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SOCIAL NETWORK
ANALYSIS OF SHELL
GLOBAL
1. S KUMAR JAGANNATH-20162150
2. SUBHASIS PRADHAN-20162123
LAYOUT-FORCE ATLAS
SNA OF SHELL GLOBAL BY GEPHI
LAYOUT- FRUCTHERMAN REINGOLD
SNA OF SHELL GLOBAL BY GEPHI
SNA OF SHELL GLOBAL BY GEPHI
Sl No. Label username category
1 Shell Shell Energy Company
2 Philips PhilipsNederland Brand
3 Philips Philips Brand
4 U.S. Forest Service USForestService Public & Government Service
5 Chugach Children's Forest chugachchildrensforestYouth Organization
6 SkyBitz Track the Tree TracktheTree Product/Service
7 Alaska Dispatch News akdispatch Newspaper
8 Alaska SeaLife Center Tour Agency
9 Arctic Slope Regional Corporation WeAreASRC Region
10 Arctic Slope Native Association ArcticSlope Nonprofit Organization
11 GeoFORCE Alaska geoforceak Education
12 NANANordic NanaNordic Community Organization
13 API CC API CCAlaska Social Service
14 Ducati Ducati Motorcycle Dealership
15 National Gallery thenationalgallery Art Gallery
16 Koester Racing Sports Team
17 Zanzi Jobs zanzijobs Community
18 Maserati Maserati Cars
19 The Queen Elizabeth Prize for Engineering qeprize Nonprofit Organization
20 International Truck, Trailer & Equipment ShowTheTruckShow Automotive Dealership
21 Shell V-Power Racing Team DJRTeamPenske Sports Team
22 Mauritshuis mauritshuis Art Museum
23 Big Brothers Big Sisters of Alaska Native Mentoring InitiativeAKNativeMentoring Social Service
24 Iḷisaġvik College IlisagvikCollege School
25 Foundation for Young Australians (FYA) likeFYA Nonprofit Organization
26 Mastercard Mastercard Product/Service
27 The Energy Collective News & Media Website
28 Discovery Discovery TV Network
29 National Geographic natgeo Media/News Company
30 IChemE (I nstitution of Chemical Engineers)icheme1 Education
31 Rational Middle: Energy rationalmiddle Non-Governmental Organization (NG
32 7 Billion Actions 7billionactions Community
33 Earthwatch Earthwatch Charity Organization
34 Global Goals for Sustainable Development globalgoalsUN Organization
35 United Nations Global Compact UNGlobalCompact Nonprofit Organization
36 Decade of Action for Road Safety 2011-2020roadsafetydecade Nonprofit Organization
37 EI TI EI TIorg Community Organization
38 Global Road Safety Partnership grsproadsafety Nonprofit Organization
39 International Energy Agency (IEA) internationalenergyagencyNonprofit Organization
40 The Global Reporting Initiative GlobalReporting Organization
41 Global Alliance for Clean Cookstoves cookstoves Nonprofit Organization
42 The Nature Conservancy thenatureconservancy Nonprofit Organization
43 IUCN iucn.org Nonprofit Organization
44 New Orleans Jazz & Heritage Festival JazzFest Public Figure
45 TED TED Nonprofit Organization
46 XPRI ZE XPRI ZE Nonprofit Organization
47 Ferrari Ferrari Cars
48 AI R MI LES Canada AirMilesCanada Product/Service
49 Team Penske TeamPenske Sports Team
SNA OF SHELL GLOBAL BY GEPHI
Label indegree outdegree Degree
closnesscentrality
