CSCW and Remote Collaboration Gloria Mark ICS 221.

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Transcript of CSCW and Remote Collaboration Gloria Mark ICS 221.

  • CSCW and Remote CollaborationGloria MarkICS 221

  • Distributed CAD: TeleFly

  • The trend toward distributed collaborationVirtual collocation - using technology to enable teams to collaborate as if they were physically collocated

    Virtual organizationse.g. International Virtual Aviation Organization

    Virtual universities, learning environments, librariesVirtual Universities: Germany, Africa (World Bank), UK, Austria, U.S.: MSU, KYU, Libraries: Asia, India, etc.

    Virtual communitiesMediaMOO (media researchers)

    Virtual towns Blacksburg Electronic Village

  • MotivationHow can we design better systems to support collaboration?

    This means moving beyond information exchange

    Predicting system success is hard: there exist many failuresnon-adoption: users, system, interaction of context, users, systemsystem constrains how we interact, e.g. we are constrained in how we organize information

    Rethinking of how behavior and systems can together be considered

  • Collaborative Technologies:Some examplesSynchronous, same placeElectronic Meeting RoomsSynchronous, different placeCollaborative virtual environmentsvideoData-conferencingAsynchronous, different placeAsynchronous, same placeShared workspacesEmailShiftwork: voice messages

  • POLITeamDevelopment and introduction of a groupware system for distributed ministries (4 year project)

    Cooperation support by:simple workflowsshared workspacesawareness services

    Participatory and evolutionary design process

  • Congruent Use of GroupwareDeveloping same assumptions, goals congruent procedures

    Face-to-face groups achieve congruency through: communicative behaviorsmerging perspectives

    PoliTeam approach:Interplay of design, user support, and system useSupplementing user-user communicationEstablishment and maintenance of conventions

  • Design Elements

    Uta Pankoke-Babatz GMD FIT / CSCW

    August 1998

    Users Experts in their work Rely on established work techniques

    Work practiceFormal set of regulationsInformal cooperation

    Groupware System a tangible artifact means for requirement articulation

    Designers Interest in innovation

    User AdvocatesUser-Designer Workshops

  • Medium vs. MechanismInteraction flexibility vs. explicit exception handling

    No a priori representation of process within cooperation tools

    Situated cooperation support via the medium vs. coordination through embedded mechanisms

  • Design AspectsEasy switching between actions

    Combinable cooperation media

    Easy exchange of between media, no loss of meta-data

    Metaphors signal function to users and developers

  • Stages of System DevelopmentTechnical development

    basic functions

    additional support for individual work

    system - integration and extension

    group - awareness and conventionsUsage phases

    learning

    individual work

    group work

    norms & conventions

  • 6 months12 months18 months24 months30 months36 monthsUnderstanding system useTransferring individual practicesSetting up group functionalitySetting up group functionalityRefining functionalityRefining functionalityDiscovering problemswith interdependenciesTrying solutionsUsage Phases

  • Convention Requirements:

    Once coordination situations recognized, conventions needed for (some examples): common information structure, archiveshared tasks, e.g. managing shared documents storage (e.g. aging information)electronic circulation folderborders between public and private workaccess rights

    Conventions especially difficult for emerging work processes

  • Developing Congruent ActionsDeveloped group work patterns required time

    Group recognized consequences of interdependenciese.g. shared files not returned, organizing shared addresses, stalled electronic foldersproblems early were not recognized as such

    Workshops played important role in facilitating recognitionnaming conventionsfile codes, common structuringnew situations, choice of functionality, general system behaviors

  • Lessons Learned System designprototyping, groupware platforms, awareness

    UsageSupporting user-user communication, value of situated work, convention support

  • Lesson 1 Opening Windows of OpportunityExists a limited timeframe for modifications to system

    Timeframe also exists for development of appropriate group dynamics

    Windows must be kept open (and reopened) to insure flexibility

    Windows influenced by eventsWorkshopsUser advocates

  • Lesson 2Use the Tolerance WindowSystem introduction opens the windowImmediate reaction on needs keeps it openimmediate solutionprototypingpresentation of alternativesGive users a feeling of being part of the processGoal: trust and resilience

  • Lesson 3Requirements through Real Work SupportInitial judgments may not hold up in work practiceElectronic circulation folders not used in practiceUsers did not predict that shared workspaces: would be primary means for work organization, joint text production

    Requirements can be reasonable in theory, not in practiceusers requested file code prompt; then used dummy codes

    Latent needs discovered in situated worke.g. awareness, conventions, membership administration

  • Lesson 4Medium Approach Requires AwarenessAwareness demanded by usersImplicit notification about actions Awareness necessary to discover system functionalityto understand system as shared system The more flexibilty the more awarenessactions are not foreseeable

  • Lesson 5A View of the Cooperative Forest Users saw only trees

    User advocates could see overview of cooperative forestRecognized incongruent work patternsPresented other users viewpointsMediated differencesDiscussed alternatives with users

  • Lesson 6Prototypes as Design SpecificationsProof of conceptEvaluation1. Product versionRe-Implementation ?

  • Lesson 7 Conventions Need Technical SupportA variety of conventions needed in groupware use

    Some conventions require extra cognitive overheadforeign to ones work patternextra work

    Technical means can reduce extra actionse.g. Leaving alias when removing object from foldertechnically supported without enforcing it

  • Lesson 8The Dilemma with Off-the-shelf PlatformsRestrictionsuser interfaceeventinglocking behaviouraccess controlRe-implementation of basic functionsProblems with isolated evaluation

  • ConclusionDesign as a continuous development processDesign process and system design must support congruency processWindow openersDesign process itself must reflect situated nature of group work

  • The Rise of Data-Conferencing Usage at Boeing

    Users by month

    38435827384

    71035855710

    94035886940

    85235917852

    1048359481048

    10728241896

    10548131867

    11908772067

    113510122147

    12329842216

    10158351850

    12589592217

    161610522668

    182012793099

    176912393008

    171214363148

    221414033617

    208212793361

    237815843962

    229814813779

    266019234583

    244215974039

    187413643238

    258815624150

    290218554757

    432921536482

    418222306412

    452722816808

    501722787295

    390519855890

    533029078237

    520824617669

    590028048704

    Bellevue

    St. Louis

    Sum

    Number of Users

    Figure 1. Conference Server Users by Month

    Scheduled User by hour

    00.84

    00

    00

    00

    00

    0.960

    0.960

    0.960

    0.960

    0.960

    0.480

    0.480

    0.480

    00

    00

    00

    00

    00.32

    00.52

    0.921.84

    0.922.12

    3.522.48

    3.523.44

    3.525.12

    7.527.76

    11.128.52

    18.410.4

    4515.24

    54.3616.84

    79.9222.56

    100.3226.6

    149.854.12

    165.7261.6

    178.2471.4

    182.472.4

    197.4890.6

    206.8892.68

    203.4889.08

    199.0891.16

    220.28100.76

    211.2492.16

    213.495.76

    205.494.76

    182.8883.6

    155.3277

    142.7680.96

    136.9677.2

    148.265.72

    11963

    122.464.8

    119.7262.96

    110.8863.64

    128.0865.32

    129.0859.64

    126.1255.08

    122.4454.08

    123.650.12

    117.7244.08

    11340.92

    103.3637.2

    91.9233.08

    81.4827.88

    72.0426.04

    60.6821.68

    53.4819.84

    37.611.2

    34.568.52

    24.647.88

    18.26.76

    12.123.6

    10.81.6

    9.21.16

    7.080.92

    4.120.52

    3.640.92

    2.680.92

    2.681.04

    0.920.72

    0.120.8

    0.120.72

    0.120.72

    1.320.72

    1.320.84

    1.320.84

    1.320.72

    1.320.72

    1.20.72

    1.20.32

    1.20.32

    1.20.32

    1.20.32

    1.20.32

    1.21.12

    1.21.24

    01.24

    01.24

    Bellevue

    St. Louis

    Bellevue

    St Louis

    Time of Day, Pacific Time

    Number of Scheduled Ports

    Figure 2. Scheduled Users versus Time of Day in October 2000

    ILS data

    65

    112.3333333333

    132.6666666667

    128.6666666667

    74

    94

    108

    87.5

    58

    23

    11.5

    Participants in data conferences

    Time of day

    Mean participants

    Figure 3. Data conference participants as a function of time of day

    Actual user by hour

    0:30

    1:30

    2:30

    3:30

    4:30

    5:30

    6:30

    65

    112.3333333333

    132.6666666667

    128.6666666667

    74

    94

    108

    87.5

    58

    23

    11.5

    18:30

    19:30

    20:30

    21:30

    22:30

    23:30

    Mean participants

    Time of day

    Mean participants

    Figure 3. Data conference participants as a function of time of day

    Estimated users

    1871.9881158703

    3461.2280267393

    4582.4709086408

    4153.4736320872

    5108.9675662293

    9242.9413221094

    9101.5672196088

    10076.5610299579

    10466.5585540975

    10802.931418668

    9018.6927457291

    10807.8063877197

    13006.4174300569

    15107.5290913592

    14663.9069076504

    15346.4025748948

    17632.7630601634

    16384.7709829166

    19314.6273830156

    18422.5080465462

    22341.9831641495

    19690

    15785.1497895519

    20231.1215647437

    23190.2277791533

    31599.5493934142

    31258.301559792

    33188.7893042832

    35562.8992324833

    28713.5677147809

    40155.1200792275

    37386.1376578361

    42431.7306263927

    Data

    BellevueSt. LouisMonthUsers/moUsers/yearAvoided travelLocal travelAir travelLocal savingLong savingLinear Users/yrAvoided travelLocal travelAir travelLocal savingLong saving

