🎞 Financial Network Analysis using Python
💥Free recorded tutorial on Financial Network Analysis using Python by Kalyan Prasad (Data Scientist & Analytics Manager at Creative Crewz).
🔹To model the stock market using network analysis, different stocks are represented as different nodes. However, defining the interaction, or creating edges, between different nodes is rather non-intuitive, unlike some physical networks, such as friendship network, in which interaction between different nodes can be defined explicitly. A traditional way to create edges between different nodes for stock market is to look at the correlations of some defined attributes. In this tutorial analyze one of the reputed stock index data and identifies stock relationships in it. and propose a model that can depict such relationships and create networks of stocks.and investigate and create different networks according to the degree of correlation of stocks.
📽Watch
📱Channel: @ComplexNetworkAnalysis
#video #Financial #Python
💥Free recorded tutorial on Financial Network Analysis using Python by Kalyan Prasad (Data Scientist & Analytics Manager at Creative Crewz).
🔹To model the stock market using network analysis, different stocks are represented as different nodes. However, defining the interaction, or creating edges, between different nodes is rather non-intuitive, unlike some physical networks, such as friendship network, in which interaction between different nodes can be defined explicitly. A traditional way to create edges between different nodes for stock market is to look at the correlations of some defined attributes. In this tutorial analyze one of the reputed stock index data and identifies stock relationships in it. and propose a model that can depict such relationships and create networks of stocks.and investigate and create different networks according to the degree of correlation of stocks.
📽Watch
📱Channel: @ComplexNetworkAnalysis
#video #Financial #Python
YouTube
Financial Network Analysis using Python | Kalyan Prasad | Conf42 Python 2022
Kalyan Prasad
Data Scientist & Analytics Manager at Creative Crewz
Historically, networks have been studied extensively in graph theory, an area of mathematics. After many applications to several different subjects including physics, health science, and…
Data Scientist & Analytics Manager at Creative Crewz
Historically, networks have been studied extensively in graph theory, an area of mathematics. After many applications to several different subjects including physics, health science, and…
📄Women financial inclusion research: a bibliometric and network analysis
📘Journal: INTERNATIONAL JOURNAL OF SOCIAL ECONOMICS
🗓Publish year: 2023
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Women #financial #inclusion #bibliometric
📘Journal: INTERNATIONAL JOURNAL OF SOCIAL ECONOMICS
🗓Publish year: 2023
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Women #financial #inclusion #bibliometric
2020_Credit_risk_and_financial_integration_An_application_of_network.pdf
898.7 KB
📄Credit risk and financial integration: An application of network analysis
📘Journal: International Review of Financial Analysis(I.F=8.235)
🗓Publish year: 2020
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📲Channel: @ComplexNetworkAnalysis
#paper #financial #application
📘Journal: International Review of Financial Analysis(I.F=8.235)
🗓Publish year: 2020
📎 Study the paper
📲Channel: @ComplexNetworkAnalysis
#paper #financial #application
International_trade_and_financial_integration_a_weighted_network.pdf
289.6 KB
📄International trade and financial integration: a weighted network analysis
📘Journal: Quantitative Finance(I.F=2.13)
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📲Channel: @ComplexNetworkAnalysis
#paper #financial #trade #weighted_network
📘Journal: Quantitative Finance(I.F=2.13)
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📲Channel: @ComplexNetworkAnalysis
#paper #financial #trade #weighted_network
👍4👎1
Credit_risk_and_financial_integration_An_application_of_network.pdf
835 KB
📄Credit risk and financial integration: An application of network analysis
📘Journal: International Review of Financial Analysis (I.F=8.235)
🗓 publish year: 2020
📎 Study the paper
📲Channel: @ComplexNetworkAnalysis
#paper #financial #trade #weighted_network
📘Journal: International Review of Financial Analysis (I.F=8.235)
🗓 publish year: 2020
📎 Study the paper
📲Channel: @ComplexNetworkAnalysis
#paper #financial #trade #weighted_network
👌2
📄A Review on Graph Neural Network Methods in Financial Applications
🗓Publish year: 2022
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #GNN #Financial #Applications #review
🗓Publish year: 2022
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #GNN #Financial #Applications #review
📄A Review on Graph Neural Network Methods in Financial Applications
📘 Journal: Mental Health and Social Inclusion (IF=1.2)
🗓Publish year: 2023
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #GNN #Financial #Application #review
📘 Journal: Mental Health and Social Inclusion (IF=1.2)
🗓Publish year: 2023
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #GNN #Financial #Application #review
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