Ecosyste.ms: Packages

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

pypi.org "data-visualization" keyword

tprojection 0.2.4
Visualize the relation between a dependent variable and a predictor in a meaningful way
5 versions - Latest release: almost 4 years ago - 1 dependent repositories - 58 downloads last month - 1 stars on GitHub - 1 maintainer
tooldirectory 5.1.1
Dynamic visualization of softwares managed by a Bioinformatics Core Facility
1 version - Latest release: over 1 year ago - 8 downloads last month - 4 stars on GitHub - 1 maintainer
superset-d3 0.26.3
A modern, enterprise-ready business intelligence web application
1 version - Latest release: almost 6 years ago - 1 dependent repositories - 17 downloads last month - 58,575 stars on GitHub - 1 maintainer
maplapse 0.0.6b2
A python library to create animated timelapse of maps
3 versions - Latest release: almost 2 years ago - 190 downloads last month - 1 stars on GitHub - 1 maintainer
prettierplot 0.1.2
Quickly create prettier plots
9 versions - Latest release: about 4 years ago - 1 dependent repositories - 58 downloads last month - 1 stars on GitHub - 1 maintainer
Top 4.6% on pypi.org
floweaver 2.0.1
View flow data as Sankey diagrams.
8 versions - Latest release: over 1 year ago - 1 dependent package - 15 dependent repositories - 676 downloads last month - 440 stars on GitHub - 1 maintainer
tsv-data-analytics 0.2.8
Utilities to work with TSV file format
23 versions - Latest release: over 2 years ago - 1 dependent repositories - 82 downloads last month - 14 stars on GitHub - 1 maintainer
keplergl-quickvis 0.2.0
Description
2 versions - Latest release: over 4 years ago - 1 dependent repositories - 7 downloads last month - 36 stars on GitHub - 1 maintainer
Top 6.5% on pypi.org
datawrapper 0.6.0 💰
A lightweight Python wrapper for the Datawrapper API
21 versions - Latest release: 3 months ago - 1 dependent package - 7 dependent repositories - 5.22 thousand downloads last month - 54 stars on GitHub - 1 maintainer
Top 1.0% on pypi.org
missingno 0.5.2
Missing data visualization module for Python.
26 versions - Latest release: over 1 year ago - 32 dependent packages - 1,920 dependent repositories - 246 thousand downloads last month - 3,819 stars on GitHub - 1 maintainer
artific 0.0.13
An algorithm visualization pip package for Python
6 versions - Latest release: over 2 years ago - 18 downloads last month - 2 stars on GitHub - 1 maintainer
Top 8.1% on pypi.org
pycirclize 1.5.0
Circular visualization in Python
21 versions - Latest release: 16 days ago - 7 dependent packages - 1 dependent repositories - 2.67 thousand downloads last month - 643 stars on GitHub - 1 maintainer
Top 2.7% on pypi.org
arm-pyart 1.18.3
Py-ART: Python ARM Radar Toolkit
53 versions - Latest release: about 2 months ago - 7 dependent packages - 9 dependent repositories - 23.3 thousand downloads last month - 480 stars on GitHub - 3 maintainers
colorbm 2.0.7 💰
Color Beyond Matplotlib
8 versions - Latest release: over 3 years ago - 30 downloads last month - 1,865 stars on GitHub - 1 maintainer
aimhub 0.1.0
AI Deployment tool
1 version - Latest release: almost 5 years ago - 22 downloads last month - 4,866 stars on GitHub - 1 maintainer
davis 0.3
Python Data Visualizer
3 versions - Latest release: over 6 years ago - 3 dependent repositories - 20 downloads last month - 6 stars on GitHub - 1 maintainer
ladybug-grasshopper 1.67.4
Ladybug plugin for Grasshopper.
199 versions - Latest release: 25 days ago - 1 dependent package - 1 dependent repositories - 7.98 thousand downloads last month - 30 stars on GitHub - 1 maintainer
aim-with-auth-support 3.14.4
A super-easy way to record, search and compare AI experiments.