    DateusersconferencesusersconferencesGraph DATASum of UsersRatioProrated hoursdivide by 2x 0.8x.2divide by 2x 0.8x.2

    Feb-98384126Feb-983843840.09507303791871.9881158703Feb-981871.9881158703

    Mar-98710205Mar-987107100.17578608573461.2280267393Mar-983461.2280267393

    Apr-98940336Apr-989409400.2327308744582.4709086408Apr-984582.4709086408

    May-98852302May-988528520.21094330284153.4736320872May-984153.4736320872

    Jun-981048379Jun-98104810480.25947016595108.9675662293Jun-985108.9675662293

    Jul-981072352824290Jul-98107282418960.46942312459242.9413221094Jul-989242.9413221094

    Aug-981054301813280Aug-98105481318670.46224312959101.5672196088Aug-989101.5672196088

    Sep-981190356877292Sep-98119087720670.511760336710076.5610299579Sep-9810076.5610299579

    Oct-9811353411012313Oct-981135101221470.531567219610466.5585540975Oct-9810466.5585540975

    Nov-981232324984303Nov-98123298422160.548650656110802.931418668Nov-9810802.931418668

    Dec-981015282835254Dec-98101583518500.45803416699018.6927457291Dec-989018.692745729177887.380539737638943.690269868831154.9522158957788.7380539738$1,415,058$7,464,25977887.380539737638943.690269868831154.9522158957788.7380539738$1,415,058$7,464,259

    Jan-991258350959293Jan-99125895922170.548898242110807.8063877197Jan-9910807.8063877197Cost =$506,268$7,009,864$7,516,132

    Feb-9916164491052349Feb-991616105226680.660559544413006.4174300569Feb-9913006.4174300569Productivity =$908,790$454,395$1,363,185

    Mar-9918205021279411Mar-991820127930990.76726912615107.5290913592Mar-9915107.5290913592

    Apr-9917694801239348Apr-991769123930080.744738796714663.9069076504Apr-9914663.906907650415577.4761079475

    May-9917124811436409May-991712143631480.779400841815346.4025748948May-9915346.4025748948

    Jun-9922145781403429Jun-992214140336170.895518692717632.7630601634Jun-9917632.7630601634

    Jul-9920825941279404Jul-992082127933610.832136667516384.7709829166Jul-9916384.7709829166

    Aug-9923786531584476Aug-992378158439620.980935875219314.6273830156Aug-9919314.6273830156

    Sep-9922986581481469Sep-992298148137790.935627630618422.5080465462Sep-9918422.5080465462

    Oct-9926607191923575Oct-992660192345831.134686803722341.9831641495Oct-9922341.9831641495

    Nov-9924427201597506Nov-99244215974039119690Nov-9919690

    Dec-9918745511364381Dec-991874136432380.80168358515785.1497895519Dec-9915785.1497895519198503.86481802499251.932409012179401.545927209719850.3864818024$3,679,468$19,089,720198503.86481802499251.932409012179401.545927209719850.3864818024$3,679,468$19,089,720

    Jan-0025887121562450Jan-002588156241501.0274820520231.1215647437Jan-0020231.1215647437Cost =$1,230,724$17,865,348$19,096,072

    Feb-00290210121855569Feb-002902185547571.17776677423190.2277791533Feb-0023190.2277791533Productivity =$2,448,744$1,224,372$3,673,116

    Mar-00432912742153662Mar-004329215364821.604852686331599.5493934142Mar-0031599.5493934142

    Apr-00418211322230648Apr-004182223064121.587521663831258.301559792Apr-0031258.301559792106279.20029710353139.600148551642511.680118841339700.7729636049

    May-00452712832281672May-004527228168081.685565734133188.7893042832May-0033188.7893042832

    Jun-00501714552278652Jun-005017227872951.806140133735562.8992324833Jun-0035562.8992324833

    Jul-00390511631985565Jul-003905198558901.458281752928713.5677147809Jul-0028713.5677147809

    Aug-00533014952907831Aug-005330290782372.039366179740155.1200792275Aug-0040155.1200792275

    Sep-00520815072461676Sep-005208246176691.898737311237386.1376578361Sep-0037386.1376578361

    Oct-00590017012804826Oct-005900280487042.154988858642431.7306263927Oct-0042431.7306263927323717.444912107161858.722456053129486.97796484332371.7444912107$6,000,427$31,131,259

    600108.690269869SumCost =$2,007,048$29,134,570$31,141,618

    Sum78643227734445713333Productivity =$3,993,378$1,996,689$5,990,068

    users/conference3.45334387213.3343583591969064743.4889824214Total Saving

    $5,094,526$26,553,979$31,648,504

    total cost$57,753,822

    total productivity$11,026,368

    Grand total$68,780,190

    Sep-99Bellevue Port Scheduled by Quarter Hours

    0:150:300:451:001:151:301:452:002:152:302:453:003:153:303:454:004:154:304:455:005:155:305:456:006:156:306:457:007:157:307:458:008:158:308:459:009:159:309:4510:0010:1510:3010:4511:0011:1511:3011:4512:0012:1512:3012:4513:0013:1513:3013:4514:0014:1514:3014:4515:0015:1515:3015:4516:0016:1516:3016:4517:0017:1517:3017:4518:0018:1518:3018:4519:0019:1519:3019:4520:0020:1520:3020:4521:0021:1521:3021:4522:0022:1522:3022:4523:0023:1523:3023:4524:00

    Average Ports0000011111000000000114448111845548010015016617818219720720319922021121320518315514313714811912212011112812912612212411811310392817261533835251812119744331000111111111111100

    Maximum Ports5555555500000000000333303101951599114316316316314814216617721421923920219721021017215513912812915311912512813314315015013095909090787878404040312420201121001001001001001001001001001001001001001001000000444

    Days in month21

    Sep-99St. Louis Port Scheduled by Quarter Hours

    0:150:300:451:001:151:301:452:002:152:302:453:003:153:303:454:004:154:304:455:005:155:305:456:006:156:306:457:007:157:307:458:008:158:308:459:009:159:309:4510:0010:1510:3010:4511:0011:1511:3011:4512:0012:1512:3012:4513:0013:1513:3013:4514:0014:1514:3014:4515:0015:1515:3015:4516:0016:1516:3016:4517:0017:1517:3017:4518:0018:1518:3018:4519:0019:1519:3019:4520:0020:1520:3020:4521:0021:1521:3021:4522:0022:1522:3022:4523:0023:1523:3023:4524:00

    Average Ports0000000.28571428570.28571428570.28571428570.28571428570.28571428570.28571428570.28571428570.285714285700000000.71428571430.71428571431.85714285711.85714285711.85714285712.42857142862.57142857142.90476190483.19047619053.33333333334.3809523814.57142857147.14285714299.23809523819.809523809514.190476190518.047619047634.666666666744.76190476195455.571428571468.428571428675.428571428673.857142857173.476190476281.523809523869.285714285768.142857142961.38095238157.809523809543.285714285741.523809523837.761904761931.952380952433.38095238136.142857142937.571428571439.714285714339.047619047640.714285714337.714285714334.7619047619312424.61904761923.61904761918.142857142913.33333333339.57142857146.38095238132.42857142862.04761904761.76190476190.95238095240.85714285710.71428571430.142857142900.14285714290.14285714290.14285714290.1428571429000000000000

    Maximum Ports000000666666660000000151515151515151515151525263030386889118167167192189136164182157176133126104104987010398909387908880747174746464292320201212666303333000000000000

    Days in Mo.21

    10000000000000000012223589101517232754627172919389911019296958477817766636563646560555450444137332826222011987421111111111111111000001111

    7:008:009:0010:0011:0012:0013:0014:0015:0016:0017:0018:00Sum

    15-Nov9712314180128

    16-Nov1251591224094998140

    17-Nov6511511612310211794763415

    Mean65112.3333333333132.6666666667128.6666666667749410887.5582311.5894.6666666667

