Keywords of Python packages on PyPI


There are a total of 270,565 packages in our database. 188,113 (69.53%) of them have no keywords. The 82,452 (30.47%) that have keywords are split as follows: There are 59,000 (71.56%) packages with comma separated keywords and there are 23,452 (28.44%) 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: 359,610. Number of unique keywords: 91,495

8,226python
2,678some
2,588 keywords
2,577 meaningfull
2,127api
1,632django
1,257 python
1,127mypy
1,112autocomplete
1,104type-annotations
1,102typeshed
1,084 api
986botocore
983ai
980cli
938data
898jupyter
860machine learning
769 development
740nlp
735alibabacloud
729boto3
704sample
668 sdk
654openapi
649 machine learning
645development
642deep learning
609pytorch
607 setuptools
574artificial intelligence
568automation
543sdk
537json
532 ai
529client
528plugin
519database
500library
495notebook
481learning
472 cli
465testing
450bioinformatics
444web
439 deep learning
433llm
426nbdev
423aws
423video
406adafruit
401machine-learning
398aiobotocore
385async
381bot
379asyncio
373 llm
371 data
368plone
361security
360image
357test
356 openapi-generator
355pdf
347analysis
346azure
346logging
345wrapper
342 automation
341rest
334pandas
330astronomy
329framework
328 client
327python3
325flask
320machine
320terminal
319parser
318micropython
317 nlp
317markdown
309ml
303text
297fastapi
295openai
292 database
291visualization
288telegram
288audio
287package
286 plugin
284gui
281utility
277tools
271 pytorch
271pypi
268pip
258ethereum
258stream
257pytest
257configuration
256deep-learning
255optimization
251html
249git
246 micropython
245 django
245calculator
245setuptools
244tensorflow
243network
241file
240statistics
239 circuitpython
239pulumi
239science
239utilities
238http
237search
236 framework
236 simulation
232
231discord
229 web
229 async
229 json
229simulation
228sql
227ipython
225generator
224graph
223sockets
222tryton
222finance
221numpy
221math
219example
218quantum
218tool
217chatgpt
216 library
216mkdocs
216documentation
214 tools
213 pdf
212topsis
212utils
211 optimization
211swagger
208 video
208config
208cloud
208model
205 wrapper
205windows
202 parser
202 testing
199 bot
198 security
197circuitpython
194 visualization
194validation
193 asyncio
193sqlalchemy
192invoice
192trading
192server
192excel
191 machine-learning
189yaml
188email
187music
187sphinx
186selenium
185 jupyter
185first package
184packaging
183game
183template
182download
182py2
182language
182color
181chat
181computer vision
180crypto
179data science
178huaweicloud
178google
177 openai
175files
174openapi-generator
172project
171camera stream
169aliyun
166transformers
166gpt
166video stream
165antchain
164 python3
164console
163 rest
163 analysis
162 bioinformatics
162robotics
161github
160 terminal
160docker
160log
159physics
157 markdown
157 graph
157authentication
156 azure sdk
156 fastapi
154pyobjc
152 logging
151blockchain
150 cloud
150linux
150redis
150deep
149 html
149ovos
148 image
148csv
146requests
145 parsing
145zope
145 science
145jupyterlab
145shell
144 blinka
144pipeline
141 tool
140 trading
140 integration
140jax
139 pydantic
139 audio
139pydantic
139robot
138 data science
138encryption
138flake8
137cache
136neuroscience
136sensor
136youtube
135 utility
135translate
134 artificial intelligence
134mathematics
133 package
133 pandas
133cms
133widgets
133time
132parsing
131 sql
131 validation
131reinforcement learning
131print
131monitoring
130 http
130 utilities
130cryptography
129 gui
129research
128style
127extension
