Ecosyste.ms: Packages

An open API service providing package, version and dependency metadata of many open source software ecosystems and registries.

pypi.org "network-analysis" keyword

Top 1.2% on pypi.org
igraph 0.11.5
High performance graph data structures and algorithms
31 versions - Latest release: 12 days ago - 191 dependent packages - 406 dependent repositories - 982 thousand downloads last month - 1,195 stars on GitHub - 1 maintainer
Top 1.3% on pypi.org
python-igraph 0.11.5 ๐Ÿ’ฐ
High performance graph data structures and algorithms (legacy package)
41 versions - Latest release: 12 days ago - 114 dependent packages - 770 dependent repositories - 232 thousand downloads last month - 1,239 stars on GitHub - 1 maintainer
Top 0.2% on pypi.org
scapy 2.5.0 ๐Ÿ’ฐ
Scapy: interactive packet manipulation tool
26 versions - Latest release: over 1 year ago - 112 dependent packages - 3,395 dependent repositories - 2.55 million downloads last month - 10,007 stars on GitHub - 4 maintainers
Top 2.3% on pypi.org
networkit 9.1.1
NetworKit is a toolbox for high-performance network analysis
29 versions - Latest release: over 2 years ago - 17 dependent packages - 30 dependent repositories - 31 thousand downloads last month - 736 stars on GitHub - 4 maintainers
Top 3.2% on pypi.org
cdlib 0.3.0
Community Discovery Library
19 versions - Latest release: 12 months ago - 8 dependent packages - 27 dependent repositories - 14.7 thousand downloads last month - 330 stars on GitHub - 1 maintainer
Top 3.8% on pypi.org
netgraph 4.13.2
Python drawing utilities for publication quality plots of networks.
53 versions - Latest release: 5 months ago - 8 dependent packages - 15 dependent repositories - 9.59 thousand downloads last month - 645 stars on GitHub - 1 maintainer
Top 3.3% on pypi.org
infomap 2.7.1
Infomap network clustering algorithm
75 versions - Latest release: about 1 year ago - 4 dependent packages - 30 dependent repositories - 4.8 thousand downloads last month - 409 stars on GitHub - 3 maintainers
Top 4.3% on pypi.org
dynetx 0.3.2
Dynamic Network library
16 versions - Latest release: 12 months ago - 3 dependent packages - 27 dependent repositories - 74.1 thousand downloads last month - 104 stars on GitHub - 1 maintainer
Top 2.9% on pypi.org
graphistry 0.33.8
A visual graph analytics library for extracting, transforming, displaying, and sharing big graphs...
167 versions - Latest release: 18 days ago - 3 dependent packages - 29 dependent repositories - 4.57 thousand downloads last month - 2,058 stars on GitHub - 1 maintainer
Top 3.2% on pypi.org
spaghetti 1.7.5
Analysis of Network-constrained Spatial Data
44 versions - Latest release: 4 months ago - 2 dependent packages - 41 dependent repositories - 21.4 thousand downloads last month - 255 stars on GitHub - 5 maintainers
Top 9.9% on pypi.org
orange3-network 1.9.0 ๐Ÿ’ฐ
Networks add-on for Orange 3 data mining software package.
20 versions - Latest release: 3 months ago - 2 dependent packages - 1 dependent repositories - 2.74 thousand downloads last month - 38 stars on GitHub - 8 maintainers
nease 1.3.1
NEASE: A network-based approach for the enrichment of alternative splicing events
14 versions - Latest release: about 1 month ago - 2 dependent packages - 2 dependent repositories - 315 downloads last month - 12 stars on GitHub - 1 maintainer
Top 5.1% on pypi.org
obsidiantools 0.10.0
Obsidian Tools - a Python interface for Obsidian.md vaults
7 versions - Latest release: over 1 year ago - 1 dependent package - 50 dependent repositories - 2.19 thousand downloads last month - 345 stars on GitHub - 1 maintainer
Top 6.1% on pypi.org
urbanaccess 0.2.2
A tool for creating GTFS transit and OSM pedestrian networks for use in Pandana accessibility ana...
