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Intsurfing vertical infographic titled ETL, How Data Moves from Raw to Ready, showing big data adoption figures, a definition of extract, transform and load, the three ETL steps with cleaning, deduplication, conversion and enrichment, data sources, four types of ETL processes, business impact figures, 17 ETL tool logos and a five-step staircase for implementing ETL

Technology

What Is ETL? Extract, Transform and Load Explained

By Intsurfing

The graphic also covers four types of ETL, claimed business results, 17 tools and five steps to implement it.

Hand drawn neon mind map on black titled Computer Science BASICS, with branches for computers, problem solving, programming, data, communication and the bigger picture, covering hardware, memory, logic gates, algorithms, data types, number systems, encryption, networks, security, ethics and emerging trends such as quantum computing and AI

Technology

Computer Science Basics Mind Map, Every Topic in Text

This hand drawn mind map sets out computer science basics in six branches: computers, problem solving, programming, data, communication and the bigger picture.

Our World in Data scatter chart on a log scale showing training computation of notable AI systems from 1950 to 2025, from Theseus and Perceptron Mark 1 to AlexNet, AlphaGo Zero, GPT-4 and Gemini 1.0 Ultra, with trend lines doubling every 21 months before 2010 and every 6 months after

Technology

AI Training Compute Growth Chart, 1950 to 2025

By Charlie Giattino, Our World in Data

Training compute doubled about every 21 months until 2010 and about every 6 months since, rising from Theseus in 1950 to GPT-4 and Gemini 1.0 Ultra in 2023.

Econovis streamgraph titled U.S. Big Tech Stocks Surge showing market capitalisation of Apple, Nvidia, Microsoft, Alphabet, Amazon, Meta and Tesla from 2000 to 2024, with 2018 values and end values totalling 17.6 trillion dollars

Finance and Economy

US Tech Stocks Growth, the Magnificent Seven From 2000 to 2024

By Ehsan Soltani, Econovis

Their combined market value rose from $1.1 trillion in 2012 to $17.6 trillion at the end of 2024, a 26% annual rate.

Levels.fyi bar chart titled 2024 End of Year Median Total Compensation for SWE Top Paying Companies, with seven companies at each of five standard levels from Entry Level Engineer (LinkedIn 231k to Jane Street 350k) through Software, Senior and Staff Engineer to Principal Engineer (Google 728k to Facebook 1.45M)

Jobs and Careers

Software Engineer Levels and Pay at Top Companies, 2024

By Levels.fyi

Median total compensation ranges from $231k at entry level to $1.45M for a principal engineer at Facebook.

Visual Capitalist Voronoi chart Global Semiconductor Companies by Market Cap as of 30 December 2024, with cells for NVIDIA $3.4T, Broadcom $1.1T, TSMC $1.0T, ASML, Samsung, AMD, Qualcomm, Texas Instruments, Arm, Intel and others grouped by country

Technology

Largest Semiconductor Companies by Market Cap, December 2024

By Visual Capitalist (Voronoi)

NVIDIA led at $3.4 trillion, followed by Broadcom at $1.1 trillion and TSMC at $1.0 trillion, then ASML and Samsung.

Chart 128 Years of Moore's Law plotting calculations per second per constant dollar on a log scale from 1900 to 2025, with labelled machines from the Analytical Engine and ENIAC to the IBM PC, NVIDIA GPUs, Google TPUs, Tesla Dojo and Mythic analog chips across mechanical, relay, vacuum tube, transistor and integrated circuit eras

Technology

Moore’s Law Graph, 128 Years of Computing Power per Dollar

By Steve Jurvetson, Future Ventures

This Moore's law graph by Steve Jurvetson of Future Ventures, building on Ray Kurzweil's work, plots calculations per second per constant dollar from 1900…

Visual Capitalist bar chart titled What Types of Apps Do People Pay For?, ranking 15 app categories by consumer spending in 2023 from digital entertainment $8.2B, dating $5.7B and short videos $4.3B to fitness $0.8B, with two example app icons per category and a hand holding a phone spilling dollar signs

Technology

App Consumer Spending 2023, the 15 Types of Apps People Pay For

By Pallavi Rao, Visual Capitalist

Digital entertainment apps such as Netflix and Disney+ took $8.2 billion, ahead of dating apps at $5.7 billion and short video apps at $4.3 billion.