127matplotlib
126chatbot
126pyramid
126gis
126xml
124 language
123 crypto
123 generator
123dataframe
123chemistry
123dict
122 aws
122 ml
121 search
121 statistics
121blinka
121metadata
121inference
120 model
120vision
120conversion
119 finance
118converter
118orm
118elt
117 git
117 network
117ocr
117natural language processing
117bitcoin
117processing
117keywords
117code
116 rag
116 first package
116 excel
116 py2
116nonebot
116android
116build
116proxy
115 utils
115iot
115tkinter
115management
114 jupyterlab
114 selenium
114schema
113 deep-learning
113streamlit
113mysql
113scraping
112boto3-stubs
112optimizers
112scraper
111environment
111classification
110data-science
110convert
109 hardware
109 natural language processing
109quant
109simple
109password
108prompt engineering
108weather
108cuda
107 linux
107 pytest
107qt
107manager
106 template
106application
105 physics
105 documentation
105cryptocurrency
105query
1053d
105driver
105models
104 airflow
104factset
104 text
104workflow
103 server
103ui
103analytics
103system
102 blockchain
102 stream
102incremental
102distributed
102storage
102decorator
101interactive
101aiohttp
101sqlite
101workflows
101string
100 windows
100 xml
100c++
100javascript
100command-line
99
99 data analysis
99spark
99education
99biology
99logger
99nvidia
98 gpt
98command
97 metadata
97airflow-provider
97hardware
97s3
97mlops
96 widgets
96 time
96transform
96postgresql
96dataset
96list
95 chatbot
95amazon
95invenio
95ckan
95data analysis
95images
95tree
94 monitoring
94mtproto
94stock
94postgres
94robotframework
94module
94kubernetes
94tts
93 transformers
93modeling
93transformer
93dictionary
92 tree-sitter
92 test
92 numpy
92torch
92clustering
92reinforcement-learning
92auth
91 workflow
91azure sdk
90 sqlalchemy
90backup
90wsgi
90etl
90queue
89 astrophysics
89 flask
89tui
89mongodb
89graphql
89easy
88 math
88 evaluation
88 csv
88dependency
88speech
88interface
88ansi
87 configuration
87 download
87agent
87rust
87pygame
87messenger
87ssh
87meaningfull
87genomics
86 shell
86gradio-custom-component
86tensor
86version
86poetry
86regex
86app
86detection
86serialization
85 modeling
85minecraft
85nonebot2
85ak
85latex
85random
85plot
84 sqlite
84 rust
84 prompt engineering
84table
83 pypi
83db
83gpu
82opencv
82networking
81 mlops
81 yaml
81 console
81 computer vision
81tutorial
81control
81camera
81for
81translation
81engineering
81geometry
80 scraping
80widget
80graphics
79 email
79 authentication
79 music
79energy
79datasets
78 clinical trials
78 postgresql
78 nvidia
78metrics
78sound
77 data-science
77 research
77vector
77rubika
77simulator
76 docker
76 schema
76 typing
76plotting
76websocket
76exchange
76linguistics
75 orm
75 file
75account
75cython
75mqtt
75devops
75imaging
75import
75tests
75regression
74edx
74downloader
74memory
73 optimizers
73 ui
73engine
73parse
73pi
73twitter
73hash
72 langchain
72 clinicedc
72 telegram
72 astronomy
72 agent
72annotation
72geospatial
72format
71 ethereum
71 packaging
71 investment
71report
71web3
71 convert
71jupyterlab3
71typing
70 openapi
70calendar
70fast
70event
70date
69 pipeline
69 matplotlib
69 quantum computing
69zope3
69bert
69embedding
69stix
69debug
69admin
69process
69rpc
68 toolkit
68 sockets
68 classification
68 jax
68feed
68climate
68binary
68matrix
68ffmpeg
68category/cloud
68unicode
68animation
68colors
67 scraper
67 mysql
67 quantum
67 encryption
67 s3
67scientific
67evaluation
67performance
66 metrics
66 performance
66developer-tools
66colorama
66hpc
66protocol
66networks
66pyqt
66voice
66argparse