4 versions - Latest release: over 3 years ago - 1 dependent package - 22 dependent repositories - 189 downloads last month - 232 stars on GitHub - 3 maintainers
Top 6.9% on pypi.org
nf1 0.0.4
NF1: Normalized F1 score for community evaluation against ground truth
2 versions - Latest release: almost 3 years ago - 1 dependent package - 14 dependent repositories - 71.8 thousand downloads last month - 21 stars on GitHub - 1 maintainer
Top 9.4% on pypi.org
ouilookup 0.3.1
A Python module (and CLI tool) for looking up hardware MAC addresses from the OUI source at ieee....
6 versions - Latest release: about 1 year ago - 1 dependent package - 2 dependent repositories - 902 downloads last month - 18 stars on GitHub - 1 maintainer
Top 5.7% on pypi.org
demon 2.0.6
Community Discovery algorithm
6 versions - Latest release: almost 3 years ago - 1 dependent package - 16 dependent repositories - 73 thousand downloads last month - 32 stars on GitHub - 1 maintainer
pnu-wis 1.0.1
Bulk WHOIS search
3 versions - Latest release: over 1 year ago - 1 dependent package - 21 downloads last month - 0 stars on GitHub - 1 maintainer
biomass 0.13.0
A Python Framework for Modeling and Analysis of Signaling Systems
30 versions - Latest release: about 1 month ago - 1 dependent package - 3 dependent repositories - 415 downloads last month - 24 stars on GitHub - 1 maintainer
cosasi 0.0.4
COntagion Simulation And Source Identification
4 versions - Latest release: over 1 year ago - 1 dependent package - 63 downloads last month - 4 stars on GitHub - 1 maintainer
grand-graph 0.5.1
Graph database wrapper for non-graph datastores
8 versions - Latest release: 6 days ago - 1 dependent package - 1 dependent repositories - 387 downloads last month - 76 stars on GitHub - 1 maintainer
Top 10.0% on pypi.org
pathpy2 2.2.0
An OpenSource python package for the analysis and visualisation of time series data on complex ne...
3 versions - Latest release: over 4 years ago - 1 dependent package - 5 dependent repositories - 89 downloads last month - 138 stars on GitHub - 1 maintainer
hhhash 0.4
HHHash library is calculate HHHash from HTTP servers.
4 versions - Latest release: 9 months ago - 1 dependent package - 51 downloads last month - 76 stars on GitHub - 1 maintainer
Top 9.9% on pypi.org
grandiso 2.2.0
Performant subgraph isomorphism
9 versions - Latest release: 3 months ago - 1 dependent package - 10 dependent repositories - 1.05 thousand downloads last month - 49 stars on GitHub - 1 maintainer
honeypots-3 0.7 removed
25 different honeypots in a single pypi package! (dns, ftp, httpproxy, http, https, imap, mysql, ...
1 version - Latest release: almost 2 years ago - 232 stars on GitHub
honeypotsb 0.213 removed ๐Ÿ’ฐ
30 different honeypots in one package! (dhcp, dns, elastic, ftp, http proxy, https proxy, http, h...
2 versions - Latest release: 5 months ago - 297 downloads last month - 499 stars on GitHub
test-honeypotsbrn1 7.19 ๐Ÿ’ฐ
30 different honeypots in one package! (dhcp, dns, elastic, ftp, http proxy, https proxy, http, h...
3 versions - Latest release: 5 months ago - 9 downloads last month - 543 stars on GitHub - 1 maintainer
dynetlsm 0.1.0
dynetlsm
1 version - Latest release: about 4 years ago - 1 dependent repositories - 14 downloads last month - 17 stars on GitHub - 1 maintainer
nettacker 0.3.1a17 ๐Ÿ’ฐ
Automates information gathering, vulnerability scanning and aids penetration testing engagements ...
15 versions - Latest release: 7 months ago - 121 downloads last month - 2,959 stars on GitHub - 2 maintainers
ytvs 0.0.28
The Python Code Tutorials
28 versions - Latest release: 3 months ago - 176 downloads last month - 2,010 stars on GitHub - 1 maintainer
evomap 0.3.1
A Python Toolbox for Mapping Evolving Relationship Data
2 versions - Latest release: 5 days ago - 178 downloads last month - 88 stars on GitHub - 1 maintainer
textnets 0.9.4
Automated text analysis with networks
33 versions - Latest release: 4 months ago - 1 dependent repositories - 1.12 thousand downloads last month - 274 stars on GitHub - 1 maintainer
test-honeypotsbrn 7.15 ๐Ÿ’ฐ
30 different honeypots in one package! (dhcp, dns, elastic, ftp, http proxy, https proxy, http, h...
