Ethereum's price history suggests that that crypto was worth more in 2025 than during late 2021, although nowhere near the highest price recorded. Much like Bitcoin (BTC), the price of ETH went up in 2021 but for different reasons altogether: Ethereum, for instance, hit the news when a digital art piece was sold as the world's most expensive NFT for over 38,000 ETH - or 69.3 million U.S. dollars. Unlike Bitcoin, of which the price growth was fueled by the IPO of the U.S.'s biggest crypto trader, Coinbase, the rally on Ethereum came from technological developments that caused much excitement among traders. First, the so-called 'Berlin update' rolled out on the Ethereum network in April 2021, an update that would eventually lead to the Ethereum Merge in 2022 and reduced ETH gas prices - or reduced transaction fees. The collapse of FTX in late 2022, however, changed much for the cryptocurrency. As of July 22, 2025, Ethereum was worth 3,765.45 U.S. dollars - significantly less than the 4,400 U.S. dollars by the end of 2021.Ethereum's future and the DeFi industryPrice developments on Ethereum are difficult to predict but cannot be seen without the world of DeFi, or decentralized finance. This industry used technology to remove intermediaries between parties in a financial transaction. One example includes crypto wallets such as Coinbase Wallet that grew in popularity recently, with other examples including smart contractor Uniswap, Maker (responsible for stablecoin DAI), moneylender Dharma and market protocol Compound. Ethereum's future developments are tied with this industry: Unlike Bitcoin and Ripple, Ethereum is technically not a currency but an open-source software platform for blockchain applications, with Ether being the cryptocurrency that is used inside the Ethereum network. Essentially, Ethereum facilitates DeFi, meaning that if DeFi does well, so does Ethereum.NFTs: the most well-known application of EthereumNFTs or non-fungible tokens, grew nearly tenfold between 2018 and 2020, as can be seen in the market cap of NFTs worldwide. These digital blockchain assets can essentially function as a unique code connected to a digital file, allowing to distinguish the original file from any potential copies. This application is especially prominent in crypto art, although there are other applications: gaming, sports, and collectibles are other segments where NFT sales occur.

In April 2021, the Ethereum market cap reached new heights and grew to over *** billion U.S. dollars - the first time this cryptocurrency achieved that feat. The market capitalization in August 2020 was half this amount. Market capitalization is calculated by multiplying the total number of Ethereum in circulation by the Ethereum price. Compared to the Bitcoin market capitalization, however, Ethereum was not yet as popular.

The dominance of Ethereum (ETH) increased over the course of 2021 - after an initial decline - but was not as high as it was back in 2017. Within the crypto world, this so-called "dominance" ratio is one of the oldest and most investigated metrices available. It measures the coin's market cap relative to the overall crypto market - for instance, it shows how strong Bitcoin is compared to all the other cryptocurrencies that are not BTC, called "altcoins". In the case of Ethereum, the dominance somewhat reveals how often it is used for smart contracts and whether it is a popular blockchain for Decentralized Finance (DeFi) applications.

Context

Real and up to date stock market exchange of cryptocurrencies can be quite expensive and are hard to get. However, historical financial data are the starting point to develop algorithm(s) to analyze market trend and why not beat the market by predicting market movement.

Content

Data provided in this dataset are historical data from the beginning of ETH-USD pair market on Kraken exchange up to the present (2021 December). This data comes frome real trades on one of the most popular cryptocurrencies exchange.

Trading history

Historical market data, also known as trading history, time and sales or tick data, provides a detailed record of every trade that happens on Kraken exchange, and includes the following information: - Timestamp - The exact date and time of each trade. - Price - The price at which each trade occurred. - Volume - The amount of volume that was traded.

OHLCVT

In addition, OHLCVT data are provided for the most common period interval: 1 min, 5 min, 15 min, 1 hour, 12 hours and 1 day. OHLCVT stands for Open, High, Low, Close, Volume and Trades and represents the following trading information for each time period: - Open - The first traded price - High - The highest traded price - Low - The lowest traded price - Close - The final traded price - Volume - The total volume traded by all trades - Trades - The number of individual trades

Don't hesitate to tell me if you need other period interval 😉 ...

Update

This dataset will be updated every quarter to add new and up to date market trend. Let me know if you need an update more frequently.

Inspiration

Can you beat the market? Let see what you can do with these data!

