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

1,647python
662api
446django
364sdk
328data
323machine learning
294jupyter
241cli
225nlp
213automation
209deep learning
208client
207development
205mypy
198type-annotations
198pytorch
197autocomplete
196typeshed
193boto3-stubs
190ai
187testing
186web
176learning
174json
172alibabacloud
169openapi
168rest
166topsis
161database
158security
149asyncio
149tensorflow
147framework
137parser
134huaweicloud
134pandas
134machine
132machine-learning
131aws
131test
129library
129bioinformatics
128cloud
126boto3
123video
118plugin
112bot
111optimization
111analysis
110python3
110wrapper
109async
106ipython
106server
103ethereum
103visualization
103jupyterlab
102markdown
101ml
101terminal
98deep-learning
98statistics
98simulation
98graph
97pip
97language
97text
97plone
96pytest
95pulumi
95gui
94tools
94numpy
94network
93science
93image
92notebook
89flask
89configuration
89sql
88html
86widgets
85micropython
85stream
85documentation
85openapi-generator
84blockchain
83
83azure
82utilities
80git
79astronomy
79artificial intelligence
78fastapi
77aiobotocore
77package
77finance
77http
76sockets
76swagger
74computer vision
74selenium
74search
74logging
74nbdev
73pdf
73generator
73validation
72quantum
72file
72data science
71dataframe
70telegram
70trading
70yaml
70windows
69audio
69tool
68pyobjc
68circuitpython
68model
68utils
68utility
67email
65discord
65sphinx
64adafruit
64pypi
64py2
63config
62style
62schema
62color
61aliyun
61translate
61sqlalchemy
61distributed
60nvidia
58camera stream
58packaging
57modeling
57video stream
57google
57application
56nonebot
56gis
56crypto
55metadata
55template
55shell
55jupyterlab3
55math
54workflow
54research
53azure sdk
53antchain
53transform
53mkdocs
53csv
53environment
53inference
53time
53console
52analytics
51calculator
51project
51cuda
51game
51dict
50deep
49vision
49music
49download
49physics
48interactive
48monitoring
47platform
47stix
47parsing
46nonebot2
46pipeline
45machinelearning
45data-science
45orm
45docker
45xml
44neuroscience
44management
44requests
44authentication
44zope
44log
44cache
43transmit
43datasource
43extension
42pyramid
42cryptography
42linux
41data mining
41quantum computing
41bitcoin
41natural language processing
41setuptools
41kubernetes
41robot
41localization
40github
40mlops
40widget
39blinka
39wsgi
39mathematics
39jax
39manager
39cryptocurrency
39matplotlib
39example
39ckan
39elt
39workflows
39redis
39flake8
39tree
38pydantic
38iot
38spark
38mongodb
38biology
38parallel
37amazon
37reinforcement learning
37cms
37reinforcement-learning
37scraper
37processing
37scientific
37runtime
37serialization
37decorator
36mcdm
36postgres
36android
36ak
36robotics
36simulator
36models
36ssh
35hardware
35peek
35converter
35ocr
35first package
35plot
35robotframework
35imaging
35build
35scraping
35transformers
34pyats
34synerty
34productivity
34javascript
34gpu
34sqlite
34system
34orchestration
34engineering
34plugins
34storage
34parse
34unittest
34genomics
33rust
33postgresql
33dataset
33astrophysics
33bayesian
33sound
33mysql
33command
33unicode
32files
32rubika
32quant
32datasets
32software
32theme
32graphql
32transformer
32colour
32conversion
32classification
32itk
31opencv
31s3
31chat
31etl
31twitter
31interface
31proxy
313d
31airflow
30series
30dependency
30python tutorial
30neural
30images
30random
30typing
30detection
