Data
5-years-historical-stock-quotes

5-years-historical-stock-quotes

active ARFF CC0: Public Domain Visibility: public Uploaded 23-03-2022 by Elif Ceren Gok
0 likes downloaded by 0 people , 0 total downloads 0 issues 0 downvotes
  • Computer Systems Machine Learning
Issue #Downvotes for this reason By


Loading wiki
Help us complete this description Edit
Context Daily price information for stocks, aggregated into one big file. Content Data was pulled using an api and contains general price information for all stocks that are tradable. Fields include volume of trades, open and close, as well as high and low prices for the day. The data goes back from February 2016 and collects daily prices up to February 2021.

7 features

datetimestring1263 unique values
0 missing
open_pricenumeric268521 unique values
0 missing
close_pricenumeric236134 unique values
0 missing
high_pricenumeric411921 unique values
0 missing
low_pricenumeric411378 unique values
0 missing
volumenumeric1939963 unique values
0 missing
symbolstring6192 unique values
0 missing
Show all 7 features

19 properties

NumberOfInstances
7801920
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
5
Number of numeric attributes.
NumberOfSymbolicFeatures
0
Number of nominal attributes.
Dimensionality
0
Number of attributes divided by the number of instances.
PercentageOfNumericFeatures
71.43
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

0 tasks

Define a new task