https://github.com/vatshayan/ip-address-data-analysis-
Extraction of 100's of IP Address and using Machine Learning algorithm for detecting threats
https://github.com/vatshayan/ip-address-data-analysis-
data data-analysis data-science data-visualization dataset ip ipconfig ipv4-address jupyter-notebook machine-learning machine-learning-algorithms supervised-machine-learning unsupervised-learning
Last synced: 11 months ago
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Extraction of 100's of IP Address and using Machine Learning algorithm for detecting threats
- Host: GitHub
- URL: https://github.com/vatshayan/ip-address-data-analysis-
- Owner: Vatshayan
- Created: 2018-09-29T10:50:07.000Z (over 7 years ago)
- Default Branch: master
- Last Pushed: 2018-10-05T08:04:41.000Z (over 7 years ago)
- Last Synced: 2025-03-04T22:20:39.234Z (about 1 year ago)
- Topics: data, data-analysis, data-science, data-visualization, dataset, ip, ipconfig, ipv4-address, jupyter-notebook, machine-learning, machine-learning-algorithms, supervised-machine-learning, unsupervised-learning
- Language: Jupyter Notebook
- Size: 923 KB
- Stars: 0
- Watchers: 2
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# IP-Address-Data-Analysis-
Extraction of 100's of IP Address and using Machine Learning algorithm for detecting threats
Refrences of Dataset-
Database of IPv4 address networks with their respective geographical location.
Data
Based on GeoLite2 Country Free Downloadable Databases as of Apr 21, 2015 http://dev.maxmind.com/geoip/geoip2/geolite2/
Two files were used to generate this dataset:
GeoLite2-Country-Blocks-IPv4.csv
GeoLite2-Country-Locations-en.csv
with the following considerations:
Where geoname_id was not available, registered_country_geoname_id was used.
Where geoname_id and registered_country_genoname_id where empty, geoname_id, continent_code, continent_name, country_iso_code and country_name are empty.
Preparation
Original CSVs were imported into a MySQL database, then with a script an additional CSV was created combining Country names, locations and IPs.
License
Datapackage: Creative Commons Zero
Original CSV: This dataset includes GeoLite2 data created by MaxMind, available from www.maxmind.com