    Time of day7 - 88 - 99 - 1010 - 1111 - 1212 - 1313 - 1414 - 1515 - 1616 - 1717 - 18

    Participants in data conferences65112.3333333333132.6666666667128.6666666667749410887.5582311.5

    Time of day0:301:302:303:304:305:306:307:308:309:3010:3011:3012:3013:3014:3015:3016:3017:3018:3019:3020:3021:3022:3023:30

    Mean participants65112.3333333333132.6666666667128.6666666667749410887.5582311.5

    Total travel116806

    80%93444.8

    20%23361.2

    Sheet2

    Sheet3

  • 54% learned about the technology from remote colleagues

  • Most contributed to diffusing the technology

    Introductions

    9

    8

    13

    6

    6

    4

    1

    3

    2

    1

    0

    0

    1

    Number of Introductions

    Frequency of Responses

    NM_data_survey_2

    STARTLEARNFREQINTRO1INTRO2PURP1PURP2PURP3PURP4PURP5WATCHSHARECONTROLWBOARDCHATFILESSPEAKVIDEOBELLSTLCALLHOSTNONBOEPURCHASEPLATFORMVOLUNTARDISCOURATECHBADEXPPEER

    42232110004311311111310000000

    33234000104322121113310000000

    342330100044440000001

    23121100003121111111130100000

    513512001002432322233310000000

    31333000101111111111410000000

    6825150000013341111123410000000

    5211101004321311121310000000

    6221421111122110000000

    332311010443221114210000001

    222321000030000000

    6135300000104441211144430000100

    24314441441113110100000

    533550110114432311134420000000

    4833501000223422420100100

    68251000000014322232124320000000

    42214311111111140000000

    6735000014432222244330000000

    3433111004311211143310000000

    44214222211141110000100

    21314111311141410000000

    42334101004441112143320000000

    1812110000

    413522100014433311113310000000

    422510000432112111210000000

    2643010104422111114410000101

    4334111104431111143310000010

    412410100012431211114310000000

    622550001002421311144420000000

    24335100003221111234410000000

    24335100003221111234410000000

    5735111104441311134410000001

    12321110004321111141110000000

    13234100004411211134430000000

    6235150111014432312344220000000

    52247010004422121142220000000

    6835000013441121244320010000

    41335001004321121141310000000

    6235150111014432312344220000000

    12213

    6124811000

    543570110004332222343220010000

    28333010002141111111110000000

    5525111004321111141140000000

    33335111004421121142220000000

    17221010004311111111110000000

    341410100003333334143440000001

    61448111004321411244340000000

    514410000014444441444440100000

    423525110002142412243410001000

    1214311111144210000000

    684550111104432221143330000000

    171130100000

    3322111131320100000

    5324111004432221141210000100

    624515111104332221142330100000

    42435110004444211144110000000

    6615300100004311121141210000000

    3223510100441111111110000000

    61310111003421111133410000000

    6213100014112111142110000000

    41121100004321111141110000001

    453520111004441411114410000000

    62121000102431111142210100010

    1233100003311111131110000000

    2133110004433411134410000000

    38234000014111121141110000000

    414525110104442321143210000000

    32222100004113311144110000000

    4134100104441111114310000000

    21221010003411111111110000000

    51235110004231111112330000000

    68355000000014422322244320000000

    423540110104443311143320000100

    68412141221113110000000

    33435100104431311134410000000

    44213111443310000000

    6323110104111111141210000000

    544527111100100100

    42333100003332211114210100000

    11114121141113410000000

    112525100004421221144410000000

    139

    683

    0

    92

    84

    138

    616

    632

    464

    1128

    3256

    2512

    11024

    02048

    04096

    18192

    0

  • Why they introduced technology to others

  • Technology Diffusion Across DistanceUnlike how other technologies are diffused, collaborative technologies are being introduced remotely

    Desire to collaborate may be the driver for the diffusion of virtual collocation technologies

    Technology diffusion process is changing

  • Supporting Virtually Collocated Teams: Desktop ConferencingMS NetMeeting: client softwareShared application: all can display and interact w/infoTeleconferencing Two meeting configurations:Conference room with remote sitesAll at remote sites

  • Problems with Virtual TeamworkInexperience with technology use impeded whole group

    Problems with turn-taking, identifying speaker, who is presentstrong turn-taking disadvantage for remote people

    Members reported lacking knowledge to make sense of others on-line behaviors: reflective looks means they are thinking, silence on the line doesntare they pausing for a comma, or for a period?

    Low involvement due to multi-taskinglow group commitment and meeting disruption

  • Developing New Roles and Means for Virtually Collocated Teams Technology facilitator: leads to effective meetings

    Meeting facilitator: integrates remote members into meeting

    Chat window: additional communication channel- enables parallel work without disrupting meeting- advice for technology problems- attendance check- social communication

  • Meeting DateNumber of AttendeesAudioconferencingNetMeetingScientific Team AttendanceFace-to-face meeting

