The source forecast that, in 2023, the cost of advertising on digital videos in Argentina will increase by an average of 68 percent. The medium's average inflation rate in Turkey and Taiwan will reach 44 and 14 percent that year, respectively.

This statistic displays the online video advertising average inflation in Germany from 2014 to 2019, as well as a forecast for 2020. Online video advertising prices were projected to increase by 2.9 percent in 2020.

Graph and download economic data for Consumer Price Index for All Urban Consumers: Video and Audio in U.S. City Average (CUUR0000SERA) from Jan 1993 to Feb 2025 about video, urban, consumer, CPI, inflation, price index, indexes, price, and USA.

A survey from June 2022 found that inflation already inspired one in five U.S. consumers to cancel at least one streaming service subscription. A further 37 percent stated that they will have to drop streaming services if inflation continues at the current rate. Only 19 percent of people interviewed said that inflation has no impact on their streaming behavior.

Graph and download economic data for Producer Price Index by Industry: Hobby, Toy, and Game Retailers: Retailing of Hobby and Craft Goods, Toys, and Games (Including Video Games) (PCU45112045112011) from Dec 2013 to Feb 2025 about video, game, hobby, toy, retail, goods, PPI, industry, inflation, price index, indexes, price, and USA.

Global media inflation rates are projected to vary significantly across different mediums in 2024, with online video leading at 4.2 percent and magazines at just 0.1 percent. This reflects the ongoing shift in media consumption patterns and advertising spend. The data highlights the resilience of digital platforms and the challenges faced by traditional print media in an increasingly digital landscape. Digital dominance and traditional media's struggle The disparity in inflation rates across media types underscores the growing divide between digital and traditional platforms. In 2023, online media worldwide experienced an inflation rate of 4.4 percent, more than double that of offline media at 1.7 percent. This trend is expected to continue in 2024, with online video and display maintaining higher inflation rates compared to newspapers and magazines. The shift is further evidenced by global media consumption patterns, with users spending an average of three hours and 48 minutes daily on mobile devices in 2024. Industry leaders and market dynamics The changing media landscape is reflected in the revenue rankings of top media companies. In 2023, tech giants Alphabet Inc. and Meta Platforms Inc. led the pack, followed by traditional media conglomerates like Comcast Corporation and Walt Disney. This hierarchy illustrates the growing influence of digital platforms in the media industry. The United States remains a crucial market for these companies, with American consumers spending an average of over 12 hours daily consuming major media. As the global entertainment and media market continues to expand, and projections suggest it could reach a value of 3.3 trillion U.S. dollars by 2027, driven largely by the continued growth of digital platforms.

Graph and download economic data for Producer Price Index by Industry: Audio and Video Equipment Manufacturing: Other Consumer Audio and Video Equipment (PCU3343103343105) from Mar 1980 to Feb 2025 about video, audio-visual, equipment, consumer, manufacturing, PPI, industry, inflation, price index, indexes, price, and USA.

