nba-visualization
There are 75 repositories under nba-visualization topic.
Predicting2022NBAMVP
Predicting the 2021-2022 NBA MVP voting race using regression models. Used different Data Science tools such as matplotlib,pandas and sklearn to gather and process data along with model building. Juypter Notebook is used to present and provide commentary on the model and the process taken to get prediction data/
Predict-NBA-player-Points_End-to-end-Project
End-to-end project to predict basketball player points. (regression problem)
nba-2021-viz
NBA 2020-21 stats, visualizations and NBA Reddit community posts.
NBA_Game_Plots
Twitterbot. Because box scores don't tell the full story 🏀
NBA-Scrolly-Travel-APP
A simple 'scrollytelling' app showing differences in travel (flight trajectories and mileage) for NBA teams over the last 3 seasons.
nba-age
Visualizations of players' ages in the NBA
nba-database
A PyMySQL-based console app designed to provide insightful statistics and graphs based on data fetched from the NBA.com APIs.
BBALLHQ-DISCORD-BOT
Discord Bot with information about the NBA!
NBA-Playstyle-Evolution
Statistical analysis exploring the evolution of playstyle in the NBA from 2000-2019.
nba_championship_rings
Collecting and visualizing data of the NBA champion teams from 1960 to 2023
NBA-Player-HUD
NBA Player HUD RShiny Application
Lakers-Shooting
Headshot plots of shooting stats from the Lakers' '21-'22 season
nbaplays_2022-2023
All plays recorded by the NBA throughout the 1,230 games of the 2022-2023 regular season.
nba-free-agency-dashboard
http://sumitrodatta.shinyapps.io/nba-free-agency-dashboard/
sentimentanalysis_lakers
A Twitter Sentiment Analysis Using R
nba_shot_analysis
A comparison between the 2008-09 and 2018-19 NBA season comparing shot locations for individual players and leaguewide.
OLYMPIC-DATASET-ANALYSIS
Dataset Analysis on Sports
NBA-players-stats-20-21
Personal research project to work with NBA data, by preparing, filtering, adding metrics of interest and visualizing the top performers of the season
NBA-Hall-of-fame-predictor
This is the notebook of our final project for CMSC320: Introduction to Data Science. In this project, we explore Hall of Famers in the NBA.
drawing-shot-paths
Looking at shot paths over time. Uses d3.js for the charts and canvas for the drawing of the lines.
ball-movements-x-y-canvas
Sketching basketball movements over time.
basketball_analytics
This repository includes basketball games' analytics.
NBA_2020_Predictions
Carried out predictive analysis on the latest NBA 2020 games data to predict the winners/lossers of the NBA 2020 season. Used linear regression in python to develop a winning equation, matplotlib to develop charts and google api to create heat map.
NBA-Stats-Visualizer
This is a python program that uses selenium to web scrape stats from https://www.basketball-reference.com and then displays a graph of an NBA player's career averages using Matplotlib.
PlayByPlay
Visualization web app built with Plot.ly and Dash, a framework that uses React.js and Flask, to view NBA statistics in a simple fashion with graphs and charts
contract-prediction-2020
predicting contracts for 2020 nba free agents
NBA_4thQuarter_Analysis
I wanted to find out: Do NBA teams in the regular season only care about defense in the 4th quarter? -->Statistical analysis of 4th quarter in comparison to the first three quarters. The data are from the 2019/2020 NBA season
nba-factory
Quantifying NBA player interactions
NBA-data-analysis-2014-2015
A half semester-long project I composed during my sophomore year
NBADataVisualization
Data visualization of NBA(National Basketball Association)
NBA-POTW-Visualization
NBA Player of the Week Visualizations using ggplot
nba-vis
Python Tkinter Graphical User Interface to generate heat-maps of current NBA player shooting trends.
nba_dashboard
NBA Player Statistics Visualization