016_110 1 21 0.04761905 FWW 42.70022 -82.49789
## 4702 2016_110 0 21 0.00000000 GBD 43.33332 -81.78406
## 4703 2016_110 1 21 0.04761905 GRE 42.22389 -83.12938
## 4704 2016_110 0 21 0.00000000 GRO 42.86675 -79.57433
## 4705 2016_110 0 21 0.00000000 GRW 42.21902 -83.13803
## 4706 2016_110 0 21 0.00000000 HBB 43.18202 -82.12013
## 4707 2016_110 0 21 0.00000000 IGN 45.85712 -84.66344
## 4708 2016_110 0 21 0.00000000 JHN 42.49869 -82.47186
## 4709 2016_110 0 21 0.00000000 LEX 43.24039 -82.44801
## 4710 2016_110 0 21 0.00000000 LGR 42.85280 -79.57850
## 4711 2016_110 0 21 0.00000000 LKS 42.80973 -78.86965
## 4712 2016_110 0 21 0.00000000 LPL 42.49900 -79.99068
## 4713 2016_110 2 21 0.09523810 LSC 42.46868 -82.72897
## 4714 2016_110 0 21 0.00000000 MCK 45.80401 -84.76414
## 4715 2016_110 0 21 0.00000000 MGE 42.82680 -82.47572
## 4716 2016_110 0 21 0.00000000 MGW 42.82710 -82.48243
## 4717 2016_110 0 21 0.00000000 NSA 42.51040 -79.29858
## 4718 2016_110 0 21 0.00000000 OSC 44.45150 -83.23010
## 4719 2016_110 0 21 0.00000000 PRS 45.33398 -83.45836
## 4720 2016_110 0 21 0.00000000 SBI 44.09034 -83.38077
## 4721 2016_110 0 21 0.00000000 SBO 44.14804 -83.27514
## 4722 2016_110 11 21 0.52380952 SCL 42.61865 -82.62531
## 4723 2016_110 0 21 0.00000000 SCM 42.77434 -82.47131
## 4724 2016_110 0 21 0.00000000 SCU 43.00888 -82.41459
## 4725 2016_110 0 21 0.00000000 SGR 43.61235 -83.86096
## 4726 2016_110 0 21 0.00000000 STE 42.88137 -82.46010
## 4727 2016_110 0 21 0.00000000 STU 42.76981 -79.07225
## 4728 2016_110 0 21 0.00000000 STW 42.88503 -82.47285
## 4729 2016_110 0 21 0.00000000 THB 44.95015 -83.29780
## 4730 2016_110 2 21 0.09523810 WLW 42.64384 -82.50991
## 4731 2016_111 0 2 0.00000000 BBW 45.77582 -84.61310
## 4732 2016_111 0 2 0.00000000 BFR 42.86173 -78.84803
## 4733 2016_111 0 2 0.00000000 BHE 42.87251 -78.91030
## 4734 2016_111 1 2 0.50000000 BIN 42.34490 -82.99053
## 4735 2016_111 0 2 0.00000000 BLE 42.71809 -82.49722
## 4736 2016_111 0 2 0.00000000 BLK 42.99111 -82.44659
## 4737 2016_111 0 2 0.00000000 CHN 42.61033 -82.47659
## 4738 2016_111 1 2 0.50000000 DRF 42.21756 -83.12886
## 4739 2016_111 1 2 0.50000000 DRL 42.08274 -83.11846
## 4740 2016_111 1 2 0.50000000 DRU 42.35483 -82.93436
## 4741 2016_111 0 2 0.00000000 DUN 42.50212 -79.35815
## 4742 2016_111 1 2 0.50000000 FIC 42.23223 -83.10903
## 4743 2016_111 0 2 0.00000000 FWE 42.69823 -82.48843
## 4744 2016_111 0 2 0.00000000 FWW 42.70022 -82.49789
## 4745 2016_111 0 2 0.00000000 GBD 43.33332 -81.78406
## 4746 2016_111 0 2 0.00000000 GRE 42.22389 -83.12938
## 4747 2016_111 0 2 0.00000000 GRO 42.86675 -79.57433
## 4748 2016_111 0 2 0.00000000 GRW 42.21902 -83.13803
## 4749 2016_111 0 2 0.00000000 HBB 43.18202 -82.12013
## 4750 2016_111 0 2 0.00000000 IGN 45.85712 -84.66344
## 4751 2016_111 0 2 0.00000000 JHN 42.49869 -82.47186
## 4752 2016_111 0 2 0.00000000 LEX 43.24039 -82.44801
## 4753 2016_111 0 2 0.00000000 LGR 42.85280 -79.57850
## 4754 2016_111 0 2 0.00000000 LKS 42.80973 -78.86965
## 4755 2016_111 0 2 0.00000000 LPL 42.49900 -79.99068
## 4756 2016_111 0 2 0.00000000 LSC 42.46868 -82.72897
## 4757 2016_111 0 2 0.00000000 MCK 45.80401 -84.76414
## 4758 2016_111 0 2 0.00000000 MGE 42.82680 -82.47572
## 4759 2016_111 0 2 0.00000000 MGW 42.82710 -82.48243
## 4760 2016_111 0 2 0.00000000 NSA 42.51040 -79.29858
## 4761 2016_111 0 2 0.00000000 OSC 44.45150 -83.23010
## 4762 2016_111 0 2 0.00000000 PRS 45.33398 -83.45836
## 4763 2016_111 0 2 0.00000000 SBI 44.09034 -83.38077
## 4764 2016_111 0 2 0.00000000 SBO 44.14804 -83.27514
## 4765 2016_111 0 2 0.00000000 SCL 42.61865 -82.62531
## 4766 2016_111 0 2 0.00000000 SCM 42.77434 -82.47131
## 4767 2016_111 0 2 0.00000000 SCU 43.00888 -82.41459
## 4768 2016_111 0 2 0.00000000 SGR 43.61235 -83.86096
## 4769 2016_111 0 2 0.00000000 STE 42.88137 -82.46010
## 4770 2016_111 0 2 0.00000000 STU 42.76981 -79.07225
## 4771 2016_111 0 2 0.00000000 STW 42.88503 -82.47285
## 4772 2016_111 0 2 0.00000000 THB 44.95015 -83.29780
## 4773 2016_111 0 2 0.00000000 WLW 42.64384 -82.50991
## 4774 2016_112 0 5 0.00000000 BBW 45.77582 -84.61310
## 4775 2016_112 0 5 0.00000000 BFR 42.86173 -78.84803
## 4776 2016_112 0 5 0.00000000 BHE 42.87251 -78.91030
## 4777 2016_112 1 5 0.20000000 BIN 42.34490 -82.99053
## 4778 2016_112 1 5 0.20000000 BLE 42.71809 -82.49722
## 4779 2016_112 0 5 0.00000000 BLK 42.99111 -82.44659
## 4780 2016_112 0 5 0.00000000 CHN 42.61033 -82.47659
## 4781 2016_112 1 5 0.20000000 DRF 42.21756 -83.12886
## 4782 2016_112 2 5 0.40000000 DRL 42.08274 -83.11846
## 4783 2016_112 1 5 0.20000000 DRU 42.35483 -82.93436
## 4784 2016_112 0 5 0.00000000 DUN 42.50212 -79.35815
## 4785 2016_112 0 5 0.00000000 FIC 42.23223 -83.10903
## 4786 2016_112 0 5 0.00000000 FWE 42.69823 -82.48843
## 4787 2016_112 1 5 0.20000000 FWW 42.70022 -82.49789
## 4788 2016_112 0 5 0.00000000 GBD 43.33332 -81.78406
## 4789 2016_112 1 5 0.20000000 GRE 42.22389 -83.12938
## 4790 2016_112 0 5 0.00000000 GRO 42.86675 -79.57433
## 4791 2016_112 0 5 0.00000000 GRW 42.21902 -83.13803
## 4792 2016_112 0 5 0.00000000 HBB 43.18202 -82.12013
## 4793 2016_112 0 5 0.00000000 IGN 45.85712 -84.66344
## 4794 2016_112 0 5 0.00000000 JHN 42.49869 -82.47186
## 4795 2016_112 0 5 0.00000000 LEX 43.24039 -82.44801
## 4796 2016_112 0 5 0.00000000 LGR 42.85280 -79.57850
## 4797 2016_112 0 5 0.00000000 LKS 42.80973 -78.86965
## 4798 2016_112 0 5 0.00000000 LPL 42.49900 -79.99068
## 4799 2016_112 0 5 0.00000000 LSC 42.46868 -82.72897
## 4800 2016_112 0 5 0.00000000 MCK 45.80401 -84.76414
## 4801 2016_112 0 5 0.00000000 MGE 42.82680 -82.47572
## 4802 2016_112 0 5 0.00000000 MGW 42.82710 -82.48243
## 4803 2016_112 0 5 0.00000000 NSA 42.51040 -79.29858
## 4804 2016_112 0 5 0.00000000 OSC 44.45150 -83.23010
## 4805 2016_112 0 5 0.00000000 PRS 45.33398 -83.45836
## 4806 2016_112 0 5 0.00000000 SBI 44.09034 -83.38077
## 4807 2016_112 0 5 0.00000000 SBO 44.14804 -83.27514
## 4808 2016_112 2 5 0.40000000 SCL 42.61865 -82.62531
## 4809 2016_112 0 5 0.00000000 SCM 42.77434 -82.47131
## 4810 2016_112 0 5 0.00000000 SCU 43.00888 -82.41459
## 4811 2016_112 0 5 0.00000000 SGR 43.61235 -83.86096
## 4812 2016_112 0 5 0.00000000 STE 42.88137 -82.46010
## 4813 2016_112 0 5 0.00000000 STU 42.76981 -79.07225
## 4814 2016_112 0 5 0.00000000 STW 42.88503 -82.47285
## 4815 2016_112 0 5 0.00000000 THB 44.95015 -83.29780
## 4816 2016_112 1 5 0.20000000 WLW 42.64384 -82.50991
## 4817 2016_113 0 15 0.00000000 BBW 45.77582 -84.61310
## 