This is not going to be an article or Op-Ed about Michael Jordan. Since 2009 we've been in the longest bull-market in history, that's 11 years and counting. However a few metrics like the stock market P/E, the call to put ratio and of course the Shiller P/E suggest a great crash is coming in-between the levels of 1929 and the dot.com bubble. Mean reversion historically is inevitable and the Fed's printing money experiment could end in disaster for the stock market in late 2021 or 2022. You can read Jeremy Grantham's Last Dance article here. You are likely well aware of Michael Burry's predicament as well. It's easier for you just to skim through two related videos on this topic of a stock market crash. Michael Burry's Warning see this YouTube. Jeremy Grantham's Warning See this YouTube. Typically when there is a major event in the world, there is a crash and then a bear market and a recovery that takes many many months. In March, 2020 that's not what we saw since the Fed did some astonishing things that means a liquidity sloth and the risk of a major inflation event. The pandemic represented the quickest decline of at least 30% in the history of the benchmark S&P 500, but the recovery was not correlated to anything but Fed intervention. Since the pandemic clearly isn't disappearing and many sectors such as travel, business travel, tourism and supply chain disruptions appear significantly disrupted - the so-called economic recovery isn't so great. And there's this little problem at the heart of global capitalism today, the stock market just keeps going up. Crashes and corrections typically occur frequently in a normal market. But the Fed liquidity and irresponsible printing of money is creating a scenario where normal behavior isn't occurring on the markets. According to data provided by market analytics firm Yardeni Research, the benchmark index has undergone 38 declines of at least 10% since the beginning of 1950. Since March, 2020 we've barely seen a down month. September, 2020 was flat-ish. The S&P 500 has more than doubled since those lows. Look at the angle of the curve: The S&P 500 was 735 at the low in 2009, so in this bull market alone it has gone up 6x in valuation. That's not a normal cycle and it could mean we are due for an epic correction. I have to agree with the analysts who claim that the long, long bull market since 2009 has finally matured into a fully-fledged epic bubble. There is a complacency, buy-the dip frenzy and general meme environment to what BigTech can do in such an environment. The weight of Apple, Amazon, Alphabet, Microsoft, Facebook, Nvidia and Tesla together in the S&P and Nasdaq is approach a ridiculous weighting. When these stocks are seen both as growth, value and companies with unbeatable moats the entire dynamics of the stock market begin to break down. Check out FANG during the pandemic. BigTech is Seen as Bullet-Proof me valuations and a hysterical speculative behavior leads to even higher highs, even as 2020 offered many younger people an on-ramp into investing for the first time. Some analysts at JP Morgan are even saying that until retail investors stop charging into stocks, markets probably don’t have too much to worry about. Hedge funds with payment for order flows can predict exactly how these retail investors are behaving and monetize them. PFOF might even have to be banned by the SEC. The risk-on market theoretically just keeps going up until the Fed raises interest rates, which could be in 2023! For some context, we're more than 1.4 years removed from the bear-market bottom of the coronavirus crash and haven't had even a 5% correction in nine months. This is the most over-priced the market has likely ever been. At the night of the dot-com bubble the S&P 500 was only 1,400. Today it is 4,500, not so many years after. Clearly something is not quite right if you look at history and the P/E ratios. A market pumped with liquidity produces higher earnings with historically low interest rates, it's an environment where dangerous things can occur. In late 1997, as the S&P 500 passed its previous 1929 peak of 21x earnings, that seemed like a lot, but nothing compared to today. For some context, the S&P 500 Shiller P/E closed last week at 38.58, which is nearly a two-decade high. It's also well over double the average Shiller P/E of 16.84, dating back 151 years. So the stock market is likely around 2x over-valued. Try to think rationally about what this means for valuations today and your favorite stock prices, what should they be in historical terms? The S&P 500 is up 31% in the past year. It will likely hit 5,000 before a correction given the amount of added liquidity to the system and the QE the Fed is using that's like a huge abuse of MMT, or Modern Monetary Theory. This has also lent to bubbles in the housing market, crypto and even commodities like Gold with long-term global GDP meeting many headwinds in the years ahead due to a...

This statistic displays the online video advertising average inflation in the United Kingdom (UK) from 2014 to 2019, as well as a forecast for 2020. Online video advertising prices were projected to increase by 3.7 percent in 2020.

Graph and download economic data for Producer Price Index by Commodity for Miscellaneous Products: Reproduction of Video Recording Media (WPU159C01012) from Dec 2010 to Jan 2019 about recording, video, audio-visual, miscellaneous, commodities, PPI, inflation, price index, indexes, price, and USA.

This analysis presents a rigorous exploration of financial data, incorporating a diverse range of statistical features. By providing a robust foundation, it facilitates advanced research and innovative modeling techniques within the field of finance.

[Video] S&P 500: Bull or Bear?

Financial data:

• Historical daily stock prices (open, high, low, close, volume)

• Fundamental data (e.g., market capitalization, price to earnings P/E ratio, dividend yield, earnings per share EPS, price to earnings growth, debt-to-equity ratio, price-to-book ratio, current ratio, free cash flow, projected earnings growth, return on equity, dividend payout ratio, price to sales ratio, credit rating)

• Technical indicators (e.g., moving averages, RSI, MACD, average directional index, aroon oscillator, stochastic oscillator, on-balance volume, accumulation/distribution A/D line, parabolic SAR indicator, bollinger bands indicators, fibonacci, williams percent range, commodity channel index)

Machine learning features:

• Feature engineering based on financial data and technical indicators

• Sentiment analysis data from social media and news articles

• Macroeconomic data (e.g., GDP, unemployment rate, interest rates, consumer spending, building permits, consumer confidence, inflation, producer price index, money supply, home sales, retail sales, bond yields)

Potential Applications:

• Stock price prediction

• Portfolio optimization

• Algorithmic trading

• Market sentiment analysis

• Risk management

Use Cases:

• Researchers investigating the effectiveness of machine learning in stock market prediction

