A cryptocurrency, crypto-currency, or crypto is a collection of binary data which is designed to work as a medium of exchange. Individual coin ownership records are stored in a ledger, which is a computerized database using strong cryptography to secure transaction records, to control the creation of additional coins, and to verify the transfer of coin ownership. Cryptocurrencies are generally fiat currencies, as they are not backed by or convertible into a commodity. Some crypto schemes use validators to maintain the cryptocurrency. In a proof-of-stake model, owners put up their tokens as collateral. In return, they get authority over the token in proportion to the amount they stake. Generally, these token stakes get additional ownership in the token overtime via network fees, newly minted tokens, or other such reward mechanisms.
Cryptocurrency does not exist in physical form (like paper money) and is typically not issued by a central authority. Cryptocurrencies typically use decentralized control as opposed to a central bank digital currency (CBDC). When a cryptocurrency is minted or created prior to issuance or issued by a single issuer, it is generally considered centralized. When implemented with decentralized control, each cryptocurrency works through distributed ledger technology, typically a blockchain, that serves as a public financial transaction database
A cryptocurrency is a tradable digital asset or digital form of money, built on blockchain technology that only exists online. Cryptocurrencies use encryption to authenticate and protect transactions, hence their name. There are currently over a thousand different cryptocurrencies in the world, and many see them as the key to a fairer future economy.
Bitcoin, first released as open-source software in 2009, is the first decentralized cryptocurrency. Since the release of bitcoin, many other cryptocurrencies have been created.
This Dataset is a collection of records of 3000+ Different Cryptocurrencies. * Top 395+ from 2021 * Top 3000+ from 2023
https://i.imgur.com/qGVJaHl.png" alt="">
This Data is collected from: https://finance.yahoo.com/. If you want to learn more, you can visit the Website.
Cover Photo by Worldspectrum: https://www.pexels.com/photo/ripple-etehereum-and-bitcoin-and-micro-sdhc-card-844124/
Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically
In March 2024 Bitcoin BTC reached a new all-time high with prices exceeding 73000 USD marking a milestone for the cryptocurrency market This surge was due to the approval of Bitcoin exchange-traded funds ETFs in the United States allowing investors to access Bitcoin without directly holding it This development increased Bitcoin’s credibility and brought fresh demand from institutional investors echoing previous price surges in 2021 when Tesla announced its 15 billion investment in Bitcoin and Coinbase was listed on the Nasdaq By the end of 2022 Bitcoin prices dropped sharply to 15000 USD following the collapse of cryptocurrency exchange FTX and its bankruptcy which caused a loss of confidence in the market By August 2024 Bitcoin rebounded to approximately 64178 USD but remained volatile due to inflation and interest rate hikes Unlike fiat currency like the US dollar Bitcoin’s supply is finite with 21 million coins as its maximum supply By September 2024 over 92 percent of Bitcoin had been mined Bitcoin’s value is tied to its scarcity and its mining process is regulated through halving events which cut the reward for mining every four years making it harder and more energy-intensive to mine The next halving event in 2024 will reduce the reward to 3125 BTC from its current 625 BTC The final Bitcoin is expected to be mined around 2140 The energy required to mine Bitcoin has led to criticisms about its environmental impact with estimates in 2021 suggesting that one Bitcoin transaction used as much energy as Argentina Bitcoin’s future price is difficult to predict due to the influence of large holders known as whales who own about 92 percent of all Bitcoin These whales can cause dramatic market swings by making large trades and many retail investors still dominate the market While institutional interest has grown it remains a small fraction compared to retail Bitcoin is vulnerable to external factors like regulatory changes and economic crises leading some to believe it is in a speculative bubble However others argue that Bitcoin is still in its early stages of adoption and will grow further as more institutions and governments recognize its potential as a hedge against inflation and a store of value 2024 has also seen the rise of Bitcoin Layer 2 technologies like the Lightning Network which improve scalability by enabling faster and cheaper transactions These innovations are crucial for Bitcoin’s wider adoption especially for day-to-day use and cross-border remittances At the same time central bank digital currencies CBDCs are gaining traction as several governments including China and the European Union have accelerated the development of their own state-controlled digital currencies while Bitcoin remains decentralized offering financial sovereignty for those who prefer independence from government control The rise of CBDCs is expected to increase interest in Bitcoin as a hedge against these centralized currencies Bitcoin’s journey in 2024 highlights its growing institutional acceptance alongside its inherent market volatility While the approval of Bitcoin ETFs has significantly boosted interest the market remains sensitive to events like exchange collapses and regulatory decisions With the limited supply of Bitcoin and improvements in its transaction efficiency it is expected to remain a key player in the financial world for years to come Whether Bitcoin is currently in a speculative bubble or on a sustainable path to greater adoption will ultimately be revealed over time.