2 versions - Latest release: 5 months ago - 15 downloads last month - 509 stars on GitHub - 1 maintainer
ipradar2 0.0.9
Intrusion Detection and Prevention in real time based e.g. on geographical locations of hosts
9 versions - Latest release: about 1 month ago - 188 downloads last month - 22 stars on GitHub - 1 maintainer
honeypots-8 0.7 removed
25 different honeypots in a single pypi package! (dns, ftp, httpproxy, http, https, imap, mysql, ...
1 version - Latest release: almost 2 years ago - 232 stars on GitHub
honeypots-1 0.7 removed
25 different honeypots in a single pypi package! (dns, ftp, httpproxy, http, https, imap, mysql, ...
1 version - Latest release: almost 2 years ago - 232 stars on GitHub
honeypots-4 0.7 removed
25 different honeypots in a single pypi package! (dns, ftp, httpproxy, http, https, imap, mysql, ...
1 version - Latest release: almost 2 years ago - 232 stars on GitHub
Top 8.5% on pypi.org
peartree 0.6.4
peartree is a library for converting GTFS to directed graphs.
22 versions - Latest release: over 3 years ago - 6 dependent repositories - 228 downloads last month - 198 stars on GitHub - 1 maintainer
arpwitch 0.3.10
A modern arpwatch replacement with JSON formatted outputs and easy options to exec commands when ...
11 versions - Latest release: about 2 years ago - 109 downloads last month - 28 stars on GitHub - 1 maintainer
networkframe 0.5.1
Lightweight representations of networks using Pandas DataFrames.
8 versions - Latest release: 4 months ago - 61 downloads last month - 1 stars on GitHub - 1 maintainer
poseidon-core 0.18.2
Poseidon core package, an application that leverages software defined networks (SDN) to acquire a...
25 versions - Latest release: over 1 year ago - 2 dependent repositories - 263 downloads last month - 407 stars on GitHub - 1 maintainer
Top 7.7% on pypi.org
habu 0.1.39
Hacking Toolkit
111 versions - Latest release: almost 3 years ago - 2 dependent repositories - 571 downloads last month - 835 stars on GitHub - 1 maintainer
pcap_to_ditg 1.0.1
Generate DITG script files from a pcap file
5 versions - Latest release: over 5 years ago - 27 downloads last month - 5 stars on GitHub - 1 maintainer
dicn 0.1.0
An implementation of the Direct-Indirect Common Neighbors algorithm
1 version - Latest release: 5 months ago - 5 downloads last month - 0 stars on GitHub - 1 maintainer
pywgcna 2.0.4
PyWGCNA is a Python package designed to do Weighted correlation network analysis (WGCNA)
116 versions - Latest release: about 2 months ago - 1 dependent repositories - 1.25 thousand downloads last month - 174 stars on GitHub - 1 maintainer
grano 0.4.8
An investigative toolkit for influence influence mapping
1 version - Latest release: about 5 years ago - 5 dependent repositories - 35 downloads last month - 189 stars on GitHub - 1 maintainer
basic-influence-roles 1.0.5
Detect and measure the Basic Influence Role each node holds within a Directed Network.
4 versions - Latest release: about 2 months ago - 54 downloads last month - 0 stars on GitHub - 1 maintainer
python-easygraph1 0.2a29
Easy Graph
1 version - Latest release: over 2 years ago - 1 dependent repositories - 9 downloads last month - 348 stars on GitHub - 1 maintainer
netmeasure 1.4.0
Measure Internet connection quality.
10 versions - Latest release: 7 months ago - 72 downloads last month - 1 stars on GitHub - 1 maintainer
scapy-real 2.3 ๐Ÿ’ฐ
Legacy Scapy - Do not use
2 versions - Latest release: about 5 years ago - 7 dependent repositories - 51 downloads last month - 10,007 stars on GitHub - 6 maintainers
canopen-monitor 4.1.0
An NCurses-based TUI application for tracking activity over the CAN bus and decoding messages wit...
13 versions - Latest release: over 2 years ago - 1 dependent repositories - 146 downloads last month - 25 stars on GitHub - 2 maintainers
graynet 0.5.6
Individualized single-subject networks from T1 mri features such as cortical thickness and gray m...