betweenesscentrality Authority Hub modularity_class clustering eigencentrality
Shell 12 48 60 1 1085.5 0.053037 0.946173 0 0.02172 1
Philips 2 2 4 0.510638 47 0.133664 0.026012 0 0.5 0.377311
Philips 3 2 5 0.340426 0 0.134702 0.01852 0 0.833333 0.473461
U.S. Forest Service 2 5 7 0.27907 2 0.148836 0.138318 3 0.233333 0.346174
Chugach Children's Forest 2 5 7 0.366412 43 0.150263 0.128019 0 0.266667 0.346174
SkyBitz Track the Tree 3 1 4 0 0 0.148836 0 0 0.5 0.464613
Alaska Dispatch News 6 1 7 0.505263 174 0.169118 0.007349 1 0.3 0.657196
Alaska SeaLife Center 1 0 1 0 0 0.131098 0 0 0 0.257123
Arctic Slope Regional Corporation 1 0 1 0 0 0.131098 0 0 0 0.257123
Arctic Slope Native Association 2 2 4 0.345324 0 0.136974 0.042411 1 0.666667 0.346174
GeoFORCE Alaska 1 0 1 0 0 0.131098 0 0 0 0.257123
NANANordic 1 0 1 0 0 0.131098 0 0 0 0.257123
APICC 1 2 3 0.510638 0 0.131098 0.030781 1 1 0.257123
Ducati 1 0 1 0 0 0.131098 0 0 0 0.257123
National Gallery 1 0 1 0 0 0.131098 0 0 0 0.257123
Koester Racing 1 0 1 0 0 0.131098 0 0 0 0.257123
Zanzi Jobs 1 0 1 0 0 0.131098 0 0 0 0.257123
Maserati 1 0 1 0 0 0.131098 0 0 0 0.257123
The Queen Elizabeth Prize for Engineering 1 1 2 0.505263 0 0.131098 0.007349 0 0 0.257123
International Truck, Trailer & Equipment Show 1 0 1 0 0 0.131098 0 0 0 0.257123
Shell V-Power Racing Team 2 2 4 0.510638 0 0.134702 0.026012 0 1 0.346174
Mauritshuis 1 0 1 0 0 0.131098 0 0 0 0.257123
Big Brothers Big Sisters of Alaska Native Mentoring Initiative 1 2 3 0.510638 0 0.131098 0.030781 1 1 0.257123
Iḷisaġvik College 2 2 4 0.345324 0 0.136974 0.042411 1 0.666667 0.346174
Foundation for Young Australians (FYA) 2 2 4 0.510638 331.5 0.141429 0.035137 2 0.333333 0.360116
Mastercard 1 0 1 0 0 0.131098 0 0 0 0.257123
The Energy Collective 1 2 3 0.188235 0 0.131098 0.051544 2 0.5 0.257123
Discovery 5 0 5 0 0 0.190304 0 3 0.25 0.545554
National Geographic 8 0 8 0 0 0.233766 0 2 0.196429 0.821253
IChemE (Institution of Chemical Engineers) 1 0 1 0 0 0.131098 0 0 0 0.257123
Rational Middle: Energy 1 2 3 0.510638 0 0.131098 0.035137 3 0.5 0.257123
7 Billion Actions 2 3 5 0.355556 299 0.13653 0.074562 2 0.333333 0.407001
Earthwatch 1 4 5 0.164384 0 0.131098 0.109986 3 0.25 0.257123
Global Goals for Sustainable Development 4 2 6 0.269663 265.5 0.162939 0.039208 2 0.25 0.593649
United Nations Global Compact 4 2 6 0.215247 139.5 0.146442 0.041538 2 0.25 0.593649
Decade of Action for Road Safety 2011-2020 2 0 2 0 0 0.134702 0 0 1 0.323583
EITI 1 0 1 0 0 0.131098 0 0 0 0.257123
Global Road Safety Partnership 1 2 3 0.510638 0 0.131098 0.026012 0 0.5 0.257123
International Energy Agency (IEA) 1 2 3 1 0 0.131098 0.054156 3 0.333333 0.257123
The Global Reporting Initiative 2 1 3 0.177778 0 0.136853 0.02029 2 0.5 0.407001
Global Alliance for Clean Cookstoves 2 4 6 0.225352 46 0.13824 0.113707 2 0.2 0.323583
The Nature Conservancy 7 0 7 0 0 0.223393 0 3 0.238095 0.735454
IUCN 2 2 4 0.183908 44 0.146337 0.051243 3 0.333333 0.323583
New Orleans Jazz & Heritage Festival 1 0 1 0 0 0.131098 0 0 0 0.257123
