Web Server Statistics for www.glc.org

Program started on Mon, Feb 16 2004 at 11:34 AM.
Analyzed requests from Sat, Nov 01 2003 at 12:00 AM to Sun, Nov 30 2003 at 11:59 PM (30.00 days).

General Summary

(Go To: Top: General Summary: Monthly Report: Weekly Report: Daily Summary: Hourly Summary: Domain Report: Organization Report: Host Report: Referrer Report: Search Word Report: Browser Report: Browser Summary: Operating System Report: Status Code Report: File Type Report: Directory Report: Request Report)

This report contains overall statistics.

(Figures in parentheses refer to the 7-day period ending Nov 30 2003 at 11:59 PM).
Successful requests: 1,044,871 (176,480)
Average successful requests per day: 34,829 (25,211)
Successful requests for pages: 87,723 (10,347)
Average successful requests for pages per day: 2,924 (1,478)
Failed requests: 54,948 (6,209)
Redirected requests: 5,174 (425)
Distinct files requested: 28,664 (4,321)
Distinct hosts served: 15,341 (3,709)
Corrupt logfile lines: 21
Unwanted logfile entries: 1
Data transferred: 10.706 Gbytes (1.829 Gbytes)
Average data transferred per day: 365.460 Mbytes (267.607 Mbytes)


Monthly Report

(Go To: Top: General Summary: Monthly Report: Weekly Report: Daily Summary: Hourly Summary: Domain Report: Organization Report: Host Report: Referrer Report: Search Word Report: Browser Report: Browser Summary: Operating System Report: Status Code Report: File Type Report: Directory Report: Request Report)

This report lists the activity in each month.

Each unit (+) represents 2,500 requests for pages or part thereof.

   month:   #reqs: #pages: 
--------: -------: ------: 
Nov 2003: 1044871:  87723: ++++++++++++++++++++++++++++++++++++
Busiest month: Nov 2003 (87,723 requests for pages).

Weekly Report

(Go To: Top: General Summary: Monthly Report: Weekly Report: Daily Summary: Hourly Summary: Domain Report: Organization Report: Host Report: Referrer Report: Search Word Report: Browser Report: Browser Summary: Operating System Report: Status Code Report: File Type Report: Directory Report: Request Report)

This report lists the activity in each week.

Each unit (+) represents 1,500 requests for pages or part thereof.

week beg.:  #reqs: #pages: 
---------: ------: ------: 
Oct/26/03:  14511:   1393: +
Nov/ 2/03: 260830:  16680: ++++++++++++
Nov/ 9/03: 305793:  41829: ++++++++++++++++++++++++++++
Nov/16/03: 266942:  16224: +++++++++++
Nov/23/03: 176633:  10319: +++++++
Nov/30/03:  20162:   1278: +
Busiest week: week beginning Nov/ 9/03 (41,829 requests for pages).

Daily Summary

(Go To: Top: General Summary: Monthly Report: Weekly Report: Daily Summary: Hourly Summary: Domain Report: Organization Report: Host Report: Referrer Report: Search Word Report: Browser Report: Browser Summary: Operating System Report: Status Code Report: File Type Report: Directory Report: Request Report)

This report lists the total activity for each day of the week, summed over all the weeks in the report.

Each unit (+) represents 500 requests for pages or part thereof.

day:  #reqs: #pages: 
---: ------: ------: 
Sun: 104830:  10083: +++++++++++++++++++++
Mon: 200354:  18876: ++++++++++++++++++++++++++++++++++++++
Tue: 190693:  14176: +++++++++++++++++++++++++++++
Wed: 197626:  18443: +++++++++++++++++++++++++++++++++++++
Thu: 145466:  10814: ++++++++++++++++++++++
Fri: 131437:   7017: +++++++++++++++
Sat:  74465:   8314: +++++++++++++++++

Hourly Summary

(Go To: Top: General Summary: Monthly Report: Weekly Report: Daily Summary: Hourly Summary: Domain Report: Organization Report: Host Report: Referrer Report: Search Word Report: Browser Report: Browser Summary: Operating System Report: Status Code Report: File Type Report: Directory Report: Request Report)

This report lists the total activity for each hour of the day, summed over all the days in the report.

