{"id":76547,"date":"2025-01-01T02:26:38","date_gmt":"2025-01-01T02:26:38","guid":{"rendered":"http:\/\/bangla.sitestree.com\/?p=76547"},"modified":"2025-06-25T02:24:49","modified_gmt":"2025-06-25T02:24:49","slug":"advanced-data-visualization-resources-in-python","status":"publish","type":"post","link":"http:\/\/bangla.sitestree.com\/?p=76547","title":{"rendered":"Advanced Data Visualization Resources (in Python)"},"content":{"rendered":"\n<h1 class=\"wp-block-heading\">Advanced Data Visualization<\/h1>\n\n\n\n<h1 class=\"wp-block-heading\">Advanced Data Visualization<\/h1>\n\n\n\n<h1 class=\"wp-block-heading\">Data Visualization Misc<\/h1>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Data Visualization Overview:<\/li>\n\n\n\n<li>Data Visualization: About Data Visualization<\/li>\n\n\n\n<li>http:\/\/guides.library.duke.edu\/c.php?g=289678&amp;p=1930713<\/li>\n\n\n\n<li>I Can See Clearly Now: A Survey of Data Visualization Techniques &amp; Practice<\/li>\n\n\n\n<li>https:\/\/www.slideshare.net\/myles_harrison\/i-can-see-clearly-now-a-survey-of-data-visualization-techniques-practice-31179055<\/li>\n\n\n\n<li>Visualization in Data Science: What is it for?<\/li>\n\n\n\n<li>http:\/\/guides.library.duke.edu\/c.php?g=289678&amp;p=1930713<\/li>\n\n\n\n<li>Anscombe&#8217;s quartet<\/li>\n\n\n\n<li>https:\/\/en.wikipedia.org\/wiki\/Anscombe&#8217;s_quartet<\/li>\n\n\n\n<li>Storytelling and data visualization\u2026 So what?<\/li>\n\n\n\n<li>https:\/\/www.dapresy.com\/storytelling-and-data-visualization\/<\/li>\n\n\n\n<li>Visualization Types<\/li>\n\n\n\n<li>https:\/\/guides.library.duke.edu\/datavis\/vis_types<\/li>\n\n\n\n<li>Junk Chart<\/li>\n\n\n\n<li>https:\/\/junkcharts.typepad.com\/junk_charts\/2012\/10\/expanding-circles-of-error.htm<\/li>\n\n\n\n<li>Visualization Analysis &amp; Desig<\/li>\n\n\n\n<li>https:\/\/www.cs.ubc.ca\/~tmm\/talks\/minicourse14\/vad16nasa.pdf<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><br><br><\/h2>\n\n\n\n<h1 class=\"wp-block-heading\">Data Visualization Misc<\/h1>\n\n\n\n<h2 class=\"wp-block-heading\"><br><br><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Python Treemaps with Squarify &amp; Matplotlib<\/li>\n\n\n\n<li>Treemaps With Squarify<\/li>\n\n\n\n<li>https:\/\/fcpython.com\/visualisation\/python-treemaps-squarify-matplotlib<\/li>\n\n\n\n<li>200 Basic Treemap with python<\/li>\n\n\n\n<li>HIERARCHICAL CLUSTERING IN R: THE ESSENTIALS<\/li>\n\n\n\n<li>Geographic Data with Basemap<\/li>\n\n\n\n<li>Plotting data on a map (Example Gallery)<\/li>\n\n\n\n<li>https:\/\/matplotlib.org\/basemap\/users\/examples.html<\/li>\n\n\n\n<li>https:\/\/gist.github.com\/blaylockbk\/79658bdde8c1334ab88d3a67c6e57477<\/li>\n\n\n\n<li>Introduction to Interactive Time Series Visualizations with Plotly in Python<\/li>\n\n\n\n<li>Time Series Data Visualization with Python<\/li>\n\n\n\n<li>Introduction to Data Visualization in Python<\/li>\n\n\n\n<li>https:\/\/towardsdatascience.com\/introduction-to-data-visualization-in-python-89a54c97fbed<\/li>\n\n\n\n<li>https:\/\/guides.library.duke.edu\/c.php?g=289678&amp;p=1930713<\/li>\n\n\n\n<li>http:\/\/cds.nyu.edu\/wpcontent\/uploads\/2014\/04\/bertini_datascience_showcase_May12_2014.pdf<\/li>\n\n\n\n<li>https:\/\/en.wikipedia.org\/wiki\/Anscombe&#8217;s_quartet<\/li>\n\n\n\n<li>DATA VISUALIZATION VS. INFOGRAPHICS<\/li>\n\n\n\n<li>https:\/\/visage.co\/throwdown-data-visualization-vs-infographics\/<\/li>\n<\/ul>\n\n\n\n<h1 class=\"wp-block-heading\">Data Visualization Misc<\/h1>\n\n\n\n<ul class=\"wp-block-list\">\n<li>https:\/\/galaxydatatech.com\/2018\/03\/20\/treemaps-with-squarify\/<\/li>\n\n\n\n<li>https:\/\/python-graph-gallery.com\/200-basic-treemap-with-python\/<\/li>\n\n\n\n<li>Dendrograms in Python<\/li>\n\n\n\n<li>https:\/\/plot.ly\/python\/dendrogram\/<\/li>\n\n\n\n<li>https:\/\/python-graph-gallery.com\/dendrogram\/<\/li>\n\n\n\n<li>https:\/\/www.datanovia.com\/en\/lessons\/examples-of-dendrograms-visualization\/<\/li>\n\n\n\n<li>https:\/\/jakevdp.github.io\/PythonDataScienceHandbook\/04.13-geographic-data-with-basemap.html<\/li>\n\n\n\n<li>A quick demonstration of creating a basemap and plotting or drawing objects<\/li>\n\n\n\n<li>https:\/\/towardsdatascience.com\/introduction-to-interactive-time-series-visualizations-with-plotly-in-python-d3219eb7a7af<\/li>\n\n\n\n<li>https:\/\/machinelearningmastery.com\/time-series-data-visualization-with-python\/<\/li>\n<\/ul>\n\n\n\n<h1 class=\"wp-block-heading\">Repeat of previous topic: see title<\/h1>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Python Treemaps with Squarify &amp; Matplotlib<\/li>\n\n\n\n<li>https:\/\/fcpython.com\/visualisation\/python-treemaps-squarify-matplotlib<\/li>\n\n\n\n<li>Treemaps With Squarify<\/li>\n\n\n\n<li>https:\/\/galaxydatatech.com\/2018\/03\/20\/treemaps-with-squarify\/<\/li>\n\n\n\n<li>200 Basic Treemap with python<\/li>\n\n\n\n<li>https:\/\/python-graph-gallery.com\/200-basic-treemap-with-python\/<\/li>\n\n\n\n<li>Dendrograms in Python<\/li>\n\n\n\n<li>https:\/\/plot.ly\/python\/dendrogram\/<\/li>\n\n\n\n<li>https:\/\/python-graph-gallery.com\/dendrogram\/<\/li>\n\n\n\n<li>HIERARCHICAL CLUSTERING IN R: THE ESSENTIALS<\/li>\n\n\n\n<li>https:\/\/www.datanovia.com\/en\/lessons\/examples-of-dendrograms-visualization\/<\/li>\n\n\n\n<li>Geographic Data with Basemap<\/li>\n\n\n\n<li>https:\/\/jakevdp.github.io\/PythonDataScienceHandbook\/04.13-geographic-data-with-basemap.html<\/li>\n\n\n\n<li>Plotting data on a map (Example Gallery)\u00b6<\/li>\n\n\n\n<li>https:\/\/matplotlib.org\/basemap\/users\/examples.html<\/li>\n\n\n\n<li>A quick demonstration of creating a basemap and plotting or drawing objects<\/li>\n\n\n\n<li>https:\/\/gist.github.com\/blaylockbk\/79658bdde8c1334ab88d3a67c6e57477<\/li>\n\n\n\n<li>Introduction to Interactive Time Series Visualizations with Plotly in Python<\/li>\n\n\n\n<li>https:\/\/towardsdatascience.com\/introduction-to-interactive-time-series-visualizations-with-plotly-in-python-d3219eb7a7af<\/li>\n\n\n\n<li>Time Series Data Visualization with Python<\/li>\n\n\n\n<li>https:\/\/machinelearningmastery.com\/time-series-data-visualization-with-python\/<\/li>\n\n\n\n<li>Introduction to Data Visualization in Python<\/li>\n\n\n\n<li>https:\/\/towardsdatascience.com\/introduction-to-data-visualization-in-pyhon-89a54c97fbed<\/li>\n<\/ul>\n\n\n\n<h1 class=\"wp-block-heading\">Basic Charts Resources<\/h1>\n\n\n\n<ul class=\"wp-block-list\">\n<li>BASIC CHARTS<\/li>\n\n\n\n<li>Types: Datasets and Data<\/li>\n\n\n\n<li>http:\/\/www.cs.ubc.ca\/~tmm\/talks\/minicourse14\/vad16nasa.pdf<\/li>\n\n\n\n<li>Common Charts<\/li>\n\n\n\n<li>Histogram:<\/li>\n\n\n\n<li>https:\/\/en.wikipedia.org\/wiki\/Histogram<\/li>\n\n\n\n<li>Histogram Examples:<\/li>\n\n\n\n<li>https:\/\/statistics.laerd.com\/statisticalguides\/understanding-histograms.php<\/li>\n\n\n\n<li>The problem with Sturges\u2019 rule for constructing histograms<\/li>\n\n\n\n<li>https:\/\/robjhyndman.com\/papers\/sturges.pdf<\/li>\n\n\n\n<li>Bad examples for Histogram:<\/li>\n\n\n\n<li>https:\/\/www2.southeastern.edu\/Academics\/Faculty\/dgurney\/Math241\/StatTopics\/HistGen.htm<\/li>\n<\/ul>\n\n\n\n<h1 class=\"wp-block-heading\">Basic Charts Resources<\/h1>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Histogram (Non-Uniform Widths)<\/li>\n\n\n\n<li>https:\/\/www.onlinemathlearning.com\/histogram-width.html<\/li>\n\n\n\n<li>What Is a Frequency Polygon Used For?