17 versions - Latest release: over 1 year ago - 89 downloads last month - 4,865 stars on GitHub - 1 maintainer
Top 1.1% on pypi.org
gradio-client 0.16.4
Python library for easily interacting with trained machine learning models
62 versions - Latest release: 16 days ago - 27 dependent packages - 614 dependent repositories - 4.79 million downloads last month - 29,581 stars on GitHub - 1 maintainer
Top 2.0% on pypi.org
bilby 2.2.3 💰
A user-friendly Bayesian inference library
62 versions - Latest release: 3 months ago - 31 dependent packages - 40 dependent repositories - 13.1 thousand downloads last month - 19,179 stars on GitHub - 3 maintainers
midr 1.5.1 💰
Compute idr from m NarrowPeak files and a merged NarrowPeak
32 versions - Latest release: almost 3 years ago - 1 dependent repositories - 75 downloads last month - 19,179 stars on GitHub - 1 maintainer
Top 0.1% on pypi.org
matplotlib 3.9.0 💰
Python plotting package
124 versions - Latest release: 18 days ago - 16,574 dependent packages - 250,735 dependent repositories - 65.1 million downloads last month - 19,179 stars on GitHub - 3 maintainers
matplotlib-arm64 3.3.4 💰
Python plotting package
1 version - Latest release: almost 2 years ago - 16 downloads last month - 18,578 stars on GitHub - 5 maintainers
Top 1.2% on pypi.org
keplergl 0.3.2
This is a simple jupyter widget for kepler.gl, an advanced geospatial visualization tool, to rend...
16 versions - Latest release: over 2 years ago - 18 dependent packages - 132 dependent repositories - 147 thousand downloads last month - 9,983 stars on GitHub - 1 maintainer
splatstats 4.2.2
Data analysis tool for splatoon stats downloaded with: https://github.com/frozenpandaman/s3s
89 versions - Latest release: about 1 month ago - 462 downloads last month - 8 stars on GitHub - 1 maintainer
socialysis 0.1.0
Tool for analyzing and extracting insights from Facebook Messenger conversations
2 versions - Latest release: over 1 year ago - 12 downloads last month - 2 stars on GitHub - 1 maintainer
bubble-plot 0.3.4
Bubble plot - data visualization package
8 versions - Latest release: almost 5 years ago - 2 dependent repositories - 44 downloads last month - 21 stars on GitHub - 1 maintainer
met-brewer 1.0.2
Color palette package in R inspired by works at the Metropolitan Museum of Art in New York
3 versions - Latest release: about 1 year ago - 28 downloads last month - 1,023 stars on GitHub - 1 maintainer
Top 0.3% on pypi.org
dash 2.17.0 💰
A Python framework for building reactive web-apps. Developed by Plotly.
178 versions - Latest release: about 1 month ago - 426 dependent packages - 11,467 dependent repositories - 2.9 million downloads last month - 20,606 stars on GitHub - 5 maintainers
Top 0.4% on pypi.org
gradio 4.31.4
Python library for easily interacting with trained machine learning models
563 versions - Latest release: 16 days ago - 370 dependent packages - 11,837 dependent repositories - 7.37 million downloads last month - 29,581 stars on GitHub - 4 maintainers
gdess 1.0b1 removed
Comparison of simulated atmospheric CO2 against observational data
1 version - Latest release: about 2 years ago - 4 stars on GitHub
babyplots 1.7.0
Python package that allows the use of babyplots visualizations in jupyter notebooks
11 versions - Latest release: over 1 year ago - 1 dependent repositories - 131 downloads last month - 9 stars on GitHub - 1 maintainer
h2o-nitro-altair 0.1.1
Altair plugin for H2O Nitro
2 versions - Latest release: almost 2 years ago - 1 dependent repositories - 112 downloads last month - 1 stars on GitHub - 1 maintainer
superset-erikxt 0.26.0
A interactive data visualization platform build on SqlAlchemy and druid.io
2 versions - Latest release: almost 6 years ago - 1 dependent repositories - 25 downloads last month - 58,575 stars on GitHub - 1 maintainer
bento-dash 0.0.9
Create Plotly Dash apps via templates
9 versions - Latest release: over 3 years ago - 1 dependent repositories - 52 downloads last month - 8 stars on GitHub - 1 maintainer
edaviz 0.0.0
Exploratory Data Anlysis and Vizualisation
1 version - Latest release: over 5 years ago - 1 dependent repositories - 21 downloads last month - 224 stars on GitHub - 2 maintainers
Top 2.3% on pypi.org
yt 4.3.1
An analysis and visualization toolkit for volumetric data