TED 7 0 7 0 0 0.200557 0 3 0.214286 0.721114
XPRIZE 1 5 6 0.527473 0 0.131098 0.124847 3 0.2 0.257123
Ferrari 1 0 1 0 0 0.131098 0 0 0 0.257123
AIR MILES Canada 1 1 2 0.505263 0 0.131098 0.007349 0 0 0.257123
Team Penske 2 2 4 0.510638 0 0.134702 0.026012 0 1 0.346174
Degree Centrality – By Color
SNA OF SHELL GLOBAL BY GEPHI
In Degree Centrality – By Color
SNA OF SHELL GLOBAL BY GEPHI
Out Degree Centrality – By Color
SNA OF SHELL GLOBAL BY GEPHI
Betweenness Centrality – By Color
SNA OF SHELL GLOBAL BY GEPHI
Closeness Centrality – By Color
SNA OF SHELL GLOBAL BY GEPHI
Clustering Coefficient – By Node Size
SNA OF SHELL GLOBAL BY GEPHI
Modularity Class – By Node
SNA OF SHELL GLOBAL BY GEPHI
Eigen Vector Centrality – By Color
SNA OF SHELL GLOBAL BY GEPHI
Conclusion
• Network Centrality-Roles of Key networks
• Nodes with high betweenness centrality have been shown to control
the flow of information and communication in the network
• The density of a network is a simple measure of overall network
cohesiveness, with high-density networks containing multiple paths
between any two firms. Density is measured by calculating the
number of links in a network as a fraction of the number of all
possible links.
• Clustering-is the clustering coefficient that quantifies the extent to
which two random nodes with links between them are also
connected through common third parties
SNA OF SHELL GLOBAL BY GEPHI
SNA OF SHELL GLOBAL BY GEPHI

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Social network analysis of shell global

  • 1. SOCIAL NETWORK ANALYSIS OF SHELL GLOBAL 1. S KUMAR JAGANNATH-20162150 2. SUBHASIS PRADHAN-20162123
  • 2. LAYOUT-FORCE ATLAS SNA OF SHELL GLOBAL BY GEPHI
  • 3. LAYOUT- FRUCTHERMAN REINGOLD SNA OF SHELL GLOBAL BY GEPHI
  • 4. SNA OF SHELL GLOBAL BY GEPHI Sl No. Label username category 1 Shell Shell Energy Company 2 Philips PhilipsNederland Brand 3 Philips Philips Brand 4 U.S. Forest Service USForestService Public & Government Service 5 Chugach Children's Forest chugachchildrensforestYouth Organization 6 SkyBitz Track the Tree TracktheTree Product/Service 7 Alaska Dispatch News akdispatch Newspaper 8 Alaska SeaLife Center Tour Agency 9 Arctic Slope Regional Corporation WeAreASRC Region 10 Arctic Slope Native Association ArcticSlope Nonprofit Organization 11 GeoFORCE Alaska geoforceak Education 12 NANANordic NanaNordic Community Organization 13 API CC API CCAlaska Social Service 14 Ducati Ducati Motorcycle Dealership 15 National Gallery thenationalgallery Art Gallery 16 Koester Racing Sports Team 17 Zanzi Jobs zanzijobs Community 18 Maserati Maserati Cars 19 The Queen Elizabeth Prize for Engineering qeprize Nonprofit Organization 20 International Truck, Trailer & Equipment ShowTheTruckShow Automotive Dealership 21 Shell V-Power Racing Team DJRTeamPenske Sports Team 22 Mauritshuis mauritshuis Art Museum 23 Big Brothers Big Sisters of Alaska Native Mentoring InitiativeAKNativeMentoring Social Service 24 IḷisaÄ¡vik College IlisagvikCollege School 25 Foundation for