Linganisha mbinu

	Uchanganuzi wa Mtandao wa Ego Wenye Uzito	Uchambuzi wa Mtandao wa Ego
Nyanja	Uchanganuzi wa Mitandao	Uchanganuzi wa Mitandao
Familia	Machine learning	Process / pipeline
Mwaka wa asili	1954–2002	1992 (Burt); foundational measurement formalised by Marsden 2002
Mwanzilishi	Barnes, J. A.; Bott, E.; Marsden, P. V.	Ronald S. Burt (structural holes framework); Peter V. Marsden (egocentric measures)
Aina	Ego-centered network analysis with weighted ties	Descriptive / relational network analysis
Chanzo asilia	Marsden, P. V. (2002). Egocentric and sociocentric measures of network centrality. Social Networks, 24(4), 407–422.	Burt, R.S. (1992). Structural Holes: The Social Structure of Competition. Harvard University Press. ISBN: 9780674843714
Majina mbadala	weighted personal network analysis, ego-centered weighted network analysis, weighted egonet analysis, tie-strength ego network analysis	personal network analysis, egocentric network analysis, Ego Ağı Analizi (Personal Network Analysis)
Zinazohusiana	6	6
Muhtasari	Weighted ego network analysis examines the personal network of a focal actor (the ego) and incorporates tie strength — measured as interaction frequency, closeness, or resource exchange — as edge weights. By moving beyond simple presence or absence of a tie, it captures how much each relationship matters and how those varying strengths shape outcomes such as social support, information access, or influence.	Ego network analysis examines the personal network of a focal individual — the ego — by mapping their direct contacts (alters) and the ties those contacts share with one another. Formalised through Ronald Burt's structural holes framework (1992) and Marsden's egocentric measurement approach (2002), the method produces ego-level indicators such as network size, density, constraint, and brokerage role that reveal how each individual's social position shapes their access to information, resources, and influence.