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XiWen0627/README.md

Hello, welcome to my profile~

  • 👋 I’m Kezhou Ren (Github: @XiWen0627), currently a master's student.

  • 👀 I’m interested in understanding socioeconomic environments through individual-level big geospatial data and associated analytical methods.

  • 📚 I’m currently engaged in trajectory data mining using Reinforcement Learning.

  • 🌱 I’m learning Natural Language Processing(NLP) techniques, drawn by their similarity to spatio-temporal data mining.

  • 💞️ I’m seeking collaborations on AI applications in human behaviors and urban science.

  • 📫 You can reach me at:

  • 😄 Pronouns: he/him

  • ⚡ Fun facts:

    • 💡 My research interests are inspired by Hari Seldon from Isaac Asimov's Galactic Empire series.

    • 📈 I adhere to Max Webber's concept of Instrumental Rationality when tackling complex analytical tasks.

    • 🎨 I believe that advancing technologies can offer us a new persepctive on understanding socioeconomic phenomena, thereby bringing new value to our society.

    • 🧗‍♂️ I’m dedicated to translating my beliefs into practical outcomes through research.

Skills Of Data Analysis

Languages

Python SQL R C# Javascript Stata
Python SQL R C# JS stata

Main Packages Used in Python

Data Acquisition

urllib Scrapy Selenium
urlLib scrapy slenium

Data Cleaning And Data Processing

Numpy Pandas Sci-kit Learn Pytorch NetworkX iGraph Statsmodel
numpy pandas sklearn pytorch networkx igraph statsmodel

Visualization

Matplotlib Seaborn Pandas.Plot
83d5cc2e15869e054d00fc1c85633c1 Seaborn Plotting

Contents of My GitHub Account

  • 🎎 Contributions to My Research Group

  • 💻 Source Code of My own Research

Pinned Loading

  1. ExploringTimeSeriesDataWithPython ExploringTimeSeriesDataWithPython Public

    Shared at G11 Research Group, orgnized on July 9, 2024

    Jupyter Notebook 2

  2. StudyNoteofGeoAI StudyNoteofGeoAI Public

    Shared at G11 Research Group, orgnized on July 22, 2024

  3. MaxEnIRLinCycling MaxEnIRLinCycling Public

    XiWen0627's Master Project : Discovering Cyclists' Street Visual Preferences Through Multi-Source Big Data Using MEDIRL Approach

    Jupyter Notebook