Keywords of Python packages on PyPI

There are a total of 49,234 packages in our database. 32,187 (65.38%) of them have no keywords. The 17,047 (34.62%) that have keywords are split as follows: There are 10,740 (63.0%) packages with comma separated keywords and there are 6,307 (37.0%) packages with keywords without comma which are probably space separated keywords.

Some of the keywords appear in more than one case. For example there are packages with "JSON" and other packages with "json" as a keyword. In our statistics we have merged these keywords to be always lowercase.

Total number of keywords: 74,375. Number of unique keywords: 23,481

1,647	python
662	api
446	django
364	sdk
328	data
323	machine learning
294	jupyter
241	cli
225	nlp
213	automation
209	deep learning
208	client
207	development
205	mypy
198	type-annotations
198	pytorch
197	autocomplete
196	typeshed
193	boto3-stubs
190	ai
187	testing
186	web
176	learning
174	json
172	alibabacloud
169	openapi
168	rest
166	topsis
161	database
158	security
149	asyncio
149	tensorflow
147	framework
137	parser
134	huaweicloud
134	pandas
134	machine
132	machine-learning
131	aws
131	test
129	library
129	bioinformatics
128	cloud
126	boto3
123	video
118	plugin
112	bot
111	optimization
111	analysis
110	python3
110	wrapper
109	async
106	ipython
106	server
103	ethereum
103	visualization
103	jupyterlab
102	markdown
101	ml
101	terminal
98	deep-learning
98	statistics
98	simulation
98	graph
97	pip
97	language
97	text
97	plone
96	pytest
95	pulumi
95	gui
94	tools
94	numpy
94	network
93	science
93	image
92	notebook
89	flask
89	configuration
89	sql
88	html
86	widgets
85	micropython
85	stream
85	documentation
85	openapi-generator
84	blockchain
83
83	azure
82	utilities
80	git
79	astronomy
79	artificial intelligence
78	fastapi
77	aiobotocore
77	package
77	finance
77	http
76	sockets
76	swagger
74	computer vision
74	selenium
74	search
74	logging
74	nbdev
73	pdf
73	generator
73	validation
72	quantum
72	file
72	data science
71	dataframe
70	telegram
70	trading
70	yaml
70	windows
69	audio
69	tool
68	pyobjc
68	circuitpython
68	model
68	utils
68	utility
67	email
65	discord
65	sphinx
64	adafruit
64	pypi
64	py2
63	config
62	style
62	schema
62	color
61	aliyun
61	translate
61	sqlalchemy
61	distributed
60	nvidia
58	camera stream
58	packaging
57	modeling
57	video stream
57	google
57	application
56	nonebot
56	gis
56	crypto
55	metadata
55	template
55	shell
55	jupyterlab3
55	math
54	workflow
54	research
53	azure sdk
53	antchain
53	transform
53	mkdocs
53	csv
53	environment
53	inference
53	time
53	console
52	analytics
51	calculator
51	project
51	cuda
51	game
51	dict
50	deep
49	vision
49	music
49	download
49	physics
48	interactive
48	monitoring
47	platform
47	stix
47	parsing
46	nonebot2
46	pipeline
45	machinelearning
45	data-science
45	orm
45	docker
45	xml
44	neuroscience
44	management
44	requests
44	authentication
44	zope
44	log
44	cache
43	transmit
43	datasource
43	extension
42	pyramid
42	cryptography
42	linux
41	data mining
41	quantum computing
41	bitcoin
41	natural language processing
41	setuptools
41	kubernetes
41	robot
41	localization
40	github
40	mlops
40	widget
39	blinka
39	wsgi
39	mathematics
39	jax
39	manager
39	cryptocurrency
39	matplotlib
39	example
39	ckan
39	elt
39	workflows
39	redis
39	flake8
39	tree
38	pydantic
38	iot
38	spark
38	mongodb
38	biology
38	parallel
37	amazon
37	reinforcement learning
37	cms
37	reinforcement-learning
37	scraper
37	processing
37	scientific
37	runtime
37	serialization
37	decorator
36	mcdm
36	postgres
