Social Networks and Big Data Methods (Summer 2026) - Revision history

Hqiu: /* Schedule (Tentative) */

2026-06-17T22:25:11Z

Schedule (Tentative)

← Older revision		Revision as of 00:25, 18 June 2026
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	\| align="right" \| 10.06.2026 (14:00-16:00)		\| align="right" \| 10.06.2026 (14:00-16:00)
	\| Network Analysis of Open Source Software; Visualization		\| Network Analysis of Open Source Software; Visualization
	\|		\| [https://github.com/sophieball/social_network/blob/main/https://github.com/sophieball/social_network/blob/main/w9_1_network_analysis_of_open_source_software.pdf slide13] [https://github.com/sophieball/social_network/blob/main/https://github.com/sophieball/social_network/blob/main/https://github.com/sophieball/social_network/blob/main/w9_2_network_visualization.pdf slide14]
	\| Connected to Stay: Gender Homophily and Its Role in Open-Source Software Developer Retention		\| Connected to Stay: Gender Homophily and Its Role in Open-Source Software Developer Retention
	\|-		\|-
	\| align="right" \| 17.06.2026 (14:00-16:00)		\| align="right" \| 17.06.2026 (14:00-16:00)
	\| Scale-free networks; Network inequality		\| Scale-free networks; Network inequality
	\|		\|[https://github.com/sophieball/social_network/blob/main/https://github.com/sophieball/social_network/blob/main/https://github.com/sophieball/social_network/blob/main/w10_1_scale_free_networks.pdf slide15] [https://github.com/sophieball/social_network/blob/main/https://github.com/sophieball/social_network/blob/main/https://github.com/sophieball/social_network/blob/main/https://github.com/sophieball/social_network/blob/main/w10_2_network_inequality.pdf slide16]
	\| Quantifying Information Distribution in Social Networks: The Structural Entropy Index of Community (SEIC) for Twitter Communication Analysis		\| Quantifying Information Distribution in Social Networks: The Structural Entropy Index of Community (SEIC) for Twitter Communication Analysis
	\|-		\|-

Hqiu: /* Schedule (Tentative) */

2026-06-10T13:04:33Z

Schedule (Tentative)

← Older revision		Revision as of 15:04, 10 June 2026
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	\|-		\|-
	\| align="right" \| 15.07.2026 (14:00-16:00)		\| align="right" \| 15.07.2026 (14:00-16:00)
	\| ~~Guest lecture~~		\| No Class. Work on your project.
	\|		\|
	\|		\|

Hqiu: /* Schedule (Tentative) */

2026-06-03T21:54:27Z

Schedule (Tentative)

← Older revision		Revision as of 23:54, 3 June 2026
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	\|		\|
	\|-		\|-
	\| align="right" \| ~~TBA~~		\| align="right" \| 26.07.2026
	\| Written Report		\| Written Report
	\|		\|
	\|-		\|-
	\|}		\|}

Hqiu: /* Schedule (Tentative) */

2026-06-03T21:53:38Z

Schedule (Tentative)

← Older revision		Revision as of 23:53, 3 June 2026
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	\| align="right" \| 27.05.2026 (14:00-16:00)		\| align="right" \| 27.05.2026 (14:00-16:00)
	\| Affiliations and overlapping subgroups, SUBMIT FINAL REPORT IDEA		\| Affiliations and overlapping subgroups, SUBMIT FINAL REPORT IDEA
	\|		\|[https://github.com/sophieball/social_network/blob/main/w7_1_affiliations_and_overlapping_subgroups%20%5BAutosaved%5D.pdf slide10]
	\| Overlapping community and entropy of neighborhood information for identifying influential nodes in complex networks		\| Overlapping community and entropy of neighborhood information for identifying influential nodes in complex networks
	\|-		\|-
	\| align="right" \| 03.06.2026 (14:00-16:00)		\| align="right" \| 03.06.2026 (14:00-16:00)
	\| Homophily and degree correlation (parts 1 & 2)		\| Homophily and degree correlation (parts 1 & 2)
	\|		\|[https://github.com/sophieball/social_network/blob/main/w4_1_homophily_and_degree_correlation.pdf slide11] [https://github.com/sophieball/social_network/blob/main/w4_2_homophily_and_degree_correlation_pt2.pdf slide12]
	\| LLMs generate structurally realistic social networks but overestimate political homophily		\| LLMs generate structurally realistic social networks but overestimate political homophily
	\|-		\|-

Hqiu: /* Schedule (Tentative) */

2026-05-21T23:00:32Z

Schedule (Tentative)

← Older revision		Revision as of 01:00, 22 May 2026
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	\| align="right" \| 20.05.2026 (14:00-16:00)		\| align="right" \| 20.05.2026 (14:00-16:00)
	\| Detecting communities; Structural equivalence		\| Detecting communities; Structural equivalence
	\|		\|[https://github.com/sophieball/social_network/blob/main/w6_1_communities.pdf slide8] [https://github.com/sophieball/social_network/blob/main/w6_2_structural_equivalence.pdf slide9]
	\| Measuring group fairness in community detection		\| Measuring group fairness in community detection
	\|-		\|-