65 mongodb
65 requests
65 biology
65astrophysics
65middleware
65mesh
65arithmetic
65signal
65jinja2
65multiprocessing
65word
64 distributed
64 converter
64 kubernetes
64 google
64 neural networks
64 mathematics
64 manager
64 color
64args
64structure
64sms
64software
64css
64parallel
64airflow
64i18n
63 conversion
63 chatgpt
63 config
63 robotics
63datasource
63 environment
63 genomics
63ansible
63c
63helper
63filter
63 torch
62 quantitative
62 logger
62 energy
62 app
62 time series
62time-series
62forecasting
62neural
62messaging
62browser
62url
62unittest
61 task
61 analytics
61 networking
61 storage
61 iot
61 extension
61transmit
61attention mechanism
61productivity
61home
61sync
61kafka
61python2
61toolkit
61algorithm
61deeplearning
61compression
61itk
60 devops
60 tui
60one
60skill
60meteorology
60algorithms
60svg
60dependencies
60assistant
60serial
60design
60neural networks
60env
60forecast
60bash
60oauth
59 processing
59langchain
59cheminformatics
59integration
59scipion
59crawler
59util
59time series
59asgi
59token
59dns
59theme
59protobuf
59type
58 cryptography
58asynchronous
58prompt
58reader
58mail
57 postgres
57 transformer
57 game
57 gpu
57 downloader
57qiskit
57image-processing
57quality
57script
57line
56 benchmark
56 algotrading
56add-on
56open
56quantitative
56translator
56python tutorial
56linter
56segmentation
56user
55 azure
55 management
55 tensorflow
55 browser
55 log
55 software
55rag
55benchmark
55netbox
55scipion-3.0
55core
55eda
55preprocessing
55celery
55scheduler
55raspberry
55mapping
54 bitcoin
54 sphinx
54 neuroscience
54 parallel
54 inference
54 platform
54 tutorial
54cv
54editor
54prefect
54tracking
54socket
53 realtime
53 localization
53 geometry
53 gis
53 websocket
53 etl
53 learning
53 application
53speedfiles
53gateway
53orange3
53remote
53games
53monitor
53setup
53filesystem
53request
53validator
53media
53ast
52 jupyterlab-extension
52 data mining
52 dataset
52 interactive
52xai
52upload
52eeg
52functions
52service
52pyams
52adb
52settings
52temperature
52diff
52mp3
52tcp
52events
52automatic
51 svg
51 github
51 simple
51 clustering
51ios
51serverless
51path
51cookiecutter
51elasticsearch
51pelican
51payment
51rabbitmq
51connector
51task
51bayesian
51programming
51rdf
50 png
50 productivity
50 exchange
50 ocr
50 cryptocurrency
50 build
50 speech
50 agents
50 index
50 youtube
50 translation
50 latex
50allianceauth
50mycroft
50spacy
50ip
50document
50archive
50investment
50logs
50toml
50gym
50wagtail
50computer-vision
50input
50debugging
50mock
50medical
50functional
50map
49 command-line
49 scikit-learn
49 education
49 chemistry
49 notebook
49 chat
49 segmentation
49 images
49mcdm
49payments
49sequence
49protein
49extensions
49rl
49streaming
49auto
49anime
49prometheus
49formatter
48 javascript
48 streaming
48 hpc
48 tkinter
48 weather
48 camera stream
48xarray
48reproducibility
48privacy
48aiida
48error
48distance
48rgb
48keras
48image processing
48node
48object
48artificial-intelligence
48probability
48export
48index
48ascii
47 table
47 cache
47 rpc
47 runtime
47 simulator
47 graphics
47 dataframe
47echo
47machinelearning
47gitlab
47automl
47cluster
47neuroimaging
47content
47discord.py
47mongo
47verification
47io
47and
47ble
47spatial
47lambda
47command line
46 nonebot2
46 models
46 vector
46 code
46 3d
46 query
46pretix
46currency
46hydrology
46dynamodb
46backend
46automate
46onnx
46grpc
46databases
46function
46slack
46directory
45 project
45 qt
45 discord
45 admin
45 llms
45 poetry
45 filter
45 video stream
45 data processing
45honeybee
45quantization
