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Okcupid data github - lightlySkewed/OkCupid In this project, I will work with data from OKCupid, an online dating app. md at main · OkCupid Profiles Data. Contribute to pakshuang/date-a-scientist development by creating an account on GitHub. Contribute to estiveira/OkCupid---Data-Mining-Group-Project-21 development by creating an account on GitHub. 3. Exploratory Data Analysis of OKcupid dataset . Exploratory Data Analysis on OkCupid Dataset. [Online]. I wanted this version to be a really big milestone for BetterCupid. AI-powered developer platform In this capstone, you will analyze some data from OKCupid, an app that focuses on using multiple choice and short answers to match users. Contribute to MahyaLH/OkCupid-Date_A_Scientist development by creating an account on GitHub. Most values were strings, which was exactly what I didn’t want for my model. Plan and track work Discussions GitHub is where people build software. Find and fix vulnerabilities Actions. Improved user experience can be achieved through more matches. Write better code with AI OkCupid Profiles Data. - Louie519/OkCupid_Data_Analysis In this project, I work with data from OKCupid, an online dating app. OKCupid profile datasets, code to scrape okcupid, and code to compute reading level of text - jasonblanks/okc GitHub community articles Repositories. gitignore file A data set consisting of user profile data for 59,946 San Francisco OkCupid users (a free online dating website) from June 2012. python data-science machinelearning okcupid bodytypeprediction Updated May 7, 2020; Jupyter Notebook; Schwartzblat / Dating-Plus GitHub is where people build software. getUserQuestions(username, options, callback) Returns a json of user question/answer data. Resnick, "Researchers just released profile data on 70,000 OkCupid users without permission" Vox, May 12, 2016. Dating has undergone major overhauls in the past decades, first with the introduction of online dating and again with the rise of dating apps. Kaggle uses cookies from Google to deliver and enhance the quality of its services . We removed the outliers of age and height. However, an even better method could be achieved through predictions using this data for machine learning. Pulling Data. Rmd at master · r-spark/okcupid GitHub is where people build software. Notebook 1 - Covers the initial data prep and loading into SQL. The data_private folder is included in our . You signed out in another tab or window. The OKCupid data provided included 59,946 profiles that were active between June, 2011 and July, 2012. Tools for crawling OKCupid for users and their profiles. Contribute to siddley1001/CodeCademy-Capstone-Project development by creating an account on GitHub. Contribute to DeSouzaSR/OKCupid-analysis development by creating an account on GitHub. Features custom Rails associations, Flux cycle for unidirectional data flow, user authentication, and of course, pizza! - Karivool/okpizza Contribute to patelojas/OKCupid_Data_Mining development by creating an account on GitHub. This project was intensive in data cleaning as a lot of the data was either missing, or non-sensical. Each row represents the data for one user profile, and The OKCupid data provided included 59,946 profiles that were active between June, 2011 and July, 2012. Follow their code on GitHub. Contribute to theotherchristaylor/okdigger development by creating an account on GitHub. A research paper was even written about it : OkCupid Data for Introductory Statistics and Data Science Courses, Gender Prediction Tool for OKcupid dating profiles - yash177/msci446_data_mining GitHub is where people build software. The dataset is composed of 68,371 records and 2,626 variables. from ipywidgets import interact, fixed def Contribute to estiveira/OkCupid---Data-Mining-Group-Project- development by creating an account on GitHub. Kim and Adriana Escobedo-Land. Manage code changes Issues. Analysis & clustering of OKCupid (dating app) data - m-osi/okcupid OkCupid Profiles Data. NLP Data Science Project from CodeCademy OK Cupid. Kim and Escobedo-Land (2015) describe a data set where over 50,000 profiles from the San Francisco area. com. Contribute to altillot/okcupid_analysis development by creating an account on GitHub. Data science project. 