<\/li>\n\n\n\n<li>https:\/\/www.reference.com\/math\/frequency-polygon-used-54f72d4d24e0666c<\/li>\n\n\n\n<li>Histograms and histographs<\/li>\n\n\n\n<li>https:\/\/www150.statcan.gc.ca\/n1\/edu\/power-pouvoir\/ch9\/histo\/5214822-eng.htm<\/li>\n<\/ul>\n\n\n\n<h1 class=\"wp-block-heading\">Basic Charts Resources<\/h1>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Frequency Polygon<\/li>\n\n\n\n<li>http:\/\/www.matematikaria.com\/kamus\/frequency-polygon.html<\/li>\n<\/ul>\n\n\n\n<h1 class=\"wp-block-heading\">Basic Charts Resources<\/h1>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Bar Chart<\/li>\n\n\n\n<li>Chart<\/li>\n\n\n\n<li>https:\/\/en.wikipedia.org\/wiki\/Chart#\/media\/File:F%C3%B6rs%C3%A4ljningsstatisti%20k_f%C3%B6r_blanddrycker.png<\/li>\n\n\n\n<li>https:\/\/en.wikipedia.org\/wiki\/Chart<\/li>\n\n\n\n<li>Bar Chart: Construction<\/li>\n\n\n\n<li>https:\/\/www.slideshare.net\/infinityrulz\/stats-16<\/li>\n\n\n\n<li>Survey:<\/li>\n\n\n\n<li>https:\/\/www.slideshare.net\/myles_harrison\/i-can-see-clearly-now-a-survey-of-data-visualization-techniques-practice-31179055<\/li>\n\n\n\n<li>https:\/\/www.slideshare.net\/infinityrulz\/stats-16<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><br><br><\/h2>\n\n\n\n<h2 class=\"wp-block-heading\"><br><br><\/h2>\n\n\n\n<h1 class=\"wp-block-heading\">Basic Charts Resources<\/h1>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Piechart<\/li>\n\n\n\n<li>https:\/\/en.wikipedia.org\/wiki\/File:ActionnariatLibe2007-fr.svg<\/li>\n\n\n\n<li>http:\/\/fluidsurveys.com\/university\/use-different-chart-types\/<\/li>\n\n\n\n<li>Construction of Pie Charts<\/li>\n\n\n\n<li>https:\/\/www.math-only-math.com\/construction-of-pie-chart.html<\/li>\n\n\n\n<li>Serviceability Reports Archive<\/li>\n\n\n\n<li>https:\/\/www.cisco.com\/en\/US\/docs\/voice_ip_comm\/cucm\/service\/4_0_1\/ccmsrvs\/sssrvrep.html<\/li>\n\n\n\n<li>Understanding Pie Charts: Good and bad Examples<\/li>\n\n\n\n<li>https:\/\/eagereyes.org\/techniques\/pie-charts<\/li>\n<\/ul>\n\n\n\n<h1 class=\"wp-block-heading\">Basic Charts Resources<\/h1>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Box Plot<\/li>\n\n\n\n<li>https:\/\/en.wikipedia.org\/wiki\/Box_plot<\/li>\n\n\n\n<li>How to Read and Use a Box-and-Whisker Plot<\/li>\n\n\n\n<li>https:\/\/flowingdata.com\/2008\/02\/15\/how-to-read-and-use-a-box-and-whisker-plot\/<\/li>\n\n\n\n<li>Boxplot<\/li>\n\n\n\n<li>http:\/\/shiny.chemgrid.org\/boxplotr\/<\/li>\n\n\n\n<li>How to Think Outside the Boxplot<\/li>\n\n\n\n<li>https:\/\/blog.minitab.com\/blog\/statistics-and-quality-data-analysis\/how-to-think-outside-the-boxplot<\/li>\n<\/ul>\n\n\n\n<h1 class=\"wp-block-heading\">Network Visualizations<\/h1>\n\n\n\n<ul class=\"wp-block-list\">\n<li>NETWORK VISUALIZATION<\/li>\n\n\n\n<li>Example:<\/li>\n\n\n\n<li>http:\/\/graphs.grevian.org\/resources\/static\/images\/example1.png<\/li>\n\n\n\n<li>Graph<\/li>\n\n\n\n<li>http:\/\/mathworld.wolfram.com\/Graph.html<\/li>\n\n\n\n<li>DIRECTED, UNDIRECTED, WEIGHTED, UNWEIGHTED GRAPH REPRESENTATION IN ADJACENCY LIST, MATRIX REFERENCE SHEET<\/li>\n\n\n\n<li>https:\/\/quickgrid.wordpress.com\/2015\/05\/29\/directed-undirected-weighted-unweighted-graph-representation-in-adjacency-list-matrix-reference-sheet\/<\/li>\n\n\n\n<li>Graphs in Computer Science<\/li>\n\n\n\n<li>http:\/\/web.cecs.pdx.edu\/~sheard\/course\/Cs163\/Doc\/Graphs.html<\/li>\n\n\n\n<li>Types of Graphs<\/li>\n\n\n\n<li>https:\/\/www.javatpoint.com\/types-of-graphs<\/li>\n\n\n\n<li>Finite State Machines<\/li>\n\n\n\n<li>https:\/\/brilliant.org\/wiki\/finite-state-machines\/<\/li>\n\n\n\n<li>A D3 Network Graph<\/li>\n\n\n\n<li>http:\/\/bl.ocks.org\/jose187\/4733747<\/li>\n<\/ul>\n\n\n\n<h1 class=\"wp-block-heading\">Network Visualizations<\/h1>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Fisheye Distortion<\/li>\n\n\n\n<li>https:\/\/bost.ocks.org\/mike\/fisheye\/<\/li>\n\n\n\n<li>http:\/\/www.michelecoscia.com\/wp-content\/uploads\/2012\/08\/demon2.png<\/li>\n\n\n\n<li>Arc Layout<\/li>\n\n\n\n<li>http:\/\/bl.ocks.org\/sjengle\/5431779<\/li>\n\n\n\n<li>Gridlayout<\/li>\n\n\n\n<li>http:\/\/opentutorials.cgl.ucsf.edu\/images\/b\/bc\/GridLayout.png<\/li>\n\n\n\n<li>Circular Layout<\/li>\n\n\n\n<li>https:\/\/66.media.tumblr.com\/8162e2b68064b3aff0fcc5f9be90c016\/tumblr_inline_mtcb19aG1n1qzro4y.png<\/li>\n\n\n\n<li>An A to Z of extra features for the D3 force layout<\/li>\n\n\n\n<li>http:\/\/www.coppelia.io\/2014\/07\/an-a-to-z-of-extra-features-for-the-d3-force-layout\/<\/li>\n<\/ul>\n\n\n\n<h1 class=\"wp-block-heading\">Network Visualizations<\/h1>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Force Layout<\/li>\n\n\n\n<li>https:\/\/medium.com\/@sxywu\/understanding-the-force-ef1237017d5#.fo45j7vnp<\/li>\n\n\n\n<li>Understanding D3.js Force Layout &#8211; 3: Seeing a Layout in Action<\/li>\n\n\n\n<li>http:\/\/jsdatav.is\/visuals.html?id=26648f33f3bc9725604a<\/li>\n\n\n\n<li>Force-Directed Graph<\/li>\n\n\n\n<li>https:\/\/observablehq.com\/@d3\/force-directed-graph<\/li>\n\n\n\n<li>Hive Plot (Links)<\/li>\n\n\n\n<li>https:\/\/bl.ocks.org\/mbostock\/2066415<\/li>\n\n\n\n<li>Hive Plots<\/li>\n\n\n\n<li>https:\/\/bost.ocks.org\/mike\/hive\/<\/li>\n\n\n\n<li>Exploratory Data Analysis of Network Traffic in Industrial Control Systems<\/li>\n\n\n\n<li>http:\/\/docplayer.net\/13892735-Exploratory-data-analysis-of-network-traffic-in-industrial-control-systems.html<\/li>\n<\/ul>\n\n\n\n<h1 class=\"wp-block-heading\">Network Visualizations<\/h1>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Graph Theory &#8211; Isomorphism<\/li>\n\n\n\n<li>https:\/\/www.tutorialspoint.com\/graph_theory\/graph_theory_isomorphism.htm<\/li>\n\n\n\n<li>Planar graph<\/li>\n\n\n\n<li>https:\/\/en.wikipedia.org\/wiki\/Planar_graph<\/li>\n\n\n\n<li>Chord Dependency Diagram<\/li>\n\n\n\n<li>https:\/\/observablehq.com\/@d3\/chord-dependency-diagram<\/li>\n\n\n\n<li>Hierarchical Edge Bundling<\/li>\n\n\n\n<li>https:\/\/observablehq.com\/@d3\/hierarchical-edge-bundling<\/li>\n\n\n\n<li>Hierarchical Edge Bundles:Visualization of Adjacency Relations in Hierarchical Data<\/li>\n\n\n\n<li>https:\/\/aviz.fr\/wiki\/uploads\/Teaching2014\/bundles_infovis.pdf<\/li>\n<\/ul>\n\n\n\n<h1 class=\"wp-block-heading\">GEO VISUALIZATION<\/h1>\n\n\n\n<ul class=\"wp-block-list\">\n<li>GEO VISUALIZATION<\/li>\n\n\n\n<li>spatial data<\/li>\n\n\n\n<li>https:\/\/searchsqlserver.techtarget.com\/definition\/spatial-data<\/li>\n\n\n\n<li>File:Latitude and Longitude of the Earth.svg<\/li>\n\n\n\n<li>https:\/\/en.wikipedia.org\/wiki\/File:Latitude_and_Longitude_of_the_Earth.svg<\/li>\n\n\n\n<li>Geographic coordinate system<\/li>\n\n\n\n<li>https:\/\/en.wikipedia.org\/wiki\/GWhy are all world maps wrong?eographic_coordinate_system<\/li>\n\n\n\n<li>How To Read GPS Coordinates<\/li>\n\n\n\n<li>https:\/\/www.ubergizmo.com\/how-to\/read-gps-coordinates\/<\/li>\n\n\n\n<li>Geographic coordinate conversion<\/li>\n\n\n\n<li>https:\/\/en.wikipedia.org\/wiki\/Geographic_coordinate_conversion<\/li>\n\n\n\n<li>GPS coordinates converter<\/li>\n\n\n\n<li>https:\/\/www.gps-coordinates.net\/gps-coordinates-converter<\/li>\n\n\n\n<li>GPS coordinates converter<\/li>\n\n\n\n<li>https:\/\/www.gps-coordinates.net\/gps-coordinates-converter<\/li>\n\n\n\n<li>Map Projection<\/li>\n\n\n\n<li>https:\/\/en.wikipedia.org\/wiki\/Map_projection<\/li>\n<\/ul>\n\n\n\n<h1 class=\"wp-block-heading\">GEO VISUALIZATION<\/h1>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Why are all world maps wrong?