30mesh
30tensor
30oauth
30convert
30excel
29language pack
29torch
29poetry
29invenio
29plotting
29speech
29chemistry
29youtube
29simple
29table
29dictionary
29geometry
29auth
28service
28aiohttp
28app
28list
28quantitative
28encryption
28compression
28time-series
28driver
28linguistics
28event
28c++
28keras
28string
28css
28networking
28metrics
28rpc
27image-processing
27remote
27qt
27forecasting
27password
27import
27cross-platform
27networks
27annotation
27interpreter
27ffmpeg
27medical
27url
27print
27tests
27hash
27data analysis
26svg
26geospatial
26mp3
26format
26code
26performance
26linter
25cv
25minecraft
25voice
25neural network
25mock
25translation
25exchange
25queue
25graphics
25evaluation
25node
25filter
25ansi
25insighttoolkit
24scipion
24serverless
24investment
24control
24structure
24debugging
24home
24ui
24time series
24animation
24tkinter
24automatic
23mcda
23automl
23stock
23mqtt
23db
23energy
23version
23hpc
23prefect
23microsoft
23formatter
23admin
23binary
23multiprocessing
23segmentation
22tiet
22scipion-3.0
22integration
22arithmetic
22quality
22rl
22downloader
22python2
22raster
22c
22category/cloud
22name
22cv2
22scikit-learn
22png
22scheduler
22query
22websocket
22ibm
22coverage
21functions
21backup
21camera
21hdf5
21design
21weather
21prometheus
21fast
21regex
21asgi
21matrix
21clinical trials
21clinicedc
21dicom
21messaging
21tryton
21report
21tts
21clustering
21word
20cisco
20rdt
20sms
20dynamics
20spacy
20helper
20openai
20archive
20helpers
20macos
20stocks
20ios
20jinja2
20ontology
20settings
20media
20neural networks
20epub
20preprocessing
20education
20nested
20date
20rdf
20compatibility
20browser
20ast
20process
20argparse
20user
20memory
20py.test
19large_image
19object-detection
19pluggy
19desktop
19monitor
19malware
19computer-vision
19mongo
19toolkit
19algotrading
19gym
19grpc
19raspberrypi
19open source
19qq
19devops
19verification
19check
19lambda
19latex
19cookiecutter
19generation
19dns
19form
19debug
19object detection
19filesystem
19validator
19path
19tracking
19datascience
19protobuf
19onnx
19rabbitmq
19regression
19meteorology
19datetime
19signal
18typosquatting
18stac
18pygame
18lint
18web3
18pyrdt
18reshapedata
18pyams
18engine
18dependencies
18elasticsearch
18bert
18virtual
18socket
18social
18chatbot
18ansible
18probability
18solar
18keywords
18asynchronous
18sample
18display
18open
18spatial
18task
18formatting
18dynamic
18programming
18function
18dataclasses
18climate
18kafka
18mail
18io
18discovery
18ascii
18colors
18functional
18restructuredtext
18dask
17ovos
17embedding
17big data
17core
17websockets
17ffmpge
17pynacl
17accounting
17privacy
17quantization
17eeg
17backend
17reader
17input
17deployment
17authorization
17reinforcement
17synchronization
17bridge
17tui
17investing
17util
17request
17protein
17cython
17timer
17dataclass
17middleware
17qiskit
17calendar
17merge
17wikipedia
17distance
17text mining
17neuroimaging
17command line
17mapping
17container
17protocol
17easy
17agent
17alignment
17diff
17progressbar
17logger
16tile source
16ucs654
16cryo-em
16dynamodb
16yolov5
16nonebot_plugin
16pynalc
16resolver
16restful
16dashboard
16cluster
16attention mechanism
16xlsx
16battery
16auto
16profiling
16script
16bdd
16serial
16deeplearning
16oauth2
16docs
16hydrology
16algorithm
16drf
16debugger
16deserialization
16message
16reporting
16snowflake
16token
16content
