Ethereum's price history suggests that that crypto was worth significantly less in 2022 than during late 2021, although nowhere near the lowest 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.' 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 which 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 March 12, 2025, Ethereum was worth 1,908.98 U.S. dollars - significantly less than the 4,400 U.S. dollars by the end of 2021.Ethereum's future and the DeFi industry Price 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 in recent years, with other examples including smart contractor Uniswap, Maker (responsible for stablecoin DAI), money lender 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 ten-fold 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.

Prices for ETHUSC Ether USD Coin including live quotes, historical charts and news. ETHUSC Ether USD Coin was last updated by Trading Economics this February 23 of 2025.

The price of Ethereum Classic (ETC) - a different crypto than Ethereum (ETH) - decreased significantly following the Ethereum Merge of September 2022. After years of development, the "original" Ethereum changed from proof-of-work (mining) to proof-of-stake (staking) during this event. This change had the potential to impact both the transaction speed as well as the energy consumption of the Ethereum blockchain. Some miners, however, started looking into Proof-of-Work alternatives were they could continue using their mining rigs - including Ethereum Classic (ETC), but also EthereumPOW (ETHW), and Ravencoin (RVN). The influx caused such a spike in hashrate - the computing power required to successfully mine a crypto - that the price declined.

In April 2021, the Ethereum market cap reached new heights and grew to over 250 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.

Ethereum's price history suggests that that crypto was worth significantly less in 2022 than during late 2021, although nowhere near the lowest 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.’ 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 which 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 March 26, 2025, Ethereum was worth 2,009.19 U.S. dollars - significantly less than the 4,400 U.S. dollars by the end of 2021.Ethereum’s future and the DeFi industry Price 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 in recent years, with other examples including smart contractor Uniswap, Maker (responsible for stablecoin DAI), money lender 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 ten-fold 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.

ETH Price Dataset with Technical Indicators

Welcome to the ETH / USDT Price Dataset with Technical Indicators, hosted by the WinkingFace Team. This dataset is designed to provide comprehensive historical data on Ethereum prices along with a variety of technical indicators to aid in cryptocurrency trading analysis and research. The dataset is updated every 3 minutes (delayed 1 minute).

  Dataset Description

This dataset includes the following columns:

timestamp: The date… See the full description on the dataset page: https://huggingface.co/datasets/WinkingFace/CryptoLM-Ethereum-ETH-USDT.

Prices for ETHBTC Ethereum Bitcoin including live quotes, historical charts and news. ETHBTC Ethereum Bitcoin was last updated by Trading Economics this March 26 of 2025.

This dataset is about stocks per day and is filtered where the stock is ETH and the date is after 2024-09-25, featuring 3 columns: date, highest price, and stock. The preview is ordered by date (descending).

Prices for ETHINR Ethereum Indian Rupee including live quotes, historical charts and news. ETHINR Ethereum Indian Rupee was last updated by Trading Economics this March 27 of 2025.

The price of an Ethereum sister project aimed at preserving the cryptocurrency's old mining network decreased significantly in September 2022. The fork - a change to a blockchain's code - occurred in the build-up towards the Ethereum Merge that month, when Ethereum (ETH) changed from proof-of-work (mining) to proof-of-stake (staking). This change had the potential to impact both the transaction speed as well as the energy consumption of the Ethereum blockchain. Some of the network's former miners, though, planned to keep the old system running in a project called EthereumPOW (ETHW). Analysts observed the initial launch of ETHW was marred with both technical problems as well as competition from Ethereum Classic (ETC) - an older version of ETH.

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

This dataset is about stocks per day and is filtered where the stock is ETH, featuring 3 columns: date, opening price, and stock. The preview is ordered by date (descending).