<\/li>\n\n\n\n<li>https:\/\/www.quora.com\/Why-are-all-world-maps-wrong<\/li>\n\n\n\n<li>Map Projections &#8211; types and distortion patterns<\/li>\n\n\n\n<li>http:\/\/geokov.com\/education\/map-projection.aspx<\/li>\n\n\n\n<li>Map Projection<\/li>\n\n\n\n<li>https:\/\/en.wikipedia.org\/wiki\/Map_projection<\/li>\n\n\n\n<li>Map projections and distortion<\/li>\n\n\n\n<li>http:\/\/www.geography.hunter.cuny.edu\/~jochen\/GTECH361\/lectures\/lecture04\/concepts\/Map%20coordinate%20systems\/Map%20projections%20and%20distortion.ht<\/li>\n\n\n\n<li>Mercator&#8217;s Projection<\/li>\n\n\n\n<li>http:\/\/www.math.ubc.ca\/~israel\/m103\/mercator\/mercator.html?utm_source=weibolife<\/li>\n\n\n\n<li>https:\/\/en.wikipedia.org\/wiki\/Mercator_projection<\/li>\n\n\n\n<li>https:\/\/www.britannica.com\/science\/Mercator-projection<\/li>\n\n\n\n<li>MAPS, CHARTS, AND PROJECTIONS<\/li>\n\n\n\n<li>http:\/\/www.tpub.com\/timeconversion\/15.htm<\/li>\n\n\n\n<li>Understanding Map Projections<\/li>\n\n\n\n<li>https:\/\/pdfs.semanticscholar.org\/e844\/813f5ec9665a9bce66eedd074430ee570471.pdf<\/li>\n\n\n\n<li>Why Are Rhumb Lines (Loxodromes) a Constant Track Direction? (and not the Shortest Path)<\/li>\n\n\n\n<li>https:\/\/gisgeography.com\/rhumb-lines-loxodromes\/<\/li>\n\n\n\n<li>Kartography<\/li>\n\n\n\n<li>http:\/\/cxhernandez.com\/static\/files\/kartography\/images\/svg.png<\/li>\n<\/ul>\n\n\n\n<h1 class=\"wp-block-heading\">GEO VISUALIZATION<\/h1>\n\n\n\n<ul class=\"wp-block-list\">\n<li>ShapeFile and Data File<\/li>\n\n\n\n<li>https:\/\/en.wikipedia.org\/wiki\/Shapefile<\/li>\n\n\n\n<li>Geojson<\/li>\n\n\n\n<li>http:\/\/geojson.io\/#map=2\/20.0\/0.0<\/li>\n\n\n\n<li>https:\/\/en.wikipedia.org\/wiki\/GeoJSON<\/li>\n\n\n\n<li>Latlong-converter<\/li>\n\n\n\n<li>https:\/\/www.directionsmag.com\/site\/latlong-converter\/<\/li>\n\n\n\n<li>Get Latitude and Longitude<\/li>\n\n\n\n<li>https:\/\/www.latlong.net\/<\/li>\n<\/ul>\n\n\n\n<h1 class=\"wp-block-heading\">Visualization of Multivariate Charts<\/h1>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Dataset Types<\/li>\n\n\n\n<li>Tables, Networks, Spatial<\/li>\n\n\n\n<li>https:\/\/www.cs.ubc.ca\/~tmm\/talks\/minicourse14\/vad16nasa.pdf<\/li>\n\n\n\n<li>Attribute Types<\/li>\n\n\n\n<li>Categorical, Ordered, Quantitative<\/li>\n\n\n\n<li>Multivariate Charts<\/li>\n\n\n\n<li>Scatter Plot, Heat Map, Bubble Chart, Parallel Coordinates, Radar Plot<\/li>\n\n\n\n<li>Scatter Plot<\/li>\n\n\n\n<li>https:\/\/en.wikipedia.org\/wiki\/Scatter_plot<\/li>\n\n\n\n<li>Scatter Plot : Details: Patterns<\/li>\n\n\n\n<li>https:\/\/mste.illinois.edu\/courses\/ci330ms\/youtsey\/scatterinfo.html<\/li>\n\n\n\n<li>Scatter Plot and Trend Line<\/li>\n\n\n\n<li>https:\/\/www.mathsisfun.com\/data\/scatter-xy-plots.html<\/li>\n\n\n\n<li>Scatterplot Details<\/li>\n\n\n\n<li>https:\/\/www150.statcan.gc.ca\/n1\/edu\/power-pouvoir\/ch9\/scatter-nuages\/5214827-eng.htm<\/li>\n<\/ul>\n\n\n\n<h1 class=\"wp-block-heading\">Visualization of Multivariate Charts<\/h1>\n\n\n\n<ul class=\"wp-block-list\">\n<li>GRAPHICS: COMBINING TWOWAY SCATTERPLOTS | STATA LEARNING MODULES<\/li>\n\n\n\n<li>https:\/\/stats.idre.ucla.edu\/stata\/modules\/graph8\/twoway-scatter-combine\/<\/li>\n\n\n\n<li>Multiple overlaid scatterplots<\/li>\n\n\n\n<li>https:\/\/www.stata.com\/support\/faqs\/graphics\/gph\/graphdocs\/multiple-overlaid-scatterplots\/index.html<\/li>\n\n\n\n<li>Visualization in Data Science: What is it for?<\/li>\n\n\n\n<li>https:\/\/cds.nyu.edu\/wp-content\/uploads\/2014\/04\/bertini_datascience_showcase_May12_2014.pdf<\/li>\n\n\n\n<li>Scatterplots and Outliers. Scatterplot Bad Examples<\/li>\n\n\n\n<li>http:\/\/faculty.virginia.edu\/ASTR3130\/lablinks\/GuidePlots.html<\/li>\n\n\n\n<li>Heatmap<\/li>\n\n\n\n<li>https:\/\/www.highcharts.com\/demo\/heatmap<\/li>\n\n\n\n<li>SPSS: Heatmap<\/li>\n\n\n\n<li>https:\/\/www.ibm.com\/support\/knowledgecenter\/en\/SS3RA7_15.0.0\/com.ibm.spss.modeler.help\/graphboard_creating_examples_heatmap.htm<\/li>\n<\/ul>\n\n\n\n<h1 class=\"wp-block-heading\">Visualization of Multivariate Charts<\/h1>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Heat Map Color Gradients<\/li>\n\n\n\n<li>https:\/\/docs.microsoft.com\/en-us\/bingmaps\/v8-web-control\/map-control-concepts\/heat-map-module-examples\/heat-map-color-gradients?redirectedfrom=MSDN<\/li>\n\n\n\n<li>Heatmap and Correlation Map<\/li>\n\n\n\n<li>https:\/\/blogs.sas.com\/content\/sasdummy\/2013\/06\/12\/correlations-matrix-heatmap-with-sas\/<\/li>\n\n\n\n<li>Heatmap: Biclusters<\/li>\n\n\n\n<li>https:\/\/www.researchgate.net\/figure\/Heatmap-visualization-of-biclusters-a-Typical-heatmap-with-bright-colors-representing_fig1_5344500<\/li>\n\n\n\n<li>A visual analytics approach for understanding biclustering results from microarray data<\/li>\n\n\n\n<li>https:\/\/bmcbioinformatics.biomedcentral.com\/articles\/10.1186\/1471-2105-9-247<\/li>\n\n\n\n<li>Bubble Chart:<\/li>\n\n\n\n<li>https:\/\/www.fusioncharts.com\/resources\/chart-primers\/bubble-chart<\/li>\n\n\n\n<li>HOW TO DESIGN BUBBLE CHARTS: i.e Kind of Scatterplot<\/li>\n\n\n\n<li>https:\/\/visage.co\/data-visualization-101-bubble-charts<\/li>\n\n\n\n<li>Ted Talk: A Famous Bubble Chart<\/li>\n\n\n\n<li>https:\/\/www.ted.com\/talks\/hans_rosling_reveals_new_insights_on_poverty?language=en<\/li>\n\n\n\n<li>Junk Charts<\/li>\n\n\n\n<li>https:\/\/junkcharts.typepad.com\/junk_charts\/2013\/03\/blowing-the-whistle-at-bubble-charts.htm<\/li>\n\n\n\n<li>Parallel Coordinates<\/li>\n\n\n\n<li>https:\/\/en.wikipedia.org\/wiki\/Parallel_coordinates<\/li>\n<\/ul>\n\n\n\n<h1 class=\"wp-block-heading\">Visualization of Multivariate Charts<\/h1>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Polygonal chain<\/li>\n\n\n\n<li>https:\/\/en.wikipedia.org\/wiki\/Polygonal_chain<\/li>\n\n\n\n<li>Patterns: Parallel Coordinates<\/li>\n\n\n\n<li>https:\/\/eagereyes.org\/techniques\/parallel-coordinates<\/li>\n\n\n\n<li>More on Parallel Coordinates: Includes bad examples of Parallel Coordinates<\/li>\n\n\n\n<li>https:\/\/ldld.samizdat.cc\/2016\/parallel\/<\/li>\n\n\n\n<li>Radar Plots<\/li>\n\n\n\n<li>https:\/\/www.fusioncharts.com\/resources\/chart-primers\/radar-chart<\/li>\n\n\n\n<li>Radar Plots. Also, what does the area mean?