{"id":183979,"date":"2023-01-17T15:54:00","date_gmt":"2023-01-17T20:54:00","guid":{"rendered":"https:\/\/ibkrcampus.com\/traders-insight\/python-graph-with-segmented-colors-and-horizontal-multiple-graphs\/"},"modified":"2023-02-13T16:09:01","modified_gmt":"2023-02-13T21:09:01","slug":"python-graph-with-segmented-colors-and-horizontal-multiple-graphs","status":"publish","type":"post","link":"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/python-graph-with-segmented-colors-and-horizontal-multiple-graphs\/","title":{"rendered":"Python: Graph with Segmented Colors and Horizontal Multiple Graphs"},"content":{"rendered":"\n<p>This post shows how to plot a graph with segmented colors and then uses this to draw horizontal multiple graphs.<\/p>\n\n\n\n<p>The following Python code in the Jupyter notebook plots&nbsp;<strong>a graph with segmented colors<\/strong>. It is done by splitting x and y respectively.<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>import numpy as np\nimport matplotlib.pyplot as plt\n \n# sample data\nx = np.arange(0.0, 2.0, 0.01)\ny_fit  = np.sin(2*np.pi*x)\ny_real = y_fit + (np.random.random(x.size)-0.5)*0.5\n \n# graph with segmented colors \nfig, ax = plt.subplots()\n \nax.plot(   x&#91;0:50], y_fit &#91;0:50], color = 'blue')\nax.scatter(x&#91;0:50], y_real&#91;0:50], color = 'blue')\n \nax.plot(   x&#91;50:100], y_fit &#91;50:100], color = 'red')\nax.scatter(x&#91;50:100], y_real&#91;50:100], color = 'red')\n \nax.plot(   x&#91;100:], y_fit &#91;100:], color = 'black')\nax.scatter(x&#91;100:], y_real&#91;100:], color = 'black')\n \nplt.show<\/code><\/pre>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" data-src=\"\/campus\/wp-content\/uploads\/sites\/2\/2023\/02\/graph_with_segmented_colors-sh-fintech.png\" alt=\" class=\" class=\"wp-image-173458 lazyload\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" \/><\/figure>\n\n\n\n<p><em>Visit SH Fintech Modeling for additional insight on this topic: <a href=\"https:\/\/kiandlee.blogspot.com\/2022\/12\/python-graph-with-segmented-colors-and.html\">https:\/\/kiandlee.blogspot.com\/2022\/12\/python-graph-with-segmented-colors-and.html<\/a>.<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>This post shows how to plot a graph with segmented colors and then uses this to draw horizontal multiple graphs.<\/p>\n","protected":false},"author":662,"featured_media":183981,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[339,343,349,338,350,341,344],"tags":[5479,14458,14459,7375,595],"contributors-categories":[13728],"class_list":{"0":"post-183979","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-data-science","8":"category-programing-languages","9":"category-python-development","10":"category-ibkr-quant-news","11":"category-quant-asia-pacific","12":"category-quant-development","13":"category-quant-regions","14":"tag-data-visualisation","15":"tag-graph-with-segmented-colors","16":"tag-horizontal-multiple-graphs","17":"tag-jupyter","18":"tag-python","19":"contributors-categories-sh-fintech-modeling"},"pp_statuses_selecting_workflow":false,"pp_workflow_action":"current","pp_status_selection":"publish","acf":[],"yoast_head":"<!-- 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