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Every NBA Teams Chance Of Winning In Every Minute Across Every Game

Can you summarize the NBA season in one chart? With 794 games, more than 152,000 possessions and some 372,000 plays, probably not, but we’ve given it a shot. What you see above is the 2014-15 season’s win probabilities, summarized. At any point in an NBA game, each team has a probability of winning based on the time remaining, the score and the situation (i.e. after a made shot, shooting foul, etc.). In the chart, each team’s in-game win probability is averaged over each minute of regulation time. It’s like watching a win-loss record develop in real time.The win probability model that provides the foundation of the chart uses data from 13 NBA seasons (2000 to 2012). The model is not based on simulations, but rather it does its best to reflect how NBA games are actually played, won and lost.One of our favorite findings: The Golden State Warriors and Atlanta Hawks share a similar win-loss record, but they’ve taken different paths to get to that point. The Warriors have shown more dominance throughout games, often building early, insurmountable leads. The Hawks, in contrast, don’t pull away until the fourth quarter.Let us know about your own discoveries in the comments below. read more

Forging deep cultural bonds

first_imgIndia has a rich cultural heritage and the varied dance forms that we get to see here serve as a reflection of its diverse cultural traditions. When it comes to classical dancing, the country has a variety of options to present.In an attempt to promote classical music and dance, Kalptaru Arts organises Manthan, a two day festival of arts. The festival will bring the eminent personalities of classical genre on one stage. It will be hosted in Delhi at Stein auditorium, India Habitat Center, Lodhi Road on July 27 and 28. Also Read – ‘Playing Jojo was emotionally exhausting’Sangita Chatterjee, founder of Kalpataru and an eminent kathak dancer said, “Kalpataru strongly believes that culture is an integral part of a society and it has the power to positively transform the society and can contribute to its holistic growth. With this belief, the organisation is primarily engaged in preserving and propagating Indian cultural heritage along with giving exposure to International art forms in the form of cultural exchange programs.” The festival will be honoured by Birju Maharaj and Debu Chaudhary as Chief Guests. Also Read – Leslie doing new comedy special with NetflixFirst day of the festival will showcase a unique duet, Dilruba by Sandeep Singh and Hindustani classical vocal by Mahua Mukherjee, disciple of Ajay Chakraborty and a Kathak duet by Krishan Mohan Misra and Vaswati Misra will also be showcased. The festival will conclude with Kathak performance by Sangita Chatterjee and Mohan Veena by Grammy Award Winner Vishwa Mohan Bhatt. It will be accompanied by tabla players -Ram Kumar Misra, Govind Chakravarty, Ashish Sengupta and Kali Nath MisraA part of the fund raised through this concert will go to a West Bengal based NGO ‘Eternal Mission’, who are working for the upbringing of children.last_img read more