<\/li>\n\n\n\n<li>https:\/\/ncva.itn.liu.se\/education-geovisual-analytics\/parallel-coordinates-and-radar-chart?l=en<\/li>\n\n\n\n<li>3 Things to Think About \u2013 A Warning Label for Radar Charts<\/li>\n\n\n\n<li>http:\/\/www.verghisgroup.com\/wp-content\/uploads\/2012\/04\/3-Things-to-Think-About-A-Warning-Label-for-Radar-Charts.pdf<\/li>\n<\/ul>\n\n\n\n<h1 class=\"wp-block-heading\">PERCEPTION and Data Visualization: Concepts, Examples, Code, Projects<\/h1>\n\n\n\n<ul class=\"wp-block-list\">\n<li>PERCEPTION and Data Visualization: Concepts, Examples, Code, Projects<\/li>\n\n\n\n<li>PERCEPTION<\/li>\n\n\n\n<li>Data Visualization for Human Perception<\/li>\n\n\n\n<li>&#8220;Data visualization is the graphical display of abstract information for two purposes: sense-making (also called data analysis) and communication. &#8230; In other words, to visualize data effectively, we must follow design principles that are derived from an understanding of human perception.&#8221;<\/li>\n\n\n\n<li>https:\/\/www.interaction-design.org\/literature\/book\/the-encyclopedia-of-human-computer-interaction-2nd-ed\/data-visualization-for-human-perception<\/li>\n\n\n\n<li>The Role of Visual Perception in Data Visualization<\/li>\n\n\n\n<li>https:\/\/www.sciencedirect.com\/science\/article\/pii\/S1045926X02902351<\/li>\n\n\n\n<li>Pre-attentive Processing<\/li>\n\n\n\n<li>https:\/\/www.alleydog.com\/glossary\/definition.php?term=Preattentive%2520Processing<\/li>\n\n\n\n<li>3 Expert Data Visualization Tips for Grabbing Readers\u2019 Attention<\/li>\n\n\n\n<li>Read more at https:\/\/visme.co\/blog\/data-visualization-tips\/#lxVeLRMe1wybkjdE.99<\/li>\n\n\n\n<li>https:\/\/visme.co\/blog\/data-visualization-tips\/<\/li>\n\n\n\n<li>Attention and Visual Memory in Visualization and Computer Graphics<\/li>\n\n\n\n<li>https:\/\/www.csc2.ncsu.edu\/faculty\/healey\/download\/tvcg.11.pdf<\/li>\n<\/ul>\n\n\n\n<h1 class=\"wp-block-heading\">PERCEPTION and Data Visualization: Concepts, Examples, Code, Projects<\/h1>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Preattentive Visual Properties and How to Use Them in Information Visualization<\/li>\n\n\n\n<li>https:\/\/www.interaction-design.org\/literature\/article\/preattentive-visual-properties-and-how-to-use-them-in-information-visualizatio<\/li>\n\n\n\n<li>Choosing Colors for Data Visualization<\/li>\n\n\n\n<li>http:\/\/www.b-eye-network.com\/newsletters\/ben\/223<\/li>\n\n\n\n<li>Exploring Preattentive Attributes (Beta)<\/li>\n\n\n\n<li>https:\/\/learnforeverlearn.com\/preattentive\/<\/li>\n\n\n\n<li>Perception<\/li>\n\n\n\n<li>http:\/\/www.ifs.tuwien.ac.at\/~silvia\/wien\/vu-infovis\/articles\/03_Perception.pdf<\/li>\n\n\n\n<li>Color value refers to the lightness or darkness of the hue. &#8230; Adding black to a hue produces a low-value color, often called a shade. Intensity. Intensity, also called chroma or saturation, refers to the brightness of a color.<\/li>\n\n\n\n<li>Elements of Design: Value &amp; Color<\/li>\n\n\n\n<li>https:\/\/etad.usask.ca\/skaalid\/theory\/cgdt\/color.htm<\/li>\n\n\n\n<li>Color in Visualization<\/li>\n\n\n\n<li>https:\/\/www.ics.uci.edu\/~majumder\/vispercep\/colviz.pdf<\/li>\n\n\n\n<li>Colors as Hue, Saturation and Brightness<\/li>\n\n\n\n<li>http:\/\/www.georeference.org\/doc\/colors_as_hue_saturation_and_brightness.htm<\/li>\n<\/ul>\n\n\n\n<h1 class=\"wp-block-heading\">PERCEPTION and Data Visualization: Concepts, Examples, Code, Projects<\/h1>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Choosing colors for your data visualization<\/li>\n\n\n\n<li>https:\/\/cambridge-intelligence.com\/choosing-colors-for-your-data-visualization\/<\/li>\n\n\n\n<li>Perception in Visualization<\/li>\n\n\n\n<li>https:\/\/www.csc2.ncsu.edu\/faculty\/healey\/PP\/index.html<\/li>\n\n\n\n<li>Target detection in scientific visualization<\/li>\n\n\n\n<li>https:\/\/psycnet.apa.org\/record\/2001-00202-002<\/li>\n\n\n\n<li>Check here as well: https:\/\/www.csc2.ncsu.edu\/faculty\/healey\/PP\/index.html<\/li>\n\n\n\n<li>Object detection via color-based image segmentation using python<\/li>\n\n\n\n<li>https:\/\/towardsdatascience.com\/object-detection-via-color-based-image-segmentation-using-python-e9b7c72f0e11<\/li>\n\n\n\n<li>Check here as well:<\/li>\n\n\n\n<li>https:\/\/www.csc2.ncsu.edu\/faculty\/healey\/PP\/index.html<\/li>\n\n\n\n<li>A systematic comparison between visual cues for boundary detection<\/li>\n\n\n\n<li>https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0042698915003685<\/li>\n\n\n\n<li>Check here as well:<\/li>\n\n\n\n<li>https:\/\/www.csc2.ncsu.edu\/faculty\/healey\/PP\/index.html<\/li>\n\n\n\n<li>Perception and Boundary Detection<\/li>\n\n\n\n<li>https:\/\/cslu.ohsu.edu\/~bedricks\/courses\/conj_610\/pdf\/lec_2_part_2.pdf<\/li>\n\n\n\n<li>Why rainbow colors aren\u2019t the best option for data visualizations<\/li>\n\n\n\n<li>https:\/\/www.poynter.org\/archive\/2013\/why-rainbow-colors-arent-always-the-best-options-for-data-visualizations\/<\/li>\n\n\n\n<li>Color and Counting<\/li>\n\n\n\n<li>Find on: http:\/\/www.ifs.tuwien.ac.at\/~silvia\/wien\/vu-infovis\/articles\/03_Perception.pdf<\/li>\n<\/ul>\n\n\n\n<h1 class=\"wp-block-heading\">PERCEPTION and Data Visualization: Concepts, Examples, Code, Projects<\/h1>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Color and Perception<\/li>\n\n\n\n<li>https:\/\/makingmaps.net\/2007\/08\/28\/perceptual-scaling-of-map-symbols\/<\/li>\n\n\n\n<li>Color Blindness by Inheritance<\/li>\n\n\n\n<li>https:\/\/www.colour-blindness.com\/general\/prevalence\/<\/li>\n\n\n\n<li>Form and Color. Form and Boundary Detections<\/li>\n\n\n\n<li>Find on: https:\/\/cslu.ohsu.edu\/~bedricks\/courses\/conj_610\/pdf\/lec_2_part_2.pdf<\/li>\n\n\n\n<li>Find on: http:\/\/www.ifs.tuwien.ac.at\/~silvia\/wien\/vu-infovis\/articles\/03_Perception.pdf<\/li>\n\n\n\n<li>Perceptual Scaling<\/li>\n\n\n\n<li>Perceptual Scaling of Map Symbols<\/li>\n\n\n\n<li>https:\/\/makingmaps.net\/2007\/08\/28\/perceptual-scaling-of-map-symbols\/<\/li>\n\n\n\n<li>MAJOR CITIES OF INDIA: PERCEPTUAL VS. ABSOLUTE SCALING<\/li>\n\n\n\n<li>https:\/\/blogs.ubc.ca\/katerynabaranovasgis\/tag\/perceptual-scaling\/<\/li>\n\n\n\n<li>Ebbinghaus illusion<\/li>\n\n\n\n<li>https:\/\/en.wikipedia.org\/wiki\/Ebbinghaus_illusion<\/li>\n\n\n\n<li>https:\/\/en.wikipedia.org\/wiki\/Ebbinghaus_illusion#\/media\/File:Mond-vergleich.svg<\/li>\n<\/ul>\n\n\n\n<h1 class=\"wp-block-heading\">PERCEPTION and Data Visualization: Concepts, Examples, Code, Projects<\/h1>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Flicker, Motion for Preattentive<\/li>\n\n\n\n<li>https:\/\/www.csc2.ncsu.edu\/faculty\/healey\/PP\/<\/li>\n\n\n\n<li>https:\/\/learnforeverlearn.com\/preattentive<\/li>\n\n\n\n<li>Principles of Data Visualization<\/li>\n\n\n\n<li>http:\/\/saravanan-thirumuruganathan.github.io\/cse5334Spring2015\/slides\/03_PrinciplesOfViz\/03_PrinciplesOfViz_final.pdf<\/li>\n\n\n\n<li>Humans Detect Patterns<\/li>\n\n\n\n<li>http:\/\/www.mrc-cbu.cam.ac.uk\/people\/matt-davis\/cmabridge\/<\/li>\n\n\n\n<li>Gestalt