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English Information

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Authors
# Name
1 Pedro Vieira(pedrobarruetavena@dcc.ufmg.br)
2 Lucas Costa(lucas.lage@dcc.ufmg.br)
3 Gisele Pappa(glpappa@dcc.ufmg.br)

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Reference
# Reference
1 Abstract (2026). Abstract API. https://www.abstractapi.com/api/ip-geolocation-api. Accessed: 2026-05-03.
2 Apiip (2026). apiip. https://apiip.net/. Accessed: 2026-05-03.
3 BigData (2026). Big Data Cloud. https://www.bigdatacloud.com. Accessed:2026-04-30.
4 Callejo, P., Gramaglia, M., Cuevas, R., and Cuevas, A. (2022). A deep dive into the accuracy of ip geolocation databases and its impact on online advertising. IEEE Transactions on Mobile Computing, 22(8):4359–4373.
5 FindIP (2026). FindIP. https://findip.net/. Accessed: 2026-05-03.
6 FreeIPAPI (2026). Free IP API. https://freeipapi.com/. Accessed: 2026-05-03.
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8 Geolocated.io (2026). Geolocated.io. https://app.geolocated.io/. Accessed: 2026-05-03.
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13 Ipdata (2026). ipdata. https://ipdata.co/. Accessed: 2026-05-03.
14 IPDetails (2026). IPDetails. https://ipdetails.io/. Accessed: 2026-05-03.
15 IPGeolocation (2026). IP Geolocation. https://ipgeolocation.io. Accessed: 2026-05-03.
16 IPstack (2026). IPstack. https://ipstack.com/. Accessed: 2026-05-03.
17 IPWho (2026). IPWho. https://www.ipwho.org/. Accessed: 2026-05-03.
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19 Izhikevich, K., Du, B., Rao, S., Ukani, A., and Izhikevich, L. (2024). Trust, but verify, operator-reported geolocation
20 Leite, N., Campelo, C. E. C., and Silva, S. D. (2024). Leveraging geographic feature embeddings for enhanced location-based recommendation systems. In Anais do XXXIX SBBD, pages 354–366, Porto Alegre, RS, Brasil. SBC.
21 Nur, A. Y. (2023). Accuracy and coverage analysis of ip geolocation databases. In 2023 International Balkan Conference on Communications and Networking, pages 1–6
22 Silva, D. and Holanda, M. (2025). Uma arquitetura para big data geoespacial de dispositivos iot com níveis heterogêneos de mobilidade. In Anais do XL Simpósio Brasileiro de Bancos de Dados, pages 42–55, Porto Alegre, RS, Brasil. SBC
23 Techniknews (2026). API Techniknews. https://api.techniknews.net/. Accessed: 2026-05-03
24 TheIPAPI (2026). The ip api. https://theipapi.com/. Accessed: 2026-05-03.
25 Xu, W., Tao, Y., and Guan, X. (2018). Experimental comparison of free ip geolocation services. In International Conference on Security with Intelligent Computing and Big-data Services, pages 198–208. Springer.