Book of Ethereum narxlar tarixini kuzatish kriptovalyuta investorlariga o'z investitsiyalari samaradorligini osongina kuzatish imkonini beradi. Vaqt o'tishi bilan Book of Ethereum uchun ochilish qiymati, yuqori va yopilishini hamda savdo hajmini qulay tarzda kuzatishingiz mumkin. Bundan tashqari, siz kunlik o'zgarishlarni bir zumda foiz sifatida ko'rishingiz mumkin, bu esa sezilarli tebranishlar bo'lgan kunlarni aniqlashni osonlashtiradi. Bizning Book of Ethereum narxlari tarixiy ma'lumotlariga ko'ra, uning qiymati 2024-10-16da misli ko'rilmagan cho'qqigacha ko'tarilib, $0.8134 AQSh dollaridan oshib ketdi. Boshqa tomondan, Book of Ethereum narxlari traektoriyasidagi eng past nuqta, odatda “Book of Ethereum barcha vaqtlardagi eng past” deb ataladigan nuqta 2024-08-04 da sodir bo'ldi. Agar kimdir shu vaqt ichida Book of Ethereum xarid qilgan bo'lsa, u hozirda 1,548% miqdorida ajoyib foyda olishi mumkin edi. Maqsadga ko'ra 100,000,000 Book of Ethereum yaratiladi. Hozirda Book of Ethereum aylanma ta'minoti taxminan 96,191,010 ni tashkil qiladi. Ushbu sahifada keltirilgan barcha narxlar ishonchli manba Bitgetdan olingan. Investitsiyalaringizni tekshirish uchun bitta manbaga tayanish juda muhim, chunki qiymatlar turli sotuvchilar orasida farq qilishi mumkin. Tarixiy Book of Ethereum narxlari ma'lumotlar to'plamimiz 1 daqiqa, 1 kun, 1 hafta va 1 oy oralig'idagi ma'lumotlarni o'z ichiga oladi (ochiq/yuqori/past/yopiq/hajm). Ushbu ma'lumotlar to'plamlari izchillik, to'liqlik va aniqlikni ta'minlash uchun qattiq sinovdan o'tkazildi. Ular maxsus savdo simulyatsiyasi va test sinovlari uchun mo'ljallangan bo'lib, ularni bepul yuklab olish mumkin va real vaqt rejimida yangilanadi.

The data is provided in a .csv file using the FileWhooper service. This service is currently only available for Windows and macOS filesystem. If you need the data using a linux system, please contact me.

More Info:

What are aggregate trades? If multiple trades are filled at the same millisecond, from the same order and at the same price, these trades are stored in one single aggregate trade.

What do the columns mean? id Each trade on the exchange server has an unique id. This id is directly fetched from the exchange server to guarantee gapless and consistent data.

time Timestamp in milliseconds when the trade happened on the exchange server asa provided by the exchange. Check https://currentmillis.com/ to find out how to translate this timestamp into a human readable format.

price Price per base currency in the given quote currency (here: USDT).

amount Quantity that was traded, given in base currency.

sell Can be True or False. If "True", then a price taker placed a market sell order to take an existing buy offer.

The glycol ether prices in Germany for Q4 2023 reached 1279 USD/MT in December. The market experienced shifts in the last quarter of 2023 due to fluctuating ethylene oxide prices, which impacted production rates. The plant maintenance of Sasol in Marl further disrupted output. Reduced demand from personal care and cleaning industries, along with a drop in ethylene prices, concluded to lower production costs but continued economic challenges restrained market recovery.

Explore IMARC’s newly published report, titled “Glycol Ether Pricing Report 2024: Price Trend, Chart, Market Analysis, News, Demand, Historical and Forecast Data,” offers an in-depth analysis of glycol ether pricing, covering an analysis of global and regional market trends and the critical factors driving these price movements.

This is a submission for Challenge #24 by Desights User

Click here for Challenge Details Note: This submission is in REVIEW state and is only accessible by Challenge Reviewers. So you might get errors when you try to download this asset directly from Ocean Market.