Principles<\/li>\n\n\n\n<li>https:\/\/www.interaction-design.org\/literature\/topics\/gestalt-principle<\/li>\n\n\n\n<li>Principles of grouping. Similarity, Closure<\/li>\n\n\n\n<li>https:\/\/en.wikipedia.org\/wiki\/Principles_of_grouping<\/li>\n\n\n\n<li>Symmetry:Gestalt Principles:Simplicity, symmetry and more: Gestalt theory and the design principles it gave birth to<\/li>\n\n\n\n<li>https:\/\/www.canva.com\/learn\/gestalt-theory\/<\/li>\n\n\n\n<li>Continuity:<\/li>\n\n\n\n<li>find on:<\/li>\n\n\n\n<li>https:\/\/cslu.ohsu.edu\/~bedricks\/courses\/conj_610\/pdf\/lec_2_part_2.pdf<\/li>\n\n\n\n<li>https:\/\/www.freepik.com\/free-icon\/olympic-games-logo_733186.htm<\/li>\n\n\n\n<li>Misc<\/li>\n\n\n\n<li>https:\/\/d3ui957tjb5bqd.cloudfront.net\/uploads\/2016\/03\/Gestalt-Psychology-.jpg<\/li>\n\n\n\n<li>Projects<\/li>\n\n\n\n<li>Will be added later in this article or in separate posts<\/li>\n<\/ul>\n\n\n\n<h1 class=\"wp-block-heading\">Text Visualization: Concepts, Examples, Code (Python, R, Matlab), Example Projects<\/h1>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Text Visualization<\/li>\n\n\n\n<li>Data Visualization Of President Obama&#8217;s Inauguration Speech<\/li>\n\n\n\n<li>https:\/\/blog.capitalogix.com\/public\/2009\/01\/data-visualization-of-president-obamas-inauguration-speech.html<\/li>\n\n\n\n<li>Text Visualization Course at Washington University<\/li>\n\n\n\n<li>https:\/\/courses.cs.washington.edu\/courses\/cse512\/16sp\/lectures\/CSE512-Text.pdf<\/li>\n\n\n\n<li>Why Visualize Text?<\/li>\n\n\n\n<li>https:\/\/www.teachervision.com\/reading-comprehension\/visualizing<\/li>\n\n\n\n<li>You can visualize text to find key concepts in a speech.<\/li>\n\n\n\n<li>Obama&#8217;s Speech:<\/li>\n\n\n\n<li>https:\/\/www.nytimes.com\/2009\/09\/10\/us\/politics\/10obama.text.html<\/li>\n\n\n\n<li>Example: Speech\/Article Visualizations<\/li>\n\n\n\n<li>https:\/\/economix.blogs.nytimes.com\/2009\/09\/09\/obama-in-09-vs-clinton-in-93\/?mtrref=undefined&amp;gwh=EA5A091DC9E658A2DCC9513805FEAC3F&amp;gwt=pay&amp;assetType=REGIWALL<\/li>\n<\/ul>\n\n\n\n<h1 class=\"wp-block-heading\">Text Visualization<\/h1>\n\n\n\n<ul class=\"wp-block-list\">\n<li>1993 Speech: Bill Clinton<\/li>\n\n\n\n<li>https:\/\/economix.blogs.nytimes.com\/2009\/09\/09\/bill-clinton-on-health-care-1993\/<\/li>\n\n\n\n<li>1993 vs 2009.<\/li>\n\n\n\n<li>https:\/\/economix.blogs.nytimes.com\/2009\/09\/09\/obama-in-09-vs-clinton-in-93\/<\/li>\n\n\n\n<li>Wordtree<\/li>\n\n\n\n<li>https:\/\/www.jasondavies.com\/wordtree\/?source=8bd3e76f64f2d614410435434e2fb1fd&amp;amp;prefix<\/li>\n\n\n\n<li>Text Visualization Overview<\/li>\n\n\n\n<li>https:\/\/courses.cs.washington.edu\/courses\/cse512\/16sp\/lectures\/CSE512-Text.pdf<\/li>\n\n\n\n<li>Introduction to Text Analysis: Cleaning\/Parsing<\/li>\n\n\n\n<li>http:\/\/guides.library.duke.edu\/c.php?g=289707&amp;p=193085<\/li>\n\n\n\n<li>Tokenization<\/li>\n\n\n\n<li>https:\/\/graphics.cs.wisc.edu\/WP\/vep\/tokenization\/<\/li>\n\n\n\n<li>Wordcount<\/li>\n\n\n\n<li>http:\/\/www.wordcount.org\/main.php<\/li>\n<\/ul>\n\n\n\n<h1 class=\"wp-block-heading\">Text Visualization<\/h1>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Wordcloud<\/li>\n\n\n\n<li>https:\/\/www.jasondavies.com\/wordcloud\/<\/li>\n\n\n\n<li>See through your text<\/li>\n\n\n\n<li>https:\/\/voyant-tools.org\/<\/li>\n\n\n\n<li>Bubble Cloud<\/li>\n\n\n\n<li>http:\/\/vallandingham.me\/bubble_cloud\/?sherlock<\/li>\n\n\n\n<li>Comparison Cloud: Comparative Word Cloud<\/li>\n\n\n\n<li>https:\/\/sites.google.com\/site\/miningtwitter\/questions\/talking-about\/wordclouds\/comparison-cloud<\/li>\n\n\n\n<li>N-Grams<\/li>\n\n\n\n<li>http:\/\/text-analytics101.rxnlp.com\/2014\/11\/what-are-n-grams.html<\/li>\n\n\n\n<li>Wordtree<\/li>\n\n\n\n<li>https:\/\/developers.google.com\/chart\/interactive\/docs\/gallery\/wordtree<\/li>\n\n\n\n<li>Pattern Searching using Suffix Tree<\/li>\n\n\n\n<li>https:\/\/www.geeksforgeeks.org\/pattern-searching-using-suffix-tree\/<\/li>\n<\/ul>\n\n\n\n<h1 class=\"wp-block-heading\">Text Visualization<\/h1>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Wordtree<\/li>\n\n\n\n<li>https:\/\/www.jasondavies.com\/wordtree\/<\/li>\n\n\n\n<li>Clustered Word Cloud<\/li>\n\n\n\n<li>http:\/\/neoformix.com\/2011\/WordClusterDiagram.html<\/li>\n\n\n\n<li>Document Contrast Diagrams<\/li>\n\n\n\n<li>http:\/\/neoformix.com\/2008\/DocumentContrastDiagrams.html<\/li>\n\n\n\n<li>Phrase Net<\/li>\n\n\n\n<li>https:\/\/www.betterevaluation.org\/en\/evaluation-options\/phrase_net<\/li>\n\n\n\n<li>Analyze Obama&#8217;s Speech from 2004: Code Example<\/li>\n\n\n\n<li>https:\/\/hackernoon.com\/analysing-obama-speeches-since-2004-7f08797f7078<\/li>\n\n\n\n<li>A Complete Exploratory Data Analysis and Visualization for Text Data<\/li>\n\n\n\n<li>https:\/\/towardsdatascience.com\/a-complete-exploratory-data-analysis-and-visualization-for-text-data-29fb1b96fb6a<\/li>\n\n\n\n<li>Basics of Text Analysis &amp; Visualization<\/li>\n\n\n\n<li>https:\/\/itnext.io\/basics-of-text-analysis-visualization-1978de48af47<\/li>\n<\/ul>\n\n\n\n<h1 class=\"wp-block-heading\">Text Visualization<\/h1>\n\n\n\n<ul class=\"wp-block-list\">\n<li>The Data Visualization Design Process: A Step-by-Step Guide for Beginners<\/li>\n\n\n\n<li>https:\/\/depictdatastudio.com\/data-visualization-design-process-step-by-step-guide-for-beginners\/<\/li>\n\n\n\n<li>Wordnet Visualization<\/li>\n\n\n\n<li>http:\/\/vialab.science.uoit.ca\/portfolio\/wordnet-visualization<\/li>\n\n\n\n<li>Visual Wordnet with D3JS<\/li>\n\n\n\n<li>https:\/\/www.visual-thesaurus.com\/wordnet.php<\/li>\n\n\n\n<li>Visualizing Word Vectors with t-SNE<\/li>\n\n\n\n<li>https:\/\/www.kaggle.com\/jeffd23\/visualizing-word-vectors-with-t-sne<\/li>\n\n\n\n<li>Embedding Projector<\/li>\n\n\n\n<li>https:\/\/projector.tensorflow.org\/<\/li>\n\n\n\n<li>Visualizing Tweets with Word2Vec and t-SNE, in Python<\/li>\n\n\n\n<li>https:\/\/leightley.com\/visualizing-tweets-with-word2vec-and-t-sne-in-python\/<\/li>\n\n\n\n<li>Text Analysis for Visualizations<\/li>\n\n\n\n<li>http:\/\/vallandingham.me\/textvis-talk\/#1<\/li>\n<\/ul>\n\n\n\n<h1 class=\"wp-block-heading\">Text Visualization<\/h1>\n\n\n\n<ul class=\"wp-block-list\">\n<li>visualization-and-sentiment-analysis<\/li>\n\n\n\n<li>https:\/\/www.kaggle.com\/shaliniyaramada\/visualization-and-sentiment-analysis<\/li>\n\n\n\n<li>Word Cloud. Bag of Words<\/li>\n\n\n\n<li>https:\/\/www.mathworks.com\/help\/textanalytics\/ref\/ldamodel.wordcloud.html<\/li>\n<\/ul>\n\n\n\n<h1 class=\"wp-block-heading\">Time Series: Concepts, Visualizations, Example Code, Example Projects<\/h1>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Time Series: Concepts, Visualizations, Example Code, Example Projects<\/li>\n\n\n\n<li>What is Time Series<\/li>\n\n\n\n<li>https:\/\/en.wikipedia.org\/wiki\/Time_series<\/li>\n\n\n\n<li>A comprehensive beginner\u2019s guide to create a Time Series Forecast (with Codes in Python and R)<\/li>\n\n\n\n<li>https:\/\/www.analyticsvidhya.com\/blog\/2016\/02\/time-series-forecasting-codes-python\/<\/li>\n\n\n\n<li>A Complete Tutorial on Time