45orchestration
45arg
45huggingface
45instagram
45stocks
45timer
45todo
45news
45ibm
45spotify
45solar
45display
45container
45timeseries
45colour
45keyboard
44 ipython
44 engineering
44 auth
44pyside6
44midi
44seismology
44binance
44hello
44salt-extension
44algotrading
44mri
44light
44series
44static
44bluetooth
44name
44testautomation
44coverage
44datetime
44debugger
44click
44compatibility
43 geospatial
43 annotation
43 backend
43 serialization
43 reader
43 tree
43 image processing
43soon
43 forecasting
43 regression
43reflex
43snakemake
43nagogy
43lib
43array
43menu
43lint
43zip
43dynamics
43message
43deployment
43eth
43reddit
43compiler
43check
43ssl
42 privacy
42 widget
42 matrix
42 dependency
42 raspberry
42jinja
42 reinforcement learning
42 sensor
42nautobot
42diffusion
42satellite
42stac
42gemini
42formatting
42snowflake
42computer
42modelling
42distribution
42encoding
42open source
42computing
42dynamic
42tokenizer
41 settings
41 types
41 control
41 debug
41 ffmpeg
41 easy
41 compiler
41 signal processing
41quantum computing
41plugins
41nested
41jwt
40 computer-vision
40 webassembly
40 grpc
40 redis
40 verilog
40 structure
40 decorator
40grid
40notification
40dash
40i2c
40types
40databricks
40data mining
40odoo
40rss
40interpreter
40nosql
40natural-language-processing
40feature
40custom
40caching
40neural network
40webrtc
40spectroscopy
40embedded
40collection
40cron
40form
40pylint
40drf
40subprocess
39 spectroscopy
39 machinelearning
39 function
39 interface
39 scientific
39 db
39 middleware
39 datasets
39 linter
39 plotting
39 plot
39 rl
39chess
39ci
39malware
39raspberry pi
39toolbox
39cryo-em
39editing
39generation
39social
39ontology
39routing
39field
39jsonschema
39microsoft
39login
39number
38 microsoft
38 embedded
38 quant
38 yolo
38 plugins
38 robot
38 compression
38 playwright
38 export
38 command
38 queue
38data-analysis
38llama
38planning
38embeddings
38hdf5
38oauth2
38trade
38source
38to
38ros
38steam
38generate
38microscopy
38maps
38systems
38encrypt
38commandline
38threading
37 time-series
37 css
37 irc
37 vision
37 tts
37 pip
37 reflex-custom-components
37hacking
37solver
37reporting
37website
37unit
37sort
37snekpack
37dna
37facebook
37dataclass
37mac
37wxpython
37raster
37chinese
37docs
37builder
37graphs
37galaxy
37discovery
37numbers
36pyats
36 dl
36 c++
36 design
36 neural network
36 media
36 command line
36 aiohttp
36 editor
36tax
36orange3 add-on
36architecture
36bdd
36macos
36changelog
36experiment
36thread
36sqlite3
36data processing
36captcha
36bots
36pyspark
36webdriver
36plover
36augmentation
36pillow
36reinforcement
36financial
36scikit-learn
36tls
36localization
35 filesystem
35 climate
35 display
35 tasks
35 solar
35 cross-platform
35 version
35 eveonline
35 parse
35 starlette
35 crawler
35 web scraping
35 binary
35 tracing
35 dictionary
35 sync
35 algorithm
35 mesh
35 files
35rpa
35flywheel
35cisco
35market
35authorization
35injection
35versioning
35backtesting
35curses
35geo
35tasks
35geophysics
35wallet
35dicom
35pattern
35scrape
35gcp
35systemverilog
35extraction
35extract
35sentry
35bigquery
35migration
35qa
35single-cell
34 synerty
34 xarray
34 investing
34 messaging
34 eeg
34 import
34 xlsx
34 web3
34 dependencies
34 neuroimaging
34 stocks
34 minecraft
34 generation
34 pyqt
34 datetime
34 preprocessing
34peek
34agents
34sopel
34sale
34reliability
34component
34unix
34web scraping
34platform
34pyqt5
34plover_plugin
34text-to-speech
34whatsapp
34gpt-3
34ctypes
34colcon
34py.test
34intelligence
34blog
34brain
34digital
34corpus
34internet