• Analysts developing quantitative trading Buy/Sell strategies

• Individuals interested in building their own stock market prediction models

• Students learning about machine learning and financial applications

Additional Notes:

• The dataset may include different levels of granularity (e.g., daily, hourly)

• Data cleaning and preprocessing are essential before model training

• Regular updates are recommended to maintain the accuracy and relevance of the data

India Consumer Price Index (CPI): Miscellaneous: CD, DVD, Audio or Video Cassette, Etc data was reported at 127.200 2012=100 in Oct 2018. This records a decrease from the previous number of 131.300 2012=100 for Sep 2018. India Consumer Price Index (CPI): Miscellaneous: CD, DVD, Audio or Video Cassette, Etc data is updated monthly, averaging 120.500 2012=100 from Jan 2014 (Median) to Oct 2018, with 58 observations. The data reached an all-time high of 132.900 2012=100 in Jul 2018 and a record low of 107.100 2012=100 in Feb 2014. India Consumer Price Index (CPI): Miscellaneous: CD, DVD, Audio or Video Cassette, Etc data remains active status in CEIC and is reported by Central Statistics Office. The data is categorized under India Premium Database’s Inflation – Table IN.IA017: Consumer Price Index: 2012=100: Miscellaneous.

In 2023, TV was forecast to demonstrate the highest level of advertising inflation at 11.3 percent, while the lowest rate was expected for broadcaster video-on-demand (BVoD) at 0.8 percent. Inflation rate of ecommerce media advertising (digital retail media) was projected to amount to 3.8 percent.

Media (Video) Processing Solutions Market size was valued at USD 16.6 Billion in 2023 and is projected to reach USD 54.85 Billion by 2031, growing at a CAGR of 16.11% during the forecast period 2024-2031.

Global Media (Video) Processing Solutions Market Drivers

The market drivers for the Media (Video) Processing Solutions Market can be influenced by various factors. These may include:

Rapid Growth in Video Content: The demand for sophisticated media processing solutions is being driven by the spread of video content across a variety of platforms, including social media, e-learning platforms, streaming services, and business communications. This covers the technology needed to efficiently distribute high-quality material, such as compression, optimisation, and transcoding of videos.

Growing Need for Live Streaming: Live streaming is becoming more and more popular for events, sports, gaming, and real-time communications. This calls for reliable media processing systems that can manage large numbers of concurrent streams in a high-quality, low-latency manner.

Over-the-Top (OTT) Service Expansion: The demand for media processing systems that can effectively transport content to a variety of devices (smartphones, smart TVs, tablets) and network circumstances (4G/5G, internet, etc.) is being driven by the expansion of over-the-top (OTT) platforms and subscription-based video services.

Developments in Video Compression Technologies: As a result of continuous progress in video compression technologies, such as HEVC and AV1, there is an increasing demand for updated media processing systems that can effectively manage larger bitrates and resolutions while consuming less bandwidth.

Cloud-based Solutions: Content suppliers and broadcasters can benefit from the scalability, flexibility, and affordability of cloud-based media processing solutions. One major factor driving this industry is the uptake of cloud-based transcoding, storage, and distribution systems.

Emphasis on Quality of Experience (QoE): Media processing solutions are essential for maintaining uninterrupted playback, minimal buffering, and adaptive bitrate streaming to maximise QoE on various devices and network configurations as consumer expectations for video quality and viewing experience rise.

Integration of AI and Machine Learning: Content analysis, metadata enrichment, personalised recommendations, and automated content moderation are made possible by the integration of AI and machine learning technologies within media processing solutions, which improves the overall efficacy and efficiency of video workflows.

Global 5G Network Expansion: As 5G networks are deployed globally, there will likely be an increased need for media processing systems that can transmit immersive and ultra-high definition (UHD) content via high-speed, low-latency networks.

Enterprise Video Communications: Reliable media processing solutions are needed for content creation, live streaming, and on-demand playback due to the growing use of video conferencing, webinars, and virtual events in the enterprise sector.

Regulatory Requirements: Investment in media processing solutions that can guarantee compliance while retaining operational efficiency is driven by the need to comply with regulatory standards pertaining to video content distribution, accessibility (e.g., closed captioning), and data protection (e.g., GDPR, CCPA).