58 versions - Latest release: about 2 months ago - 18 dependent packages - 78 dependent repositories - 11.2 thousand downloads last month - 449 stars on GitHub - 6 maintainers
Top 5.1% on pypi.org
grimoirelab 1.1.0
Tool set for software development analytics
92 versions - Latest release: 24 days ago - 1 dependent package - 5 dependent repositories - 827 downloads last month - 453 stars on GitHub - 2 maintainers
Top 5.8% on pypi.org
grimoirelab-toolkit 1.0.1
Toolkit of common functions used across GrimoireLab
45 versions - Latest release: 24 days ago - 16 dependent packages - 50 dependent repositories - 2.24 thousand downloads last month - 453 stars on GitHub - 2 maintainers
superset-master-prasad-bhosale 0.999.0.dev0
A modern, enterprise-ready business intelligence web application
1 version - Latest release: over 4 years ago - 1 dependent repositories - 18 downloads last month - 58,575 stars on GitHub - 1 maintainer
Top 1.6% on pypi.org
upsetplot 0.9.0
Draw Lex et al.'s UpSet plots with Pandas and Matplotlib
25 versions - Latest release: 5 months ago - 21 dependent packages - 32 dependent repositories - 25 thousand downloads last month - 307 stars on GitHub - 1 maintainer
Top 0.3% on pypi.org
streamlit 1.34.0
A faster way to build and share data apps
222 versions - Latest release: about 1 month ago - 1,232 dependent packages - 48,041 dependent repositories - 4.88 million downloads last month - 32,013 stars on GitHub - 4 maintainers
Top 1.8% on pypi.org
corner 2.2.2
Make some beautiful corner plots
13 versions - Latest release: about 1 year ago - 147 dependent packages - 374 dependent repositories - 80.4 thousand downloads last month - 497 stars on GitHub - 1 maintainer
dystopia 0.0.1 💰
Future library.
1 version - Latest release: over 1 year ago - 12 downloads last month - 8 stars on GitHub - 1 maintainer
Top 0.2% on pypi.org
seaborn 0.13.2
Statistical data visualization
36 versions - Latest release: 4 months ago - 3,699 dependent packages - 67,011 dependent repositories - 17.3 million downloads last month - 11,549 stars on GitHub - 1 maintainer
h2o-nitro-bokeh 0.2.2
Bokeh plugin for H2O Nitro
4 versions - Latest release: about 1 year ago - 1 dependent repositories - 200 downloads last month - 2 stars on GitHub - 1 maintainer
lzpy 0.0.32
An easy local database for python
21 versions - Latest release: over 4 years ago - 1 dependent repositories - 34 downloads last month - 23 stars on GitHub - 1 maintainer
aethos 2.0.1
A library of data science and machine learning techniques to help automate your workflow.
13 versions - Latest release: about 4 years ago - 1 dependent repositories - 56 downloads last month - 103 stars on GitHub - 1 maintainer
pyrealtime 0.1.13
A package for realtime data processing, including reading from serial ports and plotting.
14 versions - Latest release: over 3 years ago - 1 dependent repositories - 52 downloads last month - 66 stars on GitHub - 1 maintainer
Top 2.3% on pypi.org
trame 3.6.0 💰
Trame, a framework to build applications in plain Python
142 versions - Latest release: about 2 months ago - 37 dependent packages - 18 dependent repositories - 44.5 thousand downloads last month - 316 stars on GitHub - 2 maintainers
keplergl-cli 0.3.3
Description
4 versions - Latest release: almost 2 years ago - 1 dependent repositories - 64 downloads last month - 35 stars on GitHub - 1 maintainer
highcharts-core 1.7.1
High-end Data Visualization for the Python Ecosystem. Official wrapper for Highcharts Core (JS).
40 versions - Latest release: 25 days ago - 2 dependent packages - 1 dependent repositories - 8.96 thousand downloads last month - 43 stars on GitHub - 1 maintainer
visjobs 0.0.15
Get The Latest Atmospheric Model Data | Analyze | Visualize Easily
15 versions - Latest release: about 3 years ago - 1 dependent repositories - 93 downloads last month - 5 stars on GitHub - 1 maintainer
Top 0.8% on pypi.org
plotly-express 0.4.1 💰
Plotly Express - a high level wrapper for Plotly.py
25 versions - Latest release: almost 5 years ago - 40 dependent packages - 873 dependent repositories - 427 thousand downloads last month - 700 stars on GitHub - 5 maintainers
backfillz 0.2.4
MCMC visualisations package developed at the University of Warwick and supported by The Alan Turi...
