Some regularities of transaction statistics of cryptocurrency Ethereum: opportunities to study the impact of space weather on human economic behavior on a global scale
It is shown that the statistics of transactions of the Ethereum cryptocurrency obeys well-defined patterns. Log dependency lnN of the number of users N who carried out n transactions with the use of Ethereum cryptocurrency during a specific month on lnn is a linear one with high accuracy: lnN=btl...
Saved in:
| Main Authors: | , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Frontiers Media S.A.
2024-11-01
|
| Series: | Frontiers in Blockchain |
| Subjects: | |
| Online Access: | https://www.frontiersin.org/articles/10.3389/fbloc.2024.1455451/full |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1846150347089772544 |
|---|---|
| author | Yelizaveta Vitulyova Inabat Moldakhan Pavel Grigoriev Pavel Grigoriev Ibragim Suleimenov |
| author_facet | Yelizaveta Vitulyova Inabat Moldakhan Pavel Grigoriev Pavel Grigoriev Ibragim Suleimenov |
| author_sort | Yelizaveta Vitulyova |
| collection | DOAJ |
| description | It is shown that the statistics of transactions of the Ethereum cryptocurrency obeys well-defined patterns. Log dependency lnN of the number of users N who carried out n transactions with the use of Ethereum cryptocurrency during a specific month on lnn is a linear one with high accuracy: lnN=btlnn+at. Similar statistical patterns are obtained for bitcoin transactions. It has also been established that the behavior of the coefficient b appearing in this dependence corresponds with high accuracy to the Bass diffusion model, which describes the dynamics of innovation implementation. It is shown that after the completion of the initial stage of the implementation of the Ethereum and bitcoin cryptocurrencies (since the beginning of 2018), the values of the coefficients a and b are approaching constants. On this basis, a method is proposed for identifying space weather factors on the economic behavior of the human population. In particular, it is shown that the analysis of the cross-correlation between the ratio ab for the Ethereum cryptocurrency and the Ap-index of geomagnetic activity gives an example of additional tools allowing to reveal the influence of space weather factors on the economic behavior of people on a global scale. |
| format | Article |
| id | doaj-art-c79858ef67bd4a0a8ad30d22dc6f97e6 |
| institution | Kabale University |
| issn | 2624-7852 |
| language | English |
| publishDate | 2024-11-01 |
| publisher | Frontiers Media S.A. |
| record_format | Article |
| series | Frontiers in Blockchain |
| spelling | doaj-art-c79858ef67bd4a0a8ad30d22dc6f97e62024-11-29T04:32:47ZengFrontiers Media S.A.Frontiers in Blockchain2624-78522024-11-01710.3389/fbloc.2024.14554511455451Some regularities of transaction statistics of cryptocurrency Ethereum: opportunities to study the impact of space weather on human economic behavior on a global scaleYelizaveta Vitulyova0Inabat Moldakhan1Pavel Grigoriev2Pavel Grigoriev3Ibragim Suleimenov4Department of Philosophy, Al-Farabi Kazakh National University, Almaty, KazakhstanAlmaty University of Power Engineering and Telecommunications Named After Gumarbek, Almaty, KazakhstanPsychology Department, Sevastopol State University, Sevastopol, RussiaResearch Department of Physiotherapy, Medical Climatology and Resorts Factors, Academic Research Institute of Physical Methods of Treatment, Medical Climatology and Rehabilitation Named After I.M. Sechenov, Yalta, Republic of Crimea, RussiaNational Engineering Academy of the Republic of Kazakhstan, Almaty, KazakhstanIt is shown that the statistics of transactions of the Ethereum cryptocurrency obeys well-defined patterns. Log dependency lnN of the number of users N who carried out n transactions with the use of Ethereum cryptocurrency during a specific month on lnn is a linear one with high accuracy: lnN=btlnn+at. Similar statistical patterns are obtained for bitcoin transactions. It has also been established that the behavior of the coefficient b appearing in this dependence corresponds with high accuracy to the Bass diffusion model, which describes the dynamics of innovation implementation. It is shown that after the completion of the initial stage of the implementation of the Ethereum and bitcoin cryptocurrencies (since the beginning of 2018), the values of the coefficients a and b are approaching constants. On this basis, a method is proposed for identifying space weather factors on the economic behavior of the human population. In particular, it is shown that the analysis of the cross-correlation between the ratio ab for the Ethereum cryptocurrency and the Ap-index of geomagnetic activity gives an example of additional tools allowing to reveal the influence of space weather factors on the economic behavior of people on a global scale.https://www.frontiersin.org/articles/10.3389/fbloc.2024.1455451/fullspace weatherEthereum cryptocurrencyblockchainstatistical distributiontransac-tionsnoosphere |
| spellingShingle | Yelizaveta Vitulyova Inabat Moldakhan Pavel Grigoriev Pavel Grigoriev Ibragim Suleimenov Some regularities of transaction statistics of cryptocurrency Ethereum: opportunities to study the impact of space weather on human economic behavior on a global scale Frontiers in Blockchain space weather Ethereum cryptocurrency blockchain statistical distribution transac-tions noosphere |
| title | Some regularities of transaction statistics of cryptocurrency Ethereum: opportunities to study the impact of space weather on human economic behavior on a global scale |
| title_full | Some regularities of transaction statistics of cryptocurrency Ethereum: opportunities to study the impact of space weather on human economic behavior on a global scale |
| title_fullStr | Some regularities of transaction statistics of cryptocurrency Ethereum: opportunities to study the impact of space weather on human economic behavior on a global scale |
| title_full_unstemmed | Some regularities of transaction statistics of cryptocurrency Ethereum: opportunities to study the impact of space weather on human economic behavior on a global scale |
| title_short | Some regularities of transaction statistics of cryptocurrency Ethereum: opportunities to study the impact of space weather on human economic behavior on a global scale |
| title_sort | some regularities of transaction statistics of cryptocurrency ethereum opportunities to study the impact of space weather on human economic behavior on a global scale |
| topic | space weather Ethereum cryptocurrency blockchain statistical distribution transac-tions noosphere |
| url | https://www.frontiersin.org/articles/10.3389/fbloc.2024.1455451/full |
| work_keys_str_mv | AT yelizavetavitulyova someregularitiesoftransactionstatisticsofcryptocurrencyethereumopportunitiestostudytheimpactofspaceweatheronhumaneconomicbehavioronaglobalscale AT inabatmoldakhan someregularitiesoftransactionstatisticsofcryptocurrencyethereumopportunitiestostudytheimpactofspaceweatheronhumaneconomicbehavioronaglobalscale AT pavelgrigoriev someregularitiesoftransactionstatisticsofcryptocurrencyethereumopportunitiestostudytheimpactofspaceweatheronhumaneconomicbehavioronaglobalscale AT pavelgrigoriev someregularitiesoftransactionstatisticsofcryptocurrencyethereumopportunitiestostudytheimpactofspaceweatheronhumaneconomicbehavioronaglobalscale AT ibragimsuleimenov someregularitiesoftransactionstatisticsofcryptocurrencyethereumopportunitiestostudytheimpactofspaceweatheronhumaneconomicbehavioronaglobalscale |