Context

Bitcoin and other cryptocurrencies have captured the imagination of technologists, financiers, and economists. Digital currencies are only one application of the underlying blockchain technology. Like its predecessor, Bitcoin, the Ethereum blockchain can be described as an immutable distributed ledger. However, creator Vitalik Buterin also extended the set of capabilities by including a virtual machine that can execute arbitrary code stored on the blockchain as smart contracts.

Both Bitcoin and Ethereum are essentially OLTP databases, and provide little in the way of OLAP (analytics) functionality. However the Ethereum dataset is notably distinct from the Bitcoin dataset:

• The Ethereum blockchain has as its primary unit of value Ether, while the Bitcoin blockchain has Bitcoin. However, the majority of value transfer on the Ethereum blockchain is composed of so-called tokens. Tokens are created and managed by smart contracts.

• Ether value transfers are precise and direct, resembling accounting ledger debits and credits. This is in contrast to the Bitcoin value transfer mechanism, for which it can be difficult to determine the balance of a given wallet address.

• Addresses can be not only wallets that hold balances, but can also contain smart contract bytecode that allows the programmatic creation of agreements and automatic triggering of their execution. An aggregate of coordinated smart contracts could be used to build a decentralized autonomous organization.

Content

The Ethereum blockchain data are now available for exploration with BigQuery. All historical data are in the ethereum_blockchain dataset, which updates daily.

Our hope is that by making the data on public blockchain systems more readily available it promotes technological innovation and increases societal benefits.

Querying BigQuery tables

You can use the BigQuery Python client library to query tables in this dataset in Kernels. Note that methods available in Kernels are limited to querying data. Tables are at bigquery-public-data.crypto_ethereum.[TABLENAME]. Fork this kernel to get started.

Acknowledgements

Cover photo by Thought Catalog on Unsplash

Inspiration

• What are the most popularly exchanged digital tokens, represented by ERC-721 and ERC-20 smart contracts?
• Compare transaction volume and transaction networks over time
• Compare transaction volume to historical prices by joining with other available data sources like Bitcoin Historical Data

By March 2022, over *** million Ethereum tokens were issued and in active circulation - but it is expected new coins will not arrive at a fast pace. Although the cryptocurrency has an unlimited supply - unlike Bitcoin, of which there can only be ** million tokens and not a single more - the Ethereum blockchain received an update in August 2021, EIP-1559, that both increased the block size needed to create new coins and destroyed (“burned”) any transactions fees, rather than send them to the original miners. This led to a decline in issuance, as mining Ethereum essentially was made less profitable. Issuance is expected to decline further when Ethereum *** arrives.

Ethereum: a counter to inflation?

In a time when inflation rates became a big talking point, Ethereum received much social media attention in late 2021 for possibly being deflationary. This argument stems from August 2021, or “London Hard Fork”, upgrade in August 2021: Each transaction on the Ethereum network would entirely remove a portion of Ethereum from the total supply in circulation. On days of high transaction activity of Ethereum, for example, after a change in the price of Ethereum, this can effectively mean more coins are being destroyed than there are being created.

Ethereum supply to change after the upgrade to ***?

Experts state burning on a scale that the supply of Ethereum declines only happens on occasion, stating it acts more as a temporary slowdown of growth rather than an active attempt to continuously shrink supply. This could change, however, when Ethereum *** arrives – or when Ethereum switches from Proof-of-Work (PoW) to Proof-of-Stake (PoS). The general assumption for this is that staking rewards are generally lower than rewards for Proof-of-Work (mining), lowering the incentive for the creation of new coins. If usage – which some measure via the Ethereum gas price, or transaction fee per transaction – remains unchanged otherwise, this would lower the threshold for Ethereum to become deflationary.

Market Segmentations: Application: Transaction

Cryptocurrencies used for online and retail payments

Application: Investment

Cryptocurrencies held as speculative assets or for long-term investments

Application: Others

Blockchain applications in supply chain management, healthcare, and other areas

Type: Bitcoin

The largest and most dominant cryptocurrency in terms of market capitalization

Type: Ethereum

A blockchain platform enabling decentralized applications (dApps) development

Type: Ripple (XRP)

A cryptocurrency designed for cross-border payments and remittances

Type: Litecoin

A faster and more scalable alternative to Bitcoin

Type: Dashcoin

A privacy-oriented cryptocurrency

Type: Others

A wide range of other cryptocurrencies with varying use cases and functionalities

