{"id":16051,"date":"2019-09-04T21:26:50","date_gmt":"2019-09-05T01:26:50","guid":{"rendered":"https:\/\/bangla.salearningschool.com\/recent-posts\/data-visualization-in-python-r\/"},"modified":"2025-06-25T02:24:50","modified_gmt":"2025-06-25T02:24:50","slug":"data-visualization-in-python-r","status":"publish","type":"post","link":"http:\/\/bangla.sitestree.com\/?p=16051","title":{"rendered":"Data Visualization in Python (R)"},"content":{"rendered":"<h1>Python Treemaps with Squarify &amp; Matplotlib<\/h1>\n<p> <a href=\"https:\/\/fcpython.com\/visualisation\/python-treemaps-squarify-matplotlib\">https:\/\/fcpython.com\/visualisation\/python-treemaps-squarify-matplotlib<\/a><\/p>\n<p>&#8212;<\/p>\n<h1>Treemaps With Squarify<br \/>\n<\/h1>\n<p> <a href=\"https:\/\/galaxydatatech.com\/2018\/03\/20\/treemaps-with-squarify\/\">https:\/\/galaxydatatech.com\/2018\/03\/20\/treemaps-with-squarify\/<\/a><\/p>\n<p>&#8212;<br \/>\n200 Basic Treemap with python<\/p>\n<p><a href=\"https:\/\/python-graph-gallery.com\/200-basic-treemap-with-python\/\">https:\/\/python-graph-gallery.com\/200-basic-treemap-with-python\/<\/a><\/p>\n<p>&#8212;<\/p>\n<p>Dendrograms in Python<\/p>\n<p><a href=\"https:\/\/plot.ly\/python\/dendrogram\/\">https:\/\/plot.ly\/python\/dendrogram\/<\/a><\/p>\n<p><a href=\"https:\/\/python-graph-gallery.com\/dendrogram\/\">https:\/\/python-graph-gallery.com\/dendrogram\/<\/a><\/p>\n<p>&#8212;<\/p>\n<h1>HIERARCHICAL CLUSTERING IN R: THE ESSENTIALS<\/h1>\n<p> <a href=\"https:\/\/www.datanovia.com\/en\/lessons\/examples-of-dendrograms-visualization\/\">https:\/\/www.datanovia.com\/en\/lessons\/examples-of-dendrograms-visualization\/<\/a><\/p>\n<p>&#8212;<\/p>\n<h1>Geographic Data with Basemap<\/h1>\n<p> <a href=\"https:\/\/jakevdp.github.io\/PythonDataScienceHandbook\/04.13-geographic-data-with-basemap.html\">https:\/\/jakevdp.github.io\/PythonDataScienceHandbook\/04.13-geographic-data-with-basemap.html<\/a><\/p>\n<p>&#8212;<\/p>\n<h1>Plotting data on a map (Example Gallery)<a href=\"https:\/\/matplotlib.org\/basemap\/users\/examples.html#plotting-data-on-a-map-example-gallery\" title=\"Permalink to this headline\">\u00b6<\/a><br \/>\n<\/h1>\n<p> <a href=\"https:\/\/matplotlib.org\/basemap\/users\/examples.html\">https:\/\/matplotlib.org\/basemap\/users\/examples.html<\/a><\/p>\n<p>&#8212;<\/p>\n<p>A quick demonstration of creating a basemap and plotting or drawing objects<\/p>\n<p><a href=\"https:\/\/gist.github.com\/blaylockbk\/79658bdde8c1334ab88d3a67c6e57477\">https:\/\/gist.github.com\/blaylockbk\/79658bdde8c1334ab88d3a67c6e57477<\/a><\/p>\n<p>&#8212;<\/p>\n<p>Introduction to Interactive Time Series Visualizations with Plotly in Python<\/p>\n<p><a href=\"https:\/\/towardsdatascience.com\/introduction-to-interactive-time-series-visualizations-with-plotly-in-python-d3219eb7a7af\">https:\/\/towardsdatascience.com\/introduction-to-interactive-time-series-visualizations-with-plotly-in-python-d3219eb7a7af<\/a><\/p>\n<p>&#8212;<\/p>\n<p>Time Series Data Visualization with Python<\/p>\n<p><a href=\"https:\/\/machinelearningmastery.com\/time-series-data-visualization-with-python\/\">https:\/\/machinelearningmastery.com\/time-series-data-visualization-with-python\/<\/a><\/p>\n<p>&#8212;<\/p>\n<p>Introduction to Data Visualization in Python<\/p>\n<p><a href=\"https:\/\/towardsdatascience.com\/introduction-to-data-visualization-in-python-89a54c97fbed\">https:\/\/towardsdatascience.com\/introduction-to-data-visualization-in-python-89a54c97fbed<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Python Treemaps with Squarify &amp; Matplotlib https:\/\/fcpython.com\/visualisation\/python-treemaps-squarify-matplotlib &#8212; Treemaps With Squarify https:\/\/galaxydatatech.com\/2018\/03\/20\/treemaps-with-squarify\/ &#8212; 200 Basic Treemap with python https:\/\/python-graph-gallery.com\/200-basic-treemap-with-python\/ &#8212; Dendrograms in Python https:\/\/plot.ly\/python\/dendrogram\/ https:\/\/python-graph-gallery.com\/dendrogram\/ &#8212; HIERARCHICAL CLUSTERING IN R: THE ESSENTIALS https:\/\/www.datanovia.com\/en\/lessons\/examples-of-dendrograms-visualization\/ &#8212; Geographic Data with Basemap https:\/\/jakevdp.github.io\/PythonDataScienceHandbook\/04.13-geographic-data-with-basemap.html &#8212; Plotting data on a map (Example Gallery)\u00b6 