https://creativecommons.org/publicdomain/zero/1.0/https://creativecommons.org/publicdomain/zero/1.0/
Blockchain technology, first implemented by Satoshi Nakamoto in 2009 as a core component of Bitcoin, is a distributed, public ledger recording transactions. Its usage allows secure peer-to-peer communication by linking blocks containing hash pointers to a previous block, a timestamp, and transaction data. Bitcoin is a decentralized digital currency (cryptocurrency) which leverages the Blockchain to store transactions in a distributed manner in order to mitigate against flaws in the financial industry.
Nearly ten years after its inception, Bitcoin and other cryptocurrencies experienced an explosion in popular awareness. The value of Bitcoin, on the other hand, has experienced more volatility. Meanwhile, as use cases of Bitcoin and Blockchain grow, mature, and expand, hype and controversy have swirled.
In this dataset, you will have access to information about blockchain blocks and transactions. All historical data are in the bigquery-public-data:crypto_bitcoin
dataset. It’s updated it every 10 minutes. The data can be joined with historical prices in kernels. See available similar datasets here: https://www.kaggle.com/datasets?search=bitcoin.
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_bitcoin.[TABLENAME]
. Fork this kernel to get started.
Allen Day (Twitter | Medium), Google Cloud Developer Advocate & Colin Bookman, Google Cloud Customer Engineer retrieve data from the Bitcoin network using a custom client available on GitHub that they built with the bitcoinj
Java library. Historical data from the origin block to 2018-01-31 were loaded in bulk to two BigQuery tables, blocks_raw and transactions. These tables contain fresh data, as they are now appended when new blocks are broadcast to the Bitcoin network. For additional information visit the Google Cloud Big Data and Machine Learning Blog post "Bitcoin in BigQuery: Blockchain analytics on public data".
Photo by Andre Francois on Unsplash.
https://www.bitget.com/uk/price/olympic-games-dogehttps://www.bitget.com/uk/price/olympic-games-doge
Відстеження історії цін OLYMPIC GAMES DOGE дозволяє криптоінвесторам легко контролювати ефективність своїх інвестицій. Ви можете зручно відстежувати значення відкриття, максимуму і закриття для OLYMPIC GAMES DOGE, а також обсягу торгівлі протягом певного часу. Крім того, ви можете миттєво переглянути щоденні зміни у відсотках, що дозволяє легко визначити дні зі значними коливаннями. Згідно з нашими даними історії цін OLYMPIC GAMES DOGE, його вартість злетіла до безпрецедентного піку в 2023-09-07, перевищивши $0.{10}8501 USD. З іншого боку, найнижча точка цінової траєкторії OLYMPIC GAMES DOGE, яку зазвичай називають «історичним мінімумом OLYMPIC GAMES DOGE», сталася на 2023-09-05. Якби хтось придбав OLYMPIC GAMES DOGE за цей час, то зараз він би мав неабиякий прибуток у розмірі 3,207%. За задумом, буде створено 1,000T OLYMPIC GAMES DOGE. Наразі циркулююча пропозиція OLYMPIC GAMES DOGE становить приблизно 0. Всі ціни, вказані на цій сторінці, отримані від надійного джерела Bitget. Дуже важливо покладатися на єдине джерело для тестування ваших інвестицій, оскільки значення можуть відрізнятися у різних продавців. До наших даних історичної ціни OLYMPIC GAMES DOGE входять дані з інтервалами в 1 хвилину, 1 день, 1 тиждень та 1 місяць (відкриття/макс./мін./закриття/обсяг). Ці дані пройшли ретельне тестування для забезпечення узгодженості, повноти та точності. Вони спеціально підібрані для моделювання торгівлі та бек-тестування, доступні для безоплатного завантаження та оновлюються в режимі реального часу.