Each unit (+) represents 200 requests for pages or part thereof.

hour: #reqs: #pages: 
----: -----: ------: 
   0: 16750:   1752: +++++++++
   1: 13450:   1797: +++++++++
   2: 10932:   1491: ++++++++
   3: 13802:   1646: +++++++++
   4: 12395:   1690: +++++++++
   5: 14066:   3106: ++++++++++++++++
   6: 19062:   4430: +++++++++++++++++++++++
   7: 24919:   3149: ++++++++++++++++
   8: 39173:   3823: ++++++++++++++++++++
   9: 66311:   5710: +++++++++++++++++++++++++++++
  10: 78146:   5528: ++++++++++++++++++++++++++++
  11: 87823:   7079: ++++++++++++++++++++++++++++++++++++
  12: 74144:   7045: ++++++++++++++++++++++++++++++++++++
  13: 84634:   7813: ++++++++++++++++++++++++++++++++++++++++
  14: 89904:   6569: +++++++++++++++++++++++++++++++++
  15: 86975:   5619: +++++++++++++++++++++++++++++
  16: 72038:   4997: +++++++++++++++++++++++++
  17: 47179:   2611: ++++++++++++++
  18: 33539:   1964: ++++++++++
  19: 35605:   2402: +++++++++++++
  20: 41292:   2340: ++++++++++++
  21: 34387:   2083: +++++++++++
  22: 26318:   1592: ++++++++
  23: 22027:   1487: ++++++++

Domain Report

(Go To: Top: General Summary: Monthly Report: Weekly Report: Daily Summary: Hourly Summary: Domain Report: Organization Report: Host Report: Referrer Report: Search Word Report: Browser Report: Browser Summary: Operating System Report: Status Code Report: File Type Report: Directory Report: Request Report)

This report lists the countries of the computers which requested files.

Listing domains, sorted by the amount of traffic.

 #reqs: %bytes: domain
------: ------: ------
722763: 71.55%: [unresolved numerical addresses]
 52736: 15.98%: .com (Commercial)
 14044:  7.23%:   googlebot.com
  3793:  2.16%:   overture.com
 10285:  1.75%:   aol.com
  1232:  1.01%:   inktomisearch.com
  3345:  0.78%:   av.com
   260:  0.59%:   turnitin.com
   858:  0.57%:   alexa.com
193343:  6.08%: .org (Non-Profit Making Organizations)
 35171:  2.07%: .net (Network)
 13764:  1.58%: .edu (USA Educational)
 10952:  0.91%: .ca (Canada)
  5229:  0.87%: .gov (USA Government)
  5053:  0.30%: .us (United States)
  1560:  0.27%: .mil (USA Military)
   325:  0.08%: .be (Belgium)
   643:  0.04%: .at (Austria)
   281:  0.04%: .nl (Netherlands)
   165:  0.03%: .tr (Turkey)
   202:  0.03%: .uk (United Kingdom)
    58:  0.02%: .pl (Poland)
   460:  0.02%: .au (Australia)
   177:  0.02%: .sg (Singapore)
    47:  0.01%: .jp (Japan)
    10:  0.01%: .ae (United Arab Emirates)
    68:  0.01%: .ee (Estonia)
   293:  0.01%: .za (South Africa)
    70:  0.01%: .se (Sweden)
    87:  0.01%: .de (Germany)
   145:  0.01%: .ph (Philippines)
     1:  0.01%: .ch (Switzerland)
    35:  0.01%: .dk (Denmark)
   134:  0.01%: .hr (Croatia)
   167:  0.01%: .fi (Finland)
   179:  0.01%: .no (Norway)
   188:       : .fr (France)
   139:       : .gr (Greece)
     2:       : .si (Slovenia)
    84:       : .mx (Mexico)
    71:       : .in (India)
    82:       : [domain not given]
    63:       : .tw (Taiwan)
    63:       : .es (Spain)
     1:       : .sa (Saudi Arabia)
     6:       : .cr (Costa Rica)
     8:       : .ar (Argentina)
     7:       : .it (Italy)
     2:       : .hk (Hong Kong)
     8:       : .tt (Trinidad and Tobago)
     6:       : .br (Brazil)
     4:       : .il (Israel)
     2:       : .arpa (Old style Arpanet)
     4:       : .ie (Ireland)
     3:       : .mz (Mozambique)
     2:       : .hu (Hungary)
     8:       : .cc (Cocos (Keeling) Islands)

Organization Report

(Go To: Top: General Summary: Monthly Report: Weekly Report: Daily Summary: Hourly Summary: Domain Report: Organization Report: Host Report: Referrer Report: Search Word Report: Browser Report: Browser Summary: Operating System Report: Status Code Report: File Type Report: Directory Report: Request Report)

This report lists the organizations of the computers which requested files.