Series Modeling in R<\/li>\n\n\n\n<li>https:\/\/www.analyticsvidhya.com\/blog\/2015\/12\/complete-tutorial-time-series-modeling\/<\/li>\n\n\n\n<li>Creating Time Series Forecast using Python<\/li>\n\n\n\n<li>https:\/\/courses.analyticsvidhya.com\/courses\/creating-time-series-forecast-using-python?utm_source=blog&amp;utm_medium=TimeSeriesForecastComprehensivearticle<\/li>\n\n\n\n<li>6.4.1. Definitions, Applications and Techniques<\/li>\n\n\n\n<li>https:\/\/www.itl.nist.gov\/div898\/handbook\/pmc\/section4\/pmc41.htm<\/li>\n\n\n\n<li>Forecast and Trend<\/li>\n\n\n\n<li>https:\/\/www.excel-easy.com\/examples\/forecast-trend.html<\/li>\n<\/ul>\n\n\n\n<h1 class=\"wp-block-heading\">Time Series: Concepts, Visualizations, Example Code, Example Projects<\/h1>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Time Series Analysis: Seasonality<\/li>\n\n\n\n<li>http:\/\/slideplayer.com\/slide\/1507153\/<\/li>\n\n\n\n<li>Cyclic and seasonal time series<\/li>\n\n\n\n<li>https:\/\/robjhyndman.com\/hyndsight\/cyclicts\/<\/li>\n\n\n\n<li>Time Series and Forecasting<\/li>\n\n\n\n<li>https:\/\/www.slideshare.net\/bmcfad01\/chapter-16-2700149<\/li>\n\n\n\n<li>Stationary and non-stationary Time Series<\/li>\n\n\n\n<li>https:\/\/www.analyticsvidhya.com\/blog\/2015\/12\/complete-tutorial-time-series-modeling\/<\/li>\n\n\n\n<li>Metric graphs 101: Timeseries graphs: Representing Time Series<\/li>\n\n\n\n<li>Line Graph, Bar Graph, Heatmap, Area Graph, Stacked Area Graphs<\/li>\n\n\n\n<li>https:\/\/www.datadoghq.com\/blog\/timeseries-metric-graphs-101\/<\/li>\n\n\n\n<li>Stock Market Graphs<\/li>\n\n\n\n<li>https:\/\/ca.finance.yahoo.com\/quote\/%5EGSPTSE?p=%5EGSPTSE&amp;guccounter=1<\/li>\n<\/ul>\n\n\n\n<h1 class=\"wp-block-heading\">Time Series: Concepts, Visualizations, Example Code, Example Projects<\/h1>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Half Life<\/li>\n\n\n\n<li>https:\/\/en.wikipedia.org\/wiki\/Exponential_decay#Half-life<\/li>\n\n\n\n<li>Decomposing Time Series<\/li>\n\n\n\n<li>https:\/\/otexts.com\/fpp2\/classical-decomposition.html<\/li>\n\n\n\n<li>Decomposition of time series<\/li>\n\n\n\n<li>https:\/\/en.wikipedia.org\/wiki\/Decomposition_of_time_series<\/li>\n\n\n\n<li>Area Chart<\/li>\n\n\n\n<li>https:\/\/en.wikipedia.org\/wiki\/Area_chart<\/li>\n\n\n\n<li>Area Graph<\/li>\n\n\n\n<li>https:\/\/datavizcatalogue.com\/methods\/area_graph.html<\/li>\n\n\n\n<li>Represent Time Series with Heatmap<\/li>\n\n\n\n<li>https:\/\/datavizcatalogue.com\/methods\/heatmap.html<\/li>\n\n\n\n<li>Time Series Visualizations \u2013 An overview<\/li>\n\n\n\n<li>http:\/\/complexdatavisualized.com\/time-series-visualizations-an-overview\/<\/li>\n\n\n\n<li>Visualization: The Ebb and Flow of Movies: Box Office Receipts 1986 \u2014 2008<\/li>\n\n\n\n<li>http:\/\/archive.nytimes.com\/www.nytimes.com\/interactive\/2008\/02\/23\/movies\/20080223_REVENUE_GRAPHIC.html<\/li>\n<\/ul>\n\n\n\n<h1 class=\"wp-block-heading\">Time Series: Concepts, Visualizations, Example Code, Example Projects<\/h1>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Why we need frequency domain?<\/li>\n\n\n\n<li>https:\/\/math.stackexchange.com\/questions\/55310\/why-we-need-frequency-domain<\/li>\n\n\n\n<li>Time\u2013frequency analysis for music signals<\/li>\n\n\n\n<li>https:\/\/en.wikipedia.org\/wiki\/Time%E2%80%93frequency_analysis_for_music_signals<\/li>\n\n\n\n<li>What is the difference between Time domain and frequency domain<\/li>\n\n\n\n<li>https:\/\/www.researchgate.net\/post\/What_is_the_difference_between_Time_domain_and_frequency_domain10<\/li>\n\n\n\n<li>Frequency Domain and Fourier Transforms<\/li>\n\n\n\n<li>http:\/\/www.princeton.edu\/~cuff\/ele201\/kulkarni_text\/frequency.pdf<\/li>\n\n\n\n<li>Moving Average (MA)<\/li>\n\n\n\n<li>https:\/\/www.investopedia.com\/terms\/m\/movingaverage.asp<\/li>\n\n\n\n<li>Calculation of Trend by Moving Average Method<\/li>\n\n\n\n<li>https:\/\/www.toppr.com\/guides\/business-mathematics-and-statistics\/time-series-analysis\/moving-average-method\/<\/li>\n\n\n\n<li>Basic Feature Engineering With Time Series Data in Python<\/li>\n\n\n\n<li>https:\/\/machinelearningmastery.com\/basic-feature-engineering-time-series-data-python\/<\/li>\n\n\n\n<li>Time Series Feature Extraction for industrial big data (IIoT) applications<\/li>\n\n\n\n<li>https:\/\/towardsdatascience.com\/time-series-feature-extraction-for-industrial-big-data-iiot-applications-5243c84aaf0e<\/li>\n\n\n\n<li>Taxonomy of Time Series Forecasting Problems<\/li>\n\n\n\n<li>https:\/\/machinelearningmastery.com\/taxonomy-of-time-series-forecasting-problems<\/li>\n\n\n\n<li>How To Identify Patterns in Time Series Data: Time Series Analysis<\/li>\n\n\n\n<li>http:\/\/www.statsoft.com\/textbook\/time-series-analysis<\/li>\n\n\n\n<li>An Introduction to Stationary and Non-Stationary Processes<\/li>\n\n\n\n<li>https:\/\/www.investopedia.com\/articles\/trading\/07\/stationary.asp<\/li>\n\n\n\n<li>A Gentle Introduction to Handling a Non-Stationary Time Series in Python<\/li>\n\n\n\n<li>https:\/\/www.analyticsvidhya.com\/blog\/2018\/09\/non-stationary-time-series-python\/<\/li>\n<\/ul>\n\n\n\n<h1 class=\"wp-block-heading\">Hierarchical Visualization: Examples, Implementations, Theory, and Projects<\/h1>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Hierarchical Visualization: Examples, Implementations, Theory, and Projects<\/li>\n\n\n\n<li>Hierarchical Visualization in R<\/li>\n\n\n\n<li>http:\/\/www.r-chart.com\/2010\/07\/hierarchical-visualizations-in-r-and.html<\/li>\n\n\n\n<li>Hierarchical cluster analysis on famous data sets &#8211; enhanced with the dendextend package<\/li>\n\n\n\n<li>https:\/\/cran.r-project.org\/web\/packages\/dendextend\/vignettes\/Cluster_Analysis.html<\/li>\n\n\n\n<li>Tree Plots<\/li>\n\n\n\n<li>https:\/\/plot.ly\/python\/tree-plots\/<\/li>\n\n\n\n<li>A Python framework for the analysis and visualization of trees.<\/li>\n\n\n\n<li>http:\/\/etetoolkit.org\/<\/li>\n\n\n\n<li>Hierarchy<\/li>\n\n\n\n<li>https:\/\/en.wikipedia.org\/wiki\/Hierarchy<\/li>\n\n\n\n<li>Organizational Chart<\/li>\n\n\n\n<li>https:\/\/upload.wikimedia.org\/wikipedia\/commons\/8\/86\/Departments_in_advertising_agencies.jpg<\/li>\n\n\n\n<li>Brackets<\/li>\n\n\n\n<li>https:\/\/en.wikipedia.org\/wiki\/Bracket_(tournament)#\/media\/File:SixteenPlayerSingle<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><br><br><\/h2>\n\n\n\n<h1 class=\"wp-block-heading\">Hierarchical Visualization: Examples, Implementations, Theory, and Projects<\/h1>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Introduction to Graphs<\/li>\n\n\n\n<li>http:\/\/btechsmartclass.com\/data_structures\/introduction-to-graphs.html<\/li>\n\n\n\n<li>https:\/\/www.csee.umbc.edu\/courses\/undergraduate\/341\/fall98\/frey\/ClassNotes\/Class14\/RootedTree.jpg<\/li>\n\n\n\n<li>Tree Data Structure<\/li>\n\n\n\n<li>https:\/\/en.wikipedia.org\/wiki\/Tree_(data_structure)<\/li>\n\n\n\n<li>Unrooted