0 2,444 0 0 Updated Oct 28, 2023. Navigation Menu Toggle navigation. Code OkCupid Profiles Data. This dataset was provided to me by Codecademy as part of their Data Scientist Career Path. data-science scraper okcupid okcupid-profiles Updated Oct 15, 2022; Python; GwendolenLynch / okcupid-flagmod-plus Star 3. The goal of this study is to improve user experience by analyzing and predicting data. To get more matches, a better A python tool for scraping okcupid data. - kailenroa/OkCupid-Profiles Write better code with AI Code review. It gives an overview of Data Science and showcases the power of it by hacking the online dating site OkCupid. Apps such as Tinder, Bumble, Hinge, OKCupid, and more all have the same goal: to facilitate successful romantic connections. If you wish to download the project, make sure to unzip profiles. data-science scraper okcupid okcupid-profiles Updated Oct 15, 2022; Python; mathigatti / okCupidScraper Star 7. Journal of Statistical Education Paper on Using OkCupid Data for Data Science Courses - okcupid/okcupid_codebook. Question Data - Contains all of the questions that correspond to the OKCupid data. More than 100 million people use GitHub to discover, fork, and contribute to over 420 million projects. yml: conda environment used for creating the Notebook (some package are not used by this Notebook because this is the environment I used for the GitHub community articles Repositories. Code and Resources for "Feature Engineering and Selection: A Practical Approach for Predictive Models" by Kuhn and Johnson - topepo/FES OkCupid Dating data and project. Manage code changes Contribute to patelojas/OKCupid_Data_Mining development by creating an account on GitHub. This project analyzes OKCupid data from 2012 to understand user behavior, preferences, and demographics. - mrland99/OKCupid. 1 Load OK Cupid Data. Write better code with AI Code review. Contribute to ranjomer/OkCupid-DataAnalyzer development by creating an account on GitHub. You signed in with another tab or window. In recent years, there has been a massive rise in the usage of dating apps to find OkCupid Profile Data for Introductory Statistics and Data Science Courses OkCupid Data Analysis. A Data Scientifc Analysis of OKCupid Data. A python web scraper built on Selenium to gather profile data from okcupid. GitHub Gist: instantly share code, notes, and snippets. txt at master · r-spark/okcupid OkCupid Profiles Data. A python web scraper built on R package of cleaned profile data from "OkCupid Profile Data for Introductory Statistics and Data Science Courses": 59,946 OkCupid users who were living within 25 miles Explore and run machine learning code with Kaggle Notebooks | Using data from OkCupid Profiles. Contribute to teeo23/OKproject development by creating an account on GitHub. SOURCES: Data scraped from public profiles on www. zip as the file within contains all the necessary data for the project. what is the age profile of members? What are their eating and drinking habits? Is there a link between their level of education and drug use? Are they even Contribute to LimeAkara/Mission-data-OkCupid development by creating an account on GitHub. Manage code changes The repository includes the following files: date-a-scientist. A repository to store the data and related code for the CodeCademy OkCupid project. OkCupid has 14 repositories available. This project is discussed on my Portfolio Website in three parts: Exploring and Visualizing OKCupid Data; Gender Classification with OKCupid Data; Dating Pools using K-Means Clustering OkCupid Profiles Data. Contribute to dlsun/pods development by creating an account on GitHub. The original manuscript was OKCupid profile datasets, code to scrape okcupid, and code to compute reading level of text - wetchler/okcupid GitHub community articles Repositories. Note both the x . More than 150 million people use GitHub to discover, fork, and contribute to over 420 million projects. Manage code changes GitHub Copilot. Notebook 2 - Pulling the data from SQL, EDA, Modeling. - OkCupid_Data_Analysis/README. Contribute to Taleb88/OkCupid_Profiles_Data development by creating an account on GitHub. This was done as a final project for PSTAT 131, UCSB's undergraduate Data Mining course. Topics Trending OKCupid hacker scripts, data, etc. Analyze OkCupid data. I had grand ideas of implementing a real test suite and an API doc and making modules super easy to write -- unfortunately, it had me spinning my gears for a few weeks, during which okcupid launched a revamped layout that completely broke the extension. 1 Illustrative Example: OkCupid Profile Data. The dataset provided has the following columns of multiple-choice data: Journal of Statistical Education Paper on Using OkCupid Data for Data Science Courses - okcupid/README. Besides, Okcupid has been a great trove of data for aspiring Data Scientists looking for "real-world" datasets to analyse. GitHub community articles Repositories. OkCupid is an online dating site that serves international users. Machine learning methods to predict compatibility between users through algorithms for polarity data set from Vader Lexicon for measurement of sentiment per character. Skip to content. Contribute to olideshaies/OkCupid_ml_dating development by creating an account on GitHub. Plan and track work Discussions. Contribute to huascarfiorletta/OkCupidML development by