4818 2016_113 0 15 0.00000000 BFR 42.86173 -78.84803
## 4819 2016_113 0 15 0.00000000 BHE 42.87251 -78.91030
## 4820 2016_113 1 15 0.06666667 BIN 42.34490 -82.99053
## 4821 2016_113 0 15 0.00000000 BLE 42.71809 -82.49722
## 4822 2016_113 0 15 0.00000000 BLK 42.99111 -82.44659
## 4823 2016_113 0 15 0.00000000 CHN 42.61033 -82.47659
## 4824 2016_113 1 15 0.06666667 DRF 42.21756 -83.12886
## 4825 2016_113 1 15 0.06666667 DRL 42.08274 -83.11846
## 4826 2016_113 1 15 0.06666667 DRU 42.35483 -82.93436
## 4827 2016_113 0 15 0.00000000 DUN 42.50212 -79.35815
## 4828 2016_113 0 15 0.00000000 FIC 42.23223 -83.10903
## 4829 2016_113 0 15 0.00000000 FWE 42.69823 -82.48843
## 4830 2016_113 0 15 0.00000000 FWW 42.70022 -82.49789
## 4831 2016_113 0 15 0.00000000 GBD 43.33332 -81.78406
## 4832 2016_113 1 15 0.06666667 GRE 42.22389 -83.12938
## 4833 2016_113 0 15 0.00000000 GRO 42.86675 -79.57433
## 4834 2016_113 0 15 0.00000000 GRW 42.21902 -83.13803
## 4835 2016_113 0 15 0.00000000 HBB 43.18202 -82.12013
## 4836 2016_113 0 15 0.00000000 IGN 45.85712 -84.66344
## 4837 2016_113 0 15 0.00000000 JHN 42.49869 -82.47186
## 4838 2016_113 0 15 0.00000000 LEX 43.24039 -82.44801
## 4839 2016_113 0 15 0.00000000 LGR 42.85280 -79.57850
## 4840 2016_113 0 15 0.00000000 LKS 42.80973 -78.86965
## 4841 2016_113 0 15 0.00000000 LPL 42.49900 -79.99068
## 4842 2016_113 0 15 0.00000000 LSC 42.46868 -82.72897
## 4843 2016_113 0 15 0.00000000 MCK 45.80401 -84.76414
## 4844 2016_113 0 15 0.00000000 MGE 42.82680 -82.47572
## 4845 2016_113 0 15 0.00000000 MGW 42.82710 -82.48243
## 4846 2016_113 0 15 0.00000000 NSA 42.51040 -79.29858
## 4847 2016_113 0 15 0.00000000 OSC 44.45150 -83.23010
## 4848 2016_113 0 15 0.00000000 PRS 45.33398 -83.45836
## 4849 2016_113 0 15 0.00000000 SBI 44.09034 -83.38077
## 4850 2016_113 0 15 0.00000000 SBO 44.14804 -83.27514
## 4851 2016_113 9 15 0.60000000 SCL 42.61865 -82.62531
## 4852 2016_113 0 15 0.00000000 SCM 42.77434 -82.47131
## 4853 2016_113 0 15 0.00000000 SCU 43.00888 -82.41459
## 4854 2016_113 0 15 0.00000000 SGR 43.61235 -83.86096
## 4855 2016_113 0 15 0.00000000 STE 42.88137 -82.46010
## 4856 2016_113 0 15 0.00000000 STU 42.76981 -79.07225
## 4857 2016_113 0 15 0.00000000 STW 42.88503 -82.47285
## 4858 2016_113 0 15 0.00000000 THB 44.95015 -83.29780
## 4859 2016_113 6 15 0.40000000 WLW 42.64384 -82.50991
## 4860 2016_114 0 10 0.00000000 BBW 45.77582 -84.61310
## 4861 2016_114 0 10 0.00000000 BFR 42.86173 -78.84803
## 4862 2016_114 0 10 0.00000000 BHE 42.87251 -78.91030
## 4863 2016_114 0 10 0.00000000 BIN 42.34490 -82.99053
## 4864 2016_114 0 10 0.00000000 BLE 42.71809 -82.49722
## 4865 2016_114 0 10 0.00000000 BLK 42.99111 -82.44659
## 4866 2016_114 0 10 0.00000000 CHN 42.61033 -82.47659
## 4867 2016_114 2 10 0.20000000 DRF 42.21756 -83.12886
## 4868 2016_114 3 10 0.30000000 DRL 42.08274 -83.11846
## 4869 2016_114 1 10 0.10000000 DRU 42.35483 -82.93436
## 4870 2016_114 0 10 0.00000000 DUN 42.50212 -79.35815
## 4871 2016_114 0 10 0.00000000 FIC 42.23223 -83.10903
## 4872 2016_114 0 10 0.00000000 FWE 42.69823 -82.48843
## 4873 2016_114 1 10 0.10000000 FWW 42.70022 -82.49789
## 4874 2016_114 0 10 0.00000000 GBD 43.33332 -81.78406
## 4875 2016_114 1 10 0.10000000 GRE 42.22389 -83.12938
## 4876 2016_114 0 10 0.00000000 GRO 42.86675 -79.57433
## 4877 2016_114 0 10 0.00000000 GRW 42.21902 -83.13803
## 4878 2016_114 0 10 0.00000000 HBB 43.18202 -82.12013
## 4879 2016_114 0 10 0.00000000 IGN 45.85712 -84.66344
## 4880 2016_114 0 10 0.00000000 JHN 42.49869 -82.47186
## 4881 2016_114 2 10 0.20000000 LEX 43.24039 -82.44801
## 4882 2016_114 0 10 0.00000000 LGR 42.85280 -79.57850
## 4883 2016_114 0 10 0.00000000 LKS 42.80973 -78.86965
## 4884 2016_114 0 10 0.00000000 LPL 42.49900 -79.99068
## 4885 2016_114 0 10 0.00000000 LSC 42.46868 -82.72897
## 4886 2016_114 0 10 0.00000000 MCK 45.80401 -84.76414
## 4887 2016_114 1 10 0.10000000 MGE 42.82680 -82.47572
## 4888 2016_114 0 10 0.00000000 MGW 42.82710 -82.48243
## 4889 2016_114 0 10 0.00000000 NSA 42.51040 -79.29858
## 4890 2016_114 0 10 0.00000000 OSC 44.45150 -83.23010
## 4891 2016_114 0 10 0.00000000 PRS 45.33398 -83.45836
## 4892 2016_114 0 10 0.00000000 SBI 44.09034 -83.38077
## 4893 2016_114 0 10 0.00000000 SBO 44.14804 -83.27514
## 4894 2016_114 1 10 0.10000000 SCL 42.61865 -82.62531
## 4895 2016_114 1 10 0.10000000 SCM 42.77434 -82.47131
## 4896 2016_114 1 10 0.10000000 SCU 43.00888 -82.41459
## 4897 2016_114 0 10 0.00000000 SGR 43.61235 -83.86096
## 4898 2016_114 1 10 0.10000000 STE 42.88137 -82.46010
## 4899 2016_114 0 10 0.00000000 STU 42.76981 -79.07225
## 4900 2016_114 0 10 0.00000000 STW 42.88503 -82.47285
## 4901 2016_114 0 10 0.00000000 THB 44.95015 -83.29780
## 4902 2016_114 0 10 0.00000000 WLW 42.64384 -82.50991
## 4903 2016_115 0 8 0.00000000 BBW 45.77582 -84.61310
## 4904 2016_115 0 8 0.00000000 BFR 42.86173 -78.84803
## 4905 2016_115 0 8 0.00000000 BHE 42.87251 -78.91030
## 4906 2016_115 0 8 0.00000000 BIN 42.34490 -82.99053
## 4907 2016_115 0 8 0.00000000 BLE 42.71809 -82.49722
## 4908 2016_115 0 8 0.00000000 BLK 42.99111 -82.44659
## 4909 2016_115 0 8 0.00000000 CHN 42.61033 -82.47659
## 4910 2016_115 1 8 0.12500000 DRF 42.21756 -83.12886
## 4911 2016_115 2 8 0.25000000 DRL 42.08274 -83.11846
## 4912 2016_115 1 8 0.12500000 DRU 42.35483 -82.93436
## 4913 2016_115 0 8 0.00000000 DUN 42.50212 -79.35815
## 4914 2016_115 0 8 0.00000000 FIC 42.23223 -83.10903
## 4915 2016_115 1 8 0.12500000 FWE 42.69823 -82.48843
## 4916 2016_115 0 8 0.00000000 FWW 42.70022 -82.49789
## 4917 2016_115 0 8 0.00000000 GBD 43.33332 -81.78406
## 4918 2016_115 1 8 0.12500000 GRE 42.22389 -83.12938
## 4919 2016_115 0 8 0.00000000 GRO 42.86675 -79.57433
## 4920 2016_115 0 8 0.00000000 GRW 42.21902 -83.13803
## 4921 2016_115 0 8 0.00000000 HBB 43.18202 -82.12013
## 4922 2016_115 0 8 0.00000000 IGN 45.85712 -84.66344
## 4923 2016_115 0 8 0.00000000 JHN 42.49869 -82.47186
## 4924 2016_115 1 8 0.12500000 LEX 43.24039 -82.44801
## 4925 2016_115 0 8 0.00000000 LGR 42.85280 -79.57850
## 4926 2016_115 0 8 0.00000000 LKS 42.80973 -78.86965
## 4927 2016_115 0 8 0.00000000 LPL 42.49900 -79.99068
## 4928 2016_115 1 8 0.12500000 LSC 42.46868 -82.72897
## 4929 2016_115 0 8 0.00000000 MCK 45.80401 -84.76414
## 4930 2016_115 1 8 0.12500000 MGE 42.82680 -82.47572
## 4931 2016_115 0 8 0.00000000 MGW 42.82710 -82.48243
## 4932 2016_115 0 8 0.00000000 NSA 42.51040 -79.29858
## 4933 2016_115 0 8 0.00000000 OSC 44.45150 -83.23010