    Puget Sound

    7

    11

    8

    12

    10

    14

    10

    8

    8

    11

    0

    8

    13

    11

    8

    12

    11

    0

    11

    12

    9

    12

    11

    12

    12

    12

    12

    9

    18

    11

    8

    2

    13

    13

    14

    12

    5

    12

    12

    0

    14

    12

    11

    11

    14

    11

    14

    20

    10

    7

    7

    16

    16

    13

    12

    13

    13

    8

    13

    12

    12

    13

    13

    14

    13

    20

    10

    8

    12

    10

    13

    13

    9

    11

    11

    11

    11

    17

    19

    13

    19

    12

    16

    19

    15

    20

    9

    14

    15

    15

    21

    18

    16

    17

    20

    16

    17

    15

    17

    17

    13

    18

    13

    17

    16

    17

    18

    19

    21

    16

    19

    11

    23

    17

    13

    15

    18

    11

    21

    11

    14

    14

    15

    11

    7

    13

    12

    10

    15

    13

    16

    13

    17

    17

    17

    11

    9

    21

    8

    15

    10

    15

    21

    14

    8

    13

    10

    16

    12

    9

    Puget Sound

    Meeting Date

    Number of Attendees

    Puget Sound Attendees

    Puget-Bellevue

    77

    1111

    88

    1212

    1010

    1414

    1010

    88

    88

    1111

    00

    88

    1313

    1111

    88

    1212

    1111

    00

    1111

    1212

    99

    1212

    1111

    1212

    1212

    1212

    1212

    99

    1818

    1111

    88

    22

    1313

    1313

    1414

    1212

    55

    1212

    1212

    00

    1414

    1212

    1111

    1111

    1414

    1111

    1414

    2020

    1010

    77

    77

    1616

    1616

    1313

    1212

    1313

    1313

    88

    1313

    1212

    1212

    1313

    1313

    1414

    1313

    2020

    1010

    88

    1212

    1010

    1313

    1313

    99

    1111

    1111

    1111

    1111

    1717

    1919

    1313

    1919

    1212

    1616

    1919

    1515

    2020

    99

    1414

    1515

    1515

    2121

    1818

    1616

    1617

    2020

    1616

    1717

    1515

    1717

    1717

    1313

    1818

    1313

    1717

    1616

    1717

    1818

    1719

    1921

    1616

    1819

    1011

    2223

    1517

    1213

    1415

    1718

    1011

    1921

    1111

    1314

    1314

    1415

    1011

    67

    713

    1012

    810

    1115

    813

    1416

    813

    1417

    1217

    1517

    811

    69

    1621

    48

    1215

    610

    1215

    1721

    1114

    78

    1013

    810

    1016

    1012

    69

    Bellevue

    Puget Sound

    Meeting Date

    Number of Attendees

    Puget Sound vs. Bellevue

    Puget-by-site

    07000

    011000

    08000

    012000

    010000

    014000

    010000

    08000

    08000

    011000

    00000

    08000

    013000

    011000

    08000

    012000

    011000

    00000

    011000

    012000

    09000

    012000

    011000

    012000

    012000

    012000

    012000

    09000

    018000

    011000

    08000

    02000

    013000

    013000

    014000

    012000

    05000

    012000

    012000

    00000

    014000

    012000

    011000

    011000

    014000

    011000

    014000

    020000

    010000

    07000

    07000

    016000

    016000

    013000

    012000

    013000

    013000

    08000

    013000

    012000

    012000

    013000

    013000

    014000

    013000

    020000

    010000

    08000

    012000

    010000

    013000

    013000

    09000

    011000

    011000

    011000

    011000

    017000

    019000

    013000

    019000

    012000

    016000

    019000

    015000

    020000

    09000

    014000

    015000

    015000

    021000

    018000

    016000

    016100

    020000

    016000

    017000

    015000

    017000

    017000

    013000

    018000

    013000

    017000

    016000

    017000

    018000

    017200

    019200

    016000

    018100

    010100

    022100

    115100

    012100

    014100

    017100

    010100

    019200

    011000

    013100

    013100

    014100

    010100

    06100

    17131

    010101

    08101

    011301

    08302

    014101

    08302

    014102

    012401

    015101

    08111

    06201

    016203

    04112

    012111

    16201

    012102

    117201

    011102

    17000

    110101

    08101

    010132

    010002

    16101

    Auburn

    Bellevue

    Everett

    Kent

    Renton

    Meeting Date

    Number of Attendees

    Puget Sound by Site

    Bell+other-Pug

    70

    110

    80

    120

    100

    140

    100

    80

    80

    110

    00

    80

    130

    110

    80

    120

    110

    00

    110

    120

    90

    120

    110

    120

    120

    120

    120

    90

    180

    110

    80

    20

    130

    130

    140

    120

    50

    120

    120

    00

    140

    120

    110

    110

    140

    110

    140

    200

    100

    70

    70

    160

    160

    130

    120

    130

    130

    80

    130

    120

    120

    130

    130

    140

    130

    200

    100

    80

    120

    100

    130

    130

    90

    110

    110

    110

    110

    170

    190

    130

    190

    120

    160

    190

    150

    200

    90

    140

    150

    150

    210

    180

    160

    161

    200

    160

    170

    150

    170

    170

    130

    180

    130

    170

    160

    170

    180

    172

    192

    160

    181

    101

    221

    152

    121

    141

    171

    101

    192

    110

    131

    131

    141

    101

    61

    76

    102

    82

    114

    85

    142

    85

    143

    125

    152

    83

    63

    165

    44

    123

    64

    123

    174

    113

    71

    103

    82

    106

    102

    63

    Bellevue

    Pug-Bell

    Meeting Date

    Number of Attendees

    Puget Sound: Bellevue and other sites

    All Sites

    707000349133491300034913

    11011000349203492000034920

    808000349273492700034927

    12012000349343493400034934

    10010000349483494800034948

    14014000349553495500034955

    10010000349623496200034962

    808000349693496900034969

    808000349763497600034976

    11011000349833498300034983

    000000349903499000034990

    808000349973499700034997

    13013000350043500400035004

    11011000350113501100035011

    808000350253502500035025

    12012000350323503200035032

    11011000350393503900035039

    000000350463504600035046

    11011000350533505300035053

    12012000350673506700035067

    909000350743507400035074

    12012000350813508100035081

    11011000350883508800035088

    12012000350953509500035095

    12012000351023510200035102

    12012000351093510900035109

    12012000351163511600035116

    909000351233512300035123

    18018000351303513000035130

    11011000351373513700035137

    808000351443514400035144

    202000351513515100035151

    13013000351583515800035158

    13013000351653516500035165

    14014000351723517200035172

    12012000351793517900035179

    505000351863518600035186

    12012000351933519300035193

    12012000351933519300035193

    000000352073520700035207

    14014000352143521400035214

    12012000352213522100035221

    11011000352283522800035228

    11011000352353523500035235

    14014000352423524200035242

    11011000352493524900035249

    14014000352563525600035256

    20020000352633526300035263

    10010000352703527000035270

    707000353333533300035333

    707000353403534000035340

    16016000353473534700035347

    16016000353473534700035347

    13013000353613536100035361

    12012000353683536800035368

    13013000353753537500035375

    13013000353823538200035382

    808000353893538900035389

    13013000354033540300035403

    12012000354103541000035410

    12012000354173541700035417

    13013000354383543800035438

    13013000354523545200035452

    14014000354523545200035452

    13013000354663546600035466

    20020000354733547300035473

    10010000354803548000035480

    808000354873548700035487

    12012000354943549400035494

    10010000355013550100035501

    13013000355083550800035508

    13013000355153551500035515

    909000355363553600035536

    11011000355433554300035543

    14011000355503555000335550

    18011000355573555700735557

    16011000355643556400535564

    25017300355713557100535571

    24019000355783557800535578

    17013100355853558500335585

    22019100355923559200235592

    15012000355993559900335599

    19016100356063560600235606

    24019200356133561300335613

    21015000356203562000635620

    22020000356273562700235627

    1309200356343563400235634

    16014000356413564100235641

    26015300356483564805335648

    25015300356553565504335655

    29021300356623566202335662

    23018000356693566903235669

    23016200356763567602335676

    21016310356833568300135683

    27020100356903569003335690

    20016000356973569700435697

    21017000357113571102235711

    18015100357183571800235718

    20017000357253572501135725

    22017200357393573900335739

    20013300357463574602235746

    20018000357533575300235753

    18013300357603576000235760

    21017000357673576701335767

    19016100357743577402035774

    22017200000030

    22018300000010

    23017120000030

    32019420000430

    21016200000030

    24018210000030

    16010010000050

    29022210000031

    23115310000030

    19012210000040

    19014110000030

    26017210000330

    20010010000540

    34019220000740

    23011200000640

    22013210000330

    24013310000331

    27014110000542

    22010110000550

    1306310000030

    2617313001550

    20010210001240

    2708310101850

    28011330101630

    2208330102050

    25014310001330

    2008230102040

    25014310102130

    29012140101721

    23015110101040

    2408311111350

    2206120101740

    30016420003050

    2104111102560

    21012011011050

    1816120111320

    19012010112020

    29117020111150

    20011210212010

    2217300010550

    22110210111050

    2508310111640

    22010213112020

    27010100202750

    1416310201000

    Rep

    Auburn

    Bellevue

    Canoga Park

    Everett

    Kent

    Long Beach

    Philadelphia

    Renton

    St. Louis

    Wichita

    Other

    Meeting Date

    Number of Attendees

    Scientific Team: All Sites

    All Sites-no label

    707000349133491300034913

    11011000349203492000034920

    808000349273492700034927

    12012000349343493400034934

    10010000349483494800034948

    14014000349553495500034955

    10010000349623496200034962

    808000349693496900034969

    808000349763497600034976

    11011000349833498300034983

    000000349903499000034990

    808000349973499700034997

    13013000350043500400035004

    11011000350113501100035011

    808000350253502500035025

    12012000350323503200035032

    11011000350393503900035039

    000000350463504600035046

    11011000350533505300035053

    12012000350673506700035067

    909000350743507400035074

    12012000350813508100035081

    11011000350883508800035088

    12012000350953509500035095

    12012000351023510200035102

    12012000351093510900035109

    12012000351163511600035116

    909000351233512300035123

    18018000351303513000035130

    11011000351373513700035137

    808000351443514400035144

    202000351513515100035151

    13013000351583515800035158

    13013000351653516500035165