Tree<\/li>\n\n\n\n<li>https:\/\/image.slidesharecdn.com\/phylogeneticanalysis-111117220939-phpapp01\/95\/phylogenetic-analysis-16-728.jpg?cb=1321568578<\/li>\n\n\n\n<li>cyclicVSacyclic<\/li>\n\n\n\n<li>http:\/\/www2.imm.dtu.dk\/projects\/graph\/images\/fig_graph_structures\/cyclicVSacyclic.png<\/li>\n\n\n\n<li>Querying Social Media with NodeXL<\/li>\n\n\n\n<li>http:\/\/scalar.usc.edu\/works\/querying-social-media-with-nodexl\/what-is-a-network-graph-what-is-a-node-link-diagram<\/li>\n\n\n\n<li>Evaluation of Traditional, Orthogonal, and Radial Tree Diagrams by an Eye Tracking Study<\/li>\n\n\n\n<li>http:\/\/www.joules.de\/files\/burch_evaluation_2011.pdf<\/li>\n\n\n\n<li>Exponential SVG<\/li>\n\n\n\n<li>https:\/\/upload.wikimedia.org\/wikipedia\/commons\/thumb\/6\/64\/Exponential.svg\/718px-Exponential.svg.png<\/li>\n\n\n\n<li>revisioning-trees<\/li>\n\n\n\n<li>https:\/\/shapeofthought.typepad.com\/shape_of_thought\/revisioning-trees\/<\/li>\n<\/ul>\n\n\n\n<h1 class=\"wp-block-heading\">Hierarchical Visualization: Examples, Implementations, Theory, and Projects<\/h1>\n\n\n\n<ul class=\"wp-block-list\">\n<li>File System as Cone Trees<\/li>\n\n\n\n<li>https:\/\/infovis-wiki.net\/wiki\/Cone_Trees<\/li>\n\n\n\n<li>orthogonal_layouter<\/li>\n\n\n\n<li>http:\/\/docs.yworks.com\/yfiles\/doc\/developers-guide\/orthogonal_layouter.html<\/li>\n\n\n\n<li>Indented Tree or Graph<\/li>\n\n\n\n<li>http:\/\/chisel.cs.uvic.ca\/pubs\/fu-ISWC2013.pdf<\/li>\n\n\n\n<li>http:\/\/mbostock.github.io\/protovis\/ex\/indent.html<\/li>\n\n\n\n<li>Collapsible Indented Tree<\/li>\n\n\n\n<li>https:\/\/bl.ocks.org\/mbostock\/1093025<\/li>\n\n\n\n<li>Dendogram<\/li>\n\n\n\n<li>https:\/\/en.wikipedia.org\/wiki\/Dendrogram<\/li>\n\n\n\n<li>Visualizing Dendrograms in R<\/li>\n\n\n\n<li>https:\/\/rpubs.com\/gaston\/dendrograms<\/li>\n\n\n\n<li>Dendrograms in Python<\/li>\n\n\n\n<li>https:\/\/plot.ly\/python\/dendrogram\/<\/li>\n\n\n\n<li>Hierarchical Clustering \/ Dendrograms<\/li>\n\n\n\n<li>https:\/\/ncss-wpengine.netdna-ssl.com\/wp-content\/themes\/ncss\/pdf\/Procedures\/NCSS\/Hierarchical_Clustering-Dendrograms.pdf<\/li>\n\n\n\n<li>icicle<\/li>\n\n\n\n<li>https:\/\/homes.cs.washington.edu\/~jheer\/files\/zoo\/ex\/hierarchies\/icicle.png<\/li>\n\n\n\n<li>icicle in d3js<\/li>\n\n\n\n<li>https:\/\/bl.ocks.org\/mbostock\/4347473<\/li>\n<\/ul>\n\n\n\n<h1 class=\"wp-block-heading\">Hierarchical Visualization: Examples, Implementations, Theory, and Projects<\/h1>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Radial Layout<\/li>\n\n\n\n<li>https:\/\/yed.yworks.com\/support\/manual\/layout\/layout_radial.html<\/li>\n\n\n\n<li>Thread Arcs<\/li>\n\n\n\n<li>http:\/\/visualoop.com\/media\/2015\/01\/image_72.png<\/li>\n\n\n\n<li>Trees and Graphs<\/li>\n\n\n\n<li>https:\/\/courses.cs.washington.edu\/courses\/cse512\/14wi\/lectures\/Trees&amp;Graphs.pdf<\/li>\n\n\n\n<li>Treemap Template<\/li>\n\n\n\n<li>http:\/\/bl.ocks.org\/ganeshv\/6a8e9ada3ab7f2d88022<\/li>\n\n\n\n<li>Nested Treemap<\/li>\n\n\n\n<li>https:\/\/observablehq.com\/@d3\/nested-treemap<\/li>\n\n\n\n<li>Ordered and Unordered Treemap Algorithms and Their Applications on Handheld Devices<\/li>\n\n\n\n<li>https:\/\/www.nada.kth.se\/utbildning\/grukth\/exjobb\/rapportlistor\/2005\/rapporter05\/engdahl_bjorn_05033.pdf<\/li>\n\n\n\n<li>Circular Treemap<\/li>\n\n\n\n<li>https:\/\/www.treemap.com\/documentation\/treemapping\/circular-profit-sales.pn<\/li>\n\n\n\n<li>Voronoi treemaps<\/li>\n\n\n\n<li>https:\/\/en.wikipedia.org\/wiki\/Voronoi_diagram<\/li>\n\n\n\n<li>https:\/\/www.jasondavies.com\/voronoi-treemap\/<\/li>\n\n\n\n<li>Visualizations<\/li>\n\n\n\n<li>http:\/\/www.shengdongzhao.com\/wp-content\/uploads\/2012\/06\/EH_InfoVis_Final1.ppt<\/li>\n\n\n\n<li>Hyperbolic Trees<\/li>\n\n\n\n<li>https:\/\/philogb.github.io\/jit\/static\/v20\/Jit\/Examples\/Hypertree\/example1.html<\/li>\n\n\n\n<li>Hyperbolic Space<\/li>\n\n\n\n<li>http:\/\/karynvogel.blogspot.com\/2012\/01\/hyperbolic-space.html<\/li>\n\n\n\n<li>https:\/\/bakingandmath.com\/2014\/10\/02\/what-is-hyperbolic-space\/<\/li>\n\n\n\n<li>Hyperbolic Tree<\/li>\n\n\n\n<li>https:\/\/en.wikipedia.org\/wiki\/Hyperbolic_tree<\/li>\n<\/ul>\n\n\n\n<h1 class=\"wp-block-heading\">Python Treemaps with Squarify &amp; Matplotlib<\/h1>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Python Treemaps with Squarify &amp; Matplotlib<\/li>\n\n\n\n<li>https:\/\/fcpython.com\/visualisation\/python-treemaps-squarify-matplotlib<\/li>\n\n\n\n<li>Treemaps with Squarify<\/li>\n\n\n\n<li>https:\/\/galaxydatatech.com\/2018\/03\/20\/treemaps-with-squarify\/<\/li>\n\n\n\n<li>200 Basic Treemap with Python<\/li>\n\n\n\n<li>https:\/\/python-graph-gallery.com\/200-basic-treemap-with-python\/<\/li>\n\n\n\n<li>Dendrograms in Python<\/li>\n\n\n\n<li>https:\/\/plot.ly\/python\/dendrogram\/<\/li>\n\n\n\n<li>https:\/\/python-graph-gallery.com\/dendrogram\/<\/li>\n\n\n\n<li>Hierarchical Clustering in R: The Essentials<\/li>\n\n\n\n<li>https:\/\/www.datanovia.com\/en\/lessons\/examples-of-dendrograms-visualization\/<\/li>\n\n\n\n<li>Geographic Data with Basemap<\/li>\n\n\n\n<li>https:\/\/jakevdp.github.io\/PythonDataScienceHandbook\/04.13-geographic-data-with-basemap.html<\/li>\n\n\n\n<li>Plotting data on a map (Example Gallery)<\/li>\n\n\n\n<li>https:\/\/matplotlib.org\/basemap\/users\/examples.html<\/li>\n<\/ul>\n\n\n\n<h1 class=\"wp-block-heading\">Python Treemaps with Squarify &amp; Matplotlib<\/h1>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Data Visualization Misc: Concepts<\/li>\n\n\n\n<li>http:\/\/bangla.salearningschool.com\/recent-posts\/data-visualization-misc\/<\/li>\n\n\n\n<li>Data Visualization: BASIC CHARTS : Resources:<\/li>\n\n\n\n<li>http:\/\/bangla.salearningschool.com\/recent-posts\/data-visualization-basic-charts-resources\/<\/li>\n\n\n\n<li>Visualization of Multivariate Charts<\/li>\n\n\n\n<li>http:\/\/bangla.salearningschool.com\/recent-posts\/visualization-of-multivariate-charts\/<\/li>\n\n\n\n<li>GEO VISUALIZATION: Data Visualization<\/li>\n\n\n\n<li>http:\/\/bangla.salearningschool.com\/recent-posts\/geo-visualization-data-visualization\/<\/li>\n\n\n\n<li>NETWORK VISUALIZATION : Data Visualization<\/li>\n\n\n\n<li>http:\/\/bangla.salearningschool.com\/recent-posts\/network-visualization-data-visualization\/<\/li>\n\n\n\n<li>Hierarchical Visualization: Examples, Implementations, Theory, and Projects<\/li>\n\n\n\n<li>http:\/\/bangla.salearningschool.com\/recent-posts\/hierarchical-visualization-examples-implementations-theory-and-projects\/<\/li>\n\n\n\n<li>Time Series: Concepts, Visualizations, Example Code, Example Projects<\/li>\n\n\n\n<li>http:\/\/bangla.salearningschool.com\/recent-posts\/time-series-concepts-visualizations-example-code-example-projects\/<\/li>\n\n\n\n<li>PERCEPTION and Data Visualization: Concepts, Examples, Code, Projects<\/li>\n\n\n\n<li>http:\/\/bangla.salearningschool.com\/recent-posts\/perception-and-data-visualization-concepts-examples-code-projects\/<\/li>\n\n\n\n<li>Text Visualization: Concepts, Examples, Code (Python, R, Matlab), Example Projects<\/li>\n\n\n\n<li>http:\/\/bangla.salearningschool.com\/recent-posts\/text-visualization-concepts-examples-code-python-r-matlab-example-projects\/<\/li>\n\n\n\n<li>Data