36	android
36	ak
36	robotics
36	simulator
36	models
36	ssh
35	hardware
35	peek
35	converter
35	ocr
35	first package
35	plot
35	robotframework
35	imaging
35	build
35	scraping
35	transformers
34	pyats
34	synerty
34	productivity
34	javascript
34	gpu
34	sqlite
34	system
34	orchestration
34	engineering
34	plugins
34	storage
34	parse
34	unittest
34	genomics
33	rust
33	postgresql
33	dataset
33	astrophysics
33	bayesian
33	sound
33	mysql
33	command
33	unicode
32	files
32	rubika
32	quant
32	datasets
32	software
32	theme
32	graphql
32	transformer
32	colour
32	conversion
32	classification
32	itk
31	opencv
31	s3
31	chat
31	etl
31	twitter
31	interface
31	proxy
31	3d
31	airflow
30	series
30	dependency
30	python tutorial
30	neural
30	images
30	random
30	typing
30	detection
30	mesh
30	tensor
30	oauth
30	convert
30	excel
29	language pack
29	torch
29	poetry
29	invenio
29	plotting
29	speech
29	chemistry
29	youtube
29	simple
29	table
29	dictionary
29	geometry
29	auth
28	service
28	aiohttp
28	app
28	list
28	quantitative
28	encryption
28	compression
28	time-series
28	driver
28	linguistics
28	event
28	c++
28	keras
28	string
28	css
28	networking
28	metrics
28	rpc
27	image-processing
27	remote
27	qt
27	forecasting
27	password
27	import
27	cross-platform
27	networks
27	annotation
27	interpreter
27	ffmpeg
27	medical
27	url
27	print
27	tests
27	hash
27	data analysis
26	svg
26	geospatial
26	mp3
26	format
26	code
26	performance
26	linter
25	cv
25	minecraft
25	voice
25	neural network
25	mock
25	translation
25	exchange
25	queue
25	graphics
25	evaluation
25	node
25	filter
25	ansi
25	insighttoolkit
24	scipion
24	serverless
24	investment
24	control
24	structure
24	debugging
24	home
24	ui
24	time series
24	animation
24	tkinter
24	automatic
23	mcda
23	automl
23	stock
23	mqtt
23	db
23	energy
23	version
23	hpc
23	prefect
23	microsoft
23	formatter
23	admin
23	binary
23	multiprocessing
23	segmentation
22	tiet
22	scipion-3.0
22	integration
22	arithmetic
22	quality
22	rl
22	downloader
22	python2
22	raster
22	c
22	category/cloud
22	name
22	cv2
22	scikit-learn
22	png
22	scheduler
22	query
22	websocket
22	ibm
22	coverage
21	functions
21	backup
21	camera
21	hdf5
21	design
21	weather
21	prometheus
21	fast
21	regex
21	asgi
21	matrix
21	clinical trials
21	clinicedc
21	dicom
21	messaging
21	tryton
21	report
21	tts
21	clustering
21	word
20	cisco
20	rdt
20	sms
20	dynamics
20	spacy
20	helper
20	openai
20	archive
20	helpers
20	macos
20	stocks
20	ios
20	jinja2
20	ontology
20	settings
20	media
20	neural networks
20	epub
20	preprocessing
20	education
20	nested
20	date
20	rdf
20	compatibility
20	browser
20	ast
20	process
20	argparse
20	user
20	memory
20	py.test
19	large_image
19	object-detection
19	pluggy
19	desktop
19	monitor
19	malware
19	computer-vision
19	mongo
19	toolkit
19	algotrading
19	gym
19	grpc
19	raspberrypi
19	open source
19	qq
19	devops
19	verification
19	check
19	lambda
19	latex
19	cookiecutter
19	generation
19	dns
19	form
19	debug
19	object detection
19	filesystem
19	validator
19	path
19	tracking
19	datascience
19	protobuf
19	onnx
19	rabbitmq
19	regression
19	meteorology
19	datetime
19	signal
18	typosquatting
18	stac
18	pygame
18	lint
18	web3
18	pyrdt
18	reshapedata
18	pyams
18	engine
18	dependencies
18	elasticsearch
18	bert
18	virtual
18	socket
18	social
18	chatbot
18	ansible
18	probability
18	solar
18	keywords
18	asynchronous
18	sample
18	display
18	open
18	spatial
18	task
18	formatting
18	dynamic
18	programming
18	function
18	dataclasses
18	climate
18	kafka
18	mail
18	io
18	discovery
