Data
BTC

BTC

active ARFF Attribution-ShareAlike (CC BY-SA) Visibility: public Uploaded 23-05-2024 by Iwo Godzwon
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### Description: The `bitstampUSD_1-min_data_2012-01-01_to_2021-03-31.csv` dataset is a comprehensive collection of minute-by-minute Bitcoin trading data on the Bitstamp platform, spanning from January 1, 2012, to March 31, 2021. This dataset is crucial for understanding Bitcoin's trading dynamics over time, including price fluctuations and trading volumes. It is formatted in a chronological order, covering nearly a decade of Bitcoin transactions, making it an invaluable resource for financial analysts, econometric study, and anyone interested in the cryptocurrency market dynamics. ### Attribute Description: - Timestamp: The date and time (Unix timestamp) of the observation. - Open: The opening price of Bitcoin in USD at the start of the minute. - High: The highest price of Bitcoin in USD during the minute. - Low: The lowest price of Bitcoin in USD during the minute. - Close: The closing price of Bitcoin in USD at the end of the minute. - Volume_(BTC): The volume of Bitcoin traded during the minute. - Volume_(Currency): The volume of trades in the corresponding currency (USD) during the minute. - Weighted_Price: The volume-weighted average price of Bitcoin in USD during the minute. ### Use Case: This dataset is crucial for various applications such as algorithmic trading, market analysis, academic research on financial markets, and cryptocurrency. It provides detailed insights for developing trading strategies based on minute-level market data, understanding price volatility, and studying market trends over a significant period. Furthermore, econometric models can be enhanced by utilizing this dataset to predict Bitcoin prices or understand the impact of global events on cryptocurrency markets. Additionally, educators and students can use this dataset for real-world case studies in finance and economics courses.

8 features

Timestampstring4857377 unique values
0 missing
Opennumeric1059732 unique values
1243608 missing
Highnumeric1030826 unique values
1243608 missing
Lownumeric1046536 unique values
1243608 missing
Closenumeric1058685 unique values
1243608 missing
Volume_(BTC)numeric3181865 unique values
1243608 missing
Volume_(Currency)numeric3562603 unique values
1243608 missing
Weighted_Pricenumeric3046022 unique values
1243608 missing

19 properties

4857377
Number of instances (rows) of the dataset.
8
Number of attributes (columns) of the dataset.
Number of distinct values of the target attribute (if it is nominal).
8705256
Number of missing values in the dataset.
1243608
Number of instances with at least one value missing.
7
Number of numeric attributes.
0
Number of nominal attributes.
0
Percentage of binary attributes.
25.6
Percentage of instances having missing values.
Average class difference between consecutive instances.
22.4
Percentage of missing values.
0
Number of attributes divided by the number of instances.
87.5
Percentage of numeric attributes.
Percentage of instances belonging to the most frequent class.
0
Percentage of nominal attributes.
Number of instances belonging to the most frequent class.
Percentage of instances belonging to the least frequent class.
Number of instances belonging to the least frequent class.
0
Number of binary attributes.

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