Listing the top 20 organizations by the number of requests, sorted by the number of requests.

 #reqs: %bytes: organization
------: ------: ------------
722845: 71.55%: [unresolved numerical addresses]
186586:  5.81%: glc.org
 14044:  7.23%: googlebot.com
 10285:  1.75%: aol.com
  8495:  0.45%: comcast.net
  3804:  0.10%: battelle.org
  3793:  2.16%: overture.com
  3621:  0.30%: rr.com
  3345:  0.78%: av.com
  3072:  0.32%: rogers.com
  2586:  0.42%: ec.gc.ca
  2515:  0.12%: ameritech.net
  2253:  0.30%: msu.edu
  2148:  0.54%: epa.gov
  2145:  0.20%: umich.edu
  2033:  0.10%: sympatico.ca
  2008:  0.14%: shawcable.net
  1758:  0.06%: wincom.net
  1723:  0.23%: wisc.edu
  1664:  0.35%: attbi.com
 64148:  7.08%: [not listed: 473 organizations]

Host Report

(Go To: Top: General Summary: Monthly Report: Weekly Report: Daily Summary: Hourly Summary: Domain Report: Organization Report: Host Report: Referrer Report: Search Word Report: Browser Report: Browser Summary: Operating System Report: Status Code Report: File Type Report: Directory Report: Request Report)

This report lists the computers which requested files.

Listing the top 10 hosts by the number of requests, sorted by the number of requests.

 #reqs: %bytes: host
------: ------: ----
144956:  4.98%: dhcp40.glc.org
 41570:  0.84%: www.glc.org
 23503:  3.62%: 213.212.3.158
 11199:  1.26%: 81.199.86.53
 10481:  0.70%: 205.147.50.129
  6012:  0.16%: 66.181.74.2
  4942:  1.09%: 209.73.180.233
  4839:  1.96%: crawler14.googlebot.com
  4357:  0.14%: 207.148.202.241
  3789:  1.96%: crawler10.googlebot.com
789223: 83.30%: [not listed: 15,331 hosts]

Referrer Report

(Go To: Top: General Summary: Monthly Report: Weekly Report: Daily Summary: Hourly Summary: Domain Report: Organization Report: Host Report: Referrer Report: Search Word Report: Browser Report: Browser Summary: Operating System Report: Status Code Report: File Type Report: Directory Report: Request Report)

This report lists the referrers (where people followed links from, or pages which included this site's images).

Listing referring URLs with at least 20 requests, sorted by the number of requests.