18	ascii
18	colors
18	functional
18	restructuredtext
18	dask
17	ovos
17	embedding
17	big data
17	core
17	websockets
17	ffmpge
17	pynacl
17	accounting
17	privacy
17	quantization
17	eeg
17	backend
17	reader
17	input
17	deployment
17	authorization
17	reinforcement
17	synchronization
17	bridge
17	tui
17	investing
17	util
17	request
17	protein
17	cython
17	timer
17	dataclass
17	middleware
17	qiskit
17	calendar
17	merge
17	wikipedia
17	distance
17	text mining
17	neuroimaging
17	command line
17	mapping
17	container
17	protocol
17	easy
17	agent
17	alignment
17	diff
17	progressbar
17	logger
16	tile source
16	ucs654
16	cryo-em
16	dynamodb
16	yolov5
16	nonebot_plugin
16	pynalc
16	resolver
16	restful
16	dashboard
16	cluster
16	attention mechanism
16	xlsx
16	battery
16	auto
16	profiling
16	script
16	bdd
16	serial
16	deeplearning
16	oauth2
16	docs
16	hydrology
16	algorithm
16	drf
16	debugger
16	deserialization
16	message
16	reporting
16	snowflake
16	token
16	content
16	env
16	bash
16	directory
16	rst
16	numbers
15	rpa
15	structural-biology
15	statistical analysis
15	mobile
15	intelligence
15	vector
15	array
15	area
15	microservice
15	developer-tools
15	saas
15	logs
15	tax
15	lsst
15	gcp
15	eda
15	crawler
15	dbt
15	pillow
15	compiler
15	image-classification
15	celery
15	bioexcel
15	gitlab
15	financial
15	adb
15	encoding
15	domain
15	sqlite3
15	asr
15	wallet
15	gps
15	module
15	builder
15	ci
15	editor
15	connect
15	embedded
15	distribution
15	sequencing
15	fitting
15	ssl
15	forecast
15	slack
15	tokenizer
15	power
15	scipy
15	i18n
14	g42cloud
14	healthcare
14	colorama
14	electron-microscopy
14	pulp
14	mtproto
14	payments
14	pi-top
14	online
14	sequence
14	trade
14	tutorial
14	automated
14	feature
14	brain
14	training
14	sync
14	messenger
14	football
14	pyspark
14	for
14	btc
14	hep
14	ldap
14	image processing
14	huggingface
14	sbom
14	screenshot
14	connector
14	plotly
14	binance
14	ladybug-tools
14	architecture
14	generate
14	text-to-speech
14	timeseries
14	jpg
14	ebook
14	cmake
14	space
14	computing
14	line
14	pylint
14	qa
14	maps
14	logic
14	requirements
14	streaming
14	oracle
14	repository
14	map
14	iterator
14	export
14	fastai
14	trio
14	maths
14	iso
14	currency
13	genie
13	grimoirelab
13	pulp 3 api
13	pulpcore
13	yolov7
13	games
13	lab
13	synthesis
13	nosql
13	hacking
13	ranking
13	calibration
13	lusid
13	finbourne
13	decoder
13	tracker
13	honeybee
13	scan
13	semantic
13	units
13	scrape
13	edx
13	website
13	dna
13	natural-language-processing
13	wiki
13	bilibili
13	audit
13	qqbot
13	fedora
13	command-line
13	md
13	aes
13	subtitles
13	starlette
13	common
13	steam
13	cheminformatics
13	bigquery
13	some
13	bluetooth
13	pyqt
13	usb
13	rss
13	feed
13	atom
13	jpeg
13	networkx
13	systems
13	clip
13	pattern
13	layout
13	options
13	ctypes
13	connectors
13	login
13	collection
13	index
13	syntax
13	annotations
13	cron
13	subprocess
13	visualisation
13	events
13	type
13	graphs
13	static
13	retry
13	progress
13	xls
13	execution
12	upload
12	cli-app
12	databricks
12	xarray
12	satellite
12	experiment
12	netbox
12	catalog
12	stubs
12	gpt
12	viewer
12	types
12	document
12	streamlit
12	planning
12	write
12	symbolic
12	custom
12	component
12	geophysics
12	soccer
12	tiktok
12	signal processing
12	seismology
12	homeassistant
12	pil
12	modelling
12	lib
12	led
12	barcode
12	appium
12	eth
12	tasks
12	live
12	neural-search
12	facebook
12	discord.py
12	stats
12	ode
12	sensors
12	tracing
12	risk
12	tornado
12	backtesting
12	views
12	recognition
12	tcp
12	mining
12	response
12	encode