10 versions - Latest release: over 2 years ago - 42 downloads last month - 1 stars on GitHub - 1 maintainer
electiongraphs 0.3.4
Create graphs for displaying the result of a election based on a csv-inputfile.
4 versions - Latest release: 7 months ago - 32 downloads last month - 0 stars on GitHub - 1 maintainer
Top 2.0% on pypi.org
multiqc 1.22.1
Create aggregate bioinformatics analysis reports across many samples and tools
37 versions - Latest release: 16 days ago - 7 dependent packages - 74 dependent repositories - 12.3 thousand downloads last month - 1,162 stars on GitHub - 1 maintainer
geophotos 0.50.1
A package to pull, plot, and analyze coordinates from photos.
6 versions - Latest release: over 4 years ago - 1 dependent repositories - 20 downloads last month - 0 stars on GitHub - 1 maintainer
Top 8.3% on pypi.org
tofu 1.7.7
A python library for Tomography for Fusion
68 versions - Latest release: 3 months ago - 5 dependent repositories - 547 downloads last month - 67 stars on GitHub - 1 maintainer
vandal 4.0.9 💰
Data science, Data manipulation and Machine learning library.
126 versions - Latest release: about 1 year ago - 2 dependent repositories - 1.73 thousand downloads last month - 8 stars on GitHub - 1 maintainer
streamlit-yellowbrick 0.0.3 💰
Streamlit component for Yellowbrick visualization library
3 versions - Latest release: almost 3 years ago - 4 dependent repositories - 240 downloads last month - 12 stars on GitHub - 1 maintainer
Top 8.5% on pypi.org
pymatviz 0.8.2 💰
A toolkit for visualizations in materials informatics
21 versions - Latest release: 22 days ago - 1 dependent package - 3 dependent repositories - 855 downloads last month - 133 stars on GitHub - 1 maintainer
geneview 0.2.1
Geneview: A python package for genomics data visualization.
22 versions - Latest release: 12 months ago - 1 dependent package - 2 dependent repositories - 126 downloads last month - 58 stars on GitHub - 1 maintainer
leda 0.5.0
Generate static reports from Jupyter notebooks
4 versions - Latest release: 3 months ago - 215 downloads last month - 4 stars on GitHub - 2 maintainers
boututils 0.2.1
Python utilities for BOUT++
12 versions - Latest release: 7 months ago - 3 dependent packages - 4 dependent repositories - 1.55 thousand downloads last month - 1 stars on GitHub - 4 maintainers
dabest 2024.3.29
Data Analysis and Visualization using Bootstrap-Coupled Estimation.
20 versions - Latest release: 2 months ago - 1 dependent package - 12 dependent repositories - 354 downloads last month - 337 stars on GitHub - 2 maintainers
unofficial-superset 0.34.0
A modern, enterprise-ready business intelligence web application
4 versions - Latest release: almost 5 years ago - 1 dependent repositories - 67 downloads last month - 58,575 stars on GitHub - 1 maintainer
df-overview 0.2.1
Quick overview of a dataframe, for data analysis.
4 versions - Latest release: over 5 years ago - 1 dependent repositories - 27 downloads last month - 1 stars on GitHub - 1 maintainer
Top 9.4% on pypi.org
crosscompute 0.9.3
Automate your Jupyter notebooks and scripts as tools, reports, dashboards.
52 versions - Latest release: over 1 year ago - 5 dependent packages - 6 dependent repositories - 883 downloads last month - 20 stars on GitHub - 1 maintainer
radie 0.1.4
a python application to rapidly import and view experimental data
4 versions - Latest release: over 5 years ago - 1 dependent repositories - 32 downloads last month - 12 stars on GitHub - 1 maintainer
Top 0.3% on pypi.org
folium 0.16.0
Make beautiful maps with Leaflet.js & Python
31 versions - Latest release: 3 months ago - 256 dependent packages - 5,911 dependent repositories - 1.25 million downloads last month - 6,675 stars on GitHub - 2 maintainers
choropie 0.0.3
Create a choropleth map with pie charts in each polygon centroid.