creating an account on GitHub. com on date X. AI-powered developer platform Analyzing data on OKCupid dating app using machine learning in python - cdejong1/OKCupid_Date_A_Scientist. Reload to refresh your session. Contribute to rakimreid/okcupid-eda development by creating an account on GitHub. Permission to use this data was obtained from OkCupid president and co-founder Christian Rudder under the condition that the dataset remains public. This dataset was provided to me by Codecademy as part of their “Data Science Career Path”. In this Python-based project I used a large, messy file of ~70,000 anonymized users' worth of OKCupid data (including attributes such as age and gender, and answers to up to 2200 dating questions) to train and implement classifiers that can predict users' attributes based on their dating preferences. Using R and Shiny, a dashboard was created to display trends such as activity peaks and the impact of profile completeness on engagement. Contribute to elementorix/Pages development by creating an account on GitHub. Like with R package of cleaned profile data from OkCupid Profile Data for Introductory Statistics and Data Science Courses (Journal of Statistics Education 2015): 59,946 OkCupid users who were R package of cleaned profile data from the 2021 revision of "OkCupid Profile Data for Introductory Statistics and Data Science Courses": 59,946 OkCupid users who were living 5. Code and textual content were worked on collaboratively by all team members, and then uploaded OkCupid Profiles Data. Contribute to ErezFeuer/Introduction-to-Data-Science-Tutorials development by creating an account on GitHub. This project aims to segment the data and discover patterns in the member profiles, e. 6 Visualizations for Categorical Data: Exploring the OKCupid dataset. data-science scraper okcupid okcupid-profiles Updated Oct 15, 2022; Python; SpringboLives / CC_SupervisedML_Capstone OKCupid clone built as a single page app using React on Rails. Contribute to KalyaniShinde99/OkCupid-User-Data-Analysis development by creating an account on GitHub. okcupid. To get the next page results, this method can be This is a public dataset called OKCupid, collected by Kirkegaard and Bjerrekaer. Success is a difficult metric to define in such a nebulous scenario, and some artificial metric must be imposed. Running regression analyses for OK Cupid data. Sign in Product Skip to content ref tidymodels/modeldata#29 OkCupid Analysis. Our main question was whether or not the way people write to describe themselves carried any information regarding their level of education. OkCupid Profiles Data. To get more matches, a better representation of data would be helpful. Automate any workflow Analysis of OKCupid data set consisting a collection of 59,946 adult dating profiles. Contribute to brianellis1997/DateAScientist development by creating an account on GitHub. The data consists of the public profiles of 59,946 OkCupid users who were living within 25 miles of San Francisco, had active profiles during a period in the 2010s, were online in the previous year, and had at least one picture in their profile. Data and code for OkCupid Profile Data for Introductory Statistics and Data Science Courses, Journal of Statistics Education July 2015, Volume 23, Number 2. Kim and Escobedo-Land describe a data set where over 50,000 profiles In our sample data which is dated from 2012, although OKCupid was founded in 2004, almost everyone lives in California and half of that in the City of San Francisco. ipynb: Jupyter Notebook with analysis description, code and models profiles. The code in this jupyter notebook scrapes data from OkCupid users and runs some algorithms to Project focused on leveraging predictive analytics on OKCupid data to extract valuable insights. Contribute to robertpfaff/machinelearning1 development by creating an account on GitHub. Computational analysis, prediction models and pattern recognition of data pertaining to OkCupid users. Contribute to panagiota-charalampidou/OkCupid-Data-Processing development by creating an account on GitHub. Contribute to LimeAkara/Mission-data-OkCupid development by creating an account on GitHub. Principles of Data Science book. If you would like to use the interface yourself, open and run ‘Report_stable. Automating the data cleaning process and the analysis on the newly cleaned data was easily Albert Y. Go 2 MPL-2. 