Technology

Why Big Data Keeps Getting Bigger

Published

4 years ago

July 16, 2019

Jeff Desjardins

Why Big Data Keeps Getting Bigger

The sun never sets on the creation of new data.

Yes, the rate of generation may slow down at night as people send fewer emails and watch fewer videos. But for every person hitting the hay, there is another person on the opposite side of the world that is turning their smartphone on for the day.

As a result, the scale of data being generated—even when we look at it through a limited lens of one minute at a time—is quite mind-boggling to behold.

The Data Explosion, by Source

Today’s infographic comes to us from Domo, and it shows the amount of new data generated each minute through several different platforms and technologies.

Let’s start by looking at what happens every minute from a broad perspective:

Americans use 4,416,720 GB of internet data
There are 188,000,000 emails sent
There are 18,100,000 texts sent
There are 390,030 apps downloaded

Now lets look at platform-specific data on a per minute basis:

Giphy serves up 4,800,000 gifs
Netflix users stream 694,444 hours of video
Instagram users post 277,777 stories
Youtube users watch 4,500,000 videos
Twitter users send 511,200 tweets
Skype users make 231,840 calls
Airbnb books 1,389 reservations
Uber users take 9,772 rides
Tinder users swipe 1,400,000 times
Google conducts 4,497,420 searches
Twitch users view 1,000,000 videos

Imagine being given the task to build a server infrastructure capable of handling any of the above items. It’s a level of scale that’s hard to comprehend.

Also, imagine how difficult it is to make sense of this swath of data. How does one even process insights from the many billions of Youtube videos watched per day?

Why Big Data is Going to Get Even Bigger

The above statistics are already mind-bending, but consider that the global total of internet users is still growing at roughly a 9% clip. This means the current rate of data creation is still just scratching the surface of its ultimate potential.

In fact, as We Are Social’s recent report on internet usage reveals, a staggering 367 million new internet users were added in between January 2018 and January 2019:

Internet user growth

Global internet penetration sits at 57% in 2019, meaning that billions of more people are going to be using the above same services—including many others that don’t even exist yet.

Combine this with more time spent on the internet per user and technologies like 5G, and we are only at the beginning of the big data era.

Markets

Ranked: America’s Largest Semiconductor Companies

This graphic visualizes the market capitalizations of America’s 15 largest semiconductor companies.

Published

4 days ago

June 5, 2023

Marcus Lu

Ranking America’s Largest Semiconductor Companies

As our world moves further into an era of widespread digitization, few industries can be considered as important as semiconductors.

These components are found in almost everything we use on a daily basis, and the ability to produce them domestically has become a topic of national security. For example, in 2022 the Biden administration announced the CHIPS and Science Act, which aims to strengthen America’s position in everything from clean energy to artificial intelligence.

With this in mind, we’ve ranked the top 15 U.S. semiconductor companies by their market capitalizations.

Data and Highlights

The data we used to create this infographic is listed in the table below. Year-to-date (YTD) returns were included for additional context. Both metrics are as of May 30, 2023.

Rank	Company	Ticker	Market Cap (USD billions)	YTD Return
1	Nvidia	NVDA	$992	180.2%
2	Broadcom	AVGO	$335	45.1%
3	AMD	AMD	$202	95.7%
4	Texas Instruments	TXN	$160	8.2%
5	Qualcomm	QCOM	$129	8.2%
6	Intel	INTC	$125	12.2%
7	Applied Materials	AMAT	$115	41.2%
8	Analog Devices	ADI	$89	9.2%
9	Lam Research	LRCX	$85	52.1%
10	Micron Technology	MU	$78	42.3%
11	Snyopsys	SNPS	$71	45.4%
12	KLA	KLAC	$63	21.8%
13	Marvell Technology Group	MRVL	$54	76.2%
14	Microchip Technology	MCHP	$42	11.2%
15	ON Semiconductor	ON	$36	36.3%

At the top is Nvidia, which became America’s newest $1 trillion company on Tuesday, May 30th. Shares pulled back slightly over the day and Nvidia closed at $992 billion. Over the past decade, Nvidia has transformed from a gaming-focused graphics card producer to a global leader in AI and data center chips.

In third and sixth place are two of America’s most well known chipmakers, AMD and Intel. These longtime rivals are moving in opposite trajectories, with AMD shares climbing 770% over the past five years, and Intel shares falling 47%. One reason for this is the data center segment, in which AMD appears to be stealing market share from Intel.

Further down the list we see Applied Materials in seventh, and Lam Research in ninth. Both firms specialize in semiconductor manufacturing equipment and thus play an important role in the industry’s supply chain.

Trade War Impacts

As tensions between the U.S. and China escalate, chipmakers are becoming increasingly entangled in geopolitical conflict.

In October 2022, the Biden administration introduced new export controls aimed at blocking China’s access to semiconductors produced with U.S. equipment. This impacted several companies in our top 15 list, including Lam Research and Applied Materials.

Shortly after the export controls were announced, Lam Research said it expected to lose upwards of $2.5 billion in annual revenues.

We lost some very profitable customers in the China region, and that’s going to persist, obviously.
– Doug Bettinger, CFO, Lam Research

In response, China announced in May 2023 that it would no longer allow America’s largest memory chipmaker, Micron, to sell its products to “critical national infrastructure operators”.

This is not the first time Micron has been involved in a controversy with China. In 2018, the firm alleged that Fujian Jinhua Integrated Circuit, a Chinese state-owned company, had solicited a Micron employee to steal specifications for memory chips. The U.S. Department of Commerce imposed export restrictions on Fujian Jinhua as a result.

Chipmakers on both sides of the Pacific will be closely watching as competition between these two countries heats up.