34xlsx
34java
34chrome
34screenshot
34starlette
34data visualization
34gps
34merge
33 ssh
33 kafka
33 cheminformatics
33 formatter
33 imaging
33 mac
33 real-time
33 cookiecutter
33 solver
33 lambda
33 asgi
33nasa
33edit
33generative
33information
33catalog
33secrets
33link
33cybersecurity
33wiki
33profiling
33stubs
33restful
33semantic
33history
33fem
33infrastructure
33docx
33btc
33png
33repository
33deserialization
33progress
33connect
33sequencing
33annotations
33alignment
32 mkdocs
32 wallet
32 genai
32 driver
32 asynchronous
32 space
32 viewer
32 c
32 cluster
32 proxy
32 format
32 assistant
32 reproducibility
32 serverless
32 generative ai
32 engine
32 secrets
32mobio
32openvoiceos
32services
32stats
32product
32scipy
32gymnasium
32object-detection
32sampling
32area
32react
32logic
32bilibili
32linear
32dashboard
32investing
32aes
32units
32tracing
32dataclasses
32art
32cpp
32helpers
32cnn
32asr
32encoder
32prediction
32restructuredtext
31 medical
31 android
31 animation
31 programming
31 toml
31 unicode
31 scheduler
31 machine
31 extract
31 detection
31 temperature
31 random
31 encoding
31 docx
31 meteorology
31 theme
31 attention mechanism
31 monitor
31 gymnasium
31production
31cpu
31pipelines
31japanese
31smtp
31location
31synthesis
31bibtex
31conda
31electron-microscopy
31imageprocessing
31key
31options
31flow
31local
31automated
31football
31calibration
31tooling
31object detection
31notifications
31matching
31https
31synchronization
31plotly
31order
31communication
31graphene
31datascience
31fuzzy
31dag
31dask
31speed
31pickle
31qrcode
30 language pack
30 cuda
30 nasa
30 report
30 currency
30 cosmology
30 chart
30 microscopy
30 requirements
30 macos
30 pygame
30 rtl
30 memory
30 mqtt
30 training
30 data visualization
30atoti
30cosmology
30price
30sparse
30tensorrt
30of
30genetics
30address
30scripting
30netcdf
30notes
30dl
30structural-biology
30api-wrapper
30usb
30slurm
30virtual
30seismic
30yolov5
30ini
30live
30cell
30make
30accounting
30webhook
30desktop
30enum
30audit
30fpga
30ldap
30gifconverter
30mining
30uuid
30cv2
30packages
30environments
30font
30nlu
30strings
30oracle
30retry
29 eda
29 pipelines
29 backtesting
29 deployment
29 quality
29 financial
29 power
29 forecast
29 huggingface
29 ci
29 observability
29 regex
29 btc
29 protocol
29 module
29computational
29two
29materials
29pyside
29seamm
29mobile
29dft
29torrent
29radio
29gradio
29cryoem
29yandex
29chart
29opengl
29split
29domain
29oceanography
29base
29compare
29dependency injection
29patch
29proteomics
29lock
29space
29text mining
29gpio
29emoji
29wikipedia
29runtime
29requirements
29certificate
29decorators
28 arrow
28 sbom
28 desktop
28 decrypt
28 list
28 websockets
28 tracking
28 protobuf
28 word
28 interpreter
28 prometheus
28 onnx
28 remote
28 market
28 dataclass
28 two
28 lint
28 service
28 repository
28 drf
28 debugging
28 date
28emscripten
28 i2c
28 geophysics
28spider
28 map
28dotenv
28interpolation
28gpt-4
28traffic
28bioexcel
28mcda
28office
28ranking
28push
28vpn
28banking
28displayio
28session
28charts
28text processing
28power
28encode
28trace
28training
28syntax
282d
28handler
28evolution
28class
28jupyterhub
28openstreetmap
28chromedriver
28profile
28verilog
28computational linguistics
28release
28sso
28videos
28pyrogram
28validate
28forms
28rst
28registration
28rna
28templating
28fitting
28sklearn
28transfer
27 omniverse
27 prompt
27 sound
27 reporting
27kabaret
27 string
27 bots
27 polars
27 grid
27 gradio-custom-component
27 captcha
27 multimodal
27 swagger
27 cython
27 netcdf
27 hash