## 4934 2016_115 0 8 0.00000000 PRS 45.33398 -83.45836
## 4935 2016_115 1 8 0.12500000 SBI 44.09034 -83.38077
## 4936 2016_115 1 8 0.12500000 SBO 44.14804 -83.27514
## 4937 2016_115 1 8 0.12500000 SCL 42.61865 -82.62531
## 4938 2016_115 1 8 0.12500000 SCM 42.77434 -82.47131
## 4939 2016_115 2 8 0.25000000 SCU 43.00888 -82.41459
## 4940 2016_115 0 8 0.00000000 SGR 43.61235 -83.86096
## 4941 2016_115 0 8 0.00000000 STE 42.88137 -82.46010
## 4942 2016_115 0 8 0.00000000 STU 42.76981 -79.07225
## 4943 2016_115 1 8 0.12500000 STW 42.88503 -82.47285
## 4944 2016_115 0 8 0.00000000 THB 44.95015 -83.29780
## 4945 2016_115 1 8 0.12500000 WLW 42.64384 -82.50991
## 4946 2016_116 0 4 0.00000000 BBW 45.77582 -84.61310
## 4947 2016_116 0 4 0.00000000 BFR 42.86173 -78.84803
## 4948 2016_116 0 4 0.00000000 BHE 42.87251 -78.91030
## 4949 2016_116 0 4 0.00000000 BIN 42.34490 -82.99053
## 4950 2016_116 0 4 0.00000000 BLE 42.71809 -82.49722
## 4951 2016_116 0 4 0.00000000 BLK 42.99111 -82.44659
## 4952 2016_116 0 4 0.00000000 CHN 42.61033 -82.47659
## 4953 2016_116 1 4 0.25000000 DRF 42.21756 -83.12886
## 4954 2016_116 2 4 0.50000000 DRL 42.08274 -83.11846
## 4955 2016_116 2 4 0.50000000 DRU 42.35483 -82.93436
## 4956 2016_116 0 4 0.00000000 DUN 42.50212 -79.35815
## 4957 2016_116 1 4 0.25000000 FIC 42.23223 -83.10903
## 4958 2016_116 0 4 0.00000000 FWE 42.69823 -82.48843
## 4959 2016_116 0 4 0.00000000 FWW 42.70022 -82.49789
## 4960 2016_116 0 4 0.00000000 GBD 43.33332 -81.78406
## 4961 2016_116 0 4 0.00000000 GRE 42.22389 -83.12938
## 4962 2016_116 0 4 0.00000000 GRO 42.86675 -79.57433
## 4963 2016_116 0 4 0.00000000 GRW 42.21902 -83.13803
## 4964 2016_116 0 4 0.00000000 HBB 43.18202 -82.12013
## 4965 2016_116 0 4 0.00000000 IGN 45.85712 -84.66344
## 4966 2016_116 0 4 0.00000000 JHN 42.49869 -82.47186
## 4967 2016_116 0 4 0.00000000 LEX 43.24039 -82.44801
## 4968 2016_116 0 4 0.00000000 LGR 42.85280 -79.57850
## 4969 2016_116 0 4 0.00000000 LKS 42.80973 -78.86965
## 4970 2016_116 0 4 0.00000000 LPL 42.49900 -79.99068
## 4971 2016_116 1 4 0.25000000 LSC 42.46868 -82.72897
## 4972 2016_116 0 4 0.00000000 MCK 45.80401 -84.76414
## 4973 2016_116 0 4 0.00000000 MGE 42.82680 -82.47572
## 4974 2016_116 0 4 0.00000000 MGW 42.82710 -82.48243
## 4975 2016_116 0 4 0.00000000 NSA 42.51040 -79.29858
## 4976 2016_116 0 4 0.00000000 OSC 44.45150 -83.23010
## 4977 2016_116 0 4 0.00000000 PRS 45.33398 -83.45836
## 4978 2016_116 0 4 0.00000000 SBI 44.09034 -83.38077
## 4979 2016_116 0 4 0.00000000 SBO 44.14804 -83.27514
## 4980 2016_116 0 4 0.00000000 SCL 42.61865 -82.62531
## 4981 2016_116 0 4 0.00000000 SCM 42.77434 -82.47131
## 4982 2016_116 0 4 0.00000000 SCU 43.00888 -82.41459
## 4983 2016_116 0 4 0.00000000 SGR 43.61235 -83.86096
## 4984 2016_116 0 4 0.00000000 STE 42.88137 -82.46010
## 4985 2016_116 0 4 0.00000000 STU 42.76981 -79.07225
## 4986 2016_116 0 4 0.00000000 STW 42.88503 -82.47285
## 4987 2016_116 0 4 0.00000000 THB 44.95015 -83.29780
## 4988 2016_116 0 4 0.00000000 WLW 42.64384 -82.50991
## 4989 2016_117 0 7 0.00000000 BBW 45.77582 -84.61310
## 4990 2016_117 0 7 0.00000000 BFR 42.86173 -78.84803
## 4991 2016_117 0 7 0.00000000 BHE 42.87251 -78.91030
## 4992 2016_117 0 7 0.00000000 BIN 42.34490 -82.99053
## 4993 2016_117 0 7 0.00000000 BLE 42.71809 -82.49722
## 4994 2016_117 0 7 0.00000000 BLK 42.99111 -82.44659
## 4995 2016_117 0 7 0.00000000 CHN 42.61033 -82.47659
## 4996 2016_117 1 7 0.14285714 DRF 42.21756 -83.12886
## 4997 2016_117 1 7 0.14285714 DRL 42.08274 -83.11846
## 4998 2016_117 1 7 0.14285714 DRU 42.35483 -82.93436
## 4999 2016_117 0 7 0.00000000 DUN 42.50212 -79.35815
## 5000 2016_117 0 7 0.00000000 FIC 42.23223 -83.10903
## 5001 2016_117 0 7 0.00000000 FWE 42.69823 -82.48843
## 5002 2016_117 0 7 0.00000000 FWW 42.70022 -82.49789
## 5003 2016_117 0 7 0.00000000 GBD 43.33332 -81.78406
## 5004 2016_117 1 7 0.14285714 GRE 42.22389 -83.12938
## 5005 2016_117 0 7 0.00000000 GRO 42.86675 -79.57433
## 5006 2016_117 0 7 0.00000000 GRW 42.21902 -83.13803
## 5007 2016_117 0 7 0.00000000 HBB 43.18202 -82.12013
## 5008 2016_117 0 7 0.00000000 IGN 45.85712 -84.66344
## 5009 2016_117 0 7 0.00000000 JHN 42.49869 -82.47186
## 5010 2016_117 0 7 0.00000000 LEX 43.24039 -82.44801
## 5011 2016_117 0 7 0.00000000 LGR 42.85280 -79.57850
## 5012 2016_117 0 7 0.00000000 LKS 42.80973 -78.86965
## 5013 2016_117 0 7 0.00000000 LPL 42.49900 -79.99068
## 5014 2016_117 4 7 0.57142857 LSC 42.46868 -82.72897
## 5015 2016_117 0 7 0.00000000 MCK 45.80401 -84.76414
## 5016 2016_117 0 7 0.00000000 MGE 42.82680 -82.47572
## 5017 2016_117 0 7 0.00000000 MGW 42.82710 -82.48243
## 5018 2016_117 0 7 0.00000000 NSA 42.51040 -79.29858
## 5019 2016_117 0 7 0.00000000 OSC 44.45150 -83.23010
## 5020 2016_117 0 7 0.00000000 PRS 45.33398 -83.45836
## 5021 2016_117 0 7 0.00000000 SBI 44.09034 -83.38077
## 5022 2016_117 0 7 0.00000000 SBO 44.14804 -83.27514
## 5023 2016_117 0 7 0.00000000 SCL 42.61865 -82.62531
## 5024 2016_117 0 7 0.00000000 SCM 42.77434 -82.47131
## 5025 2016_117 0 7 0.00000000 SCU 43.00888 -82.41459
## 5026 2016_117 0 7 0.00000000 SGR 43.61235 -83.86096
## 5027 2016_117 0 7 0.00000000 STE 42.88137 -82.46010
## 5028 2016_117 0 7 0.00000000 STU 42.76981 -79.07225
## 5029 2016_117 0 7 0.00000000 STW 42.88503 -82.47285
## 5030 2016_117 0 7 0.00000000 THB 44.95015 -83.29780
## 5031 2016_117 0 7 0.00000000 WLW 42.64384 -82.50991
## 5032 2016_118 0 12 0.00000000 BBW 45.77582 -84.61310
## 5033 2016_118 0 12 0.00000000 BFR 42.86173 -78.84803
## 5034 2016_118 0 12 0.00000000 BHE 42.87251 -78.91030
## 5035 2016_118 0 12 0.00000000 BIN 42.34490 -82.99053
## 5036 2016_118 0 12 0.00000000 BLE 42.71809 -82.49722
## 5037 2016_118 0 12 0.00000000 BLK 42.99111 -82.44659
## 5038 2016_118 3 12 0.25000000 CHN 42.61033 -82.47659
## 5039 2016_118 2 12 0.16666667 DRF 42.21756 -83.12886
## 5040 2016_118 2 12 0.16666667 DRL 42.08274 -83.11846
## 5041 2016_118 2 12 0.16666667 DRU 42.35483 -82.93436
## 5042 2016_118 0 12 0.00000000 DUN 42.50212 -79.35815
## 5043 2016_118 0 12 0.00000000 FIC 42.23223 -83.10903
## 5044 2016_118 2 12 0.16666667 FWE 42.69823 -82.48843
## 5045 2016_118 1 12 0.08333333 FWW 42.70022 -82.49789
## 5046 2016_118 0 12 0.00000000 GBD 43.33332 -81.78406
## 5047 2016_118 1 12 0.08333333 GRE 42.22389 -83.12938
## 5048 2016_118 0 12 0.00000000 GRO 42.86675 -79.57433
## 5049 2016_118 0 12 0.00000000 GRW 42.21902 -83.13803
## 5050 2016_118 0 12 0.00000000 HBB 43.18202 -82.12013
## 