    14014000351723517200035172

    12012000351793517900035179

    505000351863518600035186

    12012000351933519300035193

    12012000351933519300035193

    000000352073520700035207

    14014000352143521400035214

    12012000352213522100035221

    11011000352283522800035228

    11011000352353523500035235

    14014000352423524200035242

    11011000352493524900035249

    14014000352563525600035256

    20020000352633526300035263

    10010000352703527000035270

    707000353333533300035333

    707000353403534000035340

    16016000353473534700035347

    16016000353473534700035347

    13013000353613536100035361

    12012000353683536800035368

    13013000353753537500035375

    13013000353823538200035382

    808000353893538900035389

    13013000354033540300035403

    12012000354103541000035410

    12012000354173541700035417

    13013000354383543800035438

    13013000354523545200035452

    14014000354523545200035452

    13013000354663546600035466

    20020000354733547300035473

    10010000354803548000035480

    808000354873548700035487

    12012000354943549400035494

    10010000355013550100035501

    13013000355083550800035508

    13013000355153551500035515

    909000355363553600035536

    11011000355433554300035543

    14011000355503555000335550

    18011000355573555700735557

    16011000355643556400535564

    25017300355713557100535571

    24019000355783557800535578

    17013100355853558500335585

    22019100355923559200235592

    15012000355993559900335599

    19016100356063560600235606

    24019200356133561300335613

    21015000356203562000635620

    22020000356273562700235627

    1309200356343563400235634

    16014000356413564100235641

    26015300356483564805335648

    25015300356553565504335655

    29021300356623566202335662

    23018000356693566903235669

    23016200356763567602335676

    21016310356833568300135683

    27020100356903569003335690

    20016000356973569700435697

    21017000357113571102235711

    18015100357183571800235718

    20017000357253572501135725

    22017200357393573900335739

    20013300357463574602235746

    20018000357533575300235753

    18013300357603576000235760

    21017000357673576701335767

    19016100357743577402035774

    22017200000030

    22018300000010

    23017120000030

    32019420000430

    21016200000030

    24018210000030

    16010010000050

    29022210000031

    23115310000030

    19012210000040

    19014110000030

    26017210000330

    20010010000540

    34019220000740

    23011200000640

    22013210000330

    24013310000331

    27014110000542

    22010110000550

    1306310000030

    2617313001550

    20010210001240

    2708310101850

    28011330101630

    2208330102050

    25014310001330

    2008230102040

    25014310102130

    29012140101721

    23015110101040

    2408311111350

    2206120101740

    30016420003050

    2104111102560

    21012011011050

    1816120111320

    19012010112020

    29117020111150

    20011210212010

    2217300010550

    22110210111050

    2508310111640

    22010213112020

    27010100202750

    1416310201000

    Rep

    Auburn

    Bellevue

    Canoga Park

    Everett

    Kent

    Long Beach

    Philadelphia

    Renton

    St. Louis

    Wichita

    Other

    Puget-by-site-no label

    07000

    011000

    08000

    012000

    010000

    014000

    010000

    08000

    08000

    011000

    00000

    08000

    013000

    011000

    08000

    012000

    011000

    00000

    011000

    012000

    09000

    012000

    011000

    012000

    012000

    012000

    012000

    09000

    018000

    011000

    08000

    02000

    013000

    013000

    014000

    012000

    05000

    012000

    012000

    00000

    014000

    012000

    011000

    011000

    014000

    011000

    014000

    020000

    010000

    07000

    07000

    016000

    016000

    013000

    012000

    013000

    013000

    08000

    013000

    012000

    012000

    013000

    013000

    014000

    013000

    020000

    010000

    08000

    012000

    010000

    013000

    013000

    09000

    011000

    011000

    011000

    011000

    017000

    019000

    013000

    019000

    012000

    016000

    019000

    015000

    020000

    09000

    014000

    015000

    015000

    021000

    018000

    016000

    016100

    020000

    016000

    017000

    015000

    017000

    017000

    013000

    018000

    013000

    017000

    016000

    017000

    018000

    017200

    019200

    016000

    018100

    010100

    022100

    115100

    012100

    014100

    017100

    010100

    019200

    011000

    013100

    013100

    014100

    010100

    06100

    17131

    010101

    08101

    011301

    08302

    014101

    08302

    014102

    012401

    015101

    08111

    06201

    016203

    04112

    012111

    16201

    012102

    117201

    011102

    17000

    110101

    08101

    010132

    010002

    16101

    Auburn

    Bellevue

    Everett

    Kent

    Renton

    Number sites

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    2

    2

    2

    3

    2

    3

    3

    2

    3

    3

    2

    2

    3

    2

    4

    4

    4

    3

    4

    4

    4

    2

    3

    3

    3

    3

    4

    2

    3

    3

    3

    3

    3

    4

    5

    3

    4

    3

    5

    5

    4

    4

    5

    4

    5

    4

    5

    6

    6

    5

    4

    8

    6

    7

    7

    6

    6

    6

    7

    8

    6

    9

    7

    5

    8

    6

    9

    6

    8

    7

    6

    8

    8

    8

    6

    6

    No. Sites

    Total Number Sites

    Number sites-no label

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    2

    2

    2

    3

    2

    3

    3

    2

    3

    3

    2

    2

    3

    2

    4

    4

    4

    3

    4

    4

    4

    2

    3

    3

    3

    3

    4

    2

    3

    3

    3

    3

    3

    4

    5

    3

    4

    3

    5

    5

    4

    4

    5

    4

    5

    4

    5

    6

    6

    5

    4

    8

    6

    7

    7

    6

    6

    6

    7

    8

    6

    9

    7

    5

    8

    6

    9

    6

    8

    7

    6

    8

    8

    8

    6

    6

    No. Sites

    Total attendees-no label

    7

    11

    8

    12

    10

    14

    10

    8

    8

    11

    0

    8

    13

    11

    8

    12

    11

    0

    11

    12

    9

    12

    11

    12

    12

    12

    12

    9

    18

    11

    8

    2

    13

    13

    14

    12

    5

    12

    12

    0

    14

    12

    11

    11

    14

    11

    14

    20

    10

    7

    7

    16

    16

    13

    12

    13

    13

    8

    13

    12

    12

    13

    13

    14

    13

    20

    10

    8

    12

    10

    13

    13

    9

    11

    14

    18

    16

    25

    24

    17

    22

    15

    19

    24

    21

    22

    13

    16

    26

    25

    29

    23

    23

    21

    27

    20

    21

    18

    20

    22

    20

    20

    18

    21

    19

    22

    22

    23

    32

    21

    24

    16

    29

    23

    19

    19

    26

    20

    34

    23

    22

    24

    27

    22

    13

    26

    20

    27

    28

    22

    25

    20

    25

    29

    23

    24

    22

    30

    21

    21

    18

    19

    29

    20

    22

    22

    25

    22

    27

    14

    Total

    Total attendees-less dates

    7

    11

    8

    12

    10

    14

    10

    8

    8

    11

    0

    8

    13

    11

    8

    12

    11

    0

    11

    12

    9

    12

    11

    12

    12

    12

    12

    9

    18

    11

    8

    2

    13

    13

    14

    12

    5

    12

    12

    0

    14

    12

    11

    11

    14

    11

    14

    20

    10

    7

    7

    16

    16

    13

    12

    13

    13

    8

    13

    12

    12

    13

    13

    14

    13

    20

    10

    8

    12

    10

    13

    13

    9

    11

    14

    18

    16

    25

    24

    17

    22

    15

    19

    24

    21

    22

    13

    16

    26

    25

    29

    23

    23

    21

    27

    20

    21

    18

    20

    22

    20

    20

    18

    21

    19

    22

    22

    23

    32

    21

    24

    16

    29

    23

    19

    19

    26

    20

    34

    23

    22

    24

    27

    22

    13

    26

    20

    27

    28

    22

    25

    20

    25

    29

    23

    24

    22

    30

    21

    21

    18

    19

    29

    20

    22

    22

    25

    22

    27

    14

    Total

    mpdt_stats_full

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    EX12-Jun-96drill_meeting_061996.html11001100000011012-Jun-961

    EX19-Jun-96drill_meeting_062696.html11001100000011019-Jun-961

    EX26-Jun-96drill_meeting_070396.html14001400000014026-Jun-961

    EX3-Jul-96drill_meeting_071096.html1100110000001103-Jul-961

    EX10-Jul-96drill_meeting_071796.html14001400000014010-Jul-961

    EX17-Jul-96drill_meeting_072496.html20002000000020017-Jul-961

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    EX25-Sep-96drill_meeting_100296.html70070000007025-Sep-961

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    EX9-Oct-96drill_meeting_101696.html1600160000001609-Oct-961

    EX9-Oct-96drill_meeting_102396.html1600160000001609-Oct-961

    EX23-Oct-96drill_meeting_103096.html13001300000013023-Oct-961

    EX30-Oct-96drill_meeting_110696.html12001200000012030-Oct-961

    EX6-Nov-96drill_meeting_111396.html1300130000001306-Nov-961

    EX13-Nov-96drill_meeting_112096.html13001300000013013-Nov-961

    EX20-Nov-96drill_meeting_120496.html80080000008020-Nov-961

    EX4-Dec-96drill_meeting_121196.html1300130000001304-Dec-961

    EX11-Dec-96drill_meeting_121896.html12001200000012011-Dec-961

    EX18-Dec-96drill_meeting_010897.html12001200000012018-Dec-961

    EX8-Jan-97drill_meeting_011597.html1300130000001308-Jan-971

    EX22-Jan-97drill_meeting_012997.html13001300000013022-Jan-971

    EX22-Jan-97drill_meeting_020597.html14001400000014022-Jan-971

    EX5-Feb-97drill_meeting_021297.html1300130000001305-Feb-971

    EX12-Feb-97drill_meeting_021997.html20002000000020012-Feb-971

    EX19-Feb-97drill_meeting_022697.html10001000000010019-Feb-971

    EX26-Feb-97drill_meeting_030597.html80080000008026-Feb-971

    EX5-Mar-97drill_meeting_031297.html1200120000001205-Mar-971

    EX12-Mar-97drill_meeting_031997.html10001000000010012-Mar-971

    EX19-Mar-97drill_meeting_032697.html13001300000013019-Mar-971

    EX26-Mar-97drill_meeting_040295.html13001300000013026-Mar-971

    EX16-Apr-97drill_meeting_042397.html90090000009016-Apr-971

    EX23-Apr-97drill_meeting_043097.html11001100000011023-Apr-971

    30-Apr-97drill_meeting_050797.html141401100000311030-Apr-972

    7-May-97drill_meeting_051497.html18180110000071107-May-972

    14-May-97drill_meeting_052197.html161601100000511014-May-972

    21-May-97drill_meeting_052897.html252501730000517021-May-973

    EX28-May-97drill_meeting_060497.html242401900000519028-May-972

    4-Jun-97drill_meeting_061197.html17170131000031304-Jun-973

    11-Jun-97drill_meeting_061897.html222201910000219011-Jun-973

    EX18-Jun-97drill_meeting_062597.html151501200000312018-Jun-972

    EX25-Jun-97drill_meeting_070297.html191901610000216025-Jun-973

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    EX23-Jul-97drill_meeting_073097.html1313092000029023-Jul-973

