<commit_before># Team names, titles and social links

mayyang:
  name: <NAME>
  display_name: May
  description: May is an experienced business consultant and marketing technologist. She is the proud owner of Marketing-Taiwan which offers business solution to global companies. Her focus is on digital marketing, market research and data analytics fields. <br><br> In her free time, she loves reading, travelling and sports.<br><br>
  email: <EMAIL>
  pic: may
  position: Business Strategist
  gravatar: 
  alt: Business Strategist experts in Big Data and Marketing Analysis
  social:
    - title: linkedin
      url: https://www.linkedin.com/in/maytaiwan  
    - title: github
      url: https://github.com/mayyangtaiwan
    - title: twitter
      url: https://twitter.com/MayTaiwan


ericali:
  name: <NAME>
  display_name: Erica
  description: Erica specializes in e-commerce data mining and medical statistics, her project experiences include customer segmentation, customer life cycle, and BI report with Apache Spark. She is 2015 HadoopCon Speaker and an Apache Spark teacher.<br><br> Erica is also a popular blogger who spreads her positive energy to the world.<br><br>
  email: <EMAIL>
  pic: erica
  position: Data Consultant
  gravatar:
  alt: Data Consultant experts in Data Mining, Big Data and medical statistics
  social:
    - title: linkedin
      url: https://www.linkedin.com/in/ericalitw
    - title: github
      url: https://github.com/wlsherica
    - title: twitter
      url: https://twitter.com/Shrimp_Li

bryanyang:
  name: <NAME>
  display_name: Bryan
  description: Bryan is a passionate big data analyst and insights discoverer. His specific expertise lies on data analysis, data engineering and data model design.<br><br> Bryan is an expert in digital commerce, mobile advertising, and online media industry and devoted to intergrate data into business processes .<br><br>
  email: <EMAIL>
  pic: bryan
  position: Big Data Analyst
  gravatar: 
  alt: Big Data Analysis and Data science expert
  social:
    - title: linkedin
      url: https://www.linkedin.com/in/bryanyang0528
    - title: github
      url: https://github.com/bryanyang0528
    - title: twitter
      url: https://twitter.com/Bryanyang0528


chuyuhsu:
  name: <NAME>
  display_name: Chu-Yu
  description: Chu-Yu is the Big Data jack-of-all-trades. His recent projects includes IR systems, Large-scale Named Entity Recognition, Knowledge Recommendation System, and Adaptive Strategy Planing Optimizaton with Multi-armed Bandit Machine.<br><br>Chu-Yu is an AI enthusiast who always poking around the cutting edge techniques.<br><br>
  email: <EMAIL>
  pic: chuyu
  position: Machine Learning Engineer
  gravatar: 
  alt: Machine Learning Engineer who loves to work with Big data
  social:
    - title: linkedin
      url: https://www.linkedin.com/in/chuyuhsu  
    - title: github
      url: https://github.com/ChuyuHsu
    - title: twitter
      url: https://twitter.com/ChuyuHsu

ryanchao:
  name: <NAME>
  display_name: Ryan
  description: Ryan specializes in octave programing and neural network algorithm, and is familiar with R, python, C/C++. He ranks Top 25% in Kaggle competition (ICDM 2015 Drawbridge Cross-Device Connections). Ryan owns a mechanical engineering degree and has development experiences in 8051, ARM, iOS and Android applications. <br><br>In his spare time Ryan loves reading and learning!<br><br>
  email: <EMAIL>
  pic: ryan
  position: Data Scientist
  gravatar: 
  alt: Data Scientist experts in machine learning and big data algorithm
  social:
    - title: linkedin
      url: https://www.linkedin.com/in/ryan-chao-bb502168  
    - title: github
      url: https://github.com/ryanchao2012
    - title: twitter
      url: https://twitter.com/ryanchao2012

