Data
BitCoin-Dataset

BitCoin-Dataset

active ARFF GPL 2 Visibility: public Uploaded 23-03-2022 by Dustin Carrion
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  • Computer Systems Machine Learning
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Why 2017 to 2020? The BitCoin data is Limited to these 3 years because as everyone Knows: Dec 2017 was the time when BitCoin Prices Skyrocketed! Hence, this duration is Perfect for Predicting future Prices. As the years before 2017 had a low Price ratio which can cause a disturbance in our Prediction Models.

7 features

Datestring1094 unique values
0 missing
Highnumeric1096 unique values
0 missing
Lownumeric1097 unique values
0 missing
Opennumeric1096 unique values
0 missing
Closenumeric1096 unique values
0 missing
Volumenumeric1097 unique values
0 missing
Adj_Closenumeric1096 unique values
0 missing
Show all 7 features

19 properties

NumberOfInstances
1097
Number of instances (rows) of the dataset.
NumberOfFeatures
7
Number of attributes (columns) of the dataset.
NumberOfClasses
Number of distinct values of the target attribute (if it is nominal).
NumberOfMissingValues
0
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
0
Number of instances with at least one value missing.
NumberOfNumericFeatures
6
Number of numeric attributes.
NumberOfSymbolicFeatures
0
Number of nominal attributes.
Dimensionality
0.01
Number of attributes divided by the number of instances.
PercentageOfNumericFeatures
85.71
Percentage of numeric attributes.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
PercentageOfSymbolicFeatures
0
Percentage of nominal attributes.
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.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
AutoCorrelation
Average class difference between consecutive instances.
PercentageOfMissingValues
0
Percentage of missing values.
Show all 19 properties

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