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How To Use Python To Test SEO Theories (And Why You Should)

Learn how to test your SEO theories using Python. Discover the steps required to pre-test search engine rank factors and validate implementation sitewide. When working on sites with traffic, there is as much to lose as there is to gain from implementing SEO recommendations The downside risk of an SEO implementation gone wrong can be mitigated using machine learning models to pre-test search engine rank factors. Pre-testing aside, split testing is the most reliable way to validate SEO theories before making the call to roll out the implementation sitewide or not. We will go through the steps required on how you would use Python to test your SEO theories. Choose Rank Positions One of the challenges of testing SEO theories is the large sample sizes required to make the test conclusions statistically valid. Split tests – popularized by Will Critchlow of SearchPilot – favor traffic-based metrics such as clicks, which is fine if your company is enterprise-level or has copious traffic. If you...
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Rohit Sharma spends time on the beach in Barbados with T20 World Cup trophy


Rohit Sharma On Beach with T20 WC 2024


India emerged victorious against South Africa in a nail-biting conclusion to the tournament at the Kensington Oval on June 29. The Indian team clinched the title by a narrow margin of seven runs, securing their second championship in the event's history after a gap of 17 years. The last time India had claimed the coveted trophy was in 2007, led by the legendary MS Dhoni.


The day after India won the 2024 T20 World Cup under Rohit Sharma's leadership, the skipper spent some time on the beach in Barbados for an official photoshoot with the winners' trophy. 

India defeated South Africa by seven runs in a thrilling final at the Kensington Oval on June 29 to register their second triumph in the history of the tournament after 17 years.

India had won the inaugural edition of the event in 2007 under the leadership of MS Dhoni.


Rohit posed with the trophy on the beach on Sunday, and BCCI shared the images on social medial.

"A billion dreams, a billion emotions, and a billion smiles! Mission accomplished. World Cup conquered. We are World Champions. Hey, Captain! You've done it," BCCI captioned its post on microblogging online platform 'X'.

Batting first in the final on Saturday, India rode on Virat Kohli's 76 and Axar Patel's 47-run knock to put up a challenging 176 for 7 on the board.

In run-chase, Heinrich Klaasen (52) and Quinton de Kock (39) drove South Africa into a comfortable position, neding a run a ball with wickets in hand, before Hardik Pandya (3/20), Jasprit Bumrah (2/18) and Arshdeep Singh (2/20) brought India back.

Thanks to timely strikes by Pandya and Bumrah, accompanied by Suryakumar Yadav's 'superman' catch on the boundary line to dismiss David Miller (21), India limited SA to 169/8 to clinch the title.



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