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    13-Aug-97drill_meeting_082097.html252501530004315013-Aug-974

    20-Aug-97drill_meeting_082797.html292902130002321020-Aug-974

    27-Aug-97drill_meeting_090397.html232301800003218027-Aug-973

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    17-Sep-97drill_meeting_092497.html272702010003320017-Sep-974

    24-Sep-97drill_meeting_100197.html202001600000416024-Sep-972

    8-Oct-97drill_meeting_101597.html21210170000221708-Oct-973

    EX15-Oct-97drill_meeting_102297.html181801510000215015-Oct-973

    EX22-Oct-97drill_meeting_102997.html202001700001117022-Oct-973

    EX5-Nov-97drill_meeting_111297.html22220172000031705-Nov-973

    12-Nov-97drill_meeting_111997.html202001330002213012-Nov-974

    19-Nov-97drill_meeting_112697.html202001800000218019-Nov-972

    26-Nov-97drill_meeting_120397.html181801330000213026-Nov-973

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    17-Dec-97drill_meeting_010798.html222201720000003017017-Dec-973

    7-Jan-98drill_meeting_011498.html22220183000000101807-Jan-983

    14-Jan-98drill_meeting_012198.html232301712000003019214-Jan-984

    28-Jan-98drill_meeting_020498.html323201942000043021228-Jan-985

    4-Feb-98drill_meeting_021198.html21210162000000301604-Feb-983

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    18-Feb-98drill_meeting_022598.html161601001000005011118-Feb-983

    25-Feb-98drill_meeting_030498.html292902221000003123125-Feb-985

    4-Mar-98drill_meeting_031198.html23231153100000301724-Mar-985

    11-Mar-98drill_meeting_031898.html191901221000004013111-Mar-984

    18-Mar-98drill_meeting_032598.html191901411000003015118-Mar-984

    25-Mar-98drill_meeting_040198.html262601721000033018125-Mar-985

    1-Apr-98drill_meeting_040898.html20200100100005401111-Apr-984

    8-Apr-98drill_meeting_041598.html34340192200007402128-Apr-985

    15-Apr-98drill_meeting_042298.html232301120000064011015-Apr-984

    22-Apr-98drill_meeting_042998.html222201321000033014122-Apr-985

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    6-May-98drill_meeting_051398.html27270141100005421516-May-986

    13-May-98drill_meeting_052098.html222201011000055011113-May-985

    20-May-98drill_meeting_052798.html1313063100000307120-May-984

    27-May-98drill_meeting_060398.html26261731300155013627-May-988

    3-Jun-98drill_meeting_061098.html20200102100012401223-Jun-986

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    17-Jun-98drill_meeting_062498.html282801133010163015417-Jun-987

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    8-Jul-98drill_meeting_071598.html25250143100013301628-Jul-986

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    22-Jul-98drill_meeting_072998.html252501431010213017322-Jul-987

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    12-Aug-98drill_meeting_081998.html24240831111135011312-Aug-989

    19-Aug-98drill_meeting_082698.html2222061201017409319-Aug-987

    26-Aug-98drill_meeting_090298.html303001642000305021526-Aug-985

    2-Sep-98drill_meeting_090998.html212104111102560842-Sep-988

    9-Sep-98drill_meeting_091698.html21210120110110501539-Sep-986

    16-Sep-98drill_meeting_092398.html18181612011132010416-Sep-989

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    7-Oct-98drill_meeting_101498.html20200112102120101437-Oct-987

    14-Oct-98drill_meeting_102198.html2222173000105508114-Oct-986

    21-Oct-98drill_meeting_102898.html222211021011105013321-Oct-988

    28-Oct-98drill_meeting_110498.html25250831011164010228-Oct-988

    4-Nov-98drill_meeting_111198.html22220102131120201664-Nov-988

    11-Nov-98drill_meeting_111898.html272701010020275012211-Nov-986

    18-Nov-98drill_meeting_120298.html1414163102010009318-Nov-986

  • Attendance over Technology Phases: Greater Seattle

  • Distribution and Technology PhaseScientific Team

    Meeting Date

    Aug 1995

    Oct 1995

    Dec 1995

    Feb 1996

    Apr 1996

    Jun 1996

    Aug 1996

    Oct 1996

    Dec 1996

    Feb 1997

    Apr 1997

    Jun 1997

    Aug 1997

    Oct 1997

    Dec 1997

    Feb 1998

    Apr 1998

    Jun 1998

    Aug 1998

    Oct 1998

    Dec 1998

    Greater Seattle(remote)Sites

    Audioconferencing

    NM

    Face-to-face meeting

    Distribution in Technology Phases:Scientific Team (Greater Seattle)