Visualization in Python (R)<\/li>\n\n\n\n<li>http:\/\/bangla.salearningschool.com\/recent-posts\/data-visualization-in-python-r\/<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Advanced Data Visualization Advanced Data Visualization Data Visualization Misc Data Visualization Misc Data Visualization Misc Repeat of previous topic: see title Basic Charts Resources Basic Charts Resources Basic Charts Resources Basic Charts Resources Basic Charts Resources Basic Charts Resources Network Visualizations Network Visualizations Network Visualizations Network Visualizations GEO VISUALIZATION GEO VISUALIZATION GEO VISUALIZATION Visualization of &hellip; <\/p>\n<p><a class=\"more-link btn\" href=\"http:\/\/bangla.sitestree.com\/?p=76547\">Continue reading<\/a><\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[1903,1],"tags":[],"class_list":["post-76547","post","type-post","status-publish","format-standard","hentry","category-data-visualization","category-root","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":76547,"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":16321,"url":"http:\/\/bangla.sitestree.com\/?p=16321","url_meta":{"origin":76547,"position":1},"title":"Data Visualization Weekend Challenge: Go through all the resources mentioned in the following links.","author":"Sayed","date":"October 11, 2019","format":false,"excerpt":"Data Visualization Weekend Challenge: Go through all the resources mentioned in the following links. Learn the Concepts, and Implement\/try them in a Language\/Tool of your choice (also in demand). Irrespective, you go for Data Visualization Job or Go to study (Higher or not) Data Visualization - you will be very\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":16051,"url":"http:\/\/bangla.sitestree.com\/?p=16051","url_meta":{"origin":76547,"position":2},"title":"Data Visualization in Python (R)","author":"Sayed","date":"September 4, 2019","format":false,"excerpt":"Python Treemaps with Squarify & Matplotlib https:\/\/fcpython.com\/visualisation\/python-treemaps-squarify-matplotlib --- Treemaps With Squarify https:\/\/galaxydatatech.com\/2018\/03\/20\/treemaps-with-squarify\/ --- 200 Basic Treemap with python https:\/\/python-graph-gallery.com\/200-basic-treemap-with-python\/ --- Dendrograms in Python https:\/\/plot.ly\/python\/dendrogram\/ https:\/\/python-graph-gallery.com\/dendrogram\/ --- HIERARCHICAL CLUSTERING IN R: THE ESSENTIALS https:\/\/www.datanovia.com\/en\/lessons\/examples-of-dendrograms-visualization\/ --- Geographic Data with Basemap https:\/\/jakevdp.github.io\/PythonDataScienceHandbook\/04.13-geographic-data-with-basemap.html --- Plotting data on a map (Example Gallery)\u00b6 https:\/\/matplotlib.org\/basemap\/users\/examples.html --- A\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":16155,"url":"http:\/\/bangla.sitestree.com\/?p=16155","url_meta":{"origin":76547,"position":3},"title":"Text Visualization: Concepts, Examples, Code (Python, R, Matlab), Example Projects","author":"Sayed","date":"September 10, 2019","format":false,"excerpt":"Text Visualization Data Visualization Of President Obama's Inauguration Speech https:\/\/blog.capitalogix.com\/public\/2009\/01\/data-visualization-of-president-obamas-inauguration-speech.html Text Visualization Course at Washington University https:\/\/courses.cs.washington.edu\/courses\/cse512\/16sp\/lectures\/CSE512-Text.pdf Why Visualize Text? https:\/\/www.teachervision.com\/reading-comprehension\/visualizing You can visualize text to find key concepts in a speech. Obama's Speech: https:\/\/www.nytimes.com\/2009\/09\/10\/us\/politics\/10obama.text.html Example: Speech\/Article Visualizations https:\/\/economix.blogs.nytimes.com\/2009\/09\/09\/obama-in-09-vs-clinton-in-93\/?mtrref=undefined&gwh=EA5A091DC9E658A2DCC9513805FEAC3F&gwt=pay&assetType=REGIWALL 1993 Speech: Bill Clinton https:\/\/economix.blogs.nytimes.com\/2009\/09\/09\/bill-clinton-on-health-care-1993\/ 1993 vs 2009. https:\/\/economix.blogs.nytimes.com\/2009\/09\/09\/obama-in-09-vs-clinton-in-93\/ Wordtree https:\/\/www.jasondavies.com\/wordtree\/?source=8bd3e76f64f2d614410435434e2fb1fd&amp;prefix\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":16171,"url":"http:\/\/bangla.sitestree.com\/?p=16171","url_meta":{"origin":76547,"position":4},"title":"PERCEPTION and Data Visualization: Concepts, Examples, Code, Projects","author":"Sayed","date":"September 10, 2019","format":false,"excerpt":"PERCEPTION Data Visualization for Human Perception \"Data visualization is the graphical display of abstract information for two purposes: sense-making (also called data analysis) and communication. ... In other words, to visualize data effectively, we must follow design principles that are derived from an understanding of human perception.\" https:\/\/www.interaction-design.org\/literature\/book\/the-encyclopedia-of-human-computer-interaction-2nd-ed\/data-visualization-for-human-perception The Role\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":26193,"url":"http:\/\/bangla.sitestree.com\/?p=26193","url_meta":{"origin":76547,"position":5},"title":"Text Visualization: Concepts, Examples, Code (Python, R, Matlab), Example Projects #Root","author":"Author-Check- Article-or-Video","date":"April 19, 2021","format":false,"excerpt":"Text Visualization Data Visualization Of President Obama's Inauguration Speech https:\/\/blog.capitalogix.com\/public\/2009\/01\/data-visualization-of-president-obamas-inauguration-speech.html Text Visualization Course at Washington University https:\/\/courses.cs.washington.edu\/courses\/cse512\/16sp\/lectures\/CSE512-Text.pdf Why Visualize Text? https:\/\/www.teachervision.com\/reading-comprehension\/visualizing You can visualize text to find key concepts in a speech. Obama's Speech: https:\/\/www.nytimes.com\/2009\/09\/10\/us\/politics\/10obama.text.html Example: Speech\/Article Visualizations https:\/\/economix.blogs.nytimes.com\/2009\/09\/09\/obama-in-09-vs-clinton-in-93\/?mtrref=undefined&gwh=EA5A091DC9E658A2DCC9513805FEAC3F&gwt=pay&assetType=REGIWALL 1993 Speech: Bill Clinton https:\/\/economix.blogs.nytimes.com\/2009\/09\/09\/bill-clinton-on-health-care-1993\/ 1993 vs 2009. https:\/\/economix.blogs.nytimes.com\/2009\/09\/09\/obama-in-09-vs-clinton-in-93\/ Wordtree https:\/\/www.jasondavies.com\/wordtree\/?source=8bd3e76f64f2d614410435434e2fb1fd&amp;prefix\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":[]}],"_links":{"self":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts\/76547","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=76547"}],"version-history":[{"count":1,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts\/76547\/revisions"}],"predecessor-version":[{"id":76548,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts\/76547\/revisions\/76548"}],"wp:attachment":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=76547"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=76547"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=76547"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}