Hqiu: /* Schedule (Tentative) */

2026-05-14T15:46:42Z

Schedule (Tentative)

← Older revision		Revision as of 17:46, 14 May 2026
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	\| align="right" \| 13.05.2026 (14:00-16:00)		\| align="right" \| 13.05.2026 (14:00-16:00)
	\| Power and centrality in social networks; social exchange		\| Power and centrality in social networks; social exchange
	\|		\|[https://github.com/sophieball/social_network/blob/main/w5_1_power_and_centrality_in_social_networks.pdf slide6] [https://github.com/sophieball/social_network/blob/main/w5_2_power_and_centrality_in_exchange.pdf slide7]
	\| Investigating Centrality Measures in Social Networks with Community Structure		\| Investigating Centrality Measures in Social Networks with Community Structure
	\|-		\|-

Hqiu: /* Schedule (Tentative) */

2026-05-06T10:26:15Z

Schedule (Tentative)

← Older revision		Revision as of 12:26, 6 May 2026
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	\|-		\|-
	\| align="right" \| 06.05.2026 (14:00-16:00)		\| align="right" \| 06.05.2026 (14:00-16:00)
	\|		\| Cancelled - Sophie is sick.
	\|		\|
	\|		\|

Hqiu at 20:05, 5 May 2026

2026-05-05T20:05:26Z

← Older revision		Revision as of 22:05, 5 May 2026
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	Tutorial: http://networkx.org/documentation/stable/tutorial.html		Tutorial: http://networkx.org/documentation/stable/tutorial.html

			==Ideas for Final Project==
			1. Do Women Suffer from Network Closure? The Moderating Effect of Social Capital on Gender Inequality in a Project-Based Labor Market, 1929 to 2010

			Data:https://www.kaggle.com/datasets/rishabjadhav/imdb-actors-and-movies

			2. Online extremism and the communities that sustain it: Detecting the ISIS supporting community on Twitter

			3. Identifying Social Roles in reddit Using Network Structure


	==Schedule (Tentative)==		==Schedule (Tentative)==
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	\|-		\|-
	\| align="right" \| 27.05.2026 (14:00-16:00)		\| align="right" \| 27.05.2026 (14:00-16:00)
	\| Affiliations and overlapping subgroups		\| Affiliations and overlapping subgroups, SUBMIT FINAL REPORT IDEA
	\|		\|
	\| Overlapping community and entropy of neighborhood information for identifying influential nodes in complex networks		\| Overlapping community and entropy of neighborhood information for identifying influential nodes in complex networks

Hqiu: /* Schedule (Tentative) */

2026-05-05T20:01:52Z

Schedule (Tentative)

← Older revision		Revision as of 22:01, 5 May 2026
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	\| align="right" \| 29.04.2026 (14:00-16:00)		\| align="right" \| 29.04.2026 (14:00-16:00)
	\| Triads and structural balance; From social processes to graphs		\| Triads and structural balance; From social processes to graphs
	\|		\|[https://github.com/sophieball/social_network/blob/main/w2_2_edge_vs_social_ties.pdf slide4] [https://github.com/sophieball/social_network/blob/main/w3_1_triads_and_structural_balance.pdf slide5]
	\|		\|
	\|-		\|-
	\| align="right" \| 06.05.2026 (14:00-16:00)		\| align="right" \| 06.05.2026 (14:00-16:00)
	\| ~~Homophily and degree correlation (parts 1 & 2)~~		\|
	\|		\|
	\| ~~LLMs generate structurally realistic social networks but overestimate political homophily~~		\|
	\|-		\|-
	\| align="right" \| 13.05.2026 (14:00-16:00)		\| align="right" \| 13.05.2026 (14:00-16:00)
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	\|-		\|-
	\| align="right" \| 03.06.2026 (14:00-16:00)		\| align="right" \| 03.06.2026 (14:00-16:00)
	\| ~~TBD~~		\| Homophily and degree correlation (parts 1 & 2)
	\|		\|
	\|		\| LLMs generate structurally realistic social networks but overestimate political homophily
	\|-		\|-
	\| align="right" \| 10.06.2026 (14:00-16:00)		\| align="right" \| 10.06.2026 (14:00-16:00)

Hqiu: /* Schedule (Tentative) */

2026-04-22T14:02:04Z

Schedule (Tentative)

← Older revision		Revision as of 16:02, 22 April 2026
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	\| align="right" \| 22.04.2026 (14:00-16:00)		\| align="right" \| 22.04.2026 (14:00-16:00)
	\| Random networks; Edges vs social ties; sign up for presentation		\| Random networks; Edges vs social ties; sign up for presentation
	\|		\|[https://github.com/sophieball/social_network/blob/main/w2_1_random_networks.pdf slide3]
	\|		\|
	\|-		\|-