The global video marketing services market, currently valued at $711 million in 2025, is projected to experience robust growth, fueled by a compound annual growth rate (CAGR) of 14.5% from 2025 to 2033. This expansion is driven by several key factors. The increasing adoption of video content across diverse sectors like retail, education, and finance reflects a broader shift towards engaging, visually-rich marketing strategies. Businesses are leveraging animation videos for explainer content, documentaries for brand storytelling, and other video formats to improve customer engagement and drive conversions. The rise of social media platforms and their integration with video marketing tools further accelerates market growth. Furthermore, advancements in video production technology, making high-quality video creation more accessible and affordable, contribute to market expansion. The diverse application segments, from retail using product demos to the medical insurance sector employing explainer videos for policy details, indicates a broad-based adoption, contributing to the market's impressive growth trajectory. The market segmentation reveals a significant demand across various application areas. Retail and e-commerce businesses are heavily investing in video marketing, utilizing product demonstrations and engaging advertisements. The educational sector leverages video for online courses and tutorials, while the financial sector employs videos to explain complex products and services. The healthcare sector, particularly medical insurance, is increasingly using video content to communicate complex information clearly and effectively to consumers. The competitive landscape is dynamic, with a mix of established players and emerging companies vying for market share. Companies like Cincopa, Wistia, and SproutVideo provide video hosting and management solutions, while others focus on video production and animation. Regional analysis suggests North America currently holds a substantial market share, followed by Europe and Asia Pacific, reflecting higher levels of digital adoption and marketing budgets in these regions. The continued expansion of internet penetration, coupled with rising disposable incomes globally, will further bolster the growth of the video marketing services market in the coming years.

According to Cognitive Market Research, the global short form video market size will be USD 1628.2 million in 2024. It will expand at a compound annual growth rate (CAGR) of 10.60% from 2024 to 2031.

North America held the major market share for more than 40% of the global revenue with a market size of USD 651.28 million in 2024 and will grow at a compound annual growth rate (CAGR) of 8.8% from 2024 to 2031.
Europe accounted for a market share of over 30% of the global revenue with a market size of USD 488.46 million.
Asia Pacific held a market share of around 23% of the global revenue with a market size of USD 374.49 million in 2024 and will grow at a compound annual growth rate (CAGR) of 12.6% from 2024 to 2031.
Latin America had a market share of more than 5% of the global revenue with a market size of USD 81.41 million in 2024 and will grow at a compound annual growth rate (CAGR) of 10.0% from 2024 to 2031.
Middle East and Africa had a market share of around 2% of the global revenue and was estimated at a market size of USD 32.56 million in 2024 and will grow at a compound annual growth rate (CAGR) of 10.3% from 2024 to 2031.
The social media platforms category is the fastest growing segment of the short form video industry

Market Dynamics of Short Form Video Market

Key Drivers for Short Form Video Market

Technological Advancements in Video Editing Tools to Boost Market Growth

Technological advancements in video editing tools have significantly boosted the short form video market. AI-driven features like automated editing, motion tracking, and real-time effects simplify content creation, allowing users to produce high-quality videos quickly. Cloud-based platforms enable seamless collaboration and accessibility, while mobile apps offer drag-and-drop interfaces and one-tap effects for non-professional users. These innovations empower creators to focus on storytelling, boosting content production speed and quality. As editing tools become more accessible and intuitive, they drive the rapid expansion of short-form video content globally. For instance, in December 2020, Google LLC invested in two Indian short-video platforms, Roposo, owned by Glance, and Josh, owned by Dailyhunt. With this investment, Google LLC seeks to improve its AI expertise across Josh and Roposo, expand its technology staff, and provide services on the platforms.

Growth of Social Media Platforms to Drive Market Growth

The growth of social media platforms has fueled the rapid expansion of the short form video market. Platforms like TikTok, Instagram Reels, and YouTube Shorts have made brief, engaging videos a popular content format, appealing to users' limited attention spans. This surge is driven by high smartphone penetration, faster internet, and users' preference for bite-sized, easily consumable content. The market benefits from strong engagement, viral trends, and creator-driven content. As social media platforms continue to innovate, short form videos are becoming essential for both personal expression and digital marketing.

Restraint Factor for the Short Form Video Market

Legal Challenges Related to the Use of Copyrighted Material will Limit Market Growth

In the short form video market, legal challenges surrounding the use of copyrighted material pose significant hurdles. Creators often use music, video clips, and images without proper licensing, leading to copyright infringement claims. Platforms like TikTok and Instagram Reels face constant pressure to enforce stringent copyright laws, which can result in content takedowns, restricted usage, or demonetization. This impacts both creators and platforms, as balancing creativity with legal compliance becomes crucial. To navigate this, some platforms have secured music licensing deals, but challenges persist with other types of copyrighted content.

