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:sparkler: Network/Graph Analysis with NetworkX in Python. Topics range from network types, statistics, link prediction measures, and community detection.

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network-analysis graph-algorithms networkx python pandas matplotlib numpy leiden-algorithm louvain-algorithm community-detection

graph-analysis-with-networkx's Introduction

Hi there ๐Ÿ‘‹ I am Kangbo Lu

After working as a data strategist, a project manager and a data product manager,
I wanna take a big big break from all the works and rethink about my life. I will be back!!!
๐Ÿ”ญ Iโ€™m a Data Scientist and a Music Producer.
๐Ÿ“˜ I have a Master degree of Data Science and a Bachelor degree of Computer Science.
๐ŸŒฑ Iโ€™m currently working on Neo4j and Graph Machine Learning.
๐Ÿ“ซ How to reach me (Not Gonna Work):

Kaggle Github LinkedIn

My usual tech stack

  • Programming Languages I like to Use often:
    C++ Python R JavaScript

  • Databases:
    MySQL MongoDB Postgres Neo4J SQLite BigQuery

  • Data Manipulation:
    Pandas NumPy SciPy TidyVerse

  • Data Visualization:
    Plotly Matplotlib ggplot2 seaborn Dash Shiny Gephi SocNetV

  • Data Modeling (ML/DL, CV, NLP, Graph):
    Keras TensorFlow PyTorch Gensim NLTK Statsmodels NetworkX

My data analysis projects on Kaggle:

  • ๐Ÿ“Š Analysis of Netflix Media Content Information: Link here
  • ๐Ÿ€ Historic NBA Drafting, Game, and Player Analysis: Link here
  • ๐Ÿ›๏ธ Supermarket Member Data Analysis and Segmentation: Link here
  • ๐Ÿ›’ Grocery Purchase Data Mining with Apriori: Link here

graph-analysis-with-networkx's People

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