Cryptocurrency and Blockchain Regional Insights

North America: Advanced cryptocurrency and blockchain infrastructure, favorable regulatory environment Europe: Growing adoption of blockchain solutions, particularly in financial services Asia-Pacific: High concentration of cryptocurrency mining and trading, developing regulatory frameworks Latin America: Emerging adoption of cryptocurrencies for remittances and financial inclusion Middle East and Africa: Limited cryptocurrency adoption, evolving regulatory environments

Cryptocurrency and Blockchain Trends

Decentralized Finance (DeFi): Emerging financial services on blockchain platforms Non-Fungible Tokens (NFTs): Unique digital assets representing ownership or access Metaverse: Immersive virtual worlds powered by blockchain technology Quantum Computing: Potential to disrupt cryptocurrency mining and blockchain security

Driving Forces: What's Propelling the Cryptocurrency and Blockchain Industry

Technological advancements enabling secure and efficient transactions Growing demand for decentralized financial solutions Regulatory clarity and acceptance in key markets Increasing awareness and adoption among institutional investors

Challenges and Restraints in Cryptocurrency and Blockchain

Cybersecurity vulnerabilities and hacking threats Scalability limitations of certain blockchains Regulatory uncertainties and inconsistent enforcement Environmental concerns over cryptocurrency mining

Emerging Trends in Cryptocurrency and Blockchain

Interoperability and Cross-Chain Transactions: Innovations enabling seamless exchange of assets and data between blockchains Digital Identity Management: Blockchain solutions for secure and verifiable digital identities Central Bank Digital Currencies: State-backed cryptocurrencies potentially disrupting traditional payment systems

Growth Catalysts in Cryptocurrency and Blockchain Industry

Increasing investment in blockchain startups and R&D Growing demand for blockchain solutions from enterprises Government initiatives to support digital transformation and innovation Potential for wider adoption of cryptocurrencies as a payment and investment vehicle

Leading Players in the Cryptocurrency and Blockchain Industry

Intel Corporation Microsoft Corporation NVIDIA Corporation BitFury Group Limited Alphapoint Corporation Advanced Micro Devices Xilinx BitGo Ripple BTL Group Ltd.

Significant Developments in Cryptocurrency and Blockchain Sector

Bitcoin breaking new all-time highs in value Launch of Ethereum 2.0 upgrade, improving scalability and reducing transaction costs Growing adoption of blockchain solutions in healthcare, supply chain management, and finance Regulatory bodies around the world establishing frameworks for cryptocurrency and blockchain businesses

Context

Real and up to date stock market exchange of cryptocurrencies can be quite expensive and are hard to get. However, historical financial data are the starting point to develop algorithm(s) to analyze market trend and why not beat the market by predicting market movement.

Content

Data provided in this dataset are historical data from the beginning of ETH-EUR pair market on Kraken exchange up to the present (2021 December). This data comes frome real trades on one of the most popular cryptocurrencies exchange.

Trading history

Historical market data, also known as trading history, time and sales or tick data, provides a detailed record of every trade that happens on Kraken exchange, and includes the following information: - Timestamp - The exact date and time of each trade. - Price - The price at which each trade occurred. - Volume - The amount of volume that was traded.

OHLCVT

In addition, OHLCVT data are provided for the most common period interval: 1 min, 5 min, 15 min, 1 hour, 12 hours and 1 day. OHLCVT stands for Open, High, Low, Close, Volume and Trades and represents the following trading information for each time period: - Open - The first traded price - High - The highest traded price - Low - The lowest traded price - Close - The final traded price - Volume - The total volume traded by all trades - Trades - The number of individual trades

Don't hesitate to tell me if you need other period interval 😉 ...

Update

This dataset will be updated every quarter to add new and up to date market trend. Let me know if you need an update more frequently.

Inspiration

Can you beat the market? Let see what you can do with these data!