16env
16bash
16directory
16rst
16numbers
15rpa
15structural-biology
15statistical analysis
15mobile
15intelligence
15vector
15array
15area
15microservice
15developer-tools
15saas
15logs
15tax
15lsst
15gcp
15eda
15crawler
15dbt
15pillow
15compiler
15image-classification
15celery
15bioexcel
15gitlab
15financial
15adb
15encoding
15domain
15sqlite3
15asr
15wallet
15gps
15module
15builder
15ci
15editor
15connect
15embedded
15distribution
15sequencing
15fitting
15ssl
15forecast
15slack
15tokenizer
15power
15scipy
15i18n
14g42cloud
14healthcare
14colorama
14electron-microscopy
14pulp
14mtproto
14payments
14pi-top
14online
14sequence
14trade
14tutorial
14automated
14feature
14brain
14training
14sync
14messenger
14football
14pyspark
14for
14btc
14hep
14ldap
14image processing
14huggingface
14sbom
14screenshot
14connector
14plotly
14binance
14ladybug-tools
14architecture
14generate
14text-to-speech
14timeseries
14jpg
14ebook
14cmake
14space
14computing
14line
14pylint
14qa
14maps
14logic
14requirements
14streaming
14oracle
14repository
14map
14iterator
14export
14fastai
14trio
14maths
14iso
14currency
13genie
13grimoirelab
13pulp 3 api
13pulpcore
13yolov7
13games
13lab
13synthesis
13nosql
13hacking
13ranking
13calibration
13lusid
13finbourne
13decoder
13tracker
13honeybee
13scan
13semantic
13units
13scrape
13edx
13website
13dna
13natural-language-processing
13wiki
13bilibili
13audit
13qqbot
13fedora
13command-line
13md
13aes
13subtitles
13starlette
13common
13steam
13cheminformatics
13bigquery
13some
13bluetooth
13pyqt
13usb
13rss
13feed
13atom
13jpeg
13networkx
13systems
13clip
13pattern
13layout
13options
13ctypes
13connectors
13login
13collection
13index
13syntax
13annotations
13cron
13subprocess
13visualisation
13events
13type
13graphs
13static
13retry
13progress
13xls
13execution
12upload
12cli-app
12databricks
12xarray
12satellite
12experiment
12netbox
12catalog
12stubs
12gpt
12viewer
12types
12document
12streamlit
12planning
12write
12symbolic
12custom
12component
12geophysics
12soccer
12tiktok
12signal processing
12seismology
12homeassistant
12pil
12modelling
12lib
12led
12barcode
12appium
12eth
12tasks
12live
12neural-search
12facebook
12discord.py
12stats
12ode
12sensors
12tracing
12risk
12tornado
12backtesting
12views
12recognition
12tcp
12mining
12response
12encode
12opengl
12nautobot
12create
12microscopy
12local
12error
12extensions
12tiff
12environments
12forms
12prediction
12odoo
12profile
12order
12ini
12testautomation
12unit
12dsp
12chinese
12dag
12pipelines
12checker
12lazy
12light
12amqp
12oceanography
12scientific computing
12jwt
12transfer
12toml
12serving
12pickle
12jsonschema
12xplatform
12crossplatform
12versioning
12decorators
12spreadsheet
11scanner
11experiments
11displayio
11imageprocessing
11forge
11legal
11equipment
11samadi
11status
11track
11cad
11hello
11flatten
11sort
11face
11toolbox
11gateway
11pymongo
11services
11translator
11yandex
11dft
11flywheel
11clickhouse
11beancount
11netconf
11assistant
112d
11chatgpt
11dispatch
11operators
11microsimulation
11benefit
11rgb
11read
11webdriver
11pyo3
11cancer
11business
11extraction
11infrastructure
11https
11timeout
11reddit
11release
11oop
11pyside6
11license
11factset
11videos
11httpx
11faker
11todo
11to
11transliteration
11spotify
11hierarchical
11algorithms
11object
11coordinates
11update
11and
11meaningfull
11anime
11gpio
11i2c
11numerical
11scale