larrylo:
  name: <NAME>
  display_name: Larry
  description: Larry experts in system architecture design, large scale server design and jvm performance tuning.<br><br>Larry aims to help people gain better lives, he participated in projects that either bridges the information gap between media published news and people's comments on forum, or identifies air pollution problem in Taiwan.<br><br>
  email: <EMAIL>
  pic: larry
  position: Backend Developer
  gravatar: 
  alt: Big Data Backend Developer
  social:
    - title: linkedin
      url: https://www.linkedin.com/in/larry-lo-32364388 
    - title: github
      url: http://github.com/LarryLo
    - title: twitter
      url: http://twitter.com/LarryLo1025


markyang:
  name: <NAME>
  display_name: Mark
  description: Mark tackles with big data related problems, with the help of tools like Apache Spark, Scala, Hadoop, Akka and Linux.His most recent project was a log monitor for his company. Mark was the 2015 HadoopCon speaker. He also continually coaches students big data tools.<br><br> Mark likes everything that is beautiful.<br><br>
  email: <EMAIL>
  pic: mark
  position: Backend Developer
  gravatar: 
  alt: Big Data Backend Developer
  social:
    - title: linkedin
      url: https://www.linkedin.com/in/mark-yang-5a49b874  
    - title: github
      url: https://github.com/youngce
    - title: twitter
      url: https://twitter.com/youngce0918

superching:
  name: <NAME>
  display_name: Wei-Ching
  description: Natural Language Processig, Text Mining, Apache Spark are key areas Wei-Ching focuses on. He ranks top 2% in Kaggle Rossmann Store Challenge and was 2015 HadoopCon speaker.<br><br>Wei-Ching has big goal, he wants to make machines do all annoying chores for us and to relieve us from boring jobs.<br><br>
  email: <EMAIL>
  pic: Wayne
  position: Data Engineer
  gravatar: 
  alt: Big Data Engineer
  social:
    - title: linkedin
      url: http://www.linkedin.com/in/superching
    - title: github
      url: https://github.com/superching
    - title: twitter
      url: https://twitter.com/theSuperChing<commit_msg>Hide Chuyu and modify the position of Larry<commit_after># Team names, titles and social links

mayyang:
  name: <NAME>
  display_name: May
  description: May is an experienced business consultant and marketing technologist. She is the proud owner of Marketing-Taiwan which offers business solution to global companies. Her focus is on digital marketing, market research and data analytics fields. <br><br> In her free time, she loves reading, travelling and sports.<br><br>
  email: <EMAIL>
  pic: may
  position: Business Strategist
  gravatar: 
  alt: Business Strategist experts in Big Data and Marketing Analysis
  social:
    - title: linkedin
      url: https://www.linkedin.com/in/maytaiwan  
    - title: github
      url: https://github.com/mayyangtaiwan
    - title: twitter
      url: https://twitter.com/MayTaiwan


ericali:
  name: <NAME>
  display_name: Erica
  description: Erica specializes in e-commerce data mining and medical statistics, her project experiences include customer segmentation, customer life cycle, and BI report with Apache Spark. She is 2015 HadoopCon Speaker and an Apache Spark teacher.<br><br> Erica is also a popular blogger who spreads her positive energy to the world.<br><br>
  email: <EMAIL>
  pic: erica
  position: Data Consultant
  gravatar:
  alt: Data Consultant experts in Data Mining, Big Data and medical statistics
  social:
    - title: linkedin
      url: https://www.linkedin.com/in/ericalitw
    - title: github
      url: https://github.com/wlsherica
    - title: twitter
      url: https://twitter.com/Shrimp_Li

bryanyang:
  name: <NAME>
  display_name: Bryan
  description: Bryan is a passionate big data analyst and insights discoverer. His specific expertise lies on data analysis, data engineering and data model design.<br><br> Bryan is an expert in digital commerce, mobile advertising, and online media industry and devoted to intergrate data into business processes .<br><br>
  email: <EMAIL>
  pic: bryan
  position: Big Data Analyst
  gravatar: 
  alt: Big Data Analysis and Data science expert
  social:
    - title: linkedin
      url: https://www.linkedin.com/in/bryanyang0528
    - title: github
      url: https://github.com/bryanyang0528
    - title: twitter
      url: https://twitter.com/Bryanyang0528