27 dns
27 verification
27 backup
27 large language models
27 url
27 cicd
27 dict
27 versioning
27 system
27 helper
27 profiling
27 visualisation
27stuff
27boring
27neo4j
27ocean
27udp
27doc
27sap
27scrapy
27job
27pyqt6
27yolo
27tiet
27jira
27variables
27pentesting
27batch
27hatch
27cad
27set
27controller
27extractor
27dbt
27crud
27filtering
27deploy
27pylons
27screen
27read
27nanopore
27mouse
27feature selection
27country
27decoder
27tracker
27find
27sleep
27pubsub
27apache
27group
27persistent
27pacote
27molecular dynamics
27os
27di
27update
27scale
27epub
27markup
27linting
27geojson
27checker
27maths
26 stubs
26 jpg
26 quantization
26 mri
26 embeddings
26 streamlit
26 ios
26 stats
26 raspberrypi
26 trade
26 big data
26 snowflake
26 https
26 wasi
26 data-analysis
26 elt
26 llama
26 rpa
26 functions
26 camera
26 load
26 keras
26 large language model
26housing
26inventree
26lsst
26embedded systems
26led
26sports
26sun
26anomaly detection
26policy
26homeassistant
26viewer
26multithreading
26boilerplate
26scanner
26schedule
26websockets
26cicd
26serialize
26httpx
26md
26simulations
26tiktok
26web-scraping
26ner
26stack
26write
26pil
26osint
26aiogram
26movie
26wechat
26scripts
26offline
26common
26hierarchical
26phylogenetics
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4saneksking
4 py-tgcalls
4 tgcalls
4 ntgcalls
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4 machine knit
4 knit
4 northeastern
4act lab
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4 bluesky
4 rubicon-java
4 pythonjava
4 py4j
4 jcc
4 pyjava
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4 jpy
4 pyjnius
4 jep
4 jpype
4 jtypes
4 ioc-container
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4qase
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4 customized
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4 data package
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4anomalies
4siemens
4snowpark
4membership
4adsorption
4openqasm
4experimentation
4video-processing
4selector
4kaliapay
4paiement
4transcoding
4ariadne
4obd
4cogeo
4potentiometer
4configuration management
4kod
4bulksms
4oereb
4cowsay
4screen capture
4zarr
4func
4oil
4bech32
4freesurfer
4biopython
4statsd
4codemod
4fastapi-apscheduler
4ratio
4unit test
4robotframework-library
4aiomysql
4password manager
4epub3
4subsonic
4recommender systems
4tabulate
4jack
4fetcher
4uzbek-language
4deserializer
4combinator
4portuguese
4sbc
4mobility
4natural-language-understanding
4wikibase
4nuclei
4community-discovery
4pytorch-lightning
4multiplexer
4/
4lang
4static analysis
4nan
4job scheduling
4traefik
4word embedding
4rosbag
4quarto
4h3lis200dl
4anaplan
4hosts
4detective
4technical indicators
4funpay
4agis
4empowerment
4digiseller
4wow
4protocol buffers
4globals
4drones
4music generation
4youtube downloader
4ableton
4heuristics
4grabber
4monotone
4xapi
4apimatic
4dggs
4cars
4umls
4sans-io
4typedb
4ipify python api
4ipify python library
4emit
4imagenet
4c2c
4complex networks
4ohmytmp
4can bus
4sslcommerz
4source、terminal
4python、pypi
4ray-tracing
4cash
4flipper
4mlnets
4silk
4subtraction
4amplicon
4sessions
4indic
4gdpr
4nes
4文档
4知识库
4elliptic curves
4gltf
4flame
4prettyprint
4ply
4offline tts
4offline text to speech
4text to speech for python
4tts for python3
4pyttsx for python3
4ivona
4screencap
4vessel
4intelligent optimization
4robust optimization
4search space exploration
4convergence analysis
4mathematical optimization
4web automation
4fingerprinting
4multiplication
4supervisor
4fund
4etf
4candle
4multi-disciplinary
4long</