11field
11wxpython
11chromedriver
11chrome
11distutils
11parameters
11sso
11feature selection
11access
11registration
11ngs
11movie
11macrometa
11caching
11sklearn
11scheduling
11click
11smart
11xai
11marshmallow
11commandline
11free
11thread
11sparse
11threading
10prescriptive analytics
10spyder
10smtp
10markov-decision-processes
10markov-games
10cyber-security
10quantum error correction
10quantum circuits
10quantum algorithms
10srt
10mass spectrometry
10adi
10stactools
10sparsity
10ate
10gaussian-processes
10benchmarking
10decision
10quantum control
10qctrl
10q-ctrl
10captcha
10portfolio
10machine_learning
10blog
10bots
10electrophysiology
10solver
10daylight
10radiance
10production
10mastodon
10nexus
10frequency
10owl
10numba
10avi upadhyay
10extractor
10gas
10home automation
10timing
10pubsub
10measurement
10morphology
10wagtail
10realtime
10notifications
10rank
10folder
10docx
10jina
10openshift
10wcs
10telnet
10panel
10strategy
10forex
10modbus
10ble
10identity
10benchmark
10jira
10evm
10recaptcha
10migration
10backtest
10emoji
10data-analysis
10packages
10polygon
10cardano
10docstrings
10sampling
10synthetic
10declarative
10strings
10fuzzing
10ros
10slurm
10erp
10cosmology
10controller
10arrow
10environment variables
10ncurses
10curses
10probabilistic
10output
10graphene
10tls
10art
10get
10linting
10commands
10migrations
10backport
10marshal
10galaxy
10plots
10netcdf
10java
10cffi
10profiler
10lock
10generic
10functools
10rate
10nlu
9semiconductor
9kiara
9surname
9webscraping
9qudit
9qubit
9quantum sensing
9quantum fundamentals
9quantum firmware
9quantum engineering
9quantum control theory
9quantum control software
9quantum coding software
9quantum coding
9qcontrol
9q-control
9q ctrl
9q control
9open controls
9nisq
9fire opal
9boulder opal
9black opal
9neural-network
9textual
9psychology
9clean
9secrets
9cryoem
9redshift
9cryptocurrencies
9spectra
9pruning
9threat
9cyber
9nemo
9pylons
9spectrum
9data processing
9netbox-plugin
9developergautam
9source
9web-scraping
9labeling
9detector
9diagram
9cybersecurity
9fpga
9cloudformation
9gnss
9screen
9zip
9fit
9base
9geo
9metabolomics
9rubikalib
9instrumentation
9digital
9gtk
9asset
9book
9ip
9datadog
9ide
9isolated
9sensor
9site
9edit
9data engineering
9sagemaker
9computer
9gaussian
9verilog
9tagging
9trie
9routing
9mediawiki
9reports
9none
9speech recognition
9extract
9dataflow
9spectroscopy
9basic
9cmf
9banking
9news
9aio
9graia
9validate
9money
9transport
9docstring
9keyword
9link
9midi
9manga
9make
9scripts
9speech synthesis
9nautobot-plugin
9vtk
9eos
9ecdsa
9modules
9ftp
9markdown-it
9tensorboard
9case
9canada
9dsl
9nft
9editing
9differentiation
9communication
9evolution
9encrypt
9offline
9gif
9filtering
9text analysis
9schedule
9webhook
9pki
9marshalling
9gene
9mpi
9font
9tokenization
9result
9mac
9menu
9dot
9graphviz
9ipc
9vim
9avro
9itertools
9patch
9pep8
9keyboard
9qrcode
8geospatial-processing
8earth-observation
8cyclonedx
8spdx
8lidar
8platon
8reproducibility
8updater
8gettext
8fhir
8ocp
8single cell
8juniper
8cse
8resnet
8seismic
8rest api
8authentic data
8secure attribution
8microservices
8batch
8store
8arista
8pystac
8changelog
8lookup
8js
8automate
8apply
8a
8aspose
8devsecops
8mobio
8vscode
8keys
8hgvs
8gc
8react
8api-wrapper
8prices
8defi
8traffic
8cocoa
8hatch
8tmux
8registry
8mercurial
8fairness
8bindings
8junos
8tvb
8scoring
8tendril
8similarity