5051 2016_118 0 12 0.00000000 IGN 45.85712 -84.66344
## 5052 2016_118 0 12 0.00000000 JHN 42.49869 -82.47186
## 5053 2016_118 0 12 0.00000000 LEX 43.24039 -82.44801
## 5054 2016_118 0 12 0.00000000 LGR 42.85280 -79.57850
## 5055 2016_118 0 12 0.00000000 LKS 42.80973 -78.86965
## 5056 2016_118 0 12 0.00000000 LPL 42.49900 -79.99068
## 5057 2016_118 2 12 0.16666667 LSC 42.46868 -82.72897
## 5058 2016_118 0 12 0.00000000 MCK 45.80401 -84.76414
## 5059 2016_118 0 12 0.00000000 MGE 42.82680 -82.47572
## 5060 2016_118 0 12 0.00000000 MGW 42.82710 -82.48243
## 5061 2016_118 0 12 0.00000000 NSA 42.51040 -79.29858
## 5062 2016_118 0 12 0.00000000 OSC 44.45150 -83.23010
## 5063 2016_118 0 12 0.00000000 PRS 45.33398 -83.45836
## 5064 2016_118 0 12 0.00000000 SBI 44.09034 -83.38077
## 5065 2016_118 0 12 0.00000000 SBO 44.14804 -83.27514
## 5066 2016_118 1 12 0.08333333 SCL 42.61865 -82.62531
## 5067 2016_118 0 12 0.00000000 SCM 42.77434 -82.47131
## 5068 2016_118 0 12 0.00000000 SCU 43.00888 -82.41459
## 5069 2016_118 0 12 0.00000000 SGR 43.61235 -83.86096
## 5070 2016_118 0 12 0.00000000 STE 42.88137 -82.46010
## 5071 2016_118 0 12 0.00000000 STU 42.76981 -79.07225
## 5072 2016_118 0 12 0.00000000 STW 42.88503 -82.47285
## 5073 2016_118 0 12 0.00000000 THB 44.95015 -83.29780
## 5074 2016_118 1 12 0.08333333 WLW 42.64384 -82.50991
## 5075 2016_119 1 15 0.06666667 BBW 45.77582 -84.61310
## 5076 2016_119 0 15 0.00000000 BFR 42.86173 -78.84803
## 5077 2016_119 0 15 0.00000000 BHE 42.87251 -78.91030
## 5078 2016_119 1 15 0.06666667 BIN 42.34490 -82.99053
## 5079 2016_119 0 15 0.00000000 BLE 42.71809 -82.49722
## 5080 2016_119 0 15 0.00000000 BLK 42.99111 -82.44659
## 5081 2016_119 0 15 0.00000000 CHN 42.61033 -82.47659
## 5082 2016_119 1 15 0.06666667 DRF 42.21756 -83.12886
## 5083 2016_119 2 15 0.13333333 DRL 42.08274 -83.11846
## 5084 2016_119 1 15 0.06666667 DRU 42.35483 -82.93436
## 5085 2016_119 0 15 0.00000000 DUN 42.50212 -79.35815
## 5086 2016_119 0 15 0.00000000 FIC 42.23223 -83.10903
## 5087 2016_119 1 15 0.06666667 FWE 42.69823 -82.48843
## 5088 2016_119 0 15 0.00000000 FWW 42.70022 -82.49789
## 5089 2016_119 0 15 0.00000000 GBD 43.33332 -81.78406
## 5090 2016_119 1 15 0.06666667 GRE 42.22389 -83.12938
## 5091 2016_119 0 15 0.00000000 GRO 42.86675 -79.57433
## 5092 2016_119 0 15 0.00000000 GRW 42.21902 -83.13803
## 5093 2016_119 0 15 0.00000000 HBB 43.18202 -82.12013
## 5094 2016_119 2 15 0.13333333 IGN 45.85712 -84.66344
## 5095 2016_119 0 15 0.00000000 JHN 42.49869 -82.47186
## 5096 2016_119 0 15 0.00000000 LEX 43.24039 -82.44801
## 5097 2016_119 0 15 0.00000000 LGR 42.85280 -79.57850
## 5098 2016_119 0 15 0.00000000 LKS 42.80973 -78.86965
## 5099 2016_119 0 15 0.00000000 LPL 42.49900 -79.99068
## 5100 2016_119 0 15 0.00000000 LSC 42.46868 -82.72897
## 5101 2016_119 2 15 0.13333333 MCK 45.80401 -84.76414
## 5102 2016_119 0 15 0.00000000 MGE 42.82680 -82.47572
## 5103 2016_119 1 15 0.06666667 MGW 42.82710 -82.48243
## 5104 2016_119 0 15 0.00000000 NSA 42.51040 -79.29858
## 5105 2016_119 0 15 0.00000000 OSC 44.45150 -83.23010
## 5106 2016_119 1 15 0.06666667 PRS 45.33398 -83.45836
## 5107 2016_119 0 15 0.00000000 SBI 44.09034 -83.38077
## 5108 2016_119 2 15 0.13333333 SBO 44.14804 -83.27514
## 5109 2016_119 2 15 0.13333333 SCL 42.61865 -82.62531
## 5110 2016_119 0 15 0.00000000 SCM 42.77434 -82.47131
## 5111 2016_119 2 15 0.13333333 SCU 43.00888 -82.41459
## 5112 2016_119 0 15 0.00000000 SGR 43.61235 -83.86096
## 5113 2016_119 0 15 0.00000000 STE 42.88137 -82.46010
## 5114 2016_119 0 15 0.00000000 STU 42.76981 -79.07225
## 5115 2016_119 1 15 0.06666667 STW 42.88503 -82.47285
## 5116 2016_119 1 15 0.06666667 THB 44.95015 -83.29780
## 5117 2016_119 1 15 0.06666667 WLW 42.64384 -82.50991
## 5118 2016_120 0 10 0.00000000 BBW 45.77582 -84.61310
## 5119 2016_120 0 10 0.00000000 BFR 42.86173 -78.84803
## 5120 2016_120 0 10 0.00000000 BHE 42.87251 -78.91030
## 5121 2016_120 0 10 0.00000000 BIN 42.34490 -82.99053
## 5122 2016_120 0 10 0.00000000 BLE 42.71809 -82.49722
## 5123 2016_120 0 10 0.00000000 BLK 42.99111 -82.44659
## 5124 2016_120 0 10 0.00000000 CHN 42.61033 -82.47659
## 5125 2016_120 1 10 0.10000000 DRF 42.21756 -83.12886
## 5126 2016_120 1 10 0.10000000 DRL 42.08274 -83.11846
## 5127 2016_120 3 10 0.30000000 DRU 42.35483 -82.93436
## 5128 2016_120 0 10 0.00000000 DUN 42.50212 -79.35815
## 5129 2016_120 1 10 0.10000000 FIC 42.23223 -83.10903
## 5130 2016_120 1 10 0.10000000 FWE 42.69823 -82.48843
## 5131 2016_120 0 10 0.00000000 FWW 42.70022 -82.49789
## 5132 2016_120 0 10 0.00000000 GBD 43.33332 -81.78406
## 5133 2016_120 1 10 0.10000000 GRE 42.22389 -83.12938
## 5134 2016_120 0 10 0.00000000 GRO 42.86675 -79.57433
## 5135 2016_120 0 10 0.00000000 GRW 42.21902 -83.13803
## 5136 2016_120 0 10 0.00000000 HBB 43.18202 -82.12013
## 5137 2016_120 0 10 0.00000000 IGN 45.85712 -84.66344
## 5138 2016_120 0 10 0.00000000 JHN 42.49869 -82.47186
## 5139 2016_120 0 10 0.00000000 LEX 43.24039 -82.44801
## 5140 2016_120 0 10 0.00000000 LGR 42.85280 -79.57850
## 5141 2016_120 0 10 0.00000000 LKS 42.80973 -78.86965
## 5142 2016_120 0 10 0.00000000 LPL 42.49900 -79.99068
## 5143 2016_120 0 10 0.00000000 LSC 42.46868 -82.72897
## 5144 2016_120 0 10 0.00000000 MCK 45.80401 -84.76414
## 5145 2016_120 1 10 0.10000000 MGE 42.82680 -82.47572
## 5146 2016_120 0 10 0.00000000 MGW 42.82710 -82.48243
## 5147 2016_120 0 10 0.00000000 NSA 42.51040 -79.29858
## 5148 2016_120 0 10 0.00000000 OSC 44.45150 -83.23010
## 5149 2016_120 0 10 0.00000000 PRS 45.33398 -83.45836
## 5150 2016_120 0 10 0.00000000 SBI 44.09034 -83.38077
## 5151 2016_120 0 10 0.00000000 SBO 44.14804 -83.27514
## 5152 2016_120 1 10 0.10000000 SCL 42.61865 -82.62531
## 5153 2016_120 1 10 0.10000000 SCM 42.77434 -82.47131
## 5154 2016_120 2 10 0.20000000 SCU 43.00888 -82.41459
## 5155 2016_120 0 10 0.00000000 SGR 43.61235 -83.86096
## 5156 2016_120 0 10 0.00000000 STE 42.88137 -82.46010
## 5157 2016_120 0 10 0.00000000 STU 42.76981 -79.07225
## 5158 2016_120 1 10 0.10000000 STW 42.88503 -82.47285
## 5159 2016_120 0 10 0.00000000 THB 44.95015 -83.29780
## 5160 2016_120 1 10 0.10000000 WLW 42.64384 -82.50991
## 5161 2016_121 0 14 0.00000000 BBW 45.77582 -84.61310
## 5162 2016_121 0 14 0.00000000 BFR 42.86173 -78.84803
## 5163 2016_121 0 14 0.00000000 BHE 42.87251 -78.91030
## 5164 2016_121 0 14 0.00000000 BIN 42.34490 -82.99053
## 5165 2016_121 0 14 0.00000000 BLE 42.71809 -82.49722
## 5166 2016_121 0 14 