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Stock-Information

Stock-Information

active ARFF CC0: Public Domain Visibility: public Uploaded 23-03-2022 by Lowe
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Context Information about more than 4600 companies tradable on Robinhood website Source The information is scraped from Robinhood website Inspiration The dataset contains useful information about Public Companies are being traded in US Stock market. Information about company size, market cap, PE ratio, list date, etc. is provided which can provide some insights about stock market in the US.

33 features

descriptionstring4548 unique values
6 missing
high_52_weeksnumeric3737 unique values
4 missing
dividend_yieldnumeric2490 unique values
2092 missing
floatnumeric3940 unique values
670 missing
low_52_weeksnumeric3476 unique values
4 missing
market_capnumeric4540 unique values
10 missing
pb_rationumeric4354 unique values
236 missing
pe_rationumeric2806 unique values
1779 missing
shares_outstandingnumeric4499 unique values
29 missing
average_volumenumeric4601 unique values
5 missing
ceostring3857 unique values
658 missing
headquarters_citystring1185 unique values
604 missing
headquarters_statestring226 unique values
620 missing
sectorstring22 unique values
4 missing
industrystring173 unique values
4 missing
num_employeesnumeric2125 unique values
943 missing
year_foundednumeric194 unique values
652 missing
simple_namestring4480 unique values
80 missing
average_volume_2_weeksnumeric4601 unique values
5 missing
volumenumeric4473 unique values
0 missing
lownumeric3694 unique values
94 missing
highnumeric3732 unique values
94 missing
opennumeric3538 unique values
94 missing
default_collar_fractionnumeric1 unique values
0 missing
typestring14 unique values
0 missing
list_datestring2566 unique values
9 missing
day_trade_rationumeric4 unique values
0 missing
countrystring52 unique values
0 missing
maintenance_rationumeric6 unique values
0 missing
margin_initial_rationumeric7 unique values
0 missing
bloomberg_uniquestring4610 unique values
0 missing
symbolstring4610 unique values
0 missing
namestring4608 unique values
0 missing
Show all 33 features

19 properties

NumberOfInstances
4610
Number of instances (rows) of the dataset.
NumberOfFeatures
33
Number of attributes (columns) of the dataset.
NumberOfClasses
Number of distinct values of the target attribute (if it is nominal).
NumberOfMissingValues
8696
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
3134
Number of instances with at least one value missing.
NumberOfNumericFeatures
20
Number of numeric attributes.
NumberOfSymbolicFeatures
0
Number of nominal attributes.
PercentageOfSymbolicFeatures
0
Percentage of nominal attributes.
AutoCorrelation
Average class difference between consecutive instances.
PercentageOfNumericFeatures
60.61
Percentage of numeric attributes.
PercentageOfMissingValues
5.72
Percentage of missing values.
PercentageOfInstancesWithMissingValues
67.98
Percentage of instances having missing values.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
NumberOfBinaryFeatures
0
Number of binary attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
MajorityClassSize
Number of instances belonging to the most frequent class.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
Dimensionality
0.01
Number of attributes divided by the number of instances.
Show all 19 properties

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