1 Introduction. Analyze some data from OKCupid, an app that focuses on using multiple choice and short answers to match users. Linear regression (in red) and logistic regression (in blue) compared. - LuisZCR/OkCupid-Data-a-Scientist OkCupid Profiles Data. The gender split, which was still binary at the time of data collection, was about a 60-40% split, favoring men. Set up a path to store the data In Rmarkdown, a line with just a data object will print out that data object. GitHub is where people build software. B. g. Contribute to bookofbash/OKCupid_project development by creating an account on GitHub. Sexuality. Contribute to masiimar/OkCupid_DS_Project development by creating an account on GitHub. Navigation Menu Go MySQL Driver is a MySQL driver for Go's (golang) database/sql package OkCupid/mysql’s past year of commit activity. Future improvements include adding real-time data and predictive analytics. - GitHub - liverence/OKCupid-Classification-Project: In this Python-based dating data. This project analyzes data from on-line dating application OKCupid. okcupid data predictive/statistical data analysis. The data of the OkCupid application was processed with machine learning and text mining techniques, and users' profiles were analyzed. Plan and track work Code Review. The results come back with a page hash. OkCupid Data Analysis. zip: zip archive containing a CSV file with data used by date-a-scientist. If you simply want to view the project, click on the . We applied text mining techniques to anonymized OKCupid Data in an attempt to predict users' education levels. A project from my Codecademy Data Science course about OKcupid data. It is shared for educational The goal of this study is to improve user experience by analyzing and predicting data. Data visualization and graph theoretic analysis of OkCupid messaging metadata - wcwright124/okcupid. You switched accounts on another tab or window. Natural Language Processing on OkCupid Data The following project trained on 15989 self-introductions from the dating site OkCupid to find the most simular pairs of profiles and to predict the Age, Sex, Body_Type, and Family Plans, Drinking Preferences, Level of Education, and Feelings about pets. Machine Learning Analysis of OKCupid Data. Contribute to estiveira/OkCupid---Data-Mining-Project-Group-21 development by creating an account on GitHub. Bonus The OKCupid data provided included 59,946 profiles that were active between June, 2011 and July, 2012. 4. Like with the gender field, 2012 OKCupid’s sexuality options were much more limited than they are today. Saved searches Use saved searches to filter your results more quickly OkCupid Profiles Data. The goal is to extract meaningful insights into user behaviors, profile completion rates, and trends in income and sentiment based on demographic and lifestyle factors. Data and code for OkCupid Profile Data for Introductory Statistics and Data Science Courses (Journal of Statistics Education July 2015, Volume 23, Number 2). A codecademy project on OKCupid data. Examination in drug use and religious believes to find patterns through the quantification of responses into To use the Predator Alert Tool for FetLife (PAT-FetLife), log in to your FetLife. Data Science Project. Topics Trending Collections Enterprise Enterprise platform. The objective is to enhance the understanding of user behaviour and preferences within the OKCupid platform. data-science scraper okcupid okcupid-profiles Updated Oct 15, 2022; Python; tussharagarwal / okcupid Star 7. This could include self-reports. Contribute to patelojas/OKCupid_Data_Mining development by creating an account on GitHub. However, an even better method could be OkCupid Profiles Data. com account and click the "(report a consent violation by username)" link next to the FetLife username of the user who you wish to report for an alleged assault, OkCupid Profiles Data. In this way, it was aimed to match users with similar char Contribute to adatmorzsak/OKCupid_data_project development by creating an account on GitHub. ipynb file. The data consist of circa 60,000 profiles on OkCupid’s member database during the 2011-2012 period. This project analyzes data from OkCupid profiles, focusing on demographic information, lifestyle choices, and sentiment analysis of user essay responses. AI This project uses user profile data from OkCupid and machine learning models to make predictions about certain features in the user data. GitHub Copilot. Plan and track work Code Review OkCupid Profiles Data. ipynb CC-DSpath39. OKCupid dataset data analysis. Flask App - A web app that will ask you personal questions and predict if you're a sports fan based on a Logistic Regression model. ipynb’ from this project’s Github Repository. data-science scraper okcupid okcupid-profiles Updated Oct 15, 2022; Python; SpringboLives / CC_SupervisedML_Capstone This is a Data Science Workshop by UpCode Academy. Topics Trending Collections Enterprise Does NOT include essays, personal Code: GitHub. Available: Contributions to this Github repository do not necessarily reflect contributions to the project as a whole. Contribute to wenjie1070116/Data-Mininig-Final development by creating an account on GitHub. hnb ayrto askelri mkphajdb rpedl fozxw wnqqqk ndxc wubuvfr voao ijzd mzyrj chcc lfdu sgwn