Visegrad Group companies data
Donated on 7/16/2023
The dataset concerns listed companies of the Visegrad Group ( Czech Republic, Hungary, Poland, Slovakia). The research period covers data for quarterly analysis(Q1 2017–Q1 2021), and yearly analysis 2017–2020. We computed 82 indicators. Data concerns 6 sectors (S): 1. Transportation and warehousing; 2. Wholesale trade; 3. Manufacturing; 4. Retail trade; 5. Energy; 6. Construction. The data was collected from Emerging Markets Information Service (EMIS, http://www.securities.com), which is a database containing information on emerging markets around the world.
Dataset Characteristics
Multivariate
Subject Area
Business
Associated Tasks
Classification, Clustering
Feature Type
Real
# Instances
85
# Features
83
Dataset Information
For what purpose was the dataset created?
The dataset was created for purpose of grant no. 2020/39/D/HS4/02384 funded by the National Science Centre (NCN, Poland).
Who funded the creation of the dataset?
The creation of the dataset was funded by the National Science Centre (NCN, Poland), through grant no. 2020/39/D/HS4/02384.
What do the instances in this dataset represent?
V4 Companies from Poland, the Czech Republic, Slovakia, and Hungary
Does the dataset contain data that might be considered sensitive in any way?
No
Was there any data preprocessing performed?
No
Has Missing Values?
Yes (symbol: m)
Introductory Paper
By S. Tomczak. 2021
Published in Energies
Variables Table
| Variable Name | Role | Type | Description | Units | Missing Values |
|---|---|---|---|---|---|
| X1 | Feature | Continuous | Net profit/total assets | amount | yes |
| X2 | Feature | Continuous | Total liabilities/total assets | amount | yes |
| X3 | Feature | Continuous | Working capital/total assets | amount | yes |
| X4 | Feature | Continuous | Current assets/short-term liabilities | amount | yes |
| X5 | Feature | Continuous | Retained earnings/total assets | amount | yes |
| X6 | Feature | Continuous | Gross profit/total assets | amount | yes |
| X7 | Feature | Continuous | Book value of equity/total liabilities | amount | yes |
| X8 | Feature | Continuous | Net sales revenue/total assets | amount | yes |
| X9 | Feature | Continuous | Equity/total assets | amount | yes |
| X10 | Feature | Continuous | (Gross profit + financial expenses)/total assets | amount | yes |
0 to 10 of 83
Additional Variable Information
Class Labels
(S): 1. Transportation and warehousing; 2. Wholesale trade; 3. Manufacturing; 4. Retail trade; 5. Energy; 6. Construction.
Dataset Files
| File | Size |
|---|---|
| V4 data.zip | 1.2 MB |
Reviews
There are no reviews for this dataset yet.
pip install ucimlrepo
from ucimlrepo import fetch_ucirepo # fetch dataset visegrad_group_companies_data = fetch_ucirepo(id=830) # data (as pandas dataframes) X = visegrad_group_companies_data.data.features y = visegrad_group_companies_data.data.targets # metadata print(visegrad_group_companies_data.metadata) # variable information print(visegrad_group_companies_data.variables)
Tomczak, S. (2021). Visegrad Group companies data [Dataset]. UCI Machine Learning Repository. https://doi.org/10.24432/C50G7C.
Creators
S. Tomczak
sebastian.tomczak@pwr.edu.pl
Wroclaw University of Science and Technology
DOI
License
This dataset is licensed under a Creative Commons Attribution 4.0 International (CC BY 4.0) license.
This allows for the sharing and adaptation of the datasets for any purpose, provided that the appropriate credit is given.