StatPecker vertical timeline titled Global Electric Vehicle Revolution, A World in Transition, with coloured year tags from 2012 to 2023 for Norway, the Netherlands, South Korea, Germany, the United States and India, ending with 2023 EV market shares for Norway, China, Sweden, Germany and the UK

Transport

Electric Vehicle History Timeline 2012 to 2023 by Country

By StatPecker

This StatPecker graphic is an electric vehicle history timeline for 2012 to 2023, with one milestone a year: Norway in 2012, the Netherlands in 2015, South…

Econovis streamgraph Crypto Market Cap Surges to $3.68 Trillion on Dec 8, 2024, showing Bitcoin, Ethereum, stablecoin and other coin market capitalisation from 2013 to 2024, with yearly averages for 2016, 2019 and 2022 and end values of 1,980, 481, 194 and 1,020 billion dollars

Finance and Economy

Crypto Market Cap Growth From 2013 to 2024, by Segment

By Ehsan Soltani, Econovis

Bitcoin accounted for $1,980 billion, about 54%, followed by other coins at $1,020 billion, Ethereum at $481 billion and stablecoins at $194 billion.

CyberMaterial infographic titled Advanced Cybersecurity Threats, SOC Guide, listing ten numbered threats on a navy background: DLL injection, heap spraying, privilege escalation, side-channel attacks, fileless malware, DNS exfiltration, C2 channels, kernel exploits, pass-the-hash and homograph attacks

Technology

Cybersecurity Threats Infographic, 10 Advanced Attack Techniques

By CyberMaterial

This cybersecurity threats infographic from CyberMaterial is a SOC guide to ten advanced attack techniques: DLL injection, heap spraying, privilege…

Econovis line chart titled U.S. Tech Software Job Growth vs. Tech Hardware Decline, showing US employment in thousands from 1990 to August 2024, with the red software line rising to about 4,100 and the blue hardware line falling to about 640, and markers for the Dot-Com Bubble, Financial Crisis and COVID-19 Pandemic

Jobs and Careers

Hardware vs Software Jobs in US Tech, 1990 to 2024

By Ehsan Soltani, Econovis

Software jobs grew from about 0.9 million to about 4.1 million, while hardware jobs fell from about 1.2 million to about 0.64 million and have been flat…

Global X by Mirae Asset infographic titled Which Countries Have the Most Data Centers?, a 3D world map ranking the top 10 countries from the U.S. (5,388) to Germany (522), UK (517), China (449) and Japan (219), with a hyperscale cloud revenue forecast bar chart from $91B in 2020 to $587B in 2026

Technology

Number of Data Centers by Country, the Top 10 Ranked

By Visual Capitalist for Global X ETFs

The United States leads with 5,388, more than the next nine countries combined, followed by Germany with 522, the UK with 517 and China with 449.

Visual Capitalist Pac-Man style chart titled Companies Acquiring the Most Startups, acquisitions made between 2000 and H1 2024, ranking Alphabet 222, Microsoft 140, Cisco 134, Accenture 119 and Apple 102 down to Roche and Samsung 32 with bars coloured by country and circles sized by total deal value, led by Salesforce at $61.5B

Business

Startup Acquisitions, the 15 Companies That Bought the Most

By Visual Capitalist

Alphabet leads with 222 deals worth $16.6 billion, ahead of Microsoft with 140 and Cisco with 134, while Salesforce spent the most at $61.5 billion.

Treemap titled Which countries does China export smartphones to, coloured by continent, with the United States at 28%, Hong Kong at 22.8%, Japan at 6.02% and the Netherlands at 4.83% among the largest tiles, total 137 billion dollars in 2023, source OEC

Finance and Economy

China Export Ranking 2023 for Smartphones, Top Destinations

By RobinWheeliams on Reddit

The United States took 28% and Hong Kong 22.8%, together just over half.

