The data on this website will feature insights about the Lakers. It will dive deeper into the specific players, and can be connected to form general assumptions about the relationship between player age and winrate for the Golden State Warriors. There will also be insights to further statistics such as player points per game, assists, etc. However, it is to be noted that players in basketball have many different goals beyond making points or assisting others, so the most relevant statistic will remain the winrate of the team when a player is on the court.
has unofficial detailed, niche statistics on specific players.
has standardized, general, but official statistics on players.
has the most official and up to date stats, but isn't niche.
We can use this data to analyze how player age affects winrate for the Golden State Warriors. By looking at the winrate when specific players are on the court, we can draw conclusions about how age impacts performance. This can help in understanding team dynamics and making strategic decisions for future games.
Below is a data set pulled from the various sources, that compares the two variables.
By looking at this data, we can start to see some clear trends. Filtering out players with very few games lets us compare age with win percentage more accurately, and the scatterplot with a trendline below makes it easy to see that older players tend to win more often. Of course, this might partly be because only the best players stick around as they get older, but the trend is still useful to notice. Using stats like this, along with historical info like player retention or injuries, helps us make sense of the numbers and figure out which players perform best in different situations, so we can make smarter decisions for the team.