Open Database License (ODbL) v1.0https://www.opendatacommons.org/licenses/odbl/1.0/
License information was derived automatically
This is a Dataset for Crypto Currency called Dogecoin, Currency in INR(Indian Rs). This dataset start from 11 Nov 2017 to 28 Jan 2022 .
It was collected from Yahoo Finance
You can perform Time Series Analysis and EDA on data.
https://www.bitget.com/uk/price/pixel-dogehttps://www.bitget.com/uk/price/pixel-doge
Відстеження історії цін Pixel Doge дозволяє криптоінвесторам легко контролювати ефективність своїх інвестицій. Ви можете зручно відстежувати значення відкриття, максимуму і закриття для Pixel Doge, а також обсягу торгівлі протягом певного часу. Крім того, ви можете миттєво переглянути щоденні зміни у відсотках, що дозволяє легко визначити дні зі значними коливаннями. Згідно з нашими даними історії цін Pixel Doge, його вартість злетіла до безпрецедентного піку в 2025-07-13, перевищивши -- USD. З іншого боку, найнижча точка цінової траєкторії Pixel Doge, яку зазвичай називають «історичним мінімумом Pixel Doge», сталася на 2025-07-13. Якби хтось придбав Pixel Doge за цей час, то зараз він би мав неабиякий прибуток у розмірі 0%. За задумом, буде створено 1,000B Pixel Doge. Наразі циркулююча пропозиція Pixel Doge становить приблизно 0. Всі ціни, вказані на цій сторінці, отримані від надійного джерела Bitget. Дуже важливо покладатися на єдине джерело для тестування ваших інвестицій, оскільки значення можуть відрізнятися у різних продавців. До наших даних історичної ціни Pixel Doge входять дані з інтервалами в 1 хвилину, 1 день, 1 тиждень та 1 місяць (відкриття/макс./мін./закриття/обсяг). Ці дані пройшли ретельне тестування для забезпечення узгодженості, повноти та точності. Вони спеціально підібрані для моделювання торгівлі та бек-тестування, доступні для безоплатного завантаження та оновлюються в режимі реального часу.
https://www.bitget.com/uk/price/x-dogehttps://www.bitget.com/uk/price/x-doge
Відстеження історії цін X Doge дозволяє криптоінвесторам легко контролювати ефективність своїх інвестицій. Ви можете зручно відстежувати значення відкриття, максимуму і закриття для X Doge, а також обсягу торгівлі протягом певного часу. Крім того, ви можете миттєво переглянути щоденні зміни у відсотках, що дозволяє легко визначити дні зі значними коливаннями. Згідно з нашими даними історії цін X Doge, його вартість злетіла до безпрецедентного піку в 2025-03-11, перевищивши $0.006401 USD. З іншого боку, найнижча точка цінової траєкторії X Doge, яку зазвичай називають «історичним мінімумом X Doge», сталася на 2022-10-07. Якби хтось придбав X Doge за цей час, то зараз він би мав неабиякий прибуток у розмірі 2,620%. За задумом, буде створено 10T X Doge. Наразі циркулююча пропозиція X Doge становить приблизно 0. Всі ціни, вказані на цій сторінці, отримані від надійного джерела Bitget. Дуже важливо покладатися на єдине джерело для тестування ваших інвестицій, оскільки значення можуть відрізнятися у різних продавців. До наших даних історичної ціни X Doge входять дані з інтервалами в 1 хвилину, 1 день, 1 тиждень та 1 місяць (відкриття/макс./мін./закриття/обсяг). Ці дані пройшли ретельне тестування для забезпечення узгодженості, повноти та точності. Вони спеціально підібрані для моделювання торгівлі та бек-тестування, доступні для безоплатного завантаження та оновлюються в режимі реального часу.