0.00000000 BLK 42.99111 -82.44659
## 5167 2016_121 0 14 0.00000000 CHN 42.61033 -82.47659
## 5168 2016_121 2 14 0.14285714 DRF 42.21756 -83.12886
## 5169 2016_121 2 14 0.14285714 DRL 42.08274 -83.11846
## 5170 2016_121 1 14 0.07142857 DRU 42.35483 -82.93436
## 5171 2016_121 0 14 0.00000000 DUN 42.50212 -79.35815
## 5172 2016_121 0 14 0.00000000 FIC 42.23223 -83.10903
## 5173 2016_121 2 14 0.14285714 FWE 42.69823 -82.48843
## 5174 2016_121 1 14 0.07142857 FWW 42.70022 -82.49789
## 5175 2016_121 0 14 0.00000000 GBD 43.33332 -81.78406
## 5176 2016_121 1 14 0.07142857 GRE 42.22389 -83.12938
## 5177 2016_121 0 14 0.00000000 GRO 42.86675 -79.57433
## 5178 2016_121 0 14 0.00000000 GRW 42.21902 -83.13803
## 5179 2016_121 0 14 0.00000000 HBB 43.18202 -82.12013
## 5180 2016_121 0 14 0.00000000 IGN 45.85712 -84.66344
## 5181 2016_121 0 14 0.00000000 JHN 42.49869 -82.47186
## 5182 2016_121 0 14 0.00000000 LEX 43.24039 -82.44801
## 5183 2016_121 0 14 0.00000000 LGR 42.85280 -79.57850
## 5184 2016_121 0 14 0.00000000 LKS 42.80973 -78.86965
## 5185 2016_121 0 14 0.00000000 LPL 42.49900 -79.99068
## 5186 2016_121 0 14 0.00000000 LSC 42.46868 -82.72897
## 5187 2016_121 0 14 0.00000000 MCK 45.80401 -84.76414
## 5188 2016_121 1 14 0.07142857 MGE 42.82680 -82.47572
## 5189 2016_121 2 14 0.14285714 MGW 42.82710 -82.48243
## 5190 2016_121 0 14 0.00000000 NSA 42.51040 -79.29858
## 5191 2016_121 0 14 0.00000000 OSC 44.45150 -83.23010
## 5192 2016_121 0 14 0.00000000 PRS 45.33398 -83.45836
## 5193 2016_121 0 14 0.00000000 SBI 44.09034 -83.38077
## 5194 2016_121 0 14 0.00000000 SBO 44.14804 -83.27514
## 5195 2016_121 2 14 0.14285714 SCL 42.61865 -82.62531
## 5196 2016_121 1 14 0.07142857 SCM 42.77434 -82.47131
## 5197 2016_121 0 14 0.00000000 SCU 43.00888 -82.41459
## 5198 2016_121 0 14 0.00000000 SGR 43.61235 -83.86096
## 5199 2016_121 0 14 0.00000000 STE 42.88137 -82.46010
## 5200 2016_121 0 14 0.00000000 STU 42.76981 -79.07225
## 5201 2016_121 2 14 0.14285714 STW 42.88503 -82.47285
## 5202 2016_121 0 14 0.00000000 THB 44.95015 -83.29780
## 5203 2016_121 3 14 0.21428571 WLW 42.64384 -82.50991
## 5204 2016_122 0 2 0.00000000 BBW 45.77582 -84.61310
## 5205 2016_122 0 2 0.00000000 BFR 42.86173 -78.84803
## 5206 2016_122 0 2 0.00000000 BHE 42.87251 -78.91030
## 5207 2016_122 1 2 0.50000000 BIN 42.34490 -82.99053
## 5208 2016_122 0 2 0.00000000 BLE 42.71809 -82.49722
## 5209 2016_122 0 2 0.00000000 BLK 42.99111 -82.44659
## 5210 2016_122 0 2 0.00000000 CHN 42.61033 -82.47659
## 5211 2016_122 1 2 0.50000000 DRF 42.21756 -83.12886
## 5212 2016_122 1 2 0.50000000 DRL 42.08274 -83.11846
## 5213 2016_122 1 2 0.50000000 DRU 42.35483 -82.93436
## 5214 2016_122 0 2 0.00000000 DUN 42.50212 -79.35815
## 5215 2016_122 0 2 0.00000000 FIC 42.23223 -83.10903
## 5216 2016_122 0 2 0.00000000 FWE 42.69823 -82.48843
## 5217 2016_122 0 2 0.00000000 FWW 42.70022 -82.49789
## 5218 2016_122 0 2 0.00000000 GBD 43.33332 -81.78406
## 5219 2016_122 1 2 0.50000000 GRE 42.22389 -83.12938
## 5220 2016_122 0 2 0.00000000 GRO 42.86675 -79.57433
## 5221 2016_122 0 2 0.00000000 GRW 42.21902 -83.13803
## 5222 2016_122 0 2 0.00000000 HBB 43.18202 -82.12013
## 5223 2016_122 0 2 0.00000000 IGN 45.85712 -84.66344
## 5224 2016_122 0 2 0.00000000 JHN 42.49869 -82.47186
## 5225 2016_122 0 2 0.00000000 LEX 43.24039 -82.44801
## 5226 2016_122 0 2 0.00000000 LGR 42.85280 -79.57850
## 5227 2016_122 0 2 0.00000000 LKS 42.80973 -78.86965
## 5228 2016_122 0 2 0.00000000 LPL 42.49900 -79.99068
## 5229 2016_122 0 2 0.00000000 LSC 42.46868 -82.72897
## 5230 2016_122 0 2 0.00000000 MCK 45.80401 -84.76414
## 5231 2016_122 0 2 0.00000000 MGE 42.82680 -82.47572
## 5232 2016_122 0 2 0.00000000 MGW 42.82710 -82.48243
## 5233 2016_122 0 2 0.00000000 NSA 42.51040 -79.29858
## 5234 2016_122 0 2 0.00000000 OSC 44.45150 -83.23010
## 5235 2016_122 0 2 0.00000000 PRS 45.33398 -83.45836
## 5236 2016_122 0 2 0.00000000 SBI 44.09034 -83.38077
## 5237 2016_122 0 2 0.00000000 SBO 44.14804 -83.27514
## 5238 2016_122 0 2 0.00000000 SCL 42.61865 -82.62531
## 5239 2016_122 0 2 0.00000000 SCM 42.77434 -82.47131
## 5240 2016_122 0 2 0.00000000 SCU 43.00888 -82.41459
## 5241 2016_122 0 2 0.00000000 SGR 43.61235 -83.86096
## 5242 2016_122 0 2 0.00000000 STE 42.88137 -82.46010
## 5243 2016_122 0 2 0.00000000 STU 42.76981 -79.07225
## 5244 2016_122 0 2 0.00000000 STW 42.88503 -82.47285
## 5245 2016_122 0 2 0.00000000 THB 44.95015 -83.29780
## 5246 2016_122 0 2 0.00000000 WLW 42.64384 -82.50991
## 5247 2016_123 0 7 0.00000000 BBW 45.77582 -84.61310
## 5248 2016_123 0 7 0.00000000 BFR 42.86173 -78.84803
## 5249 2016_123 0 7 0.00000000 BHE 42.87251 -78.91030
## 5250 2016_123 1 7 0.14285714 BIN 42.34490 -82.99053
## 5251 2016_123 0 7 0.00000000 BLE 42.71809 -82.49722
## 5252 2016_123 0 7 0.00000000 BLK 42.99111 -82.44659
## 5253 2016_123 0 7 0.00000000 CHN 42.61033 -82.47659
## 5254 2016_123 1 7 0.14285714 DRF 42.21756 -83.12886
## 5255 2016_123 2 7 0.28571429 DRL 42.08274 -83.11846
## 5256 2016_123 1 7 0.14285714 DRU 42.35483 -82.93436
## 5257 2016_123 0 7 0.00000000 DUN 42.50212 -79.35815
## 5258 2016_123 1 7 0.14285714 FIC 42.23223 -83.10903
## 5259 2016_123 2 7 0.28571429 FWE 42.69823 -82.48843
## 5260 2016_123 1 7 0.14285714 FWW 42.70022 -82.49789
## 5261 2016_123 0 7 0.00000000 GBD 43.33332 -81.78406
## 5262 2016_123 0 7 0.00000000 GRE 42.22389 -83.12938
## 5263 2016_123 0 7 0.00000000 GRO 42.86675 -79.57433
## 5264 2016_123 0 7 0.00000000 GRW 42.21902 -83.13803
## 5265 2016_123 0 7 0.00000000 HBB 43.18202 -82.12013
## 5266 2016_123 0 7 0.00000000 IGN 45.85712 -84.66344
## 5267 2016_123 0 7 0.00000000 JHN 42.49869 -82.47186
## 5268 2016_123 0 7 0.00000000 LEX 43.24039 -82.44801
## 5269 2016_123 0 7 0.00000000 LGR 42.85280 -79.57850
## 5270 2016_123 0 7 0.00000000 LKS 42.80973 -78.86965
## 5271 2016_123 0 7 0.00000000 LPL 42.49900 -79.99068
## 5272 2016_123 0 7 0.00000000 LSC 42.46868 -82.72897
## 5273 2016_123 0 7 0.00000000 MCK 45.80401 -84.76414
## 5274 2016_123 0 7 0.00000000 MGE 42.82680 -82.47572
## 5275 2016_123 0 7 0.00000000 MGW 42.82710 -82.48243
## 5276 2016_123 0 7 0.00000000 NSA 42.51040 -79.29858
## 5277 2016_123 0 7 0.00000000 OSC 44.45150 -83.23010
## 5278 2016_123 0 7 0.00000000 PRS 45.33398 -83.45836
## 5279 2016_123 0 7 0.00000000 SBI 44.09034 -83.38077
## 5280 2016_123 0 7 0.00000000 SBO 44.14804 -83.27514
## 5281 2016_123 2 7 0.28571429 SCL 42.61865 -82.62531
## 5282 2016_123 0 7 0.00000000 SCM 42.77434 -82.47131
## 5283 