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Query and Download ‘Rapid7’ Cybersecurity Data Sets
‘Rapid7’ collects cybersecurity data and makes it available via their ‘Open Data’ https://opendata.rapid7.com portal which has an ‘API’. Tools are provided to assist in querying for available data sets and downloading any data set authorized to a registered account.
You will need to request a free account on Open Data via https://opendata.rapid7.com/#register and then navigate to the “Open Data API” link there to create both an organizational key and a user key. You can only use user keys with the Open Data API and you will receive error messages indicating so if you try to use an organizational key.
The following functions are implemented:
get_file_details: Retrieve details for a given file
from a specific Rapid7 Open Data studyget_study_details: Retrieve details for a specific
Rapid7 Open Data studylist_studies: List available Rapid7 Cybersecurity
Studiesrapid7_api_key: Get or set
RAPID7_OPENDATA_API_KEY valuedevtools::install_github("brudis-r7/ropendata")library(ropendata)
library(tidyverse)
# current verison
packageVersion("ropendata")## [1] '0.1.0'studies <- list_studies()
studies## # A tibble: 13 x 15
## uniqid name short_desc long_desc study_url study_name study_venue study_bibtext contact_name contact_email
## * <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr>
## 1 sonar… SSL … X.509 cer… The data… https://… Project S… Project So… "" Rapid7 Labs research@rap…
## 2 sonar… TCP … SYN scan … The data… https://… TCP Scans Project So… "" Rapid7 Labs research@rap…
## 3 sonar… HTTP… Responses… Ths data… https://… HTTP GET … Project So… "" Rapid7 Labs research@rap…
## 4 sonar… Nati… Open port… The data… https://… National … Project So… "" Rapid7 Labs research@rap…
## 5 sonar… Forw… DNS 'ANY'… This dat… https://… Forward D… Project So… "" Rapid7 Labs research@rap…
## 6 sonar… Crit… The Criti… The curr… http://w… Global Vu… RSA Securi… "" Rapid7 Labs research@rap…
## 7 sonar… UDP … UDP scan … The data… https://… UDP Scans Project So… "" Rapid7 Labs research@rap…
## 8 sonar… HTTP… Responses… This stu… https://… HTTPS GET… Project So… "" Rapid7 Labs research@rap…
## 9 sonar… Reve… DNS IPv4 … This dat… https://… Reverse D… Project So… "" Rapid7 Labs research@rap…
## 10 sonar… Forw… DNS 'ANY'… This dat… https://… Forward D… Project So… "" Rapid7 Labs research@rap…
## 11 sonar… Reve… DNS IPv4 … This dat… https://… Reverse D… Project So… "" Rapid7 Labs research@rap…
## 12 heise… Rapi… Rapid7 He… This is … https://… Rapid7 He… Rapid7 Hei… "" Rapid7 Labs research@rap…
## 13 sonar… More… X.509 cer… The data… https://… Project S… Project So… "" Rapid7 Labs research@rap…
## # … with 5 more variables: organization_name <chr>, organization_website <chr>, created_at <chr>, updated_at <chr>,
## # sonarfile_set <list>glimpse(studies)## Observations: 13
## Variables: 15
## $ uniqid <chr> "sonar.ssl", "sonar.tcp", "sonar.http", "sonar.national_exposure", "sonar.fdns_v2", "son…
## $ name <chr> "SSL Certificates", "TCP Scans", "HTTP GET Responses", "National Exposure Scans", "Forwa…
## $ short_desc <chr> "X.509 certificate metadata observed when communicating with HTTPS endpoints", "SYN scan…
## $ long_desc <chr> "The dataset contains a collection of metadata related to the net new X.509 certificates…
## $ study_url <chr> "https://github.com/rapid7/sonar/wiki/SSL-Certificates", "https://github.com/rapid7/sona…
## $ study_name <chr> "Project Sonar: IPv4 SSL Certificates", "TCP Scans", "HTTP GET Responses", "National Exp…
## $ study_venue <chr> "Project Sonar", "Project Sonar", "Project Sonar", "Project Sonar", "Project Sonar", "RS…
## $ study_bibtext <chr> "", "", "", "", "", "", "", "", "", "", "", "", ""
## $ contact_name <chr> "Rapid7 Labs", "Rapid7 Labs", "Rapid7 Labs", "Rapid7 Labs", "Rapid7 Labs", "Rapid7 Labs"…
## $ contact_email <chr> "research@rapid7.com", "research@rapid7.com", "research@rapid7.com", "research@rapid7.co…
## $ organization_name <chr> "Rapid7", "Rapid7", "Rapid7", "Rapid7", "Rapid7", "Rapid7", "Rapid7", "Rapid7", "Rapid7"…
## $ organization_website <chr> "http://www.rapid7.com", "http://www.rapid7.com/", "http://www.rapid7.com/", "https://gi…
## $ created_at <chr> "2018-06-07", "2018-06-20", "2018-06-19", "2018-06-12", "2018-06-20", "2018-05-15", "201…
## $ updated_at <chr> "2019-01-17", "2019-01-17", "2019-01-17", "2018-08-06", "2019-01-14", "2013-04-01", "201…
## $ sonarfile_set <list> [<"20190117/2019-01-17-1547700154-https_get_5001_names.gz", "20190117/2019-01-17-154770…glimpse(
get_study_details("sonar.national_exposure")
)## Observations: 1
## Variables: 15
## $ uniqid <chr> "sonar.national_exposure"
## $ name <chr> "National Exposure Scans"
## $ short_desc <chr> "Open port results for Rapid7's National Exposure reports"
## $ long_desc <chr> "The dataset represents the raw data collected that was used in the production of Rapid7…
## $ study_url <chr> "https://github.com/rapid7/data/tree/master/national-exposure"
## $ study_name <chr> "National Exposure Scans"
## $ study_venue <chr> "Project Sonar"
## $ study_bibtext <chr> ""
## $ contact_name <chr> "Rapid7 Labs"
## $ contact_email <chr> "research@rapid7.com"
## $ organization_name <chr> "Rapid7"
## $ organization_website <chr> "https://github.com/rapid7/data/tree/master/national-exposure"
## $ created_at <chr> "2018-06-12"
## $ updated_at <chr> "2018-08-06"
## $ fileset <list> [<"2018-04-11-1523483529-nei_2018-udp_sip_5060.csv.gz", "2018-04-02-1522680455-nei_2018…glimpse(
get_file_details("sonar.fdns_v2", "2018-06-15-1529049662-fdns_aaaa.json.gz")
)## Observations: 1
## Variables: 4
## $ name <chr> "2018-06-15-1529049662-fdns_aaaa.json.gz"
## $ fingerprint <chr> "9056f555bed59640ee5ffeadbeac8175e5873712"
## $ size <int> 570536141
## $ updated_at <chr> "2018-06-17"| Lang | # Files | (%) | LoC | (%) | Blank lines | (%) | # Lines | (%) |
|---|---|---|---|---|---|---|---|---|
| R | 8 | 0.89 | 98 | 0.87 | 39 | 0.58 | 106 | 0.73 |
| Rmd | 1 | 0.11 | 15 | 0.13 | 28 | 0.42 | 40 | 0.27 |
Please note that the ‘ropendata’ project is released with a Contributor Code of Conduct. By contributing to this project, you agree to abide by its terms.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.