Genuine Impact timeline infographic titled A brief history of Artificial Intelligence, showing milestones from 1943 to 2023 along a winding road

Technology

History of Artificial Intelligence Timeline, 1943 to 2023

By Genuine Impact

This history of artificial intelligence timeline by Genuine Impact runs from a 1943 paper on artificial neurons to a 2023 lawsuit over AI image generators,…

Sankey diagram titled How Apple made money in Q1 2024 plus iPhone cost breakdown by Lirim Zenuni, showing iPhone revenue of 69.7 split into iPhone COGS of 42.2 (components such as the A17 Bionic chip 9.5, display 7.3 and telephoto camera 5.1, plus assembly and logistics) and iPhone profit of 27.5, with iPad, Mac, Wearables and Services flowing through gross profit 54.9 and operating profit 40.4 to net profit 33.9 billion dollars

Business

iPhone Cost Breakdown and Apple Income, Q1 2024

By Lirim Zenuni

Of $69.7 billion in iPhone revenue, an estimated $42.2 billion went on cost of goods, led by the A17 Bionic chip at $9.5 billion.

Chart titled Console Game Prices, Inflation Adjusted (2024 USD), plotting game launch prices for consoles from the NES in 1985 at $146 to the PS5 and Xbox Series X/S in 2020 at $85, coloured by maker, with a downward trend line and a dashed $70 in 2024 reference line

Entertainment

Video Game Price Chart, Game Prices Adjusted for Inflation

NES games were the most expensive at $146 in today's money, and every console sits above the $70 price of a new game in 2024.

WasteCap Nebraska poster titled Waste Not, Electronic Waste and Our Environment, with a ring of element tiles showing pounds per ton of copper, tin, iron, nickel, zinc, silver, gold, palladium and platinum in circuit boards, toxin tiles for lead, mercury and cadmium, US e-waste statistics from 2010, and lists of why to recycle and alternatives to throwing away

Environment and Energy

Electronic Waste Recycling Infographic, Facts Checked

By WasteCap Nebraska

This electronic waste recycling infographic by WasteCap Nebraska sets out US e-waste facts from around 2010, the metals in circuit boards, the toxins in old…

Scatter chart titled North American Video game consoles release price adjusted for inflation (USD), updated 2024, plotting 43 consoles and handhelds by release year from 1972 to 2020 against adjusted price from $0 to $1,600, coloured by maker, with the Neo Geo and 3DO highest

Entertainment

Console Prices Adjusted for Inflation, 43 Launch Prices Charted

The Neo Geo and 3DO are the most expensive, at about $1,500 or more in adjusted terms, while most consoles since 2000 sit between about $350 and $775.

Technology

Humanoid Robots 2024, 12 Notable Robots Compared by Size

By MERPHI

MERPHI's poster of notable humanoid robots 2024 compares 12 machines against a 1.8 m human, from Boston Dynamics' electric Atlas and Tesla's Optimus Gen2 to…

Visual Capitalist horizontal bar chart titled Public Sentiment Towards Artificial Intelligence, ranking 28 countries by the share agreeing AI products have more benefits than drawbacks, from China at the top to France at the bottom, with bars coloured by GDP per capita

Technology

AI Sentiment by Country, Ipsos Survey of 28 Nations

By Marcus Lu, Visual Capitalist

China (78%), Saudi Arabia (76%) and India (71%) agree most, while France (31%), Canada (32%) and the Netherlands (33%) agree least.

Cutaway diagram of the Apollo A7L space suit on the lunar surface by John Lawson, labelling the backpack emergency oxygen reserve, radio, lithium hydroxide filter, cooling water tank, water pump and primary oxygen tank, with a sleeve cut open to show the layers

Science

Apollo Space Suit Diagram, the A7L and Its Backpack

By John Lawson

It labels six life support components, from the emergency oxygen reserve to the primary oxygen tank, and says the suit weighed about 81 kilograms.

Three donut charts titled USA leads the world in semiconductor chip design but lags behind in fabrication and assembly, showing 2021 market share by value: design US 61%, Taiwan 9%, China 9%, others 21%; fabrication US 27%, Taiwan 47%, China 12%, others 14%; assembly, testing and packaging US 28%, Taiwan 29%, China 14%, others 29%

Technology

Semiconductor Production by Country and Stage in 2021

By Trendline

In 2021 the United States held 61% of chip design by value, Taiwan held 47% of fabrication against 27% for the US and 12% for China, and assembly, testing…

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