21 versions - Latest release: about 1 year ago - 1 dependent repositories - 164 downloads last month - 34 stars on GitHub - 1 maintainer
absorbing_centrality 0.1.0
An implementation of the absorbing random-walk centrality measure for graphs.
1 version - Latest release: over 8 years ago - 2 dependent repositories - 51 downloads last month - 14 stars on GitHub - 1 maintainer
hfinger 0.2.2
Hfinger - fingerprinting malware HTTP requests stored in pcap files
3 versions - Latest release: about 1 year ago - 1 dependent repositories - 1.14 thousand downloads last month - 105 stars on GitHub - 1 maintainer
automotifs 1.4.4
A wrapper for automatic Motif Detection
13 versions - Latest release: 20 days ago - 759 downloads last month - 0 stars on GitHub - 1 maintainer
altanalyze 2.1.3
User Friendly Application for Comprehensive Transcriptome Analysis
38 versions - Latest release: about 5 years ago - 257 downloads last month - 91 stars on GitHub - 1 maintainer
bitcoin-graph 0.1a1
A Python library for making matrices and graphs of Bitcoin wallet transactions
1 version - Latest release: over 4 years ago - 1 dependent repositories - 34 downloads last month - 6 stars on GitHub - 1 maintainer
bluewhale3-network 1.4.2 ๐Ÿ’ฐ
็”จไบŽ็ฝ‘็ปœ็š„่“้ฒธๆ•ฐๆฎๆŒ–ๆŽ˜้™„ๅŠ ็ป„ไปถใ€‚
2 versions - Latest release: over 2 years ago - 1 dependent repositories - 41 downloads last month - 38 stars on GitHub - 1 maintainer
ebdptoolkit 0.0.1b0 removed
Spatial analysis toolkit for reproducible Evidence Based urban Design and Planning (EBDP)
1 version - Latest release: 10 months ago - 13 downloads last month - 1 stars on GitHub - 1 maintainer
netclop 0.12.4
Network clustering operations for geophysical fluid transport
23 versions - Latest release: 12 days ago - 360 downloads last month - 409 stars on GitHub - 1 maintainer
superblockify 1.0.0rc8
Automated Generation, Visualization, and Analysis of potential Superblocks in Cities
8 versions - Latest release: 27 days ago - 634 downloads last month - 5 stars on GitHub - 1 maintainer
cerespacketexploder 2.0.0
Python library for extracting observables from pcap.
1 version - Latest release: almost 6 years ago - 1 dependent repositories - 9 downloads last month - 1 stars on GitHub - 1 maintainer
capac 0.0.2
Package to capture network traffic
1 version - Latest release: over 1 year ago - 19 downloads last month - 0 stars on GitHub - 1 maintainer
dcss 1.0.2
Utilities for the book Doing Computational Social Science
3 versions - Latest release: over 1 year ago - 1 dependent repositories - 92 downloads last month - 17 stars on GitHub - 1 maintainer
deepgraph 0.2.4
Analyze Data with Pandas-based Networks.
14 versions - Latest release: about 2 months ago - 1 dependent repositories - 1.24 thousand downloads last month - 279 stars on GitHub - 1 maintainer
diffupath 0.0.3
Compute diffusion scores over networks from biological databases
3 versions - Latest release: about 4 years ago - 1 dependent repositories - 23 downloads last month - 6 stars on GitHub - 1 maintainer
Top 6.5% on pypi.org
nfstream 6.5.3 ๐Ÿ’ฐ
A Flexible Network Data Analysis Framework
75 versions - Latest release: over 1 year ago - 6 dependent repositories - 6.37 thousand downloads last month - 1,008 stars on GitHub - 1 maintainer
django-tethne-client 0.2.7
Python client for django-tethne JSON API.
10 versions - Latest release: over 7 years ago - 1 dependent repositories - 19 downloads last month - 80 stars on GitHub - 1 maintainer
dynamite-nsm 1.1.4
DynamiteNSM is a lightweight, versatile network security monitor designed to make securing your n...
21 versions - Latest release: over 2 years ago - 1 dependent repositories - 187 downloads last month - 160 stars on GitHub - 1 maintainer
dynetworkx 0.4.1
DyNetworkX is a Python package for the study of dynamic network analysis.