2016_123 0 7 0.00000000 SCU 43.00888 -82.41459
## 5284 2016_123 0 7 0.00000000 SGR 43.61235 -83.86096
## 5285 2016_123 0 7 0.00000000 STE 42.88137 -82.46010
## 5286 2016_123 0 7 0.00000000 STU 42.76981 -79.07225
## 5287 2016_123 0 7 0.00000000 STW 42.88503 -82.47285
## 5288 2016_123 0 7 0.00000000 THB 44.95015 -83.29780
## 5289 2016_123 1 7 0.14285714 WLW 42.64384 -82.50991
## 5290 2016_124 0 6 0.00000000 BBW 45.77582 -84.61310
## 5291 2016_124 0 6 0.00000000 BFR 42.86173 -78.84803
## 5292 2016_124 0 6 0.00000000 BHE 42.87251 -78.91030
## 5293 2016_124 0 6 0.00000000 BIN 42.34490 -82.99053
## 5294 2016_124 0 6 0.00000000 BLE 42.71809 -82.49722
## 5295 2016_124 0 6 0.00000000 BLK 42.99111 -82.44659
## 5296 2016_124 0 6 0.00000000 CHN 42.61033 -82.47659
## 5297 2016_124 1 6 0.16666667 DRF 42.21756 -83.12886
## 5298 2016_124 5 6 0.83333333 DRL 42.08274 -83.11846
## 5299 2016_124 1 6 0.16666667 DRU 42.35483 -82.93436
## 5300 2016_124 0 6 0.00000000 DUN 42.50212 -79.35815
## 5301 2016_124 1 6 0.16666667 FIC 42.23223 -83.10903
## 5302 2016_124 0 6 0.00000000 FWE 42.69823 -82.48843
## 5303 2016_124 0 6 0.00000000 FWW 42.70022 -82.49789
## 5304 2016_124 0 6 0.00000000 GBD 43.33332 -81.78406
## 5305 2016_124 1 6 0.16666667 GRE 42.22389 -83.12938
## 5306 2016_124 0 6 0.00000000 GRO 42.86675 -79.57433
## 5307 2016_124 0 6 0.00000000 GRW 42.21902 -83.13803
## 5308 2016_124 0 6 0.00000000 HBB 43.18202 -82.12013
## 5309 2016_124 0 6 0.00000000 IGN 45.85712 -84.66344
## 5310 2016_124 0 6 0.00000000 JHN 42.49869 -82.47186
## 5311 2016_124 0 6 0.00000000 LEX 43.24039 -82.44801
## 5312 2016_124 0 6 0.00000000 LGR 42.85280 -79.57850
## 5313 2016_124 0 6 0.00000000 LKS 42.80973 -78.86965
## 5314 2016_124 0 6 0.00000000 LPL 42.49900 -79.99068
## 5315 2016_124 0 6 0.00000000 LSC 42.46868 -82.72897
## 5316 2016_124 0 6 0.00000000 MCK 45.80401 -84.76414
## 5317 2016_124 0 6 0.00000000 MGE 42.82680 -82.47572
## 5318 2016_124 0 6 0.00000000 MGW 42.82710 -82.48243
## 5319 2016_124 0 6 0.00000000 NSA 42.51040 -79.29858
## 5320 2016_124 0 6 0.00000000 OSC 44.45150 -83.23010
## 5321 2016_124 0 6 0.00000000 PRS 45.33398 -83.45836
## 5322 2016_124 0 6 0.00000000 SBI 44.09034 -83.38077
## 5323 2016_124 0 6 0.00000000 SBO 44.14804 -83.27514
## 5324 2016_124 0 6 0.00000000 SCL 42.61865 -82.62531
## 5325 2016_124 0 6 0.00000000 SCM 42.77434 -82.47131
## 5326 2016_124 0 6 0.00000000 SCU 43.00888 -82.41459
## 5327 2016_124 0 6 0.00000000 SGR 43.61235 -83.86096
## 5328 2016_124 0 6 0.00000000 STE 42.88137 -82.46010
## 5329 2016_124 0 6 0.00000000 STU 42.76981 -79.07225
## 5330 2016_124 0 6 0.00000000 STW 42.88503 -82.47285
## 5331 2016_124 0 6 0.00000000 THB 44.95015 -83.29780
## 5332 2016_124 0 6 0.00000000 WLW 42.64384 -82.50991
## 5333 2016_125 0 16 0.00000000 BBW 45.77582 -84.61310
## 5334 2016_125 0 16 0.00000000 BFR 42.86173 -78.84803
## 5335 2016_125 0 16 0.00000000 BHE 42.87251 -78.91030
## 5336 2016_125 0 16 0.00000000 BIN 42.34490 -82.99053
## 5337 2016_125 0 16 0.00000000 BLE 42.71809 -82.49722
## 5338 2016_125 0 16 0.00000000 BLK 42.99111 -82.44659
## 5339 2016_125 0 16 0.00000000 CHN 42.61033 -82.47659
## 5340 2016_125 1 16 0.06250000 DRF 42.21756 -83.12886
## 5341 2016_125 2 16 0.12500000 DRL 42.08274 -83.11846
## 5342 2016_125 2 16 0.12500000 DRU 42.35483 -82.93436
## 5343 2016_125 0 16 0.00000000 DUN 42.50212 -79.35815
## 5344 2016_125 0 16 0.00000000 FIC 42.23223 -83.10903
## 5345 2016_125 1 16 0.06250000 FWE 42.69823 -82.48843
## 5346 2016_125 2 16 0.12500000 FWW 42.70022 -82.49789
## 5347 2016_125 0 16 0.00000000 GBD 43.33332 -81.78406
## 5348 2016_125 1 16 0.06250000 GRE 42.22389 -83.12938
## 5349 2016_125 0 16 0.00000000 GRO 42.86675 -79.57433
## 5350 2016_125 0 16 0.00000000 GRW 42.21902 -83.13803
## 5351 2016_125 0 16 0.00000000 HBB 43.18202 -82.12013
## 5352 2016_125 0 16 0.00000000 IGN 45.85712 -84.66344
## 5353 2016_125 0 16 0.00000000 JHN 42.49869 -82.47186
## 5354 2016_125 0 16 0.00000000 LEX 43.24039 -82.44801
## 5355 2016_125 0 16 0.00000000 LGR 42.85280 -79.57850
## 5356 2016_125 0 16 0.00000000 LKS 42.80973 -78.86965
## 5357 2016_125 0 16 0.00000000 LPL 42.49900 -79.99068
## 5358 2016_125 1 16 0.06250000 LSC 42.46868 -82.72897
## 5359 2016_125 0 16 0.00000000 MCK 45.80401 -84.76414
## 5360 2016_125 0 16 0.00000000 MGE 42.82680 -82.47572
## 5361 2016_125 0 16 0.00000000 MGW 42.82710 -82.48243
## 5362 2016_125 0 16 0.00000000 NSA 42.51040 -79.29858
## 5363 2016_125 0 16 0.00000000 OSC 44.45150 -83.23010
## 5364 2016_125 0 16 0.00000000 PRS 45.33398 -83.45836
## 5365 2016_125 0 16 0.00000000 SBI 44.09034 -83.38077
## 5366 2016_125 0 16 0.00000000 SBO 44.14804 -83.27514
## 5367 2016_125 8 16 0.50000000 SCL 42.61865 -82.62531
## 5368 2016_125 0 16 0.00000000 SCM 42.77434 -82.47131
## 5369 2016_125 0 16 0.00000000 SCU 43.00888 -82.41459
## 5370 2016_125 0 16 0.00000000 SGR 43.61235 -83.86096
## 5371 2016_125 0 16 0.00000000 STE 42.88137 -82.46010
## 5372 2016_125 0 16 0.00000000 STU 42.76981 -79.07225
## 5373 2016_125 0 16 0.00000000 STW 42.88503 -82.47285
## 5374 2016_125 0 16 0.00000000 THB 44.95015 -83.29780
## 5375 2016_125 1 16 0.06250000 WLW 42.64384 -82.50991Residence index
Relative time spent at a location
Array evaluation
Receiver efficiency index (REI)
## station latitude longitude rei
## 131 MGE-001 42.82703 -82.47768 0.0709
## 85 FWE-001 42.69556 -82.49130 0.0583
## 88 FWW-002 42.69948 -82.49545 0.0534
## 86 FWE-002 42.70081 -82.48567 0.0532
## 44 DRU-001 42.35702 -82.92912 0.0513
## 45 DRU-002 42.35408 -82.92741 0.0468
## 240 WLW-001 42.64413 -82.51192 0.0467
## 133 MGW-001 42.82779 -82.48345 0.0445
## 232 STW-001 42.88866 -82.47424 0.0400
## 87 FWW-001 42.70078 -82.49975 0.0360
## 241 WLW-002 42.64347 -82.50729 0.0342
## 233 STW-002 42.87862 -82.47038 0.0297
## 95 GRE-002 42.22382 -83.12764 0.0282
## 94 GRE-001 42.22401 -83.13230 0.0267
## 214 SCM-001 42.77925 -82.47235 0.0258
## 47 DRU-004 42.35483 -82.94286 0.0254
## 134 MGW-002 42.82597 -82.48076 0.0244
## 215 SCM-002 42.77005 -82.47041 0.0217
## 202 SCL-003 42.61799 -82.57426 0.0209
## 201 SCL-002 42.61456 -82.53017 0.0185
## 48 DRU-008 42.33217 -82.99954 0.0180
## 36 DRF-004 42.24934 -83.11879 0.0171
## 26 BIN-002 42.34390 -82.98992 0.0138
## 41 DRL-011 42.08588 -83.11760 0.0117
## 209 SCL-018 42.62156 -82.60859 0.0098
## 39 DRL-004 42.12741 -83.11861 0.0092
## 207 SCL-015 42.64061 -82.66206 0.0088
## 25 BIN-001 42.34846 -82.99271 0.0087
## 200 SCL-001 42.61314 -82.52119 0.0083
## 