OpenML
CompleteCryptocurrencyMarketHistory

CompleteCryptocurrencyMarketHistory

active ARFF CC0PublicDomain Visibility: public Uploaded 23-03-2022 by Dustin Carrion
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CryptocurrenciesCryptocurrenciesarefastbecomingrivalstotraditionalcurrencyacrosstheworldThedigitalcurrenciesareavailabletopurchaseinmanydifferentplacesmakingitaccessibletoeveryoneandwithretailersacceptingvariouscryptocurrenciesitcouldbeasignthatmoneyasweknowitisabouttogothroughamajorchangeInadditiontheblockchaintechnologyonwhichmanycryptocurrenciesarebasedwithitsrevolutionarydistributeddigitalbackbonehasmanyotherpromisingapplicationsImplementationsofsecuredecentralizedsystemscanaidusinconqueringorganizationalissuesoftrustandsecuritythathaveplaguedoursocietythroughouttheagesIneffectwecanfundamentallydisruptindustriescoretoeconomiesbusinessesandsocialstructureseliminatinginefficiencyandhumanerrorContentThedatasetcontainsallhistoricaldailypricesopenhighlowcloseforallcryptocurrencieslistedonCoinMarketCapAcknowledgementsEveryCryptocurrencyDailyMarketPriceIinitiallydevelopedkernelsforthisdatasetbeforemakingmyownscraperanddatasetsothatIcouldkeepitregularlyupdatedCoinMarketCapForthedata

9 features

Unnamed:_0numeric1979 unique values
0 missing
Datestring1979 unique values
0 missing
Symbolstring887 unique values
0 missing
Opennumeric170357 unique values
0 missing
Highnumeric174023 unique values
0 missing
Lownumeric167455 unique values
0 missing
Closenumeric170439 unique values
0 missing
Volumenumeric143918 unique values
5335 missing
Market_Capnumeric407618 unique values
64377 missing
Show all 9 features

19 properties

NumberOfInstances
632218
Number of instances (rows) of the dataset.
NumberOfFeatures
9
Number of attributes (columns) of the dataset.
NumberOfClasses
Number of distinct values of the target attribute (if it is nominal).
NumberOfMissingValues
69712
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
69712
Number of instances with at least one value missing.
NumberOfNumericFeatures
7
Number of numeric attributes.
NumberOfSymbolicFeatures
0
Number of nominal attributes.
Dimensionality
0
Number of attributes divided by the number of instances.
PercentageOfNumericFeatures
77.78
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
11.03
Percentage of instances having missing values.
AutoCorrelation
Average class difference between consecutive instances.
PercentageOfMissingValues
1.23
Percentage of missing values.
Show all 19 properties

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