https://www.bitget.com/uz/price/trump-dogehttps://www.bitget.com/uz/price/trump-doge
Trump Doge narxlar tarixini kuzatish kriptovalyuta investorlariga o'z investitsiyalari samaradorligini osongina kuzatish imkonini beradi. Vaqt o'tishi bilan Trump Doge 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 Trump Doge narxlari tarixiy ma'lumotlariga ko'ra, uning qiymati 2024-03-25da misli ko'rilmagan cho'qqigacha ko'tarilib, $0.{8}1140 AQSh dollaridan oshib ketdi. Boshqa tomondan, Trump Doge narxlari traektoriyasidagi eng past nuqta, odatda “Trump Doge barcha vaqtlardagi eng past” deb ataladigan nuqta 2024-05-16 da sodir bo'ldi. Agar kimdir shu vaqt ichida Trump Doge xarid qilgan bo'lsa, u hozirda -100% miqdorida ajoyib foyda olishi mumkin edi. Maqsadga ko'ra 420T Trump Doge yaratiladi. Hozirda Trump Doge aylanma ta'minoti taxminan 0 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 Trump Doge 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.
https://www.bitget.com/ph/price/doge-inuhttps://www.bitget.com/ph/price/doge-inu
Doge Inu 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 Doge Inu 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 Doge Inu, tumaas ang halaga nito sa hindi pa naganap na peak sa 2023-05-12, na lumampas sa $0.{8}1242 USD. Sa kabilang banda, ang pinakamababang punto sa trajectory ng presyo ni Doge Inu, na karaniwang tinutukoy bilang "Doge Inu all-time low", ay naganap noong 2023-09-11. Kung ang isa ay bumili ng Doge Inu sa panahong iyon, kasalukuyan silang masisiyahan sa isang kahanga-hangang kita na -100%. Sa pamamagitan ng disenyo, ang 420.69T Doge Inu ay malilikha. Sa ngayon, ang circulating supply ng Doge Inu ay tinatayang 0. 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 Doge Inu 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.
https://www.bitget.com/uk/price/doge-paymenthttps://www.bitget.com/uk/price/doge-payment
Відстеження історії цін Doge Payment дозволяє криптоінвесторам легко контролювати ефективність своїх інвестицій. Ви можете зручно відстежувати значення відкриття, максимуму і закриття для Doge Payment, а також обсягу торгівлі протягом певного часу. Крім того, ви можете миттєво переглянути щоденні зміни у відсотках, що дозволяє легко визначити дні зі значними коливаннями. Згідно з нашими даними історії цін Doge Payment, його вартість злетіла до безпрецедентного піку в 2024-02-20, перевищивши $0.{10}1654 USD. З іншого боку, найнижча точка цінової траєкторії Doge Payment, яку зазвичай називають «історичним мінімумом Doge Payment», сталася на 2024-02-24. Якби хтось придбав Doge Payment за цей час, то зараз він би мав неабиякий прибуток у розмірі -100%. За задумом, буде створено 100,000T Doge Payment. Наразі циркулююча пропозиція Doge Payment становить приблизно 0. Всі ціни, вказані на цій сторінці, отримані від надійного джерела Bitget. Дуже важливо покладатися на єдине джерело для тестування ваших інвестицій, оскільки значення можуть відрізнятися у різних продавців. До наших даних історичної ціни Doge Payment входять дані з інтервалами в 1 хвилину, 1 день, 1 тиждень та 1 місяць (відкриття/макс./мін./закриття/обсяг). Ці дані пройшли ретельне тестування для забезпечення узгодженості, повноти та точності. Вони спеціально підібрані для моделювання торгівлі та бек-тестування, доступні для безоплатного завантаження та оновлюються в режимі реального часу.
https://www.bitget.com/ph/price/doge-to-marshttps://www.bitget.com/ph/price/doge-to-mars
DOGE TO MARS 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 DOGE TO MARS 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 DOGE TO MARS, tumaas ang halaga nito sa hindi pa naganap na peak sa 2025-03-26, na lumampas sa $0.{10}1150 USD. Sa kabilang banda, ang pinakamababang punto sa trajectory ng presyo ni DOGE TO MARS, na karaniwang tinutukoy bilang "DOGE TO MARS all-time low", ay naganap noong 2025-04-07. Kung ang isa ay bumili ng DOGE TO MARS sa panahong iyon, kasalukuyan silang masisiyahan sa isang kahanga-hangang kita na 62%. Sa pamamagitan ng disenyo, ang 42,069T DOGE TO MARS ay malilikha. Sa ngayon, ang circulating supply ng DOGE TO MARS ay tinatayang 0. 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 DOGE TO MARS 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.