Liquid Staked ETH Ang pagsubaybay sa kasaysayan ng presyo ay nagbibigay-daan sa mga crypto investor na madaling masubaybayan ang performance ng kanilang pamumuhunan. Maginhawa mong masusubaybayan ang opening value, high, at close sa Liquid Staked ETH sa paglipas ng panahon, pati na rin ang trade volume. Bukod pa rito, maaari mong agad na tingnan ang pang-araw-araw na pagbabago bilang isang porsyento, na ginagawang effortless na tukuyin ang mga araw na may significant fluctuations. Ayon sa aming data ng history ng presyo ng Liquid Staked ETH, tumaas ang halaga nito sa hindi pa naganap na peak sa 2024-03-11, na lumampas sa $4,281.4 USD. Sa kabilang banda, ang pinakamababang punto sa trajectory ng presyo ni Liquid Staked ETH, na karaniwang tinutukoy bilang "Liquid Staked ETH all-time low", ay naganap noong 2023-03-10. Kung ang isa ay bumili ng Liquid Staked ETH sa panahong iyon, kasalukuyan silang masisiyahan sa isang kahanga-hangang kita na 103%. Sa pamamagitan ng disenyo, ang 268,559.87 Liquid Staked ETH ay malilikha. Sa ngayon, ang circulating supply ng Liquid Staked ETH ay tinatayang 268,559.88. Ang lahat ng mga presyong nakalista sa pahinang ito ay nakuha mula sa Bitget, galing sa isang reliable source. Napakahalagang umasa sa iisang pinagmulan upang suriin ang iyong mga investment, dahil maaaring mag-iba ang mga halaga sa iba't ibang nagbebenta. Kasama sa aming makasaysayang Liquid Staked ETH dataset ng presyo ang data sa pagitan ng 1 minuto, 1 araw, 1 linggo, at 1 buwan (bukas/mataas/mababa/close/volume). Ang mga dataset na ito ay sumailalim sa mahigpit na pagsubok upang matiyak ang consistency, pagkakumpleto, at accurancy. Ang mga ito ay partikular na idinisenyo para sa trade simulation at mga layunin ng backtesting, madaling magagamit para sa libreng pag-download, at na-update sa real-time.

Ethereum trading volume more than doubled on May 19, 2021, compared to the previous day, following news that China banned crypto services inside the country. Following this news, the market cap for the entire crypto market fell by billions of U.S. dollars. The Ethereum price that day also witnessed one of its biggest single-day declines on record. The price decline potentially may have attracted new investors to the cryptocurrency, leading to the increase in trading volume.

Methyl Propargyl Ether Market Outlook

The global market size for Methyl Propargyl Ether is projected to reach approximately USD 150 million by 2032, up from an estimated USD 90 million in 2023, exhibiting a compound annual growth rate (CAGR) of around 5.5%. This growth is primarily driven by the increasing demand from various end-user industries such as pharmaceuticals and agrochemicals, which are harnessing the unique chemical properties of Methyl Propargyl Ether to develop innovative products and solutions.

The growth factors for the Methyl Propargyl Ether market are manifold. Firstly, the burgeoning pharmaceutical industry is a major catalyst. With an ever-growing global population and rising healthcare needs, the demand for new and effective pharmaceutical products is at an all-time high. Methyl Propargyl Ether is increasingly being utilized in the synthesis of active pharmaceutical ingredients (APIs) due to its reactive nature, which allows for the development of more efficient and targeted medications. Furthermore, ongoing research and development activities are continually discovering new applications for Methyl Propargyl Ether in the pharmaceutical sector, thereby driving market growth.

In addition to pharmaceuticals, the agrochemical sector is another significant growth factor. With the global challenge of food security and the need to enhance agricultural productivity, agrochemicals, including pesticides and herbicides, play a crucial role. Methyl Propargyl Ether serves as an essential intermediate in the production of various agrochemical formulations. Its ability to improve the efficacy and stability of these products makes it highly valuable in modern agriculture. Moreover, the increasing trend towards sustainable and environmentally friendly farming practices is further propelling the demand for advanced agrochemicals, thereby boosting the Methyl Propargyl Ether market.

Another key driver is the expanding demand for chemical intermediates across various industries. Methyl Propargyl Ether is widely used as a chemical intermediate in the synthesis of specialty chemicals, solvents, and other industrial chemicals. The growing industrialization and modernization across the globe have led to an increased demand for these chemicals, which in turn fuels the market for Methyl Propargyl Ether. Furthermore, technological advancements and innovations in chemical manufacturing processes are enhancing the efficiency and application scope of Methyl Propargyl Ether, contributing to market growth.

From a regional perspective, the Asia Pacific region is expected to dominate the Methyl Propargyl Ether market during the forecast period. The region's rapid industrialization, burgeoning pharmaceutical and agrochemical industries, and favorable government policies are significant growth drivers. Additionally, countries such as China and India are witnessing substantial investments in chemical manufacturing, which is likely to further boost market growth. On the other hand, North America and Europe are also anticipated to experience steady growth due to the presence of established pharmaceutical and chemical industries, coupled with ongoing research and development activities.