https:\/\/matplotlib.org\/basemap\/users\/examples.html &#8212; A quick demonstration of creating a &hellip; <\/p>\n<p><a class=\"more-link btn\" href=\"http:\/\/bangla.sitestree.com\/?p=16051\">Continue reading<\/a><\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[1910,1903,182],"tags":[],"class_list":["post-16051","post","type-post","status-publish","format-standard","hentry","category-ai-ml-ds-rl-dl-nn-nlp-data-mining-optimization","category-data-visualization","category---blog","item-wrap"],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"jetpack-related-posts":[{"id":16059,"url":"http:\/\/bangla.sitestree.com\/?p=16059","url_meta":{"origin":16051,"position":0},"title":"Data Visualization Misc","author":"Sayed","date":"September 5, 2019","format":false,"excerpt":"Data Visualization Overview: ---------------------------- Data Visualization: About Data Visualization http:\/\/guides.library.duke.edu\/c.php?g=289678&p=1930713 I Can See Clearly Now: A Survey of Data Visualization Techniques & Practice https:\/\/www.slideshare.net\/myles_harrison\/i-can-see-clearly-now-a-survey-of-data-visualization-techniques-practice-31179055 Visualization in Data Science: What is it for? http:\/\/guides.library.duke.edu\/c.php?g=289678&p=1930713 Anscombe's quartet https:\/\/en.wikipedia.org\/wiki\/Anscombe's_quartet Storytelling and data visualization\u2026\u00a0So what? https:\/\/www.dapresy.com\/storytelling-and-data-visualization\/ Visualization Types https:\/\/guides.library.duke.edu\/datavis\/vis_types Junk Charts https:\/\/junkcharts.typepad.com\/junk_charts\/2012\/10\/expanding-circles-of-error.html Visualization Analysis\u2026","rel":"","context":"In &quot;AI ML DS RL DL NN NLP Data Mining Optimization&quot;","block_context":{"text":"AI ML DS RL DL NN NLP Data Mining Optimization","link":"http:\/\/bangla.sitestree.com\/?cat=1910"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":16135,"url":"http:\/\/bangla.sitestree.com\/?p=16135","url_meta":{"origin":16051,"position":1},"title":"Hierarchical Visualization: Examples, Implementations, Theory, and Projects","author":"Sayed","date":"September 9, 2019","format":false,"excerpt":"Hierarchical Visualization Hierarchical Visualization in R http:\/\/www.r-chart.com\/2010\/07\/hierarchical-visualizations-in-r-and.html Hierarchical cluster analysis on famous data sets - enhanced with the dendextend package https:\/\/cran.r-project.org\/web\/packages\/dendextend\/vignettes\/Cluster_Analysis.html Tree Plots https:\/\/plot.ly\/python\/tree-plots\/ A Python framework for the analysis and visualization of trees. http:\/\/etetoolkit.org\/ Hierarchy https:\/\/en.wikipedia.org\/wiki\/Hierarchy Organizational Chart https:\/\/upload.wikimedia.org\/wikipedia\/commons\/8\/86\/Departments_in_advertising_agencies.jpg Brackets https:\/\/en.wikipedia.org\/wiki\/Bracket_(tournament)#\/media\/File:SixteenPlayerSingle Introduction to Graphs http:\/\/btechsmartclass.com\/data_structures\/introduction-to-graphs.html https:\/\/www.csee.umbc.edu\/courses\/undergraduate\/341\/fall98\/frey\/ClassNotes\/Class14\/RootedTree.jpg Tree Data Structure\u2026","rel":"","context":"In &quot;Data Visualization&quot;","block_context":{"text":"Data Visualization","link":"http:\/\/bangla.sitestree.com\/?cat=1903"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":26191,"url":"http:\/\/bangla.sitestree.com\/?p=26191","url_meta":{"origin":16051,"position":2},"title":"Hierarchical Visualization: Examples, Implementations, Theory, and Projects #Root","author":"Author-Check- Article-or-Video","date":"April 19, 2021","format":false,"excerpt":"Hierarchical Visualization Hierarchical Visualization in R http:\/\/www.r-chart.com\/2010\/07\/hierarchical-visualizations-in-r-and.html Hierarchical cluster analysis on famous data sets - enhanced with the dendextend package https:\/\/cran.r-project.org\/web\/packages\/dendextend\/vignettes\/Cluster_Analysis.html Tree Plots https:\/\/plot.ly\/python\/tree-plots\/ A Python framework for the analysis and visualization of trees. http:\/\/etetoolkit.org\/ Hierarchy https:\/\/en.wikipedia.org\/wiki\/Hierarchy Organizational Chart https:\/\/upload.wikimedia.org\/wikipedia\/commons\/8\/86\/Departments_in_advertising_agencies.jpg Brackets https:\/\/en.wikipedia.org\/wiki\/Bracket_(tournament)#\/media\/File:SixteenPlayerSingle