8fem
8vulnerability
8obsidian
8radio
8levenshtein
8optimizer
8asyncpg
8tfx
8transformation
8air
8ecs
8properties
8group
8persistent
8rendering
8real-time
8score
8codegen
8systems biology
8text analytics
8ioc
8instagram
8open-data
8augmentation
8ogc
8sca
8payment
8remote sensing
8feature engineering
8developer
8setup
8molecular dynamics
8loader
8review
8optics
8layer
8bson
8artificial-intelligence
8neural-networks
8os
8market
8di
8twisted
8topology
8components
8mouse
8fields
8composition
8functional programming
8resize
8bibtex
8uuid
8databases
8rpm
8nasa
8dash
8autodoc
8high-performance computing
8building
8job
8encoder
8signature
8fuzz
8ctf
8timestamp
8linear programming
8data structure
8unix
8decrypt
8raw
8tap
8tsv
8djangorestframework
8normalization
8fuzzy
8variables
8pretty
8certificate
8checking
8prompt
8threads
8account
8apache
8single-cell
8timezone
8imap
8magic
8hashing
8render
8program
8geology
8arguments
8option
8wheel
7toga
7nxos
7e
7informatics
7amino
7cccs
7movement
7digital twin
7seamm
7plasma
7nmea
7 pii
7piisa
7sun
7indieweb
7thermostat
7jarvis
7p2p
7card
7tuple
7notification
7secure
7hikari
7tv
7generative
7watermark
7whatsapp
7filetype
7splunk
7data_cleaning
7visual
7mocking
7parametric
7crop
7dataops
7mir
7injection
7kind/native
7category/utility
7resources
7flowchart
7matlab
7fixtures
7support
7youtube-dl
7yt-dlp
7conda
7comic
7differential equations
7linked data
7scada
7atlas
7speech-recognition
7private
7nanopore
7health
7constraints
7view
7charts
7home-automation
7instrument
7split
7fonts
7optimisation
7amr
7ner
7imports
7lammps
7obfuscation
7crud
7vcs
7big-data
7carlo
7monte
7nifti
7esa
7enum
7motor
7coding
7textract
7oidc
7openid
7sam
7tao
7english
7ethernet
7decode
7pptx
7xps
7change
7metabolism
7earthquake
7x11
7information retrieval
7fusion
7metric-learning
7galaxies
7tox
7compare
7pde
7pentest
7dlt
7find
7behave
7dev
7computational biology
7singer.io
7parquet
7compose
7features
7bird name detection
7bird name
7birding
7corpus
7volume
7session
7bank
7class
7evolutionary algorithms
7debian
7pdb
7ec2
7saml
7deformation
7jakobdev
7simplecalpackage
7distributions
7virtualenv
7fair
7cpp
7rtl
7cog
7computational linguistics
7hadoop
7spider
7mri
7anki
7readme
7vulnerabilities
7pydicom
7cross-modal
7temperature
7modular
7box
7open-source
7powerpoint
7kernel
7text processing
7materials
7pyqt6
7pyqt5
7curve
7saml2
7load
7cpu
7serialize
7telegram-bot
7radar
7gcs
7historical
7commodities
7atomic
7genome
7restframework
7data visualization
7rich
7whois
7pyside
7uncertainty
7django-rest-framework
7tld
7background
7logistics
7nmr
7expression
7histogram
7mkdocs-plugin
7documents
7pyfilesystem2
7heic
7graph theory
7concurrent
7twitch
7unpack
7pack
7lexer
7range
7maven
7theory
7vapoursynth
7kinematics
7cd
7gdb
7arm
7yolo
7spec
7openstreetmap
7earth
7record
7solidity
7cern
7sentiment analysis
7paddlepaddle
7human
7geojson
7rsa
7x509
7neo4j
7operator
7futures
7rdflib
7scalable
7binding
7bootstrap
7point
7reconstruction
7telemetry
7libraries
7struct
7exponential
7exception
7bar
6cst
6cse-cst
6assemblyline
6iosxe
6iosxr
6skill
6p
6o
6python3.x
6narvii
6aminoapps
6rapidocr
6leaflet
6vit
6pentesting
6diagnosis
6openlineage
6hdx
6language-model
6hub
6salesforce
6alexa
6alexa skills kit
6api-client
6dataviz
6fix
6hl7
6cbr
6multi-agent
6keyiflerolsun
6kekikakademi
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