Purity Analysis

The Methyl Propargyl Ether market can be segmented based on purity into high purity and low purity categories. High purity Methyl Propargyl Ether is primarily used in applications that require stringent quality and performance standards, such as in the pharmaceutical industry. The high purity segment is expected to witness significant growth due to the increasing demand for high-quality APIs and other pharmaceutical products. Additionally, the regulatory requirements for pharmaceutical manufacturing necessitate the use of high purity chemicals, further driving this segment's growth.

Low purity Methyl Propargyl Ether, on the other hand, finds extensive use in industrial applications where the purity levels are not as critical. This includes its use in the production of chemical intermediates and certain agrochemical formulations. The low purity segment is also expected to grow steadily, driven by the expanding industrial and agricultural sectors. Moreover, advancements in purification technologies are enabling manufacturers to produce low-cost, low-purity Methyl Propargyl Ether without compromising on performance, thereby making it more accessible to a broader range of applications.

In terms of market share, the high purity segment is likely to dominate due to its extensive use in high-value applications. However, the low purity segmen

Context

Real and up to date stock market exchange of cryptocurrencies can be quite expensive and are hard to get. However, historical financial data are the starting point to develop algorithm(s) to analyze market trend and why not beat the market by predicting market movement.

Content

Data provided in this dataset are historical data from the beginning of ADA-ETH pair market on Kraken exchange up to the present (2021 December). This data comes frome real trades on one of the most popular cryptocurrencies exchange.

Trading history

Historical market data, also known as trading history, time and sales or tick data, provides a detailed record of every trade that happens on Kraken exchange, and includes the following information: - Timestamp - The exact date and time of each trade. - Price - The price at which each trade occurred. - Volume - The amount of volume that was traded.

OHLCVT

In addition, OHLCVT data are provided for the most common period interval: 1 min, 5 min, 15 min, 1 hour, 12 hours and 1 day. OHLCVT stands for Open, High, Low, Close, Volume and Trades and represents the following trading information for each time period: - Open - The first traded price - High - The highest traded price - Low - The lowest traded price - Close - The final traded price - Volume - The total volume traded by all trades - Trades - The number of individual trades

Don't hesitate to tell me if you need other period interval 😉 ...

Update

This dataset will be updated every quarter to add new and up to date market trend. Let me know if you need an update more frequently.

Inspiration

Can you beat the market? Let see what you can do with these data!

Benzoin Dimethyl Ether Market Outlook

The global benzoin dimethyl ether market size was valued at USD 120 million in 2023 and is projected to reach USD 186 million by 2032, growing at a CAGR of 4.9% during the forecast period. This growth is attributed to the increasing demand from various end-user industries such as pharmaceuticals and agrochemicals. The market is benefitting from advancements in chemical synthesis and growing applications in photoinitiators which are vital in numerous industrial processes.

The rise in the adoption of benzoin dimethyl ether in photoinitiators is one of the key growth factors for this market. Photoinitiators are essential components in the polymerization process used in coatings, adhesives, and inks. The demand for UV and electron-beam curing technologies in various industries including automotive, electronics, and packaging has surged, thereby driving the need for effective photoinitiators like benzoin dimethyl ether. Additionally, the increasing trend towards sustainable and eco-friendly solutions is pushing the adoption of UV-cured products, further propelling the market.

Another significant factor contributing to market growth is its application in the pharmaceutical industry. Benzoin dimethyl ether is utilized in the synthesis of various pharmaceutical intermediates. The pharmaceutical industry is continuously evolving with the development of new drugs and formulations. The growth of this industry, coupled with increasing investments in R&D, is expected to fuel the demand for benzoin dimethyl ether. The compoundÂ’s role in the production of high-purity pharmaceutical products ensures its relevance and indispensability in this sector.

The agricultural sector also presents considerable opportunities for market expansion. Benzoin dimethyl ether is used in the manufacture of agrochemicals which help in enhancing crop yield and protection. With the global population steadily increasing, the demand for food production is at an all-time high. This necessitates the use of advanced agrochemicals to ensure food security, thereby driving the demand for benzoin dimethyl ether. The ongoing research in agrochemical formulations that offer better efficacy and environmental safety will likely augment the market growth in this segment.

The chemical compound 2-Dimethoxybenzol, also known as veratrole, plays a significant role in the synthesis of various organic compounds. Its unique properties make it a valuable intermediate in the production of pharmaceuticals and agrochemicals. The demand for 2-Dimethoxybenzol is driven by its application in the formulation of high-performance photoinitiators, which are essential in the polymerization processes used in coatings, adhesives, and inks. As industries continue to seek sustainable and efficient solutions, the utilization of 2-Dimethoxybenzol in chemical synthesis is expected to grow, further supporting the expansion of the benzoin dimethyl ether market.