Young Australians (FYA) likeFYA Nonprofit Organization 26 Mastercard Mastercard Product/Service 27 The Energy Collective News & Media Website 28 Discovery Discovery TV Network 29 National Geographic natgeo Media/News Company 30 IChemE (I nstitution of Chemical Engineers)icheme1 Education 31 Rational Middle: Energy rationalmiddle Non-Governmental Organization (NG 32 7 Billion Actions 7billionactions Community 33 Earthwatch Earthwatch Charity Organization 34 Global Goals for Sustainable Development globalgoalsUN Organization 35 United Nations Global Compact UNGlobalCompact Nonprofit Organization 36 Decade of Action for Road Safety 2011-2020roadsafetydecade Nonprofit Organization 37 EI TI EI TIorg Community Organization 38 Global Road Safety Partnership grsproadsafety Nonprofit Organization 39 International Energy Agency (IEA) internationalenergyagencyNonprofit Organization 40 The Global Reporting Initiative GlobalReporting Organization 41 Global Alliance for Clean Cookstoves cookstoves Nonprofit Organization 42 The Nature Conservancy thenatureconservancy Nonprofit Organization 43 IUCN iucn.org Nonprofit Organization 44 New Orleans Jazz & Heritage Festival JazzFest Public Figure 45 TED TED Nonprofit Organization 46 XPRI ZE XPRI ZE Nonprofit Organization 47 Ferrari Ferrari Cars 48 AI R MI LES Canada AirMilesCanada Product/Service 49 Team Penske TeamPenske Sports Team
  • 5. SNA OF SHELL GLOBAL BY GEPHI Label indegree outdegree Degree closnesscentrality betweenesscentrality Authority Hub modularity_class clustering eigencentrality Shell 12 48 60 1 1085.5 0.053037 0.946173 0 0.02172 1 Philips 2 2 4 0.510638 47 0.133664 0.026012 0 0.5 0.377311 Philips 3 2 5 0.340426 0 0.134702 0.01852 0 0.833333 0.473461 U.S. Forest Service 2 5 7 0.27907 2 0.148836 0.138318 3 0.233333 0.346174 Chugach Children's Forest 2 5 7 0.366412 43 0.150263 0.128019 0 0.266667 0.346174 SkyBitz Track the Tree 3 1 4 0 0 0.148836 0 0 0.5 0.464613 Alaska Dispatch News 6 1 7 0.505263 174 0.169118 0.007349 1 0.3 0.657196 Alaska SeaLife Center 1 0 1 0 0 0.131098 0 0 0 0.257123 Arctic Slope Regional Corporation 1 0 1 0 0 0.131098 0 0 0 0.257123 Arctic Slope Native Association 2 2 4 0.345324 0 0.136974 0.042411 1 0.666667 0.346174 GeoFORCE Alaska 1 0 1 0 0 0.131098 0 0 0 0.257123 NANANordic 1 0 1 0 0 0.131098 0 0 0 0.257123 APICC 1 2 3 0.510638 0 0.131098 0.030781 1 1 0.257123 Ducati 1 0 1 0 0 0.131098 0 0 0 0.257123 National Gallery 1 0 1 0 0 0.131098 0 0 0 0.257123 Koester Racing 1 0 1 0 0 0.131098 0 0 0 0.257123 Zanzi Jobs 1 0 1 0 0 0.131098 0 0 0 0.257123 Maserati 1 0 1 0 0 0.131098 0 0 0 0.257123 The Queen Elizabeth Prize for Engineering 1 1 2 0.505263 0 0.131098 0.007349 0 0 0.257123 International Truck, Trailer & Equipment Show 1 0 1 0 0 0.131098 0 0 0 0.257123 Shell V-Power Racing Team 2 2 4 0.510638 0 0.134702 0.026012 0 1 0.346174 Mauritshuis 1 0 1 0 0 0.131098 0 0 0 0.257123 Big Brothers Big Sisters of Alaska Native Mentoring Initiative 1 2 3 0.510638 0 0.131098 0.030781 1 1 0.257123 IḷisaÄ¡vik