 #reqs: URL
------: ---
272365: http://www.glc.org/
   118:   http://www.glc.org/?GXHC_gx_session_id_=910540428069b6af
 20304: http://www.glc.org/wateruse/
 17255: http://www.glc.org/about/staff/
 15191: http://www.glc.org/cgi-bin/glc.cgi
   266:   http://www.glc.org/cgi-bin/glc.cgi?query=map&sort=swishrank
   190:   http://www.glc.org/cgi-bin/glc.cgi?query=&sort=swishrank&submit=Go
   149:   http://www.glc.org/cgi-bin/glc.cgi?query=employment&sort=swishrank
   131:   http://www.glc.org/cgi-bin/glc.cgi?query=alewife&sort=swishrank
   126:   http://www.glc.org/cgi-bin/glc.cgi?query=fish&sort=swishrank&submit=Go
   124:   http://www.glc.org/cgi-bin/glc.cgi?query=dss&sort=swishrank&submit=Go
   123:   http://www.glc.org/cgi-bin/glc.cgi?query=2002+panel+aquatic+nuisances&sort=swishrank
   123:   http://www.glc.org/cgi-bin/glc.cgi?query=great+lakes+boating+magazine&sort=swishrank
   120:   http://www.glc.org/cgi-bin/glc.cgi?query=appendix+a&sort=swishrank
   120:   http://www.glc.org/cgi-bin/glc.cgi?query=network+data+directory&sort=swishrank
   117:   http://www.glc.org/cgi-bin/glc.cgi?query=map+of+lake+michigan&sort=swishrank
   115:   http://www.glc.org/cgi-bin/glc.cgi?query=lake+erie&sort=swishrank&submit=Go
   113:   http://www.glc.org/cgi-bin/glc.cgi?query=knife+river&sort=swishrank&submit=Go
   112:   http://www.glc.org/cgi-bin/glc.cgi?query=seaway&sort=swishrank
   109:   http://www.glc.org/cgi-bin/glc.cgi?query=the+great+lakes&sort=swishrank
   100:   http://www.glc.org/cgi-bin/glc.cgi?query=living+with+the+lakes&sort=swishrank
    99:   http://www.glc.org/cgi-bin/glc.cgi?query=pictures&sort=swishrank&submit=Go
    98:   http://www.glc.org/cgi-bin/glc.cgi?query=great+lakes&sort=swishrank
    98:   http://www.glc.org/cgi-bin/glc.cgi?query=ballast&sort=swishrank
    85:   http://www.glc.org/cgi-bin/glc.cgi?query="Great+Lakes+information+network+data+directory"&submit=Search!&sort=swishrank
    79:   http://www.glc.org/cgi-bin/glc.cgi?query=jobs&sort=swishrank
    78:   http://www.glc.org/cgi-bin/glc.cgi?query=intrroduced+species&sort=swishrank
    72:   http://www.glc.org/cgi-bin/glc.cgi?query=wetlands&sort=swishrank
    71:   http://www.glc.org/cgi-bin/glc.cgi?query=grants&sort=swishrank
    70:   http://www.glc.org/cgi-bin/glc.cgi?query=cremation&sort=swishrank
    67:   http://www.glc.org/cgi-bin/glc.cgi?query=Lake+Huron&sort=swishrank
    67:   http://www.glc.org/cgi-bin/glc.cgi?query="saginaw river"&sort=swishlastmodified&start=20
    66:   http://www.glc.org/cgi-bin/glc.cgi?query=tourism+brochure&submit=Search!&sort=swishrank
    65:   http://www.glc.org/cgi-bin/glc.cgi?query=diversion&sort=swishrank
    64:   http://www.glc.org/cgi-bin/glc.cgi?query=fish&submit=Search!&sort=swishlastmodified
    64:   http://www.glc.org/cgi-bin/glc.cgi?query=restoration&sort=swishrank
    64:   http://www.glc.org/cgi-bin/glc.cgi?query=spill&sort=swishrank&start=10
    63:   http://www.glc.org/cgi-bin/glc.cgi?query=hao&sort=swishrank&start=10
    63:   http://www.glc.org/cgi-bin/glc.cgi?query=hao&sort=swishrank&start=20
    63:   http://www.glc.org/cgi-bin/glc.cgi?query=hao&sort=swishrank&submit=Go
    63:   http://www.glc.org/cgi-bin/glc.cgi?query=Mackinac+Bridge&sort=swishrank&submit=Go
    63:   http://www.glc.org/cgi-bin/glc.cgi?query=water+export&sort=swishrank&submit=Go
    63:   http://www.glc.org/cgi-bin/glc.cgi?query=ten+states&sort=swishrank
    63:   http://www.glc.org/cgi-bin/glc.cgi?query=flame+retardant&sort=swishrank