Regionally, Asia Pacific is expected to dominate the benzoin dimethyl ether market over the forecast period. The region's thriving industrial activities, especially in countries like China and India, are significant growth drivers. The robust expansion of the pharmaceutical, chemical, and agricultural sectors in these countries is expected to bolster the demand for benzoin dimethyl ether. Moreover, favorable government policies and initiatives aimed at industrial development further support the marketÂ’s growth. The Asia Pacific region is anticipated to exhibit the highest CAGR during the forecast period, making it a critical area of focus for market players.

Purity Analysis

The benzoin dimethyl ether market is segmented by purity into two main categories: ?98% and <98%. The ?98% purity segment is expected to hold the largest market share due to its extensive applications in high-precision industries such as pharmaceuticals and photoinitiators. High purity benzoin dimethyl ether is crucial for ensuring the effectiveness and safety of pharmaceutical products. This segment benefits from stringent regulatory standards that necessitate the use of high-purity chemicals in drug formulations. As the demand for high-quality pharmaceuticals continues to grow, so too does the need for high-purity benzoin dimethyl ether.

On the other hand, the <98% purity segment also exhibits significant demand, primarily from industries where ultra-high purity is not as critical. This inclu

Bitcoin dominance steadily declined in April 2024 to below ** percent, amid rumors of central banks halting or potentially lowering interest rates in the future. Within the crypto world, this so-called "dominance" ratio is one of the oldest and most investigated metrics available. It measures the coin's market cap relative to the overall crypto market — effectively showing how strong Bitcoin compared to all the other cryptocurrencies that are not BTC, called "altcoins". Why dominance matters is because market caps of any crypto can change relatively quickly, either due to sudden price changes or a change of recorded trading volume. Essentially, the figure somewhat resembles a trading sentiment, revealing whether Bitcoin investors are responding to certain events or whether Bitcoin is losing out on functions offered by, for example, stablecoins or NFT tokens. "Dominance" criticism: Ethereum and stablecoin The interpretation of the Bitcoin metric is not without its criticism. When first conceived, Bitcoin was the first cryptocurrency to be created and had a substantial market share within all cryptocurrencies? The overall share of stablecoins, such as Tether, as well as Ethereum increasingly start to resemble that of Bitcoin, however. Some analysts argue against this comparison. For one, they point towards the large influence of trading activity between Bitcoin and Ethereum in the dominance metric. Second, they argue that stablecoins can be traded in for Bitcoin and Ethereum, essentially showing how much investors are willing to engage with "regular" cryptocurrency. A rally around Bitcoin in late 2023? By December 2023, the Bitcoin price reached roughly 41,000 U.S. dollars — the first time in 20 months such a value was reached. A weaker U.S. dollar, speculation on decreasing interest rates, and a potential Bitcoin ETF approval are believed to be at the heart of this price increase. Whether this will hold in 2024 is unclear: The monthly interest rate from the U.S. Fed is speculated to decrease in 2024, despite a vow of "higher for longer". In December 2023, the thought of decreasing interest rates and the potential of a Bitcoin ETF fuelled market sentiment towards riskier assets.

Context

Real and up to date stock market exchange of cryptocurrencies can be quite expensive and are hard to get. However, historical financial data are the starting point to develop algorithm(s) to analyze market trend and why not beat the market by predicting market movement.

Content

Data provided in this dataset are historical data from the beginning of DOT-ETH pair market on Kraken exchange up to the present (2021 December). This data comes frome real trades on one of the most popular cryptocurrencies exchange.

Trading history

Historical market data, also known as trading history, time and sales or tick data, provides a detailed record of every trade that happens on Kraken exchange, and includes the following information: - Timestamp - The exact date and time of each trade. - Price - The price at which each trade occurred. - Volume - The amount of volume that was traded.

OHLCVT

In addition, OHLCVT data are provided for the most common period interval: 1 min, 5 min, 15 min, 1 hour, 12 hours and 1 day. OHLCVT stands for Open, High, Low, Close, Volume and Trades and represents the following trading information for each time period: - Open - The first traded price - High - The highest traded price - Low - The lowest traded price - Close - The final traded price - Volume - The total volume traded by all trades - Trades - The number of individual trades

Don't hesitate to tell me if you need other period interval 😉 ...

Update

This dataset will be updated every quarter to add new and up to date market trend. Let me know if you need an update more frequently.

