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The Sociology of Networks
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== <span style="color: #FFFFFF;">Applying</span> == '''Modeling 'The Social Capital' (Measuring a person's 'Wealth' in connections):''' <syntaxhighlight lang="python"> def estimate_social_capital(num_close_friends, num_acquaintances): """ Shows the balance between 'Support' and 'Opportunity'. """ # Bonding = Deep support bonding_score = num_close_friends * 10 # Bridging = New opportunities bridging_score = num_acquaintances * 5 if bonding_score > 50 and bridging_score > 50: status = "WELL-CONNECTED: Balanced life." elif bonding_score > 50: status = "BONDED BUT ISOLATED: High support, Low opportunity." else: status = "THE LADDER-CLIMBER: High opportunity, Low support." return f"Capital: {bonding_score + bridging_score} | {status}" # Case: Someone with 3 best friends and 50 acquaintances print(estimate_social_capital(3, 50)) </syntaxhighlight> ; Sociology Landmarks : '''The 'Milgram' Small World Study (1967)''' β Proved that the "Human Web" is surprisingly "Tight," with only "6 steps" between a "Farmer in Nebraska" and a "Stranger in Boston." : '''The 'Bennington' College Study''' β How "Friends" change your "Politics." Students who entered a conservative college became "Liberal" because their "Social Network" was liberal. : '''Dunbar's Number (150)''' β The "Biological Limit" of our networks. Our brains are only built to handle "150 meaningful relationships." If your network is bigger, it becomes "Impersonal." : '''The 'Rich-Get-Richer' Effect (Matthew Effect)''' β In networks, the people who "Already have many friends" are the ones who "Get the most new friends," leading to "Extreme Inequality" in social power. </div> <div style="background-color: #8B4500; color: #FFFFFF; padding: 20px; border-radius: 8px; margin-bottom: 15px;">
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