#chuyuhsu:
#  name: <NAME>
#  display_name: Chu-Yu
#  description: Chu-Yu is the Big Data jack-of-all-trades. His recent projects includes IR systems, Large-scale Named Entity Recognition, Knowledge Recommendation System, and Adaptive Strategy Planing Optimizaton with Multi-armed Bandit Machine.<br><br>Chu-Yu is an AI enthusiast who always poking around the cutting edge techniques.<br><br>
#  email: <EMAIL>
#  pic: chuyu
#  position: Machine Learning Engineer
#  gravatar: 
#  alt: Machine Learning Engineer who loves to work with Big data
#  social:
#    - title: linkedin
#      url: https://www.linkedin.com/in/chuyuhsu  
#    - title: github
#      url: https://github.com/ChuyuHsu
#    - title: twitter
#      url: https://twitter.com/ChuyuHsu

ryanchao:
  name: <NAME>
  display_name: Ryan
  description: Ryan specializes in octave programing and neural network algorithm, and is familiar with R, python, C/C++. He ranks Top 25% in Kaggle competition (ICDM 2015 Drawbridge Cross-Device Connections). Ryan owns a mechanical engineering degree and has development experiences in 8051, ARM, iOS and Android applications. <br><br>In his spare time Ryan loves reading and learning!<br><br>
  email: <EMAIL>
  pic: ryan
  position: Data Scientist
  gravatar: 
  alt: Data Scientist experts in machine learning and big data algorithm
  social:
    - title: linkedin
      url: https://www.linkedin.com/in/ryan-chao-bb502168  
    - title: github
      url: https://github.com/ryanchao2012
    - title: twitter
      url: https://twitter.com/ryanchao2012



markyang:
  name: <NAME>
  display_name: Mark
  description: Mark tackles with big data related problems, with the help of tools like Apache Spark, Scala, Hadoop, Akka and Linux.His most recent project was a log monitor for his company. Mark was the 2015 HadoopCon speaker. He also continually coaches students big data tools.<br><br> Mark likes everything that is beautiful.<br><br>
  email: <EMAIL>
  pic: mark
  position: Backend Developer
  gravatar: 
  alt: Big Data Backend Developer
  social:
    - title: linkedin
      url: https://www.linkedin.com/in/mark-yang-5a49b874  
    - title: github
      url: https://github.com/youngce
    - title: twitter
      url: https://twitter.com/youngce0918

superching:
  name: <NAME>
  display_name: Wei-Ching
  description: Natural Language Processig, Text Mining, Apache Spark are key areas Wei-Ching focuses on. He ranks top 2% in Kaggle Rossmann Store Challenge and was 2015 HadoopCon speaker.<br><br>Wei-Ching has big goal, he wants to make machines do all annoying chores for us and to relieve us from boring jobs.<br><br>
  email: <EMAIL>
  pic: Wayne
  position: Data Engineer
  gravatar: 
  alt: Big Data Engineer
  social:
    - title: linkedin
      url: http://www.linkedin.com/in/superching
    - title: github
      url: https://github.com/superching
    - title: twitter
      url: https://twitter.com/theSuperChing


larrylo:
  name: <NAME>
  display_name: Larry
  description: Larry experts in system architecture design, large scale server design and jvm performance tuning.<br><br>Larry aims to help people gain better lives, he participated in projects that either bridges the information gap between media published news and people's comments on forum, or identifies air pollution problem in Taiwan.<br><br>
  email: <EMAIL>
  pic: larry
  position: Blog Writer
  gravatar: 
  alt: Blog Writer
  social:
    - title: linkedin
      url: https://www.linkedin.com/in/larry-lo-32364388 
    - title: github
      url: http://github.com/LarryLo
    - title: twitter
      url: http://twitter.com/LarryLo1025
{'fraction_non_alphanumeric': 0.08133525374904685, 'fraction_numerical': 0.012030839617046514, 'mean_word_length': 3.5751937984496123, 'pattern_counts': {'":': 0, '<': 99, '<?xml version=': 0, '>': 99, 'https://': 42, 'lorem ipsum': 0, 'www.': 16, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 6, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '7511142', 'n_tokens_mistral': 3632, 'n_tokens_neox': 3374, 'n_words': 1342}