Inspiration

Can you beat the market? Let see what you can do with these data!

Mexico Imports: OC: Ethers, Ether-alcohols, Ether-phenols, Alcohol Peroxide data was reported at 34.658 USD mn in Feb 2019. This records an increase from the previous number of 24.147 USD mn for Jan 2019. Mexico Imports: OC: Ethers, Ether-alcohols, Ether-phenols, Alcohol Peroxide data is updated monthly, averaging 21.163 USD mn from Jan 1993 (Median) to Feb 2019, with 314 observations. The data reached an all-time high of 97.154 USD mn in May 2012 and a record low of 1.222 USD mn in Feb 1994. Mexico Imports: OC: Ethers, Ether-alcohols, Ether-phenols, Alcohol Peroxide data remains active status in CEIC and is reported by Bank of Mexico. The data is categorized under Global Database’s Mexico – Table MX.JA011: Imports: by Commodities.

Context

Real and up to date stock market exchange of cryptocurrencies can be quite expensive and are hard to get. However, historical financial data are the starting point to develop algorithm(s) to analyze market trend and why not beat the market by predicting market movement.

Content

Data provided in this dataset are historical data from the beginning of AAVE-ETH pair market on Kraken exchange up to the present (2021 December). This data comes frome real trades on one of the most popular cryptocurrencies exchange.

Trading history

Historical market data, also known as trading history, time and sales or tick data, provides a detailed record of every trade that happens on Kraken exchange, and includes the following information: - Timestamp - The exact date and time of each trade. - Price - The price at which each trade occurred. - Volume - The amount of volume that was traded.

OHLCVT

In addition, OHLCVT data are provided for the most common period interval: 1 min, 5 min, 15 min, 1 hour, 12 hours and 1 day. OHLCVT stands for Open, High, Low, Close, Volume and Trades and represents the following trading information for each time period: - Open - The first traded price - High - The highest traded price - Low - The lowest traded price - Close - The final traded price - Volume - The total volume traded by all trades - Trades - The number of individual trades

Don't hesitate to tell me if you need other period interval 😉 ...

Update

This dataset will be updated every quarter to add new and up to date market trend. Let me know if you need an update more frequently.

Inspiration

Can you beat the market? Let see what you can do with these data!

Powdered Cellulose Ether Market Outlook

The global powdered cellulose ether market size was valued at approximately USD 2.3 billion in 2023 and is projected to grow to USD 3.8 billion by 2032, exhibiting a compound annual growth rate (CAGR) of 5.6%. The growth of this market is significantly driven by the increasing demand for cellulose ethers in various end-user industries such as construction, pharmaceuticals, and food and beverages. Their unique properties such as water retention, thickening, and stabilizing capabilities make them an essential component in multiple applications, thereby fostering market growth.

One of the primary growth factors of the powdered cellulose ether market is the booming construction industry. Cellulose ethers are extensively used in construction for their excellent water retention, workability, and binding properties. With urbanization and infrastructural development at an all-time high, especially in emerging economies, the demand for construction materials is skyrocketing. Additionally, the need for eco-friendly and sustainable building materials is augmenting the adoption of cellulose ethers, thereby propelling market growth.

Another significant driver is the rising pharmaceutical industry. Powdered cellulose ethers are widely used as excipients in drug formulations for their non-toxic, biocompatible, and versatile properties. The steady growth of the pharmaceutical sector, driven by increasing healthcare needs, an aging population, and the prevalence of chronic diseases, is contributing to the growing demand for cellulose ethers. Furthermore, innovations in drug delivery systems and the rising trend of personalized medicine are expected to provide lucrative opportunities for market expansion.

The food and beverages industry also stands as a prominent contributor to the growth of the powdered cellulose ether market. These compounds are used as thickeners, stabilizers, and emulsifiers in various food products, enhancing their texture, shelf life, and quality. With the rising consumer inclination towards convenience foods and processed food items, the demand for cellulose ethers is anticipated to rise. Moreover, the increasing awareness about the benefits of dietary fibers is likely to augment the use of cellulose ethers in functional and health foods.

Regionally, the Asia-Pacific region holds a dominant position in the powdered cellulose ether market, driven by rapid industrialization, urbanization, and economic growth. Countries like China and India are experiencing substantial demand due to their booming construction and pharmaceutical sectors. North America and Europe also represent significant markets, driven by the presence of established end-user industries and a strong focus on research and development. However, the Middle East & Africa and Latin America regions are expected to witness moderate growth due to their emerging industrial activities and increasing investments in infrastructural development.