    63:   http://www.glc.org/cgi-bin/glc.cgi?query=nonindigenous+intrroduced+species&sort=swishrank
    62:   http://www.glc.org/cgi-bin/glc.cgi?query=hao&sort=swishrank&start=30
    62:   http://www.glc.org/cgi-bin/glc.cgi?query=Great+Lake+Basin&sort=swishrank
    62:   http://www.glc.org/cgi-bin/glc.cgi?query=fisheries&sort=swishrank
    62:   http://www.glc.org/cgi-bin/glc.cgi?query=fish&sort=swishrank&start=60
    62:   http://www.glc.org/cgi-bin/glc.cgi?query=vessal&sort=swishrank
    62:   http://www.glc.org/cgi-bin/glc.cgi?query=kemtech&sort=swishrank
    62:   http://www.glc.org/cgi-bin/glc.cgi?query=water+export&submit=Search!&sort=swishlastmodified
    61:   http://www.glc.org/cgi-bin/glc.cgi?query=asian+carp&sort=swishrank
    61:   http://www.glc.org/cgi-bin/glc.cgi?query=great+lakes+commission&submit=Search!&sort=swishrank
    61:   http://www.glc.org/cgi-bin/glc.cgi?query=trash&sort=swishrank
    61:   http://www.glc.org/cgi-bin/glc.cgi?query=tourism&sort=swishrank
    61:   http://www.glc.org/cgi-bin/glc.cgi?query=US+want+Canada's+water&sort=swishrank
    61:   http://www.glc.org/cgi-bin/glc.cgi?query=hao&sort=swishrank&start=0
    61:   http://www.glc.org/cgi-bin/glc.cgi?query=what+does+theUS+want%3F&sort=swishrank
    61:   http://www.glc.org/cgi-bin/glc.cgi?query=mussels&submit=Search!&sort=swishlastmodified
    61:   http://www.glc.org/cgi-bin/glc.cgi?query=Lake Huron&sort=swishrank&start=10
    61:   http://www.glc.org/cgi-bin/glc.cgi?query=fisheries&submit=Search!&sort=swishlastmodified
    61:   http://www.glc.org/cgi-bin/glc.cgi?query=product&sort=swishrank
    61:   http://www.glc.org/cgi-bin/glc.cgi?query=Mackinac+Island&submit=Search!&sort=swishrank
    61:   http://www.glc.org/cgi-bin/glc.cgi?query=ruetter&sort=swishrank&submit=Go
    61:   http://www.glc.org/cgi-bin/glc.cgi?query=mussels&sort=swishrank
    60:   http://www.glc.org/cgi-bin/glc.cgi?query=saginaw river map&sort=swishrank&start=10
    60:   http://www.glc.org/cgi-bin/glc.cgi?query=fish&sort=swishrank
    60:   http://www.glc.org/cgi-bin/glc.cgi?query=saginaw+river+map&sort=swishrank&submit=Go
    60:   http://www.glc.org/cgi-bin/glc.cgi?query=petrochemical&sort=swishrank
    60:   http://www.glc.org/cgi-bin/glc.cgi?query=history&sort=swishrank&submit=Go
    60:   http://www.glc.org/cgi-bin/glc.cgi?query=lake+levels&sort=swishrank&submit=Go
    60:   http://www.glc.org/cgi-bin/glc.cgi?query=US+wants+water&sort=swishrank
    60:   http://www.glc.org/cgi-bin/glc.cgi?query=Chris+Goddard&sort=swishrank&submit=Go
    59:   http://www.glc.org/cgi-bin/glc.cgi?query=flame+retardent+product&sort=swishrank
    59:   http://www.glc.org/cgi-bin/glc.cgi?query=glossary&submit=Search!&sort=swishrank
    59:   http://www.glc.org/cgi-bin/glc.cgi?query=count+commissioners&sort=swishrank&submit=Go
    59:   http://www.glc.org/cgi-bin/glc.cgi?query=mysis&sort=swishrank
    59:   http://www.glc.org/cgi-bin/glc.cgi?query=history+of+pennsylvania&submit=Search!&sort=swishrank
    58:   http://www.glc.org/cgi-bin/glc.cgi?query=smallmouth+bass&sort=swishrank
    58:   http://www.glc.org/cgi-bin/glc.cgi?query=CHEMDAT7&sort=swishrank
    58:   http://www.glc.org/cgi-bin/glc.cgi?query=ontario&sort=swishrank
    58:   http://www.glc.org/cgi-bin/glc.cgi?query=glin&submit=Search!&sort=swishrank
    57:   http://www.glc.org/cgi-bin/glc.cgi?query=fish&submit=Search!&sort=swishrank
    57:   http://www.glc.org/cgi-bin/glc.cgi?query=glin&submit=Search!&sort=swishlastmodified