12	opengl
12	nautobot
12	create
12	microscopy
12	local
12	error
12	extensions
12	tiff
12	environments
12	forms
12	prediction
12	odoo
12	profile
12	order
12	ini
12	testautomation
12	unit
12	dsp
12	chinese
12	dag
12	pipelines
12	checker
12	lazy
12	light
12	amqp
12	oceanography
12	scientific computing
12	jwt
12	transfer
12	toml
12	serving
12	pickle
12	jsonschema
12	xplatform
12	crossplatform
12	versioning
12	decorators
12	spreadsheet
11	scanner
11	experiments
11	displayio
11	imageprocessing
11	forge
11	legal
11	equipment
11	samadi
11	status
11	track
11	cad
11	hello
11	flatten
11	sort
11	face
11	toolbox
11	gateway
11	pymongo
11	services
11	translator
11	yandex
11	dft
11	flywheel
11	clickhouse
11	beancount
11	netconf
11	assistant
11	2d
11	chatgpt
11	dispatch
11	operators
11	microsimulation
11	benefit
11	rgb
11	read
11	webdriver
11	pyo3
11	cancer
11	business
11	extraction
11	infrastructure
11	https
11	timeout
11	reddit
11	release
11	oop
11	pyside6
11	license
11	factset
11	videos
11	httpx
11	faker
11	todo
11	to
11	transliteration
11	spotify
11	hierarchical
11	algorithms
11	object
11	coordinates
11	update
11	and
11	meaningfull
11	anime
11	gpio
11	i2c
11	numerical
11	scale
11	field
11	wxpython
11	chromedriver
11	chrome
11	distutils
11	parameters
11	sso
11	feature selection
11	access
11	registration
11	ngs
11	movie
11	macrometa
11	caching
11	sklearn
11	scheduling
11	click
11	smart
11	xai
11	marshmallow
11	commandline
11	free
11	thread
11	sparse
11	threading
10	prescriptive analytics
10	spyder
10	smtp
10	markov-decision-processes
10	markov-games
10	cyber-security
10	quantum error correction
10	quantum circuits
10	quantum algorithms
10	srt
10	mass spectrometry
10	adi
10	stactools
10	sparsity
10	ate
10	gaussian-processes
10	benchmarking
10	decision
10	quantum control
10	qctrl
10	q-ctrl
10	captcha
10	portfolio
10	machine_learning
10	blog
10	bots
10	electrophysiology
10	solver
10	daylight
10	radiance
10	production
10	mastodon
10	nexus
10	frequency
10	owl
10	numba
10	avi upadhyay
10	extractor
10	gas
10	home automation
10	timing
10	pubsub
10	measurement
10	morphology
10	wagtail
10	realtime
10	notifications
10	rank
10	folder
10	docx
10	jina
10	openshift
10	wcs
10	telnet
10	panel
10	strategy
10	forex
10	modbus
10	ble
10	identity
10	benchmark
10	jira
10	evm
10	recaptcha
10	migration
10	backtest
10	emoji
10	data-analysis
10	packages
10	polygon
10	cardano
10	docstrings
10	sampling
10	synthetic
10	declarative
10	strings
10	fuzzing
10	ros
10	slurm
10	erp
10	cosmology
10	controller
10	arrow
10	environment variables
10	ncurses
10	curses
10	probabilistic
10	output
10	graphene
10	tls
10	art
10	get
10	linting
10	commands
10	migrations
10	backport
10	marshal
10	galaxy
10	plots
10	netcdf
10	java
10	cffi
10	profiler
10	lock
10	generic
10	functools
10	rate
10	nlu
9	semiconductor
9	kiara
9	surname
9	webscraping
9	qudit
9	qubit
9	quantum sensing
9	quantum fundamentals
9	quantum firmware
9	quantum engineering
9	quantum control theory
9	quantum control software
9	quantum coding software
9	quantum coding
9	qcontrol
9	q-control
9	q ctrl
9	q control
9	open controls
9	nisq
9	fire opal
9	boulder opal
9	black opal
9	neural-network
9	textual
9	psychology
9	clean
9	secrets
9	cryoem
9	redshift
9	cryptocurrencies
9	spectra
9	pruning
9	threat
9	cyber
9	nemo
9	pylons
9	spectrum
9	data processing
9	netbox-plugin
9	developergautam
9	source
9	web-scraping
9	labeling
9	detector
9	diagram
9	cybersecurity
9	fpga
9	cloudformation
9	gnss
9	screen
9	zip
9	fit
9	base
9	geo
9	metabolomics
9	rubikalib