Product Type Analysis

The powdered cellulose ether market is segmented by product type into Methyl Cellulose, Hydroxyethyl Cellulose, Hydroxypropyl Cellulose, Carboxymethyl Cellulose, and Others. Methyl Cellulose (MC) is one of the most widely used types owing to its superior properties such as thermal gelation, water retention, and thickening. It is extensively used in construction, food & beverages, and pharmaceuticals. The growing demand for eco-friendly construction materials and the rising trend of vegan and gluten-free food products are driving the growth of the Methyl Cellulose segment.

Hydroxyethyl Cellulose (HEC) is another vital segment, known for its thickening, emulsifying, and stabilizing properties. HEC finds substantial application in paints & coatings, personal care products, and pharmaceuticals. The rising demand for high-performance paints and coatings in the construction and automotive industries is boosting the growth of the HEC segment. Additionally, the burgeoning cosmetics and personal care industry, driven by increasing consumer spending and the growing trend of natural and organic products, is further augmenting the demand for HEC.

Hydroxypropyl Cellulose (HPC) is characterized by its excellent film-forming and thickening properties. It is extensively used in pharmaceuticals as a coating agent, binder, and thickener. The increasing focus on advanced drug delivery systems and the rising prevalence of chronic diseases are driving the growth of the HPC segment. Furthermore, its application in the food industry as a stabilizer and emulsifier is contribu

Context

Real and up to date stock market exchange of cryptocurrencies can be quite expensive and are hard to get. However, historical financial data are the starting point to develop algorithm(s) to analyze market trend and why not beat the market by predicting market movement.

Content

Data provided in this dataset are historical data from the beginning of SC-ETH pair market on Kraken exchange up to the present (2021 December). This data comes frome real trades on one of the most popular cryptocurrencies exchange.

Trading history

Historical market data, also known as trading history, time and sales or tick data, provides a detailed record of every trade that happens on Kraken exchange, and includes the following information: - Timestamp - The exact date and time of each trade. - Price - The price at which each trade occurred. - Volume - The amount of volume that was traded.

OHLCVT

In addition, OHLCVT data are provided for the most common period interval: 1 min, 5 min, 15 min, 1 hour, 12 hours and 1 day. OHLCVT stands for Open, High, Low, Close, Volume and Trades and represents the following trading information for each time period: - Open - The first traded price - High - The highest traded price - Low - The lowest traded price - Close - The final traded price - Volume - The total volume traded by all trades - Trades - The number of individual trades

Don't hesitate to tell me if you need other period interval 😉 ...

Update

This dataset will be updated every quarter to add new and up to date market trend. Let me know if you need an update more frequently.

Inspiration

Can you beat the market? Let see what you can do with these data!

Ripple, or XRP, prices surged in 2021 but went down significantly as 2022 progressed. As of August 3, 2025, one XRP token was worth 2.77 U.S. dollars. Ethereum's price, for example, kept on reaching new all-time highs, a feat not performed by XRP. Indeed, XRP's price spikes followed relatively late - only occurring in early 2021, against late 2020 for most other cryptos - after the US SEC filed a legal complaint against Ripple in November 2020. This legal action caused the XRP price to plummet from around 0.70 U.S. dollars to 0.20 U.S. dollars.Ripple versus XRP: two become oneTechnically speaking, Ripple is not a cryptocurrency. Renamed from a protocol called OpenCoin in 2013, Ripple facilitates open-source payments. XRP, on the other hand, is the cryptocurrency that runs on this network. In that sense, Ripple and XRP have a similar symbiosis to each other, like the Ethereum network and its cryptocurrency, Ether. Unlike Ethereum - whose price changes are connected to the world of Decentralized Finance or DeFI - Ripple/XRP mostly looks at developments in cross-border payments for companies. In 2020, companies worldwide began to favor fintech solutions for future B2B solutions and, in a way, Ripple is an extension of that.What affects the price of Ripple?Ripple is mostly active in Southeast Asia - a region with a splintered payment landscape and that heavily investigates its own types of state-issued cryptocurrency to make cross-border payments a lot easier. Price spikes tend to follow news on this topic in this specific region. In 2019, for example, the XRP price grew after Japan and South Korea began testing to reduce time and costs for transferring international funds between the two countries. In March 2021, Ripple announced that it had agreed to acquire 40 percent of Malaysian cross-border payments firm Tranglo to meet growing demand in Southeast Asia.