Introduction to Graphs http:\/\/btechsmartclass.com\/data_structures\/introduction-to-graphs.html https:\/\/www.csee.umbc.edu\/courses\/undergraduate\/341\/fall98\/frey\/ClassNotes\/Class14\/RootedTree.jpg Tree Data Structure\u2026","rel":"","context":"In &quot;Data Visualization&quot;","block_context":{"text":"Data Visualization","link":"http:\/\/bangla.sitestree.com\/?cat=1903"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":76547,"url":"http:\/\/bangla.sitestree.com\/?p=76547","url_meta":{"origin":16051,"position":3},"title":"Advanced Data Visualization Resources (in Python)","author":"Sayed","date":"January 1, 2025","format":false,"excerpt":"Advanced Data Visualization Advanced Data Visualization Data Visualization Misc Data Visualization Overview: Data Visualization: About Data Visualization http:\/\/guides.library.duke.edu\/c.php?g=289678&p=1930713 I Can See Clearly Now: A Survey of Data Visualization Techniques & Practice https:\/\/www.slideshare.net\/myles_harrison\/i-can-see-clearly-now-a-survey-of-data-visualization-techniques-practice-31179055 Visualization in Data Science: What is it for? http:\/\/guides.library.duke.edu\/c.php?g=289678&p=1930713 Anscombe's quartet https:\/\/en.wikipedia.org\/wiki\/Anscombe's_quartet Storytelling and data visualization\u2026 So what?\u2026","rel":"","context":"In &quot;Data Visualization&quot;","block_context":{"text":"Data Visualization","link":"http:\/\/bangla.sitestree.com\/?cat=1903"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":16153,"url":"http:\/\/bangla.sitestree.com\/?p=16153","url_meta":{"origin":16051,"position":4},"title":"Time Series: Concepts, Visualizations, Example Code, Example Projects","author":"Sayed","date":"September 9, 2019","format":false,"excerpt":"Time Series: Concepts, Visualizations, Example Code, Example Projects What is Time Serieshttps:\/\/en.wikipedia.org\/wiki\/Time_series A comprehensive beginner\u2019s guide to create a Time Series Forecast (with Codes in Python and R)https:\/\/www.analyticsvidhya.com\/blog\/2016\/02\/time-series-forecasting-codes-python\/ A Complete Tutorial on Time Series Modeling in Rhttps:\/\/www.analyticsvidhya.com\/blog\/2015\/12\/complete-tutorial-time-series-modeling\/ Creating Time Series Forecast using Pythonhttps:\/\/courses.analyticsvidhya.com\/courses\/creating-time-series-forecast-using-python?utm_source=blog&utm_medium=TimeSeriesForecastComprehensivearticle 6.4.1. Definitions, Applications and Techniqueshttps:\/\/www.itl.nist.gov\/div898\/handbook\/pmc\/section4\/pmc41.htm Forecast and\u2026","rel":"","context":"In &quot;AI ML DS RL DL NN NLP Data Mining Optimization&quot;","block_context":{"text":"AI ML DS RL DL NN NLP Data Mining Optimization","link":"http:\/\/bangla.sitestree.com\/?cat=1910"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":76086,"url":"http:\/\/bangla.sitestree.com\/?p=76086","url_meta":{"origin":16051,"position":5},"title":"Library Import in Python for ML\/Graph ML","author":"Sayed","date":"May 19, 2024","format":false,"excerpt":"import libraries import os import pandas as pd import math Import Libraries for Graph, GNN (Graph Neural Network), and GCN (Graph Convolutional Network) import stellargraph as sg from stellargraph import StellarGraph from stellargraph.layer import DeepGraphCNN from stellargraph.mapper import FullBatchNodeGenerator from stellargraph.mapper import PaddedGraphGenerator from stellargraph.layer import GCN Machine Learning related\u2026","rel":"","context":"In &quot;\u09ac\u09cd\u09b2\u0997 \u0964 Blog&quot;","block_context":{"text":"\u09ac\u09cd\u09b2\u0997 \u0964 Blog","link":"http:\/\/bangla.sitestree.com\/?cat=182"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]}],"_links":{"self":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts\/16051","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=16051"}],"version-history":[{"count":1,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts\/16051\/revisions"}],"predecessor-version":[{"id":16078,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts\/16051\/revisions\/16078"}],"wp:attachment":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=16051"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=16051"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=16051"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}