College 2 2 4 0.345324 0 0.136974 0.042411 1 0.666667 0.346174 Foundation for Young Australians (FYA) 2 2 4 0.510638 331.5 0.141429 0.035137 2 0.333333 0.360116 Mastercard 1 0 1 0 0 0.131098 0 0 0 0.257123 The Energy Collective 1 2 3 0.188235 0 0.131098 0.051544 2 0.5 0.257123 Discovery 5 0 5 0 0 0.190304 0 3 0.25 0.545554 National Geographic 8 0 8 0 0 0.233766 0 2 0.196429 0.821253 IChemE (Institution of Chemical Engineers) 1 0 1 0 0 0.131098 0 0 0 0.257123 Rational Middle: Energy 1 2 3 0.510638 0 0.131098 0.035137 3 0.5 0.257123 7 Billion Actions 2 3 5 0.355556 299 0.13653 0.074562 2 0.333333 0.407001 Earthwatch 1 4 5 0.164384 0 0.131098 0.109986 3 0.25 0.257123 Global Goals for Sustainable Development 4 2 6 0.269663 265.5 0.162939 0.039208 2 0.25 0.593649 United Nations Global Compact 4 2 6 0.215247 139.5 0.146442 0.041538 2 0.25 0.593649 Decade of Action for Road Safety 2011-2020 2 0 2 0 0 0.134702 0 0 1 0.323583 EITI 1 0 1 0 0 0.131098 0 0 0 0.257123 Global Road Safety Partnership 1 2 3 0.510638 0 0.131098 0.026012 0 0.5 0.257123 International Energy Agency (IEA) 1 2 3 1 0 0.131098 0.054156 3 0.333333 0.257123 The Global Reporting Initiative 2 1 3 0.177778 0 0.136853 0.02029 2 0.5 0.407001 Global Alliance for Clean Cookstoves 2 4 6 0.225352 46 0.13824 0.113707 2 0.2 0.323583 The Nature Conservancy 7 0 7 0 0 0.223393 0 3 0.238095 0.735454 IUCN 2 2 4 0.183908 44 0.146337 0.051243 3 0.333333 0.323583 New Orleans Jazz & Heritage Festival 1 0 1 0 0 0.131098 0 0 0 0.257123 TED 7 0 7 0 0 0.200557 0 3 0.214286 0.721114 XPRIZE 1 5 6 0.527473 0 0.131098 0.124847 3 0.2 0.257123 Ferrari 1 0 1 0 0 0.131098 0 0 0 0.257123 AIR MILES Canada 1 1 2 0.505263 0 0.131098 0.007349 0 0 0.257123 Team Penske 2 2 4 0.510638 0 0.134702 0.026012 0 1 0.346174
  • 6. Degree Centrality – By Color SNA OF SHELL GLOBAL BY GEPHI
  • 7. In Degree Centrality – By Color SNA OF SHELL GLOBAL BY GEPHI
  • 8. Out Degree Centrality – By Color SNA OF SHELL GLOBAL BY GEPHI
  • 9. Betweenness Centrality – By Color SNA OF SHELL GLOBAL BY GEPHI
  • 10. Closeness Centrality – By Color SNA OF SHELL GLOBAL BY GEPHI
  • 11. Clustering Coefficient – By Node Size SNA OF SHELL GLOBAL BY GEPHI
  • 12. Modularity Class – By Node SNA OF SHELL GLOBAL BY GEPHI
  • 13. Eigen Vector Centrality – By Color SNA OF SHELL GLOBAL BY GEPHI
  • 14. Conclusion • Network Centrality-Roles of Key networks • Nodes with high betweenness centrality have been shown to control the flow of information and communication in the network • The density of a network is a simple measure of overall network cohesiveness, with high-density networks containing multiple paths between any two firms. Density is measured by calculating the number of links in a network as a fraction of the number of all possible links. • Clustering-is the clustering coefficient that quantifies the extent to which two random nodes with links between them are also connected through common third parties SNA OF SHELL GLOBAL BY GEPHI
  • 15. SNA OF SHELL GLOBAL BY GEPHI