Impact of Covid-19 on the Short Form Video Market

The COVID-19 pandemic significantly boosted the short form video market as lockdowns and social distancing increased screen time. Platforms like TikTok, Instagram Reels, and YouTube Shorts saw massive user growth due to demand for entertainment, social interaction, and easy-to-consume content. Brands shifted marketing strategies to short-form videos for better engagement with homebound audiences. However, increased content creation also led to saturation, making it harder for creators to stand out. Additionally, advertising budgets...

This video and accompanying lesson plan demonstrate a simple experiment to calculate the coefficient of thermal expansion of tap water. The activity is designed for a high school science class, but can also be done with younger (middle school) or older (lower division university) learners. The experiment uses common household implements, and requires basic algebraic manipulation to complete the calculations. Coefficients of thermal expansion vary as a function of pressure, temperature, and composition. Once learners have calculated the coefficient of thermal expansion for their experiment they can use tabulated coefficients to make predictions about real-world scenarios, such as the effect of increased ocean temperature on global sea level.

The video is also located on Youtube: https://youtu.be/7q2SGL_qmbg With accompanying resources at PRI: https://www.priweb.org/science-education-programs-and-resources/teach-climate-science

Russia Consumer Price Index (CPI): Prev Dec=100: Communication Services: Wireless: Subscription to Online Video Services data was reported at 106.400 Prev Dec=100 in Dec 2024. This records an increase from the previous number of 106.370 Prev Dec=100 for Nov 2024. Russia Consumer Price Index (CPI): Prev Dec=100: Communication Services: Wireless: Subscription to Online Video Services data is updated monthly, averaging 101.855 Prev Dec=100 from Jan 2021 (Median) to Dec 2024, with 48 observations. The data reached an all-time high of 106.400 Prev Dec=100 in Dec 2024 and a record low of 99.990 Prev Dec=100 in Feb 2021. Russia Consumer Price Index (CPI): Prev Dec=100: Communication Services: Wireless: Subscription to Online Video Services data remains active status in CEIC and is reported by Federal State Statistics Service. The data is categorized under Russia Premium Database’s Inflation – Table RU.IA020: Consumer Price Index: Previous December=100: Services.

The short video software market is experiencing explosive growth, driven by the increasing popularity of short-form video content across social media platforms and the rise of mobile-first consumption. The market, estimated at $50 billion in 2025, is projected to experience a robust Compound Annual Growth Rate (CAGR) of 25% from 2025 to 2033, reaching approximately $250 billion by 2033. This expansion is fueled by several key factors. Firstly, the proliferation of smartphones with advanced camera capabilities and readily available high-speed internet access has significantly lowered the barrier to entry for both content creators and consumers. Secondly, the increasing demand for engaging, easily consumable content has led to the widespread adoption of short-form video platforms by diverse demographics. Finally, the continuous innovation in video editing software, including AI-powered features and user-friendly interfaces, is making video creation more accessible and efficient. However, the market isn't without challenges. Intense competition among established players like Facebook (Instagram), Snapchat, ByteDance (TikTok), and Tencent (Weishi), alongside a multitude of emerging players, creates a highly dynamic and competitive landscape. Furthermore, concerns around data privacy and content moderation remain significant hurdles. Market segmentation reveals a strong demand in both personal and commercial applications, with cloud-based solutions gaining traction over local installations due to scalability and accessibility. Geographically, North America and Asia Pacific are currently leading the market, with China and the United States showing particularly strong growth. The continued expansion into emerging markets and advancements in augmented reality (AR) and virtual reality (VR) integration within short video software are expected to further drive market expansion in the coming years.

Retail Price Index: Chongqing: Household Appliance, Music & Video Equipment data was reported at 100.500 Prev Year=100 in 2022. This records a decrease from the previous number of 103.200 Prev Year=100 for 2021. Retail Price Index: Chongqing: Household Appliance, Music & Video Equipment data is updated yearly, averaging 96.100 Prev Year=100 from Dec 1997 (Median) to 2022, with 26 observations. The data reached an all-time high of 103.200 Prev Year=100 in 2021 and a record low of 88.400 Prev Year=100 in 2010. Retail Price Index: Chongqing: Household Appliance, Music & Video Equipment data remains active status in CEIC and is reported by National Bureau of Statistics. The data is categorized under China Premium Database’s Inflation – Table CN.IB: Retail Price Index: Chongqing.