8 versions - Latest release: almost 2 years ago - 1 dependent repositories - 94 downloads last month - 7 stars on GitHub - 2 maintainers
wifitx 0.5.0
Command line interface for testing wifi transmission speed
1 version - Latest release: over 6 years ago - 1 dependent repositories - 16 downloads last month - 1 stars on GitHub - 1 maintainer
findpi 1.1.7
Find pi's on the network faster than nmap!
17 versions - Latest release: over 3 years ago - 1 dependent repositories - 99 downloads last month - 12 stars on GitHub - 1 maintainer
epynet 0.1.1
Vitens EPANET 2.0 wrapper and utilities
5 versions - Latest release: over 5 years ago - 3 dependent repositories - 45 downloads last month - 32 stars on GitHub - 1 maintainer
fleutan 0.8
Fleutan - a scalable network flows and paths wielding lever
3 versions - Latest release: over 6 years ago - 1 dependent repositories - 20 downloads last month - 1 stars on GitHub - 1 maintainer
flownetwork 3.1.0
flownetwork Python project
18 versions - Latest release: about 6 years ago - 1 dependent repositories - 75 downloads last month - 28 stars on GitHub - 1 maintainer
flowproc 0.0.3
Python network flow processing collector and library
3 versions - Latest release: almost 5 years ago - 1 dependent repositories - 24 downloads last month - 0 stars on GitHub - 1 maintainer
bps-restpy 9.0.2
BreakingPoint REST API Python Wraper
4 versions - Latest release: over 4 years ago - 1 dependent repositories - 3.93 thousand downloads last month - 4 stars on GitHub - 1 maintainer
hnet 1.2.3 ๐Ÿ’ฐ
Graphical Hypergeometric Networks
29 versions - Latest release: 7 months ago - 1 dependent repositories - 205 downloads last month - 21 stars on GitHub - 1 maintainer
Top 8.4% on pypi.org
honeypots 0.65 ๐Ÿ’ฐ
30 different honeypots in one package! (dhcp, dns, elastic, ftp, http proxy, https proxy, http, h...
59 versions - Latest release: 4 months ago - 1 dependent repositories - 70.1 thousand downloads last month - 509 stars on GitHub - 1 maintainer
ifaceinfo 0.2.1
python class that return networks informations (linux OS) in json/dict format.
5 versions - Latest release: about 6 years ago - 1 dependent repositories - 16 downloads last month - 1 stars on GitHub - 1 maintainer
imagenetwork 0.1
Create networks of N dimensional binary images for analysis.
1 version - Latest release: almost 4 years ago - 1 dependent repositories - 7 downloads last month - 2 stars on GitHub - 1 maintainer
mappings 0.1.0
Mapping and Analysis of Phosphorylation Pathways Identified through Network/Graph Signalling
4 versions - Latest release: over 2 years ago - 5 dependent repositories - 51 downloads last month - 1 stars on GitHub - 1 maintainer
mossspider 0.0.3
Targeted maximum likelihood estimation for network-dependent data
3 versions - Latest release: about 2 years ago - 1 dependent repositories - 14 downloads last month - 1 stars on GitHub - 1 maintainer
multiplexcd 1.1
Functions to peform multiplex community detection
2 versions - Latest release: almost 7 years ago - 1 dependent repositories - 8 downloads last month - 6 stars on GitHub - 1 maintainer
p0f 1.0.0
API client for p0f3
4 versions - Latest release: over 9 years ago - 8 dependent repositories - 51 downloads last month - 13 stars on GitHub - 1 maintainer
packetanalysis 1.1.0
This package prints and sniffs the packets.
8 versions - Latest release: over 2 years ago - 1 dependent repositories - 33 downloads last month - 1 stars on GitHub - 1 maintainer
honeypots-7 0.7 removed
25 different honeypots in a single pypi package! (dns, ftp, httpproxy, http, https, imap, mysql, ...
1 version - Latest release: almost 2 years ago - 232 stars on GitHub
honebri 3 removed
30 different honeypots in one package! (dhcp, dns, elastic, ftp, http proxy, https proxy, http, h...
1 version - Latest release: 5 months ago - 498 stars on GitHub - 1 maintainer
poseidon-api 0.18.2
RESTful API for querying Poseidon
25 versions - Latest release: over 1 year ago - 1 dependent repositories - 37 downloads last month - 407 stars on GitHub - 1 maintainer
poseidonml 0.3.2
A utility package for extracting and analyzing features in network traffic.