    57:   http://www.glc.org/cgi-bin/glc.cgi?query=NHD&sort=swishrank&submit=Go
    57:   http://www.glc.org/cgi-bin/glc.cgi?query=university+of+toledo&submit=Search!&sort=swishlastmodified
    57:   http://www.glc.org/cgi-bin/glc.cgi?query=rapids&sort=swishlastmodified&start=10
    57:   http://www.glc.org/cgi-bin/glc.cgi?query=rapids&submit=Search!&sort=swishlastmodified
    57:   http://www.glc.org/cgi-bin/glc.cgi?query=analytic&sort=swishrank
    57:   http://www.glc.org/cgi-bin/glc.cgi?query=aquatic+nuisance+species&sort=swishrank
    57:   http://www.glc.org/cgi-bin/glc.cgi?query=hydrology&sort=swishrank
    57:   http://www.glc.org/cgi-bin/glc.cgi?query=St.+Clair+River&sort=swishrank
    56:   http://www.glc.org/cgi-bin/glc.cgi?query=spill&sort=swishrank
    56:   http://www.glc.org/cgi-bin/glc.cgi?query=rapids&submit=Search!&sort=swishrank
    56:   http://www.glc.org/cgi-bin/glc.cgi?query=provincial+work+shops&sort=swishrank
    56:   http://www.glc.org/cgi-bin/glc.cgi?query=fig4d&sort=swishrank&submit=Go
    56:   http://www.glc.org/cgi-bin/glc.cgi?query=gis&sort=swishrank&submit=Go
    55:   http://www.glc.org/cgi-bin/glc.cgi?query=senior housing&sort=swishrank&start=10
    55:   http://www.glc.org/cgi-bin/glc.cgi?query=senior housing&sort=swishrank&start=20
    55:   http://www.glc.org/cgi-bin/glc.cgi?Search.x=0&Search.y=0&query=manninen&sort=swishrank
    55:   http://www.glc.org/cgi-bin/glc.cgi?query=Norman&sort=swishrank&submit=Go
    55:   http://www.glc.org/cgi-bin/glc.cgi?Search.x=0&Search.y=0&query=Norm&sort=swishrank
    55:   http://www.glc.org/cgi-bin/glc.cgi?query=photos&sort=swishrank
    55:   http://www.glc.org/cgi-bin/glc.cgi?query=salt+lake&sort=swishrank
    55:   http://www.glc.org/cgi-bin/glc.cgi?query=senior+housing&sort=swishrank&submit=Go
    55:   http://www.glc.org/cgi-bin/glc.cgi?query=g&sort=swishrank
    55:   http://www.glc.org/cgi-bin/glc.cgi?query=great+lake+brochures&sort=swishrank
    55:   http://www.glc.org/cgi-bin/glc.cgi?query=restoration+plan&sort=swishrank&submit=Go
    54:   http://www.glc.org/cgi-bin/glc.cgi?query=maps&sort=swishrank
    54:   http://www.glc.org/cgi-bin/glc.cgi?query=senior+housing+grants&submit=Search!&sort=swishrank
    54:   http://www.glc.org/cgi-bin/glc.cgi?query=guardian&sort=swishrank
    54:   http://www.glc.org/cgi-bin/glc.cgi?query=ship+yards&submit=Search!&sort=swishrank
    54:   http://www.glc.org/cgi-bin/glc.cgi?query=shiptards&sort=swishrank&submit=Go
    54:   http://www.glc.org/cgi-bin/glc.cgi?query=effect+of+the+European+green+crab&sort=swishrank&Search.x=27&Search.y=16
    54:   http://www.glc.org/cgi-bin/glc.cgi?query=senior housing grants&sort=swishrank&start=10
    54:   http://www.glc.org/cgi-bin/glc.cgi?query=great+basin&sort=swishrank&submit=Go
    53:   http://www.glc.org/cgi-bin/glc.cgi?query=dredge&sort=swishrank
    53:   http://www.glc.org/cgi-bin/glc.cgi?query=monitoring+observations&sort=swishrank&submit=Go
    53:   http://www.glc.org/cgi-bin/glc.cgi?query=Hudson&sort=swishrank&submit=Go
    53:   http://www.glc.org/cgi-bin/glc.cgi?query=ANS+panel+&sort=swishrank&submit=Go
    53:   http://www.glc.org/cgi-bin/glc.cgi?query=great+lakes+mayors&sort=swishrank
    53:   http://www.glc.org/cgi-bin/glc.cgi?query=wildlife&sort=swishrank&submit=Go
    53:   http://www.glc.org/cgi-bin/glc.cgi?query=great+lakes+drilling&sort=swishrank
    52:   http://www.glc.org/cgi-bin/glc.cgi?query=lake+michigan+pilot+study&sort=swishrank
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