1 version - Latest release: over 6 years ago - 1 dependent repositories - 19 downloads last month - 18 stars on GitHub - 1 maintainer
Top 6.6% on pypi.org
dash-tools 1.12.0 💰
Plotly Dash Templating and Deployment Tools
48 versions - Latest release: 8 months ago - 40 dependent repositories - 2.3 thousand downloads last month - 92 stars on GitHub - 1 maintainer
Top 2.1% on pypi.org
sweetviz 2.3.1
A pandas-based library to visualize and compare datasets.
35 versions - Latest release: 6 months ago - 16 dependent packages - 167 dependent repositories - 67.5 thousand downloads last month - 2,847 stars on GitHub - 1 maintainer
apache-superset-patched 0.35.2
A modern, enterprise-ready business intelligence web application
1 version - Latest release: over 4 years ago - 17 downloads last month - 58,575 stars on GitHub - 1 maintainer
simpleplotly 0.0.7
An easy to use plotly wrapper for python / jupyter notebooks
4 versions - Latest release: almost 6 years ago - 1 dependent repositories - 35 downloads last month - 8 stars on GitHub - 1 maintainer
pymove 3.0.1
A lib python to processing and visualization of trajectories and other spatial-temporal data
37 versions - Latest release: almost 2 years ago - 1 dependent repositories - 235 downloads last month - 86 stars on GitHub - 1 maintainer
visu 2023.11
Data visualization
20 versions - Latest release: 6 months ago - 1 dependent repositories - 291 downloads last month - 5 stars on GitHub - 1 maintainer
Top 8.3% on pypi.org
foxglove-schemas-protobuf 0.2.0
Protobuf classes for Foxglove Schemas
7 versions - Latest release: 7 months ago - 1 dependent package - 2 dependent repositories - 63.8 thousand downloads last month - 41 stars on GitHub - 1 maintainer
foxglove-schemas-flatbuffer 0.1.0
Flatbuffer classes for Foxglove Schemas
3 versions - Latest release: about 1 year ago - 353 downloads last month - 41 stars on GitHub - 1 maintainer
Top 2.5% on pypi.org
kedro-viz 9.0.0
Kedro-Viz helps visualise Kedro data and analytics pipelines
72 versions - Latest release: about 2 months ago - 4 dependent packages - 131 dependent repositories - 93.4 thousand downloads last month - 635 stars on GitHub - 3 maintainers
spyrograph 0.29.0
Library for drawing spirographs in Python
54 versions - Latest release: 11 months ago - 99 downloads last month - 20 stars on GitHub - 1 maintainer
piperider-nightly 0.42.0.20240516
PiperRider CLI
551 versions - Latest release: 17 days ago - 4.31 thousand downloads last month - 450 stars on GitHub - 1 maintainer
superset-growth 0.26.3
A modern, enterprise-ready business intelligence web application
1 version - Latest release: almost 6 years ago - 1 dependent repositories - 28 downloads last month - 58,575 stars on GitHub - 1 maintainer
leafmaptools 0.0.2 💰
A Python package for building a tool widgets infrastructure with ipyleaflet and ipywidgets
2 versions - Latest release: about 3 years ago - 1 dependent repositories - 17 downloads last month - 10 stars on GitHub - 2 maintainers
tslumen 0.0.1
A library for Time Series exploratory data analysis
1 version - Latest release: over 1 year ago - 1 dependent package - 16 downloads last month - 67 stars on GitHub - 1 maintainer
streamlit-letsplot 0.0.3 💰
Streamlit component for Lets Plot visualization library
3 versions - Latest release: over 1 year ago - 1 dependent repositories - 47 downloads last month - 12 stars on GitHub - 1 maintainer
heresuperset 0.27.6
A modern, enterprise-ready business intelligence web application
7 versions - Latest release: almost 6 years ago - 1 dependent repositories - 46 downloads last month - 58,575 stars on GitHub - 2 maintainers
tsne-torch 1.0.1
t-SNE accelerated with PyTorch
2 versions - Latest release: about 3 years ago - 5 dependent repositories - 148 downloads last month - 21 stars on GitHub - 1 maintainer
caterpillard 0.0.4
Caterpillar Diagram
4 versions - Latest release: over 1 year ago - 18 downloads last month - 2 stars on GitHub - 1 maintainer
vizro 0.1.16
Vizro is a package to facilitate visual analytics.