24 versions - Latest release: almost 5 years ago - 1 dependent repositories - 70 downloads last month - 114 stars on GitHub - 1 maintainer
pygohome 0.2.1
A 100% personal route optimizer in a known environment based on experience.
2 versions - Latest release: over 3 years ago - 1 dependent repositories - 33 downloads last month - 32 stars on GitHub - 1 maintainer
pyportscanner 0.3.2
Port Scanner for Python3+
3 versions - Latest release: over 5 years ago - 1 dependent repositories - 50 downloads last month - 23 stars on GitHub - 1 maintainer
noesis 0.2.8
An open source framework for network data mining that provides a large collection of network anal...
3 versions - Latest release: over 5 years ago - 1 dependent repositories - 31 downloads last month - 2 stars on GitHub - 1 maintainer
suzieq 0.22.0
A framework and application for network observability
41 versions - Latest release: 4 months ago - 1.42 thousand downloads last month - 744 stars on GitHub - 1 maintainer
git2net 1.7.1
An OpenSource Python package for the extraction of fine-grained and time-stamped co-editing netwo...
48 versions - Latest release: 10 months ago - 4 dependent repositories - 669 downloads last month - 52 stars on GitHub - 1 maintainer
python-modularity-maximization 0.0.1
Community detection using Newman spectral methods to maximize modularity
6 versions - Latest release: about 7 years ago - 1 dependent repositories - 145 downloads last month - 45 stars on GitHub - 1 maintainer
Top 8.0% on pypi.org
pathpy 2.2.0
An OpenSource python package for the analysis and visualisation of time series data on complex ne...
3 versions - Latest release: over 4 years ago - 3 dependent repositories - 478 downloads last month - 138 stars on GitHub - 1 maintainer
qda 0.0.2
A tool for quantitatively measuring the discursive similarity between bodies of text.
2 versions - Latest release: over 1 year ago - 1 dependent repositories - 47 downloads last month - 10 stars on GitHub - 1 maintainer
rdyn 0.3.1
Graph benchmark handling community dynamics
3 versions - Latest release: over 6 years ago - 1 dependent repositories - 48 downloads last month - 20 stars on GitHub - 1 maintainer
researchhelper 0.1.7
A repository of useful functions supporting research.
8 versions - Latest release: over 2 years ago - 1 dependent repositories - 67 downloads last month - 0 stars on GitHub - 1 maintainer
Related Keywords
python 67 network 43 graph 27 security 18 python3 17 pypi-package 17 pypi 16 honeypots 15 malware-analysis 15 monitoring-tool 15 honeypot 15 emulator 15 twisted 15 machine-learning 15 credentials 15 networkx 14 network-monitoring 12 graph-theory 11 complex-networks 11 network-security 11 pcap 11 networking 10 graph-algorithms 10 graphs 9 network analysis 9 automation 8 networks 8 visualization 8 community-detection 8 scapy 8 hacktoberfest 8 analysis 7 network-visualization 7 dynamic-networks 6 security-tools 6 data-science 6 research 5 data mining 5 network-traffic-classification 5 network-traffic 5 network-forensics 5 network-science 5 network-programming 5 igraph 5 data-mining 5 modeling 4 clustering 4 bioinformatics 4 temporal-networks 4 network-discovery 4 machine learning 4 artificial intelligence 4 orange 4 clique 4 linux 4 packet-analyser 4 packet-capture 4 openstreetmap 4 docker 4 spatial-analysis 4 traffic-analysis 4 community-discovery 3 network layout 3 network visualization 3 network-biology 3 orange3 add-on 3 information-theory 3 infomap 3 hacking 3 software-defined-network 3 sdn-controller 3 sdn 3 pcap-files 3 pcap-analyzer 3 nmap 3 clustering-algorithm 3 network-traffic-capture 3 map-equation 3 faucet 3 network-graph 3 command-line-tool 3 cybersecurity 3 os-detection 3 bibliometrics 3 nlp 3 monitoring 3 natural-language-processing 3 portscanner 3 pentesting 3 penetration-testing 3 link-prediction 3 gis 3 geospatial 3 urban-planning 3 sql 3 aplbrain 3 mining 3 data-analysis 3 p0f 3 graph-database 3