Data
BitInfoCharts-wo-tweets

BitInfoCharts-wo-tweets

active ARFF Public Domain Visibility: public Uploaded 02-06-2024 by Bruno Belucci Teixeira
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Bitcoin data scrapped from BitInfoCharts, without the 'tweets' values. Several Bitcoin related data scrapped directly from BitInfoCharts. 'date' in the format %Y-%m-%d. The 'tweets' column was dropped due to too many nan values (values only between 2014-04-09 and 2023-03-14). Besides, we have only keep the rows between the max(dates with non NaN values of each column) and min(dates with non NaN values of each column), which leave us with dates between 2011-04-14 and 2024-05-26.

19 features

datestring4792 unique values
0 missing
transactionsnumeric4745 unique values
0 missing
sizenumeric4761 unique values
0 missing
sentbyaddressnumeric4773 unique values
0 missing
difficultynumeric726 unique values
0 missing
hashratenumeric4792 unique values
0 missing
pricenumeric4628 unique values
0 missing
mining_profitabilitynumeric2957 unique values
0 missing
sentinusdnumeric4792 unique values
0 missing
transactionfeesnumeric3238 unique values
0 missing
median_transaction_feenumeric2414 unique values
373 missing
confirmationtimenumeric159 unique values
1 missing
marketcapnumeric4792 unique values
0 missing
transactionvaluenumeric4624 unique values
0 missing
mediantransactionvaluenumeric4748 unique values
0 missing
google_trendsnumeric3572 unique values
0 missing
activeaddressesnumeric4760 unique values
22 missing
top100capnumeric3362 unique values
6 missing
fee_to_rewardnumeric3241 unique values
0 missing
Show all 19 features

19 properties

NumberOfInstances
4792
Number of instances (rows) of the dataset.
NumberOfFeatures
19
Number of attributes (columns) of the dataset.
NumberOfClasses
Number of distinct values of the target attribute (if it is nominal).
NumberOfMissingValues
402
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
396
Number of instances with at least one value missing.
NumberOfNumericFeatures
18
Number of numeric attributes.
NumberOfSymbolicFeatures
0
Number of nominal attributes.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
PercentageOfInstancesWithMissingValues
8.26
Percentage of instances having missing values.
PercentageOfMissingValues
0.44
Percentage of missing values.
AutoCorrelation
Average class difference between consecutive instances.
PercentageOfNumericFeatures
94.74
Percentage of numeric attributes.
Dimensionality
0
Number of attributes divided by the number of instances.
PercentageOfSymbolicFeatures
0
Percentage of nominal attributes.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
MinorityClassSize
Number of instances belonging to the least frequent class.
NumberOfBinaryFeatures
0
Number of binary attributes.
Show all 19 properties

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