19 versions - Latest release: about 1 month ago - 1 dependent package - 8.07 thousand downloads last month - 2,351 stars on GitHub - 3 maintainers
streamlit-folium-incaper 0.1.0
Render Folium objects in Streamlit for INCAPER
2 versions - Latest release: about 1 month ago - 69 downloads last month - 0 stars on GitHub - 1 maintainer
yachtcharter 1.0.5
Placeholder description: @nickjevershed created this with repo-genesis
5 versions - Latest release: 10 months ago - 1 dependent repositories - 21 downloads last month - 0 stars on GitHub - 1 maintainer
Top 9.0% on pypi.org
renumics-spotlight 1.6.8
Visualize and maintain datasets to develop and understand data-driven algorithms.
53 versions - Latest release: 2 months ago - 4 dependent packages - 1 dependent repositories - 2.99 thousand downloads last month - 1,020 stars on GitHub - 1 maintainer
Top 1.5% on pypi.org
apache-superset 4.0.0
A modern, enterprise-ready business intelligence web application
55 versions - Latest release: about 2 months ago - 5 dependent packages - 22 dependent repositories - 161 thousand downloads last month - 58,575 stars on GitHub - 5 maintainers
easiersdk 0.1.16
This library contains code for interacting with EASIER.AI platform.
102 versions - Latest release: almost 3 years ago - 1 dependent repositories - 555 downloads last month - 2,847 stars on GitHub - 1 maintainer
tufte 0.2.3
A Tufte-inspired style for plotting data
3 versions - Latest release: about 2 years ago - 1 dependent repositories - 12 downloads last month - 1 stars on GitHub - 1 maintainer
vertica-ml-python 1.0b0
Vertica-ML-Python simplifies data exploration, data cleaning and machine learning in Vertica.
1 version - Latest release: about 4 years ago - 1 dependent repositories - 12 downloads last month - 217 stars on GitHub - 1 maintainer
spotrix 1.2.0
A modern, enterprise-ready business intelligence web application
4 versions - Latest release: over 1 year ago - 12 downloads last month - 27 stars on GitHub - 1 maintainer
python-eda 0.1.2
A CLI wrapper for sweetviz Python exploratory data analysis (EDA) tool.
3 versions - Latest release: over 2 years ago - 1 dependent repositories - 27 downloads last month - 4 stars on GitHub - 1 maintainer
Related Keywords
python 342 data-science 256 data-analysis 189 machine-learning 141 visualization 129 jupyter 68 plotting 66 matplotlib 61 data 60 analytics 58 pandas 56 deep-learning 45 python3 40 charts 39 statistics 37 data-analytics 36 data-engineering 35 data-viz 35 flask 35 react 34 business-intelligence 34 bi 33 machine learning 31 plotly 30 business-analytics 30 sql-editor 30 superset 30 ui 29 apache 29 asf 29 apache-superset 29 hacktoberfest 26 jupyter-notebook 25 eda 20 data science 20 pivot-tables 20 multidimensional-analysis 19 Jupyter 19 bioinformatics 19 olap 19 cube 19 atoti 19 models 19 what-if-analysis 19 exploratory-data-analysis 18 analysis 18 ml 18 database 18 widgets 17 streamlit 17 developer-tools 17 ai 16 dataviz 16 javascript 16 IPython 16 Widgets 16 ui-components 16 interface 16 data-mining 15 tensorflow 15 data visualization 15 plotly-dash 15 machinelearning 14 python-notebook 14 gradio-interface 14 gradio 14 pytorch 14 notebook 14 deploy 14 data-exploration 14 mlops 13 maps 13 cloud 12 sql 12 data-profiling 12 computational-notebooks 12 aws 12 science 12 ipython 12 explainable-ai 11 reporting 11 artificial-intelligence 11 time-series 11 data analysis 11 plot 10 webgl 10 charting-library 10 seaborn 10 bokeh 10 data-preprocessing 9 data-processing 9 dash 9 geospatial 9 chart 9 charting 9 dimensionality-reduction 9 reproducibility 9 datascience 9 explainable-ml 9 clustering 9