KaggleCompetition

Code hub for the kaggle competitions/Kernel blogs I have participated in/contributed to.

Allstate Claims Severity

Competition url: https://www.kaggle.com/c/allstate-claims-severity

Folder: AllstateClaimSeverity

My solution: https://www.kaggle.com/jiashenliu/allstate-claims-severity/different-classifier-showcase-and-question

Twitter US Airline Sentiment

Dataset url: https://www.kaggle.com/crowdflower/twitter-airline-sentiment

Folder: TwitterUSAirlineSentiment

My Analysis: https://www.kaggle.com/jiashenliu/d/crowdflower/twitter-airline-sentiment/how-can-we-predict-the-sentiment-by-tweets

TechCrunch Posts Compilation

Dataset url: https://www.kaggle.com/thibalbo/techcrunch-posts-compilation

Folder: TechCrunch

My Analysis: https://www.kaggle.com/jiashenliu/d/thibalbo/techcrunch-posts-compilation/a-small-personalized-recommending-system/

(A small, personalized recommending system is designed and published.)

2016 US Presidential Debates

Dataset url: https://www.kaggle.com/mrisdal/2016-us-presidential-debates

Folder: Presidential Debates

My Analysis: https://www.kaggle.com/jiashenliu/d/mrisdal/2016-us-presidential-debates/is-trump-always-interrupted

Python Questions from Stack Overflow

Dataset url: https://www.kaggle.com/stackoverflow/pythonquestions

Folder: Stack-overflow-python

My Analysis: https://www.kaggle.com/jiashenliu/d/stackoverflow/pythonquestions/if-we-treat-stack-overflow-as-a-social-network/run/407831

U.S.-Opiate-Prescriptions

Folder: U.S.-Opiate-Prescriptions

Dataset url:https://www.kaggle.com/apryor6/us-opiate-prescriptions

My Analysis: https://www.kaggle.com/jiashenliu/d/apryor6/us-opiate-prescriptions/quick-and-dirty-attempt-on-voting-classifier/

911 Emergency Calls

Folder: 911Calls

Dataset url: https://www.kaggle.com/mchirico/montcoalert/kernels

My Analysis: http://rpubs.com/ljs93/GoogleVis911

US Adult Income Census

Folder: Adult Census

Dataset url: https://www.kaggle.com/uciml/adult-census-income

My Analysis: https://www.kaggle.com/jiashenliu/d/uciml/adult-census-income/who-can-earn-more-than-50k-per-year

Human Activity Recognition

Folder: Human Activity

Dataset url: https://www.kaggle.com/uciml/human-activity-recognition-with-smartphones/

My Analysis: https://www.kaggle.com/jiashenliu/d/uciml/human-activity-recognition-with-smartphones/model-based-feature-selection-newbie/

Video Game Sales

Folder: Game Data

Dataset url:https://www.kaggle.com/gregorut/videogamesales/kernels

My Analysis: https://www.kaggle.com/jiashenliu/d/gregorut/videogamesales/visualizing-data-set-by-plot-ly

Pokemon Go

Folder: PokemonGo

Dataset url: https://www.kaggle.com/semioniy/predictemall

A shiny app is developed based on the data set

Shiny App Url: https://jiashenliu.shinyapps.io/PokemonGo/

Daily News Stock Market

Folder: NewsStock

Dataset url: https://www.kaggle.com/aaron7sun/stocknews

My Analysis: https://www.kaggle.com/jiashenliu/d/aaron7sun/stocknews/presenting-seven-classifiers/

World University Ranking

Folder : WorldUniversityRanks

Dataset url: https://www.kaggle.com/mylesoneill/world-university-rankings

My Analysis: https://www.kaggle.com/jiashenliu/d/mylesoneill/world-university-rankings/world-university-ranks-regression

ISIS Tweets

Folder: ISIS Tweets

Dataset url: https://www.kaggle.com/kzaman/how-isis-uses-twitter

My Analysis: https://www.kaggle.com/jiashenliu/d/kzaman/how-isis-uses-twitter/drawing-network-for-pro-isis-tweets

Forest Cover Predict

Folder: Forest-Cover

Dataset url: https://www.kaggle.com/uciml/forest-cover-type-dataset

My Analysis : https://www.kaggle.com/jiashenliu/d/uciml/forest-cover-type-dataset/random-forest-with-feature-selection-0-95-accuracy/

Baboon Mating

Folder: Baboon-Mating

Dataset url:https://www.kaggle.com/dryad/baboon-mating

My Analysis: https://www.kaggle.com/jiashenliu/d/dryad/baboon-mating/explore-mating-behavior

New Coder Survey

Folder: New-Coder-Survey

Dataset url: https://www.kaggle.com/freecodecamp/2016-new-coder-survey-

My Analysis: http://rpubs.com/ljs93/SimpleInfoGraphic