43 DRL-013 42.07970 -83.11796 0.0079
## 211 SCL-021 42.55388 -82.58492 0.0079
## 206 SCL-011 42.63353 -82.65423 0.0078
## 213 SCL-023 42.58727 -82.55010 0.0077
## 208 SCL-016 42.63732 -82.66071 0.0075
## 37 DRF-007 42.20177 -83.13500 0.0073
## 224 STE-001 42.87479 -82.46313 0.0066
## 132 MGE-002 42.82640 -82.47237 0.0060
## 49 DRU-011 42.35206 -82.95502 0.0058
## 122 LSC-004 42.44389 -82.78743 0.0038
## 40 DRL-010 42.07374 -83.12212 0.0036
## 222 SCU-011 43.01066 -82.41800 0.0035
## 120 LSC-001 42.52563 -82.74350 0.0034
## 216 SCU-001 43.01705 -82.41831 0.0034
## 35 DRF-003 42.23010 -83.11002 0.0031
## 125 LSC-007 42.60383 -82.74085 0.0029
## 225 STE-002 42.88973 -82.45625 0.0026
## 32 CHN-002 42.61306 -82.47738 0.0025
## 33 CHN-003 42.62764 -82.48208 0.0025
## 217 SCU-002 43.01316 -82.41354 0.0022
## 220 SCU-009 42.98022 -82.41454 0.0021
## 46 DRU-003 42.34076 -82.92214 0.0018
## 221 SCU-010 43.00877 -82.41253 0.0016
## 77 FIC-028 42.24307 -83.11077 0.0015
## 80 FIC-032 42.24060 -83.10850 0.0014
## 76 FIC-027 42.24267 -83.11350 0.0013
## 204 SCL-009 42.61640 -82.65757 0.0013
## 75 FIC-026 42.23590 -83.10633 0.0012
## 52 FIC-001 42.23768 -83.11062 0.0011
## 212 SCL-022 42.60318 -82.60127 0.0011
## 57 FIC-007 42.23422 -83.11065 0.0010
## 72 FIC-023 42.23528 -83.10720 0.0010
## 210 SCL-020 42.55867 -82.68667 0.0009
## 59 FIC-009 42.23307 -83.11110 0.0008
## 105 JHN-001 42.49869 -82.47186 0.0008
## 53 FIC-003 42.23650 -83.11028 0.0007
## 61 FIC-011 42.23200 -83.11162 0.0007
## 83 FIC-035 42.17940 -83.11200 0.0007
## 111 LEX-007 43.24027 -82.42754 0.0007
## 203 SCL-006 42.56938 -82.67386 0.0007
## 63 FIC-013 42.23147 -83.10698 0.0006
## 68 FIC-018 42.23302 -83.10538 0.0006
## 74 FIC-025 42.23590 -83.10713 0.0006
## 81 FIC-033 42.23950 -83.11150 0.0006
## 218 SCU-003 43.01075 -82.40240 0.0006
## 219 SCU-006 42.98734 -82.42051 0.0006
## 54 FIC-004 42.23562 -83.11130 0.0005
## 55 FIC-005 42.23528 -83.11030 0.0005
## 60 FIC-010 42.23277 -83.11228 0.0005
## 65 FIC-015 42.23220 -83.10650 0.0005
## 69 FIC-020 42.23407 -83.10605 0.0005
## 73 FIC-024 42.23503 -83.10560 0.0005
## 82 FIC-034 42.19020 -83.11440 0.0005
## 110 LEX-006 43.24044 -82.44045 0.0005
## 205 SCL-010 42.60756 -82.67469 0.0005
## 56 FIC-006 42.23493 -83.11163 0.0004
## 58 FIC-008 42.23393 -83.11205 0.0004
## 78 FIC-030 42.18398 -83.10963 0.0004
## 168 SBO-002 44.24183 -83.43525 0.0004
## 62 FIC-012 42.23175 -83.10802 0.0003
## 64 FIC-014 42.23110 -83.10583 0.0003
## 67 FIC-017 42.23287 -83.10770 0.0003
## 70 FIC-021 42.23400 -83.10742 0.0003
## 27 BLE-001 42.71630 -82.49772 0.0002
## 28 BLE-002 42.72030 -82.49660 0.0002
## 66 FIC-016 42.23202 -83.10538 0.0002
## 71 FIC-022 42.23488 -83.10662 0.0002
## 84 FIC-036 42.24154 -83.10804 0.0002
## 97 GRW-002 42.21902 -83.13803 0.0002
## 107 LEX-003 43.24052 -82.47829 0.0002
## 112 LEX-008 43.24029 -82.41484 0.0002
## 170 SBO-004 44.23236 -83.41405 0.0002
## 7 BHE-005 42.83822 -78.88423 0.0001
## 8 BHE-006 42.83798 -78.87201 0.0001
## 10 BHE-012 42.84590 -78.87789 0.0001
## 12 BHE-018 42.85383 -78.88369 0.0001
## 14 BHE-025 42.87028 -78.93212 0.0001
## 19 BHE-032 42.87752 -78.90124 0.0001
## 20 BHE-033 42.88852 -78.91058 0.0001
## 21 BHE-035 42.88835 -78.90340 0.0001
## 31 CHN-001 42.49932 -82.44183 0.0001
## 38 DRL-002 42.10102 -83.13937 0.0001
## 79 FIC-031 42.24323 -83.10952 0.0001
## 89 GBD-002 43.33332 -81.76467 0.0001
## 90 GBD-003 43.33333 -81.77653 0.0001
## 91 GBD-004 43.33328 -81.78935 0.0001
## 106 LEX-002 43.24044 -82.49117 0.0001
## 108 LEX-004 43.24039 -82.46566 0.0001
## 115 LGR-008 42.83817 -79.58432 0.0001
## 124 LSC-006 42.34821 -82.72778 0.0001
## 144 SBI-009 44.14522 -83.46613 0.0001
## 145 SBI-010 44.14054 -83.45542 0.0001
## 146 SBI-011 44.13605 -83.44499 0.0001
## 147 SBI-012 44.13137 -83.43398 0.0001
## 148 SBI-013 44.12683 -83.42330 0.0001
## 162 SBI-027 44.03975 -83.30284 0.0001
## 163 SBI-028 44.03223 -83.29604 0.0001
## 164 SBI-029 44.02482 -83.28907 0.0001
## 169 SBO-003 44.23707 -83.42458 0.0001
## 171 SBO-005 44.22774 -83.40319 0.0001
## 190 SBO-025 44.11593 -83.21361 0.0001
## 1 BBW-008 45.75569 -84.63640 0.0000
## 2 BBW-013 45.79033 -84.59645 0.0000
## 3 BBW-014 45.79726 -84.58824 0.0000
## 4 BFR-001 42.86215 -78.85056 0.0000
## 5 BFR-002 42.86132 -78.84549 0.0000
## 6 BHE-004 42.83842 -78.89646 0.0000
## 9 BHE-011 42.84612 -78.89006 0.0000
## 11 BHE-017 42.85403 -78.89592 0.0000
## 13 BHE-022 42.86193 -78.90177 0.0000
## 15 BHE-026 42.87006 -78.91985 0.0000
## 16 BHE-027 42.86984 -78.90763 0.0000
## 17 BHE-029 42.87818 -78.93795 0.0000
## 18 BHE-030 42.87797 -78.92571 0.0000
## 22 BHE-039 42.95465 -78.96854 0.0000
## 23 BHE-040 42.95633 -78.96631 0.0000
## 24 BHE-041 42.95799 -78.96413 0.0000
## 29 BLK-001 42.98447 -82.44099 0.0000
## 30 BLK-002 42.99553 -82.45033 0.0000
## 34 DRF-001 42.18901 -83.15163 0.0000
## 42 DRL-012 42.08029 -83.13154 0.0000
## 50 DUN-001 42.50212 -79.35815 0.0000
## 51 DUN-011 42.73735 -79.44455 0.0000
## 92 GBD-005 43.33339 -81.80155 0.0000
## 93 GBD-006 43.33335 -81.81332 0.0000
## 96 GRO-001 42.86675 -79.57433 0.0000
## 98 HBB-002 43.16039 -82.10159 0.0000
## 99 HBB-005 43.18447 -82.12263 0.0000
## 100 HBB-006 43.19233 -82.12853 0.0000
## 101 HBB-007 43.19972 -82.13557 0.0000
## 102 HBB-008 43.20820 -82.14131 0.0000
## 103 IGN-004 45.85683 -84.66537 0.0000
## 104 IGN-005 45.85806 -84.65709 0.0000
## 109 LEX-005 43.24031 -82.45357 0.0000
## 113 LGR-001 42.86053 -79.57591 0.0000
## 114 LGR-002 42.86204 -79.57444 0.0000
## 116 LKS-001 42.80973 -78.86965 0.0000
## 117 LPL-011 42.48415 -79.97653 0.0000
## 118 LPL-012 42.50420 -79.99505 0.0000
## 119 LPL-013 42.52272 -80.01388 0.0000
## 121 LSC-002 42.43143 -82.68830 0.0000
## 123 LSC-005 42.37502 -82.56152 0.0000
## 126 LSE-060 46.72134 -84.40676 0.0000
## 127 MCK-001 45.79433 -84.76972 0.0000
## 128 MCK-002 45.80160 -84.76586 0.0000
## 129 MCK-003 45.80833 -84.76196 0.0000
## 130 MCK-004 45.81631 -84.75655 0.0000
## 135 NSA-001 42.51040 -79.29858 0.0000
## 136 OSC-008 44.45150 -83.23010 0.0000
## 137 PRS-001 45.33398 -83.45836 0.0000
## 138 SBI-003 44.17242 -83.53050 0.0000
## 139 SBI-004 44.16794 -83.52004 0.0000
## 140 SBI-005 44.16335 -83.50923 0.0000
## 141 SBI-006 44.15885 -83.49889 0.0000
## 142 SBI-007 44.15432 -83.48798 0.0000
## 143 SBI-008 44.14974 -83.47694 0.0000
## 149 SBI-014 44.12237 -83.41249 0.0000
## 150 SBI-015 44.11775 -83.40174 0.0000
## 151 SBI-016 44.11328 -83.39076 0.0000
## 152 SBI-017 44.10867 -83.38012 0.0000