  • Number of SitesMeeting DateNetMeetingAudio conferencing

    Total Number Sites for Scientific Team

    Face-to-face meeting

    Puget Sound

    7

    11

    8

    12

    10

    14

    10

    8

    8

    11

    0

    8

    13

    11

    8

    12

    11

    0

    11

    12

    9

    12

    11

    12

    12

    12

    12

    9

    18

    11

    8

    2

    13

    13

    14

    12

    5

    12

    12

    0

    14

    12

    11

    11

    14

    11

    14

    20

    10

    7

    7

    16

    16

    13

    12

    13

    13

    8

    13

    12

    12

    13

    13

    14

    13

    20

    10

    8

    12

    10

    13

    13

    9

    11

    11

    11

    11

    17

    19

    13

    19

    12

    16

    19

    15

    20

    9

    14

    15

    15

    21

    18

    16

    17

    20

    16

    17

    15

    17

    17

    13

    18

    13

    17

    16

    17

    18

    19

    21

    16

    19

    11

    23

    17

    13

    15

    18

    11

    21

    11

    14

    14

    15

    11

    7

    13

    12

    10

    15

    13

    16

    13

    17

    17

    17

    11

    9

    21

    8

    15

    10

    15

    21

    14

    8

    13

    10

    16

    12

    9

    Puget Sound

    Meeting Date

    Number of Attendees

    Puget Sound Attendees

    Puget-Bellevue

    77

    1111

    88

    1212

    1010

    1414

    1010

    88

    88

    1111

    00

    88

    1313

    1111

    88

    1212

    1111

    00

    1111

    1212

    99

    1212

    1111

    1212

    1212

    1212

    1212

    99

    1818

    1111

    88

    22

    1313

    1313

    1414

    1212

    55

    1212

    1212

    00

    1414

    1212

    1111

    1111

    1414

    1111

    1414

    2020

    1010

    77

    77

    1616

    1616

    1313

    1212

    1313

    1313

    88

    1313

    1212

    1212

    1313

    1313

    1414

    1313

    2020

    1010

    88

    1212

    1010

    1313

    1313

    99

    1111

    1111

    1111

    1111

    1717

    1919

    1313

    1919

    1212

    1616

    1919

    1515

    2020

    99

    1414

    1515

    1515

    2121

    1818

    1616

    1617

    2020

    1616

    1717

    1515

    1717

    1717

    1313

    1818

    1313

    1717

    1616

    1717

    1818

    1719

    1921

    1616

    1819

    1011

    2223

    1517

    1213

    1415

    1718

    1011

    1921

    1111

    1314

    1314

    1415

    1011

    67

    713

    1012

    810

    1115

    813

    1416

    813

    1417

    1217

    1517

    811

    69

    1621

    48

    1215

    610

    1215

    1721

    1114

    78

    1013

    810

    1016

    1012

    69

    Bellevue

    Puget Sound

    Meeting Date

    Number of Attendees

    Puget Sound vs. Bellevue

    Puget-by-site

    07000

    011000

    08000

    012000

    010000

    014000

    010000

    08000

    08000

    011000

    00000

    08000

    013000

    011000

    08000

    012000

    011000

    00000

    011000

    012000

    09000

    012000

    011000

    012000

    012000

    012000

    012000

    09000

    018000

    011000

    08000

    02000

    013000

    013000

    014000

    012000

    05000

    012000

    012000

    00000

    014000

    012000

    011000

    011000

    014000

    011000

    014000

    020000

    010000

    07000

    07000

    016000

    016000

    013000

    012000

    013000

    013000

    08000

    013000

    012000

    012000

    013000

    013000

    014000

    013000

    020000

    010000

    08000

    012000

    010000

    013000

    013000

    09000

    011000

    011000

    011000

    011000

    017000

    019000

    013000

    019000

    012000

    016000

    019000

    015000

    020000

    09000

    014000

    015000

    015000

    021000

    018000

    016000

    016100

    020000

    016000

    017000

    015000

    017000

    017000

    013000

    018000

    013000

    017000

    016000

    017000

    018000

    017200

    019200

    016000

    018100

    010100

    022100

    115100

    012100

    014100

    017100

    010100

    019200

    011000

    013100

    013100

    014100

    010100

    06100

    17131

    010101

    08101

    011301

    08302

    014101

    08302

    014102

    012401

    015101

    08111

    06201

    016203

    04112

    012111

    16201

    012102

    117201

    011102

    17000

    110101

    08101

    010132

    010002

    16101

    Auburn

    Bellevue

    Everett

    Kent

    Renton

    Meeting Date

    Number of Attendees

    Puget Sound by Site

    Bell+other-Pug

    70

    110

    80

    120

    100

    140

    100

    80

    80

    110

    00

    80

    130

    110

    80

    120

    110

    00

    110

    120

    90

    120

    110

    120

    120

    120

    120

    90

    180

    110

    80

    20

    130

    130

    140

    120

    50

    120

    120

    00

    140

    120

    110

    110

    140

    110

    140

    200

    100

    70

    70

    160

    160

    130

    120

    130

    130

    80

    130

    120

    120

    130

    130

    140

    130

    200

    100

    80

    120

    100

    130

    130

    90

    110

    110

    110

    110

    170

    190

    130

    190

    120

    160

    190

    150

    200

    90

    140

    150

    150

    210

    180

    160

    161

    200

    160

    170

    150

    170

    170

    130

    180

    130

    170

    160

    170

    180

    172

    192

    160

    181

    101

    221

    152

    121

    141

    171

    101

    192

    110

    131

    131

    141

    101

    61

    76

    102

    82

    114

    85

    142

    85

    143

    125

    152

    83

    63

    165

    44

    123

    64

    123

    174

    113

    71

    103

    82

    106

    102

    63

    Bellevue

    Pug-Bell

    Meeting Date

    Number of Attendees

    Puget Sound: Bellevue and other sites

    All Sites

    707000349133491300034913

    11011000349203492000034920

    808000349273492700034927

    12012000349343493400034934

    10010000349483494800034948

    14014000349553495500034955

    10010000349623496200034962

    808000349693496900034969

    808000349763497600034976

    11011000349833498300034983

    000000349903499000034990

    808000349973499700034997

    13013000350043500400035004

    11011000350113501100035011

    808000350253502500035025

    12012000350323503200035032

    11011000350393503900035039

    000000350463504600035046

    11011000350533505300035053

    12012000350673506700035067

    909000350743507400035074

    12012000350813508100035081

    11011000350883508800035088

    12012000350953509500035095

    12012000351023510200035102

    12012000351093510900035109

    12012000351163511600035116

    909000351233512300035123

    18018000351303513000035130

    11011000351373513700035137

    808000351443514400035144

    202000351513515100035151

    13013000351583515800035158

    13013000351653516500035165

    14014000351723517200035172

    12012000351793517900035179

    505000351863518600035186

    12012000351933519300035193

    12012000351933519300035193

    000000352073520700035207

    14014000352143521400035214

    12012000352213522100035221

    11011000352283522800035228

    11011000352353523500035235

    14014000352423524200035242

    11011000352493524900035249

    14014000352563525600035256

    20020000352633526300035263

    10010000352703527000035270

    707000353333533300035333

    707000353403534000035340

    16016000353473534700035347

    16016000353473534700035347

    13013000353613536100035361

    12012000353683536800035368

    13013000353753537500035375

    13013000353823538200035382

    808000353893538900035389

    13013000354033540300035403

    12012000354103541000035410

    12012000354173541700035417

    13013000354383543800035438

    13013000354523545200035452

    14014000354523545200035452

    13013000354663546600035466

    20020000354733547300035473

    10010000354803548000035480

    808000354873548700035487

    12012000354943549400035494

    10010000355013550100035501

    13013000355083550800035508

    13013000355153551500035515

    909000355363553600035536

    11011000355433554300035543

    14011000355503555000335550

    18011000355573555700735557

    16011000355643556400535564

    25017300355713557100535571

    24019000355783557800535578

    17013100355853558500335585

    22019100355923559200235592

    15012000355993559900335599

    19016100356063560600235606

    24019200356133561300335613

    21015000356203562000635620

    22020000356273562700235627

    1309200356343563400235634

    16014000356413564100235641

    26015300356483564805335648

    25015300356553565504335655

    29021300356623566202335662

    23018000356693566903235669

    23016200356763567602335676

    21016310356833568300135683

    27020100356903569003335690

    20016000356973569700435697

    21017000357113571102235711

    18015100357183571800235718

    20017000357253572501135725

    22017200357393573900335739

    20013300357463574602235746

    20018000357533575300235753

    18013300357603576000235760

    21017000357673576701335767

    19016100357743577402035774

    22017200000030

    22018300000010

    23017120000030

    32019420000430

    21016200000030

    24018210000030

    16010010000050

    29022210000031

    23115310000030

    19012210000040

    19014110000030

    26017210000330

    20010010000540

    34019220000740

    23011200000640

    22013210000330

    24013310000331

    27014110000542

    22010110000550

    1306310000030

    2617313001550

    20010210001240

    2708310101850

    28011330101630

    2208330102050

    25014310001330

    2008230102040

    25014310102130

    29012140101721

    23015110101040

    2408311111350

    2206120101740

    30016420003050

    2104111102560

    21012011011050

    1816120111320

    19012010112020

    29117020111150

    20011210212010

    2217300010550

    22110210111050

    2508310111640

    22010213112020

    27010100202750

    1416310201000

    Rep

    Auburn

    Bellevue

    Canoga Park

    Everett

    Kent

    Long Beach

    Philadelphia

    Renton

    St. Louis

    Wichita

    Other

    Meeting Date

    Number of Attendees

    Scientific Team: All Sites

    All Sites-no label

    707000349133491300034913

    11011000349203492000034920

    808000349273492700034927

    12012000349343493400034934

    10010000349483494800034948

    14014000349553495500034955

    10010000349623496200034962

    808000349693496900034969

    808000349763497600034976

    11011000349833498300034983

    000000349903499000034990

    808000349973499700034997

    13013000350043500400035004

