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sandy4321's Projects

data-clean icon data-clean

A reference for primarily data cleaning. The dataset we work with is a sample of the data used in this data challenge: https://community.fico.com/s/explainable-machine-learning-challenge?tabset-3158a=2

data-is-present icon data-is-present

This project offers free activities to practise reproducible data presentation. Pablo Bernabeu organises these events in the context of a Software Sustainability Institute fellowship.

data-journalism icon data-journalism

Data journalism and easy to replicate notebooks using Python, R, and Web visualisations

data-mcdonalds-nutritionfacts icon data-mcdonalds-nutritionfacts

Free, open source data set describing McDonalds Nutrition Facts for popular menu items in SQL, SQLite, JSON, Excel, OpenOffice Spreadsheet, Google Sheets, TSV, etc. Updated November 2015. :hamburger: :fries: :cookie: :cake:

data-mining-2018 icon data-mining-2018

Time series analysis, Sequential pattern mining of IBM stock data set and Classification, Outlier Detection of UCI Abalone data set.

data-mining-analysis-and-sentimental-analysis-of-data icon data-mining-analysis-and-sentimental-analysis-of-data

Project was designed in QT Designer and coded in Python using twitter API to fetch data from twitter. Overcoming the issue of limited fetching from twitter. Also introduced multithreading in order to fetch data based on multiple keywords. After the fetching of the tweets, they were analysed based on the words in the tweets whether positive, negative or neutral. And these analysed tweets were further represented in graphical format using MATLAB.

data-mining-module-learning icon data-mining-module-learning

This is the code part of the data mining module, mainly for predicting the outcome of categorical variables, the model mainly involves logistic regression, decision tree, SVM, random forest and naive bayes.

data-mining-ms-gsp-algorithm icon data-mining-ms-gsp-algorithm

This is an implementation of MS GSP algorithm with multiple minimum supports that is used for mining sequential patterns

data-open-2021-central icon data-open-2021-central

Git repo for the 2021 Citadel Data Open Central Region. Team member: Chuqi Bian, Minglun Pan, Shutong Li, Yuantao Shi

data-science-1 icon data-science-1

Data Science Projects, mostly a part of Prof. Steven Skiena's CSE 519 : Data Science Fundamentals

data-science-45min-intros icon data-science-45min-intros

Ipython notebook presentations for getting starting with basic programming, statistics and machine learning techniques

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