Semantics3

The State Of Ecommerce - 2019 report. We crawled the entire universe of dotcom domains and analyzed all ecommerce merchant websites. Fun fact: There are 138MM dotcom domains (as of of Feb 2019) and ~6MM of them are ecommerce sites. semantics3.com/blog/state-of-…

Benford's law dynamics at play across 4 million electronics ecommerce products from the Semantics3 catalog (randomly sampled) #weekendfun

A look at best selling categories and brands in the US from a basket of goods prioritized for delivery - by @govind201 semantics3.com/blog/beyond-to…

"Shopping for Hand Sanitizers Online in the Age of COVID-19" by @govind201 semantics3.com/blog/buying-ha…

On building machine learning powered products, teams and businesses - my latest blogpost towardsdatascience.com/defining-your-…

Predicting the Demand of Products Sold Online - blogpost by @govind201 semantics3.com/blog/predictin…

All of our #blackfriday deals alerts are from our BlackFriday price analysis tool. Use it to understand your discounts before you buy demo.semantics3.com/blackfriday/

#blackfriday Deals Alert: Beats earphones priced at $89.99 on BestBuy, marked at $110 off. Average price during the year is about $115, and $99 on several occasions. Verdict: only a $10 discount at best. Trend details here: tinyurl.com/v9oqp6t bestbuy.com/site/beats-by-…

#BlackFriday deals alert: This LG 55" Class OLED Smart Ultra HD TV, tagged as “Reduced Price” on Walmart, isn’t really a good deal. The product was priced MUCH lower just earlier this month tinyurl.com/wh4hwlr walmart.com/ip/LG-55-Class…

#blackfriday Deals Alert: Sonance speakers priced at $149.98. This sale isn’t exclusive to Black Friday and repeats itself on an almost cyclical basis. Verdict: you can get thsi deal any time of year tinyurl.com/ryorma7 bestbuy.com/site/sonance-6…

#blackfriday deals alert: Beats Solo3 on sale on Target at $129.99, the lowest price seen in 2019. But turns out, these were available at $60 for brief periods last year! Verdict: Good deal, but not the best ever. tinyurl.com/w5rqvsy bestbuy.com/site/beats-by-…

If you find this useful, please spread the word. This matters, because price manipulation - intended or otherwise - changes the real meaning of discounts. And this phenomenon is more common than you might imagine! #RealBlackFridayDiscounts

We’ve built a tool to help you sniff out such tactics on Black Friday. Just enter your product link on our #RealBlackFridayDiscounts tool, and we’ll tell you how the offer prices of the product varied in the lead up to sale season. demo.semantics3.com/blackfriday/

We’ve all felt happy landing good discounts during sale season ... but have you ever stopped to analyze how real these discounts were? With Black Friday around the corner, we set out to help consumers like you make better decisions on deals. Here’s how. #RealBlackFridayDiscounts

Proud to sponsor Anthill Inside 2019, a conference on AI and Deep Learning. Sign-up here hsgk.in/2XhI9Ia (exclusive discount for friends of Semantics3)

A big thank you to all sponsors for supporting #Anthill Inside 2019 and contributing to the growth of critical and interdisciplinary thinking and #diversity in the community - @LightspeedIndia @propal_z @Semantics3 @GoogleAI @tact_ai @AmericanExpress and @gojektech

Classification, clustering and reinforcement algorithms used at Semantics3 to automate the crawling of ecommerce websites. This post gets technical, but hopefully, the visuals make it an easy read. semantics3.com/blog/ai-for-au…

On the challenge of product attributes and how we do IAE - Image Attribute Extraction - by our senior data scientist Praveen Sekar semantics3.com/blog/e-commerc…

Blogpost by our co-founder @govind201. Addresses weak supervision and active learning - a couple of key underutilized ideas for when the performance of your ML algorithms plateau, and the marginal utility of further investment in the project drops semantics3.com/blog/weak-supe…