    11011000350113501100035011

    808000350253502500035025

    12012000350323503200035032

    11011000350393503900035039

    000000350463504600035046

    11011000350533505300035053

    12012000350673506700035067

    909000350743507400035074

    12012000350813508100035081

    11011000350883508800035088

    12012000350953509500035095

    12012000351023510200035102

    12012000351093510900035109

    12012000351163511600035116

    909000351233512300035123

    18018000351303513000035130

    11011000351373513700035137

    808000351443514400035144

    202000351513515100035151

    13013000351583515800035158

    13013000351653516500035165

    14014000351723517200035172

    12012000351793517900035179

    505000351863518600035186

    12012000351933519300035193

    12012000351933519300035193

    000000352073520700035207

    14014000352143521400035214

    12012000352213522100035221

    11011000352283522800035228

    11011000352353523500035235

    14014000352423524200035242

    11011000352493524900035249

    14014000352563525600035256

    20020000352633526300035263

    10010000352703527000035270

    707000353333533300035333

    707000353403534000035340

    16016000353473534700035347

    16016000353473534700035347

    13013000353613536100035361

    12012000353683536800035368

    13013000353753537500035375

    13013000353823538200035382

    808000353893538900035389

    13013000354033540300035403

    12012000354103541000035410

    12012000354173541700035417

    13013000354383543800035438

    13013000354523545200035452

    14014000354523545200035452

    13013000354663546600035466

    20020000354733547300035473

    10010000354803548000035480

    808000354873548700035487

    12012000354943549400035494

    10010000355013550100035501

    13013000355083550800035508

    13013000355153551500035515

    909000355363553600035536

    11011000355433554300035543

    14011000355503555000335550

    18011000355573555700735557

    16011000355643556400535564

    25017300355713557100535571

    24019000355783557800535578

    17013100355853558500335585

    22019100355923559200235592

    15012000355993559900335599

    19016100356063560600235606

    24019200356133561300335613

    21015000356203562000635620

    22020000356273562700235627

    1309200356343563400235634

    16014000356413564100235641

    26015300356483564805335648

    25015300356553565504335655

    29021300356623566202335662

    23018000356693566903235669

    23016200356763567602335676

    21016310356833568300135683

    27020100356903569003335690

    20016000356973569700435697

    21017000357113571102235711

    18015100357183571800235718

    20017000357253572501135725

    22017200357393573900335739

    20013300357463574602235746

    20018000357533575300235753

    18013300357603576000235760

    21017000357673576701335767

    19016100357743577402035774

    22017200000030

    22018300000010

    23017120000030

    32019420000430

    21016200000030

    24018210000030

    16010010000050

    29022210000031

    23115310000030

    19012210000040

    19014110000030

    26017210000330

    20010010000540

    34019220000740

    23011200000640

    22013210000330

    24013310000331

    27014110000542

    22010110000550

    1306310000030

    2617313001550

    20010210001240

    2708310101850

    28011330101630

    2208330102050

    25014310001330

    2008230102040

    25014310102130

    29012140101721

    23015110101040

    2408311111350

    2206120101740

    30016420003050

    2104111102560

    21012011011050

    1816120111320

    19012010112020

    29117020111150

    20011210212010

    2217300010550

    22110210111050

    2508310111640

    22010213112020

    27010100202750

    1416310201000

    Rep

    Auburn

    Bellevue

    Canoga Park

    Everett

    Kent

    Long Beach

    Philadelphia

    Renton

    St. Louis

    Wichita

    Other

    Puget-by-site-no label

    07000

    011000

    08000

    012000

    010000

    014000

    010000

    08000

    08000

    011000

    00000

    08000

    013000

    011000

    08000

    012000

    011000

    00000

    011000

    012000

    09000

    012000

    011000

    012000

    012000

    012000

    012000

    09000

    018000

    011000

    08000

    02000

    013000

    013000

    014000

    012000

    05000

    012000

    012000

    00000

    014000

    012000

    011000

    011000

    014000

    011000

    014000

    020000

    010000

    07000

    07000

    016000

    016000

    013000

    012000

    013000

    013000

    08000

    013000

    012000

    012000

    013000

    013000

    014000

    013000

    020000

    010000

    08000

    012000

    010000

    013000

    013000

    09000

    011000

    011000

    011000

    011000

    017000

    019000

    013000

    019000

    012000

    016000

    019000

    015000

    020000

    09000

    014000

    015000

    015000

    021000

    018000

    016000

    016100

    020000

    016000

    017000

    015000

    017000

    017000

    013000

    018000

    013000

    017000

    016000

    017000

    018000

    017200

    019200

    016000

    018100

    010100

    022100

    115100

    012100

    014100

    017100

    010100

    019200

    011000

    013100

    013100

    014100

    010100

    06100

    17131

    010101

    08101

    011301

    08302

    014101

    08302

    014102

    012401

    015101

    08111

    06201

    016203

    04112

    012111

    16201

    012102

    117201

    011102

    17000

    110101

    08101

    010132

    010002

    16101

    Auburn

    Bellevue

    Everett

    Kent

    Renton

    Number sites

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    2

    2

    2

    3

    2

    3

    3

    2

    3

    3

    2

    2

    3

    2

    4

    4

    4

    3

    4

    4

    4

    2

    3

    3

    3

    3

    4

    2

    3

    3

    3

    3

    3

    4

    5

    3

    4

    3

    5

    5

    4

    4

    5

    4

    5

    4

    5

    6

    6

    5

    4

    8

    6

    7

    7

    6

    6

    6

    7

    8

    6

    9

    7

    5

    8

    6

    9

    6

    8

    7

    6

    8

    8

    8

    6

    6

    No. Sites

    Total Number Sites

    Number sites-no label

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    1

    2

    2

    2

    3

    2

    3

    3

    2

    3

    3

    2

    2

    3

    2

    4

    4

    4

    3

    4

    4

    4

    2

    3

    3

    3

    3

    4

    2

    3

    3

    3

    3

    3

    4

    5

    3

    4

    3

    5

    5

    4

    4

    5

    4

    5

    4

    5

    6

    6

    5

    4

    8

    6

    7

    7

    6

    6

    6

    7

    8

    6

    9

    7

    5

    8

    6

    9

    6

    8

    7

    6

    8

    8

    8

    6

    6

    No. Sites

    mpdt_stats_full

    EXDateFile nameRepCompAuburnBellevueCanoga ParkEverettKentLong BeachPhiladelphiaRentonSt. LouisWichitaOtherPuget SoundPug-BellDateNo. Sites

    EX2-Aug-95drill_meeting_080995.html7007000000702-Aug-951

    EX9-Aug-95drill_meeting_081695.html1100110000001109-Aug-951

    EX16-Aug-95drill_meeting_082395.html80080000008016-Aug-951

    EX23-Aug-95drill_meeting_090695.html12001200000012023-Aug-951

    EX6-Sep-95drill_meeting_091395.html1000100000001006-Sep-951

    EX13-Sep-95drill_meeting_092095.html14001400000014013-Sep-951

    EX20-Sep-95drill_meeting_092795.html10001000000010020-Sep-951

    EX27-Sep-95drill_meeting_100495.html80080000008027-Sep-951

    EX4-Oct-95drill_meeting_101195.html8008000000804-Oct-951

    EX11-Oct-95drill_meeting_101895.html11001100000011011-Oct-951

    EX18-Oct-95drill_meeting_102595.html00000000000018-Oct-951

    EX25-Oct-95drill_meeting_110195.html80080000008025-Oct-951

    EX1-Nov-95drill_meeting_110895.html1300130000001301-Nov-951

    EX8-Nov-95drill_meeting_112295.html1100110000001108-Nov-951

    EX22-Nov-95drill_meeting_112995.html80080000008022-Nov-951

    EX29-Nov-95drill_meeting_120695.html12001200000012029-Nov-951

    EX6-Dec-95drill_meeting_121395.html1100110000001106-Dec-951

    EX13-Dec-95drill_meeting_122095.html00000000000013-Dec-951

    EX20-Dec-95drill_meeting_010396.html11001100000011020-Dec-951

    EX3-Jan-96drill_meeting_011096.html1200120000001203-Jan-961

    EX10-Jan-96drill_meeting_011796.html90090000009010-Jan-961

    EX17-Jan-96drill_meeting_012496.html12001200000012017-Jan-961

    EX24-Jan-96drill_meeting_013196.html11001100000011024-Jan-961

    EX31-Jan-96drill_meeting_020796.html12001200000012031-Jan-961

    EX7-Feb-96drill_meeting_021496.html1200120000001207-Feb-961

    EX14-Feb-96drill_meeting_022196.html12001200000012014-Feb-961

    EX21-Feb-96drill_meeting_022896.html12001200000012021-Feb-961

    EX28-Feb-96drill_meeting_030696.html90090000009028-Feb-961

    EX6-Mar-96drill_meeting_031396.html1800180000001806-Mar-961

    EX13-Mar-96drill_meeting_032096.html11001100000011013-Mar-961

    EX20-Mar-96drill_meeting_032796.html80080000008020-Mar-961

    EX27-Mar-96drill_meeting_040396.html20020000002027-Mar-961

    EX3-Apr-96drill_meeting_041096.html1300130000001303-Apr-961

    EX10-Apr-96drill_meeting_041796.html13001300000013010-Apr-961

    EX17-Apr-96drill_meeting_042496.html14001400000014017-Apr-961

    EX24-Apr-96drill_meeting_050196.html12001200000012024-Apr-961

    EX1-May-96drill_meeting_050896.html5005000000501-May-961

    EX8-May-96drill_meeting_051596.html1200120000001208-May-961

    EX8-May-96drill_meeting_052296.html1200120000001208-May-961

    EX22-May-96drill_meeting_052996.html00000000000022-May-961

    EX29-May-96drill_meeting_060596.html14001400000014029-May-961

    EX5-Jun-96drill_meeting_061296.html1200120000001205-Jun-961

    EX12-Jun-96drill_meeting_061996.html11001100000011012-Jun-961

    EX19-Jun-96drill_meeting_062696.html11001100000011019-Jun-961

    EX26-Jun-96drill_meeting_070396.html14001400000014026-Jun-961

    EX3-Jul-96drill_meeting_071096.html1100110000001103-Jul-961

    EX10-Jul-96drill_meeting_071796.html14001400000014010-Jul-961

    EX17-Jul-96drill_meeting_072496.html20002000000020017-Jul-961

    EX24-Jul-96drill_meeting_073196.html10001000000010024-Jul-961

    EX25-Sep-96drill_meeting_100296.html70070000007025-Sep-961

    EX2-Oct-96drill_meeting_100996.html7007000000702-Oct-961

    EX9-Oct-96drill_meeting_101696.html1600160000001609-Oct-961

    EX9-Oct-96drill_meeting_102396.html1600160000001609-Oct-961

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  • Supporting Virtual Communities: Collaborative Virtual EnvironmentsGoal: After mergers in which a company becomes more globally distributed, can a virtual environment provide connections among people, company-wide?

    What value does a 3D graphical interface have for supporting informal interaction?

  • Engineer33%Other31%AdminSupport17%R&D10%Manager9%Work Roles of Users

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