Submission Description

The cryptocurrency is not just a new form of value store and exchange, it is a revolution of its own. Beginning with its use to provide peer-to-peer payment network (or digital money) like Bitcoin, today’s cryptocurrency, or crypto for short, have evolved way beyond its humble start. Underlying the crypto world, there lies amazing technology called Blockchain. In simple term, blockchain is a decentralized and shared digital ledger that records transactions transparently and immutably across nodes in the network. Today’s Crypto community has slowly turned into industry of its own introducing a whole spectrum of enigmatic pattern, trends, and economic framework. In this report we will explore the trend, correlations, and dynamics related to 20 selected Crypto projects to derived insights and build models that predict the future of crypto. Key Findings: Our exploratory data analysis (EDA) underlines the span and general pattern of the Google Trend and Price related data. The data being analyzed span from the earliest entry on 2014-09-17 up to the latest on 2024-04-07. Time series decomposition was performed to extract trend, seasonal cycle, and residuals that made up the Google Interest Trend data. Analysis on the time-series decomposition help us distinguish cluster (a) with projects on the rise such as Solana, SingularityNet, Fetch.ai, and Ocean Protocol; and cluster (b) containing old project such as Dogecoin, Litecoin Filecoin, Tezos that are facing stagnant/downfall trend. Based on the Google Trends’s Correlation across projects we characterize Highly correlated projects cluster with correlation of about >0.8, and up to 0.92 with Bitcoin-Ethereum-Chainlink-Litecoin-Monero as the prominent group members. By introducing additional Google Trend data to understand Crypto Narrative, we worked toward building interpretable Event/Entity driving the market sentiment to explain our decomposed Time-series data. Based on Lag Characteristics in Correlation of Google Trend and Price/Trade Volume we highlight the tendency for the correlation to accumulate at longer lag time. Using NeuralProphet Framework we build forecasting models for Google Trend and Token Price for all 20 projects investigated here. We deployed these models to predict Trend and Price for all 20 projects for the following 52 weeks (up until April 2025). The developed models performed extraordinarily well with the R^2 value for most fall between the range of 0.75-0.88, while the highest goes up to 0.919. We highlight the correlation between Bitcoin, Ethereum, Ocean, with the rest of other projects. Ocean and Bitcoin, also Ethereum and Solana are the most correlated, both with correlation value of 0.89. The Kucoin’s KCS token is the least correlated with both Ocean and Bitcoin (0.31), while with Ethereum, Filecoin have the least correlation (0.41).

Conclusion This investigative study presents a thorough data analysis and exploration of correlations, time-lag characteristics, and time-series decomposition concerning Google Trends and token prices for 20 selected crypto/blockchain projects. By decomposing the time-series data, we have identified several clusters of crypto projects that is moving up in popularity such as Fetch.ai, SingularityNet, Solana, Ocean and some others that are stuck or in downfall trend, such as Dogecoin and Litecoin. Our analysis also includes a detailed exploration of various factors that contribute to understanding the data better, such as the incorporation of event-driven trends that explain outlier spikes in the residual data from our decomposed time-series.

In addition to our in-depth analysis, we build strong mini-library of forecasting models for predicting the Google Trend as well as price for the upcoming year with R^2 score that goes as high as 0.88 for most cases. Moreover, in order to demonstrate the utility of our exploratory data analysis tools and pipeline in full we also include all the results and analysis output produced in this work.

Looking ahead, we plan to expand our developed forecasting models and the presented data into a "CryptoForecast MiniApp." This application, based on the Streamlit package, will be hosted on a decentralized cloud (Akash) and connected to the Ocean marketplace and Predictoor, enhancing accessibility and utility for users interested in real-time data for Google Trends and Crypto Token Price forecasts.

Prices for NADETH Namibian Dollar Ethereum including live quotes, historical charts and news. NADETH Namibian Dollar Ethereum was last updated by Trading Economics this March 27 of 2025.

This line chart displays opening price ($) by date using the aggregation sum and is filtered where the crypto is Ethereum. The data is about cryptos per day.

Historical price and volatility data for Ethereum in Euro across different time periods.

Historical price and volatility data for Neiro Ethereum in Euro across different time periods.