This dataset includes daily historical price data for Bitcoin (BTC-USD) from 2014 to 2025, obtained through web scraping from the Yahoo Finance page using Selenium. The primary data source can be accessed at Yahoo Finance - Bitcoin Historical Data . The dataset contains daily information such as opening price (Open), highest price (High), lowest price (Low), closing price (Close), adjusted closing price (Adj Close), and trading volume (Volume).
About Bitcoin: Bitcoin (BTC) is the world's first decentralized digital currency, introduced in 2009 by an anonymous creator known as Satoshi Nakamoto. It operates on a peer-to-peer network powered by blockchain technology, enabling secure, transparent, and trustless transactions without the need for intermediaries like banks. Bitcoin's limited supply of 21 million coins and its growing adoption have made it a popular asset for investment, trading, and as a hedge against inflation.
We are excited to share this dataset and look forward to seeing the insights it can provide. We hope it will inspire collaboration and innovation within the community. By leveraging this daily data, we can explore trends, develop predictive models, and design innovative trading strategies that deepen our understanding of Bitcoin's market behavior. Together, we can unlock new opportunities and contribute to the collective advancement of cryptocurrency research and analysis.
Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically
Analysis of ‘Crypto-data-part1’ provided by Analyst-2 (analyst-2.ai), based on source dataset retrieved from https://www.kaggle.com/tusharsarkar/cryptodatapart1 on 28 January 2022.
--- Dataset description provided by original source is as follows ---
Things like Block chain, Bitcoin, Bitcoin cash, Ethereum, Ripple etc are constantly coming in the news articles I read. So I wanted to understand more about it and this post helped me get started. Once the basics are done, the data scientist inside me started raising questions like:
How many cryptocurrencies are there and what are their prices and valuations? Why is there a sudden surge in the interest in recent days? So what next? Now that we have the price data, I wanted to dig a little more about the factors affecting the price of coins. I started of with Bitcoin and there are quite a few parameters which affect the price of Bitcoin. Thanks to Blockchain Info, I was able to get quite a few parameters on once in two day basis.
This will help understand the other factors related to Bitcoin price and also help one make future predictions in a better way than just using the historical price.
The dataset has one csv file for each currency. Price history is available on a daily basis from April 28, 2013. This dataset has the historical price information of some of the top crypto currencies by market capitalization.
Date : date of observation Open : Opening price on the given day High : Highest price on the given day Low : Lowest price on the given day Close : Closing price on the given day Volume : Volume of transactions on the given day
--- Original source retains full ownership of the source dataset ---
The dataset of this paper is collected based on Google, Blockchain, and the Bitcoin market. Generally, there is a total of 26 features, however, a feature whose correlation rate is lower than 0.3 between the variations of price and the variations of feature has been eliminated. Hence, a total of 21 practical features including Market capitalization, Trade-volume, Transaction-fees USD, Average confirmation time, Difficulty, High price, Low price, Total hash rate, Block-size, Miners-revenue, N-transactions-total, Google searches, Open price, N-payments-per Block, Total circulating Bitcoin, Cost-per-transaction percent, Fees-USD-per transaction, N-unique-addresses, N-transactions-per block, and Output-volume have been selected. In addition to the values of these features, for each feature, a new one is created that includes the difference between the previous day and the day before the previous day as a supportive feature. From the point of view of the number and history of the dataset used, a total of 1275 training data were used in the proposed model to extract patterns of Bitcoin price and they were collected from 12 Nov 2018 to 4 Jun 2021.
Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically
Cryptocurrency historical datasets from January 2012 (if available) to October 2021 were obtained and integrated from various sources and Application Programming Interfaces (APIs) including Yahoo Finance, Cryptodownload, CoinMarketCap, various Kaggle datasets, and multiple APIs. While these datasets used various formats of time (e.g., minutes, hours, days), in order to integrate the datasets days format was used for in this research study. The integrated cryptocurrency historical datasets for 80 cryptocurrencies including but not limited to Bitcoin (BTC), Ethereum (ETH), Binance Coin (BNB), Cardano (ADA), Tether (USDT), Ripple (XRP), Solana (SOL), Polkadot (DOT), USD Coin (USDC), Dogecoin (DOGE), Tron (TRX), Bitcoin Cash (BCH), Litecoin (LTC), EOS (EOS), Cosmos (ATOM), Stellar (XLM), Wrapped Bitcoin (WBTC), Uniswap (UNI), Terra (LUNA), SHIBA INU (SHIB), and 60 more cryptocurrencies were uploaded in this online Mendeley data repository. Although the primary attribute of including the mentioned cryptocurrencies was the Market Capitalization, a subject matter expert i.e., a professional trader has also guided the initial selection of the cryptocurrencies by analyzing various indicators such as Relative Strength Index (RSI), Moving Average Convergence/Divergence (MACD), MYC Signals, Bollinger Bands, Fibonacci Retracement, Stochastic Oscillator and Ichimoku Cloud. The primary features of this dataset that were used as the decision-making criteria of the CLUS-MCDA II approach are Timestamps, Open, High, Low, Closed, Volume (Currency), % Change (7 days and 24 hours), Market Cap and Weighted Price values. The available excel and CSV files in this data set are just part of the integrated data and other databases, datasets and API References that was used in this study are as follows: [1] https://finance.yahoo.com/ [2] https://coinmarketcap.com/historical/ [3] https://cryptodatadownload.com/ [4] https://kaggle.com/philmohun/cryptocurrency-financial-data [5] https://kaggle.com/deepshah16/meme-cryptocurrency-historical-data [6] https://kaggle.com/sudalairajkumar/cryptocurrencypricehistory [7] https://min-api.cryptocompare.com/data/price?fsym=BTC&tsyms=USD [8] https://min-api.cryptocompare.com/ [9] https://p.nomics.com/cryptocurrency-bitcoin-api [10] https://www.coinapi.io/ [11] https://www.coingecko.com/en/api [12] https://cryptowat.ch/ [13] https://www.alphavantage.co/
This dataset is part of the CLUS-MCDA (Cluster analysis for improving Multiple Criteria Decision Analysis) and CLUS-MCDAII Project: https://aimaghsoodi.github.io/CLUSMCDA-R-Package/ https://github.com/Aimaghsoodi/CLUS-MCDA-II https://github.com/azadkavian/CLUS-MCDA
https://creativecommons.org/publicdomain/zero/1.0/https://creativecommons.org/publicdomain/zero/1.0/
Things like Block chain, Bitcoin, Bitcoin cash, Ethereum, Ripple etc are constantly coming in the news articles I read. So I wanted to understand more about it and this post helped me get started. Once the basics are done, the data scientist inside me started raising questions like:
So what next? Now that we have the price data, I wanted to dig a little more about the factors affecting the price of coins. I started of with Bitcoin and there are quite a few parameters which affect the price of Bitcoin. Thanks to Blockchain Info, I was able to get quite a few parameters on once in two day basis.
This will help understand the other factors related to Bitcoin price and also help one make future predictions in a better way than just using the historical price.
The dataset has one csv file for each currency. Price history is available on a daily basis from April 28, 2013. This dataset has the historical price information of some of the top crypto currencies by market capitalization.
This data is taken from coinmarketcap and it is free to use the data.
Cover Image : Photo by Thomas Malama on Unsplash
Some of the questions which could be inferred from this dataset are:
https://www.bitget.com/uz/price/cmc-dogehttps://www.bitget.com/uz/price/cmc-doge
CMC DOGE narxlar tarixini kuzatish kriptovalyuta investorlariga o'z investitsiyalari samaradorligini osongina kuzatish imkonini beradi. Vaqt o'tishi bilan CMC DOGE 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 CMC DOGE narxlari tarixiy ma'lumotlariga ko'ra, uning qiymati 2025-07-07da misli ko'rilmagan cho'qqigacha ko'tarilib, -- AQSh dollaridan oshib ketdi. Boshqa tomondan, CMC DOGE narxlari traektoriyasidagi eng past nuqta, odatda “CMC DOGE barcha vaqtlardagi eng past” deb ataladigan nuqta 2025-07-07 da sodir bo'ldi. Agar kimdir shu vaqt ichida CMC DOGE xarid qilgan bo'lsa, u hozirda 0% miqdorida ajoyib foyda olishi mumkin edi. Dizayni bo'yicha CMC DOGE o'zining umumiy ta'minotida cheklovga ega emas. Uning muomaladagi manbai hozirda -- tangalardir. 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 CMC DOGE 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.
Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically
Analysis of ‘Bitcoin Data’ provided by Analyst-2 (analyst-2.ai), based on source dataset retrieved from https://www.kaggle.com/varpit94/bitcoin-data-updated-till-26jun2021 on 13 November 2021.
--- Dataset description provided by original source is as follows ---
Bitcoin is a digital currency created in January 2009. It follows the ideas set out in a whitepaper by the mysterious and pseudonymous Satoshi Nakamoto.1 The identity of the person or persons who created the technology is still a mystery. Bitcoin offers the promise of lower transaction fees than traditional online payment mechanisms and, unlike government-issued currencies, it is operated by a decentralized authority.
This dataset provides the history of daily prices of Bitcoin. The data starts from 17-Sep-2014 and is updated till 09-July-2021. All the column descriptions are provided.
--- Original source retains full ownership of the source dataset ---
https://www.bitget.com/ph/price/manic-dogehttps://www.bitget.com/ph/price/manic-doge
Manic Doge 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 Manic Doge 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 Manic Doge, tumaas ang halaga nito sa hindi pa naganap na peak sa 2025-07-13, na lumampas sa -- USD. Sa kabilang banda, ang pinakamababang punto sa trajectory ng presyo ni Manic Doge, na karaniwang tinutukoy bilang "Manic Doge all-time low", ay naganap noong 2025-07-13. Kung ang isa ay bumili ng Manic Doge sa panahong iyon, kasalukuyan silang masisiyahan sa isang kahanga-hangang kita na 0%. Sa pamamagitan ng disenyo, ang 100,000 Manic Doge ay malilikha. Sa ngayon, ang circulating supply ng Manic Doge ay tinatayang 0. 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 Manic Doge 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.
This Bitcoin transaction network data as extracted with the bitcoind client. Due to the nature of Bitcoin, all transactions are published to a P2P network. These can be downloaded and extracted with any of the available client programs. This dataset includes the data used in our papers:
Kondor, D., Pósfai, M., Csabai, I., & Vattay, G. (2014). Do the rich get richer? An empirical analysis of the BitCoin transaction network. PLoS ONE, 9(2), e86197. https://doi.org/10.1371/journal.pone.0086197
Kondor, D., Csabai, I., Szüle, J., Pósfai, M., & Vattay, G. (2014). Inferring the interplay between network structure and market effects in Bitcoin. New Journal of Physics, 16(12), 125003. https://doi.org/10.1088/1367-2630/16/12/125003
A cryptocurrency, crypto-currency, or crypto is a collection of binary data which is designed to work as a medium of exchange. Individual coin ownership records are stored in a ledger, which is a computerized database using strong cryptography to secure transaction records, to control the creation of additional coins, and to verify the transfer of coin ownership. Cryptocurrencies are generally fiat currencies, as they are not backed by or convertible into a commodity. Some crypto schemes use validators to maintain the cryptocurrency. In a proof-of-stake model, owners put up their tokens as collateral. In return, they get authority over the token in proportion to the amount they stake. Generally, these token stakes get additional ownership in the token overtime via network fees, newly minted tokens, or other such reward mechanisms.
Cryptocurrency does not exist in physical form (like paper money) and is typically not issued by a central authority. Cryptocurrencies typically use decentralized control as opposed to a central bank digital currency (CBDC). When a cryptocurrency is minted or created prior to issuance or issued by a single issuer, it is generally considered centralized. When implemented with decentralized control, each cryptocurrency works through distributed ledger technology, typically a blockchain, that serves as a public financial transaction database
A cryptocurrency is a tradable digital asset or digital form of money, built on blockchain technology that only exists online. Cryptocurrencies use encryption to authenticate and protect transactions, hence their name. There are currently over a thousand different cryptocurrencies in the world, and many see them as the key to a fairer future economy.
Bitcoin, first released as open-source software in 2009, is the first decentralized cryptocurrency. Since the release of bitcoin, many other cryptocurrencies have been created.
This Dataset is a collection of records of 3000+ Different Cryptocurrencies. * Top 395+ from 2021 * Top 3000+ from 2023
https://i.imgur.com/qGVJaHl.png" alt="">
This Data is collected from: https://finance.yahoo.com/. If you want to learn more, you can visit the Website.
Cover Photo by Worldspectrum: https://www.pexels.com/photo/ripple-etehereum-and-bitcoin-and-micro-sdhc-card-844124/