Data
COVID-19-biotech-companies-on-stock-exchange(2020)

COVID-19-biotech-companies-on-stock-exchange(2020)

active ARFF CC0: Public Domain Visibility: public Uploaded 23-03-2022 by Onur Yildirim
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  • Computer Systems Machine Learning
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The coronavirus pandemic has affected the entire world and many families have been destroyed. The stock exchange was also affected, but vaccine companies took advantage of this moment and leveraged their profits Biotech companies: PFIZER: Pfizer Inc. develops, manufactures, and sells healthcare products worldwide. It offers medicines and vaccines in various therapeutic areas. ASTRAZENECA: Moderna, Inc., a clinical stage biotechnology company, develops therapeutics and vaccines based on messenger RNA for the treatment of infectious diseases, immuno-oncology, rare diseases, and cardiovascular diseases. BIONTECH: BioNTech SE, a biotechnology company, develops and commercializes immunotherapies for cancer and other infectious diseases. MODERNA: Moderna, Inc., a clinical stage biotechnology company, develops therapeutics and vaccines based on messenger RNA for the treatment of infectious diseases, immuno-oncology, rare diseases, and cardiovascular diseases. NOVAVAX: Novavax, Inc., together with its subsidiary, Novavax AB, a late-stage biotechnology company, focuses on the discovery, development, and commercialization of vaccines to prevent serious infectious diseases. Check the movement of the financial market through this dataset Use your creativity and external information

36 features

Companiesstring255 unique values
0 missing
PFIZERstring226 unique values
1 missing
PFIZER.1string226 unique values
1 missing
PFIZER.2string226 unique values
1 missing
PFIZER.3string217 unique values
1 missing
PFIZER.4string254 unique values
1 missing
PFIZER.5string240 unique values
1 missing
PFIZER.6string187 unique values
1 missing
ASTRAZENECAstring237 unique values
1 missing
ASTRAZENECA.1string227 unique values
1 missing
ASTRAZENECA.2string237 unique values
1 missing
ASTRAZENECA.3string233 unique values
1 missing
ASTRAZENECA.4string253 unique values
1 missing
ASTRAZENECA.5string247 unique values
1 missing
ASTRAZENECA.6string182 unique values
1 missing
BIONTECHstring245 unique values
1 missing
BIONTECH.1string248 unique values
1 missing
BIONTECH.2string240 unique values
1 missing
BIONTECH.3string246 unique values
1 missing
BIONTECH.4string254 unique values
1 missing
BIONTECH.5string246 unique values
1 missing
BIONTECH.6string236 unique values
1 missing
MODERNAstring249 unique values
1 missing
MODERNA.1string247 unique values
1 missing
MODERNA.2string246 unique values
1 missing
MODERNA.3string250 unique values
1 missing
MODERNA.4string254 unique values
1 missing
MODERNA.5string250 unique values
1 missing
MODERNA.6string242 unique values
1 missing
NOVAVAXstring240 unique values
1 missing
NOVAVAX.1string244 unique values
1 missing
NOVAVAX.2string247 unique values
1 missing
NOVAVAX.3string250 unique values
1 missing
NOVAVAX.4string254 unique values
1 missing
NOVAVAX.5string250 unique values
1 missing
NOVAVAX.6string241 unique values
1 missing

19 properties

255
Number of instances (rows) of the dataset.
36
Number of attributes (columns) of the dataset.
Number of distinct values of the target attribute (if it is nominal).
35
Number of missing values in the dataset.
1
Number of instances with at least one value missing.
0
Number of numeric attributes.
0
Number of nominal attributes.
0.14
Number of attributes divided by the number of instances.
0
Percentage of numeric attributes.
Percentage of instances belonging to the most frequent class.
0
Percentage of nominal attributes.
Number of instances belonging to the most frequent class.
Percentage of instances belonging to the least frequent class.
Number of instances belonging to the least frequent class.
0
Number of binary attributes.
0
Percentage of binary attributes.
0.39
Percentage of instances having missing values.
Average class difference between consecutive instances.
0.38
Percentage of missing values.

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