## 153 SBI-018 44.10407 -83.36928 0.0000
## 154 SBI-019 44.09960 -83.35870 0.0000
## 155 SBI-020 44.09224 -83.35214 0.0000
## 156 SBI-021 44.08482 -83.34492 0.0000
## 157 SBI-022 44.07723 -83.33784 0.0000
## 158 SBI-023 44.06962 -83.33108 0.0000
## 159 SBI-024 44.06197 -83.32413 0.0000
## 160 SBI-025 44.05443 -83.31708 0.0000
## 161 SBI-026 44.04712 -83.31022 0.0000
## 165 SBI-030 44.01734 -83.28190 0.0000
## 166 SBI-031 44.00991 -83.27481 0.0000
## 167 SBI-032 44.00227 -83.26796 0.0000
## 172 SBO-006 44.22293 -83.39241 0.0000
## 173 SBO-008 44.21351 -83.37127 0.0000
## 174 SBO-009 44.20885 -83.36056 0.0000
## 175 SBO-010 44.20407 -83.35004 0.0000
## 176 SBO-011 44.19954 -83.33913 0.0000
## 177 SBO-012 44.19480 -83.32878 0.0000
## 178 SBO-013 44.19004 -83.31791 0.0000
## 179 SBO-014 44.18520 -83.30755 0.0000
## 180 SBO-015 44.18060 -83.29679 0.0000
## 181 SBO-016 44.17589 -83.28509 0.0000
## 182 SBO-017 44.17128 -83.27490 0.0000
## 183 SBO-018 44.16641 -83.26443 0.0000
## 184 SBO-019 44.16174 -83.25366 0.0000
## 185 SBO-020 44.15368 -83.24728 0.0000
## 186 SBO-021 44.14624 -83.24037 0.0000
## 187 SBO-022 44.13878 -83.23377 0.0000
## 188 SBO-023 44.13114 -83.22696 0.0000
## 189 SBO-024 44.12347 -83.22036 0.0000
## 191 SBO-026 44.10834 -83.20685 0.0000
## 192 SBO-028 44.09328 -83.19356 0.0000
## 193 SBO-029 44.08583 -83.18709 0.0000
## 194 SBO-030 44.07819 -83.18003 0.0000
## 195 SBO-031 44.07071 -83.17310 0.0000
## 196 SBO-032 44.06296 -83.16619 0.0000
## 197 SBO-033 44.05515 -83.15918 0.0000
## 198 SBO-034 44.04778 -83.15285 0.0000
## 199 SBO-035 44.03999 -83.14609 0.0000
## 223 SGR-001 43.61235 -83.86096 0.0000
## 226 STU-002 42.71862 -79.05405 0.0000
## 227 STU-003 42.73670 -79.06050 0.0000
## 228 STU-004 42.75496 -79.06682 0.0000
## 229 STU-005 42.77297 -79.07355 0.0000
## 230 STU-006 42.79139 -79.07977 0.0000
## 231 STU-007 42.80937 -79.08615 0.0000
## 234 THB-005 44.92214 -83.30775 0.0000
## 235 THB-006 44.93084 -83.30462 0.0000
## 236 THB-007 44.93963 -83.30167 0.0000
## 237 THB-008 44.94813 -83.29830 0.0000
## 238 THB-014 45.00073 -83.27960 0.0000
## 239 THB-015 45.00967 -83.27675 0.0000Simulations - tag collisions
Simulate collisions to estimate (REI)
#parameters analagous to Vemco tag, global coding, 60 s nominal delay
foo <- calc_collision_prob(delayRng = c(30, 90), burstDur = 5.12,
maxTags = 50, nTrans = 10000)
foo## nTags min q1 med q3 max mean expDetsPerHr totDetsPerHr effDelay detsPerTagPerHr
## 1 1 1.000 1.000 1.000 1.000 1.000 1.000 55.28256 55 60 55
## 2 2 0.844 0.844 0.844 0.844 0.844 0.844 110.56511 93 71 46
## 3 3 0.710 0.712 0.713 0.716 0.719 0.714 165.84767 118 84 39
## 4 4 0.597 0.598 0.600 0.603 0.605 0.600 221.13022 133 100 33
## 5 5 0.500 0.501 0.506 0.508 0.508 0.505 276.41278 140 119 28
## 6 6 0.418 0.421 0.425 0.428 0.428 0.424 331.69533 141 142 24
## 7 7 0.346 0.358 0.360 0.362 0.363 0.358 386.97789 139 168 20
## 8 8 0.294 0.298 0.304 0.306 0.308 0.302 442.26044 134 199 17
## 9 9 0.245 0.252 0.255 0.259 0.262 0.255 497.54300 127 235 14
## 10 10 0.209 0.212 0.217 0.219 0.223 0.216 552.82555 119 278 12
## 11 11 0.176 0.180 0.185 0.186 0.188 0.183 608.10811 111 328 10
## 12 12 0.147 0.150 0.154 0.157 0.158 0.153 663.39066 101 392 8
## 13 13 0.123 0.127 0.129 0.133 0.136 0.130 718.67322 93 462 7
## 14 14 0.103 0.107 0.110 0.111 0.115 0.109 773.95577 84 550 6
## 15 15 0.087 0.091 0.093 0.095 0.098 0.093 829.23833 77 645 5
## 16 16 0.073 0.076 0.078 0.080 0.084 0.078 884.52088 69 769 4
## 17 17 0.061 0.065 0.066 0.067 0.070 0.066 939.80344 62 909 4
## 18 18 0.050 0.054 0.055 0.057 0.060 0.055 995.08600 55 1091 3
## 19 19 0.043 0.046 0.048 0.048 0.050 0.047 1050.36855 49 1277 3
## 20 20 0.036 0.038 0.040 0.041 0.042 0.039 1105.65111 43 1538 2
## 21 21 0.030 0.032 0.034 0.035 0.036 0.033 1160.93366 38 1818 2
## 22 22 0.024 0.026 0.028 0.029 0.031 0.028 1216.21622 34 2143 2
## 23 23 0.020 0.022 0.024 0.025 0.027 0.024 1271.49877 31 2500 1
## 24 24 0.017 0.018 0.020 0.021 0.023 0.020 1326.78133 27 3000 1
## 25 25 0.014 0.015 0.017 0.018 0.020 0.017 1382.06388 23 3529 1
## 26 26 0.011 0.013 0.014 0.015 0.017 0.014 1437.34644 20 4286 1
## 27 27 0.009 0.011 0.012 0.013 0.015 0.012 1492.62899 18 5000 1
## 28 28 0.007 0.009 0.010 0.011 0.013 0.010 1547.91155 15 6000 1
## 29 29 0.006 0.008 0.009 0.009 0.011 0.008 1603.19410 13 7500 0
## 30 30 0.005 0.006 0.007 0.008 0.010 0.007 1658.47666 12 8571 0
## 31 31 0.004 0.006 0.006 0.006 0.009 0.006 1713.75921 10 10000 0
## 32 32 0.004 0.005 0.005 0.005 0.007 0.005 1769.04177 9 12000 0
## 33 33 0.003 0.004 0.004 0.005 0.007 0.004 1824.32432 7 15000 0
## 34 34 0.002 0.003 0.003 0.004 0.006 0.004 1879.60688 8 15000 0
## 35 35 0.002 0.003 0.003 0.003 0.006 0.003 1934.88943 6 20000 0
## 36 36 0.001 0.002 0.003 0.003 0.006 0.003 1990.17199 6 20000 0
## 37 37 0.001 0.002 0.002 0.002 0.005 0.002 2045.45455 4 30000 0
## 38 38 0.001 0.002 0.002 0.002 0.005 0.002 2100.73710 4 30000 0
## 39 39 0.001 0.001 0.001 0.002 0.005 0.002 2156.01966 4 30000 0
## 40 40 0.001 0.001 0.001 0.002 0.005 0.002 2211.30221 4 30000 0
## 41 41 0.000 0.001 0.001 0.001 0.005 0.001 2266.58477 2 60000 0
## 42 42 0.000 0.001 0.001 0.001 0.004 0.001 2321.86732 2 60000 0
## 43 43 0.000 0.001 0.001 0.001 0.004 0.001 2377.14988 2 60000 0
## 44 44 0.000 0.000 0.001 0.001 0.004 0.001 2432.43243 2 60000 0
## 45 45 0.000 0.000 0.001 0.001 0.004 0.001 2487.71499 2 60000 0
## 46 46 0.000 0.000 0.001 0.001 0.004 0.001 2542.99754 3 60000 0
## 47 47 0.000 0.000 0.000 0.001 0.004 0.001 2598.28010 3 60000 0
## 48 48 0.000 0.000 0.000 0.001 0.004 0.001 2653.56265 3 60000 0
## 49 49 0.000 0.000 0.000 0.000 0.004 0.000 2708.84521 0 Inf 0
## 50 50 0.000 0.000 0.000 0.000 0.004 0.000 2764.12776 0 Inf 0Simulations - tag collisions
Simulations for study design
Receiver line spacing
Simulations for study design
Receiver line spacing
detsim <- receiver_line_det_sim(rngFun = pdrf, recSpc = rep(1000,4),
outerLim = c(500, 500), nsim = 10000)
detsim## [1] 0.9977Simulations for study design
Receiver line spacing
Simulations for study design
Receiver line spacing
Simulations for study design
Functions to simulate detections on virtual receiver arrays (2D)
- Simulate fish tracks
- crw_in_polygon
- Simulate tag transmissions
- transmit_along_path
- Simulate detection (based on detection range curve)
- detect_transmissions
Simulations for study design
Workshop materials
https://ocean-tracking-network.github.io/2020-02-27-glatos-workshop/index.html