9	instrumentation
9	digital
9	gtk
9	asset
9	book
9	ip
9	datadog
9	ide
9	isolated
9	sensor
9	site
9	edit
9	data engineering
9	sagemaker
9	computer
9	gaussian
9	verilog
9	tagging
9	trie
9	routing
9	mediawiki
9	reports
9	none
9	speech recognition
9	extract
9	dataflow
9	spectroscopy
9	basic
9	cmf
9	banking
9	news
9	aio
9	graia
9	validate
9	money
9	transport
9	docstring
9	keyword
9	link
9	midi
9	manga
9	make
9	scripts
9	speech synthesis
9	nautobot-plugin
9	vtk
9	eos
9	ecdsa
9	modules
9	ftp
9	markdown-it
9	tensorboard
9	case
9	canada
9	dsl
9	nft
9	editing
9	differentiation
9	communication
9	evolution
9	encrypt
9	offline
9	gif
9	filtering
9	text analysis
9	schedule
9	webhook
9	pki
9	marshalling
9	gene
9	mpi
9	font
9	tokenization
9	result
9	mac
9	menu
9	dot
9	graphviz
9	ipc
9	vim
9	avro
9	itertools
9	patch
9	pep8
9	keyboard
9	qrcode
8	geospatial-processing
8	earth-observation
8	cyclonedx
8	spdx
8	lidar
8	platon
8	reproducibility
8	updater
8	gettext
8	fhir
8	ocp
8	single cell
8	juniper
8	cse
8	resnet
8	seismic
8	rest api
8	authentic data
8	secure attribution
8	microservices
8	batch
8	store
8	arista
8	pystac
8	changelog
8	lookup
8	js
8	automate
8	apply
8	a
8	aspose
8	devsecops
8	mobio
8	vscode
8	keys
8	hgvs
8	gc
8	react
8	api-wrapper
8	prices
8	defi
8	traffic
8	cocoa
8	hatch
8	tmux
8	registry
8	mercurial
8	fairness
8	bindings
8	junos
8	tvb
8	scoring
8	tendril
8	similarity
8	fem
8	vulnerability
8	obsidian
8	radio
8	levenshtein
8	optimizer
8	asyncpg
8	tfx
8	transformation
8	air
8	ecs
8	properties
8	group
8	persistent
8	rendering
8	real-time
8	score
8	codegen
8	systems biology
8	text analytics
8	ioc
8	instagram
8	open-data
8	augmentation
8	ogc
8	sca
8	payment
8	remote sensing
8	feature engineering
8	developer
8	setup
8	molecular dynamics
8	loader
8	review
8	optics
8	layer
8	bson
8	artificial-intelligence
8	neural-networks
8	os
8	market
8	di
8	twisted
8	topology
8	components
8	mouse
8	fields
8	composition
8	functional programming
8	resize
8	bibtex
8	uuid
8	databases
8	rpm
8	nasa
8	dash
8	autodoc
8	high-performance computing
8	building
8	job
8	encoder
8	signature
8	fuzz
8	ctf
8	timestamp
8	linear programming
8	data structure
8	unix
8	decrypt
8	raw
8	tap
8	tsv
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1	magicmirror-package-manager
1	starlark
1	aryan
1	ya
1	ya_music_rnd
1	yandex_rnd
1	restful api
1	flux framework
1	argon2
1	berserk-downstream
1	viswaternet
1	lorre
1	trading 212
1	schwab
1	capital gain
1	initialization
1	open government
1	civic technology
1	block diagram
1	102003643
1	multi-criteria decision making
1	best model
1	thunar
1	102003634
1	handyhelpers
1	rlenv
1	feed aggregator
1	feed reader
1	web feed
1	json feed
1	flask"
1	"text
1	twinfield
1	point-of-sale
1	multi-task learning
1	gcil
1	gitlab-ci
1	smart contract
1	twitter_sentiment
1	twitter_scraper
1	tweets
1	ingestor
1	python topsis
1	diptesh mohanta
1	ml_logger
1	ats
1	spectral
1	shabrozkaur
1	summarize
1	hangman
1	mittal
1	ganesh
1	102003647
1	dyools
1	computed tomography
1	ranking algorithm
1	102017034
1	102017171
1	homewizard_climate_ws
1	fascinating concept
1	easy to use
1	vrc
1	vrchatapi
1	vrchat
1	interactive environments
1	multiple criteria decision
1	102017029
1	sieve
1	hassh
1	fusionsolutions
1	solutions
1	semi-supervised-learning
1	steam community
1	jet-stream
1	impacts
1	multipledecision
1	multicriteria
1	black-box optimization
1	preference-based optimization
1	lcgtools
1	figma
1	drag-and-drop
1	data lake
1	md5 checksum
1	file handling
1	stockmarket
1	bearish
1	bullish
1	nvd
1	nnviz