{"id":1264,"date":"2021-09-23T14:03:25","date_gmt":"2021-09-23T13:03:25","guid":{"rendered":"https:\/\/searchsolved.co.uk\/?p=1264"},"modified":"2021-10-18T19:11:19","modified_gmt":"2021-10-18T18:11:19","slug":"render-your-visitors-top-screen-resolutions-with-python-and-puppeteer","status":"publish","type":"post","link":"https:\/\/searchsolved.co.uk\/render-your-visitors-top-screen-resolutions-with-python-and-puppeteer\/","title":{"rendered":"Render Your Visitors Top Screen Resolutions with Python and Puppeteer"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">Introduction<\/h2>\n\n\n\n<p>This script analyses the top ten screen resolutions of your visitors and renders out screenshots of each one. This allows site owners to spot resolution-specific issues in seconds. A simple way to increase UX, engagement and conversions!<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Quick Start Guide<\/h2>\n\n\n\n<ol><li>Download the screen resolution report from Google Analytics<\/li><li>Place in the same folder as the <a href=\"https:\/\/github.com\/searchsolved\/search-solved-public-seo\/tree\/main\/pyppeteer_top_resolution\" data-type=\"URL\" data-id=\"https:\/\/github.com\/searchsolved\/search-solved-public-seo\/tree\/main\/pyppeteer_top_resolution\">python script<\/a><\/li><li>Edit the script to include the URL you wish to analyse<\/li><li>Run the script and be amazed as the folder is automatically populated with PNG renders of each resolution!<\/li><\/ol>\n\n\n\n<figure class=\"wp-block-image size-full\"><img fetchpriority=\"high\" decoding=\"async\" width=\"452\" height=\"431\" src=\"https:\/\/searchsolved.co.uk\/wp-content\/uploads\/2021\/09\/script2.gif\" alt=\"\" class=\"wp-image-1272\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Instructions<\/h2>\n\n\n\n<p>Download the screen resolution report from Google Analytics in .csv format.<\/p>\n\n\n\n<p><em>Audience &gt; Technology &gt; Browser and OS<\/em><\/p>\n\n\n\n<p>Then choose the &#8216;screen resolution&#8217; tab. <\/p>\n\n\n\n<p>If you&#8217;re in the right place, your screen should look something like the following:<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-style-default\"><img decoding=\"async\" width=\"1063\" height=\"561\" src=\"https:\/\/searchsolved.co.uk\/wp-content\/uploads\/2021\/09\/image-39.png\" alt=\"\" class=\"wp-image-1265\" srcset=\"https:\/\/searchsolved.co.uk\/wp-content\/uploads\/2021\/09\/image-39.png 1063w, https:\/\/searchsolved.co.uk\/wp-content\/uploads\/2021\/09\/image-39-300x158.png 300w, https:\/\/searchsolved.co.uk\/wp-content\/uploads\/2021\/09\/image-39-1024x540.png 1024w, https:\/\/searchsolved.co.uk\/wp-content\/uploads\/2021\/09\/image-39-768x405.png 768w\" sizes=\"(max-width: 1063px) 100vw, 1063px\" \/><\/figure>\n\n\n\n<p>Download the CSV file and place in a new folder. <\/p>\n\n\n\n<p>Next <a href=\"https:\/\/github.com\/searchsolved\/search-solved-public-seo\/tree\/main\/pyppeteer_top_resolution\" data-type=\"URL\" data-id=\"https:\/\/github.com\/searchsolved\/search-solved-public-seo\/tree\/main\/pyppeteer_top_resolution\">download the script from GitHub<\/a> and place it in the same folder as the .csv file.<\/p>\n\n\n\n<p>Lastly, edit in the URL you wish to check and then run the script!<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Code Walkthrough<\/h2>\n\n\n\n<p>Start by installing pandas and Pyppeteer<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">pip install pandas\npip install pyppeteer<\/pre>\n\n\n\n<p>Next import the following libraries<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">import pandas as pd<br>import asyncio<br>from pyppeteer import launch<br>import os<br>from glob import glob<\/pre>\n\n\n\n<p>Set the URL to check each render for. I recommend running through different sections of your Website. PDP\/PLP\/Basket and so on.<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">url = \"http:\/\/www.guardian.co.uk\"<\/pre>\n\n\n\n<p>OS is used to get the current working directory.<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">dir = os.getcwd()<br>os.chdir(dir)<\/pre>\n\n\n\n<p>We use glob to read in the Google Analytics with a wildcard. This is because the GA name is dynamic (includes the date). Using a wildcard allows this file to be read in consistently. We use the <em>skiprows<\/em>  argument to pull the data from the correct row.<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">for f in glob('*Browser &amp; OS*.csv'):<br>    df_ga = pd.read_csv((f), skiprows=6)<\/pre>\n\n\n\n<p>This code uses loc to grab the first ten rows by index and splits out the screen resolution to two new columns, width and height. This allows it to be passed easily to the Pyppeteer function to render out the screenshots.<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">df_ga.drop(df_ga.loc[10:].index, inplace=True)\ndf_ga['width'] = df_ga[\"Screen Resolution\"].str.split(\"x\").str[0].astype(int)\ndf_ga['height'] = df_ga[\"Screen Resolution\"].str.split(\"x\").str[1].astype(int)\nwidth_list = list(df_ga['width'])\nheight_list = list(df_ga['height'])<\/pre>\n\n\n\n<p id=\"block-8467b46a-3f4f-41e5-8157-d408c47c549a\">This function uses Pyppeteer to render and save screenshots to directory the script is running from.<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">async def main():<br>    browser = await launch()<br>    page = await browser.newPage()<br>    await page.setViewport({'width': ga_width, 'height': ga_height})<br><br>    await page.goto(url)<br>    await page.screenshot({'path': str(ga_width) + \"x\" + str(ga_height) + \".png\"})<br>    dimensions = await page.evaluate('''() =&gt; {<br>        return {<br>            width: document.documentElement.clientWidth,<br>            height: document.documentElement.clientHeight,<br>            deviceScaleFactor: window.devicePixelRatio,<br>        }<br>    }''')<br><br>    print(dimensions)<br>    await browser.close()<\/pre>\n\n\n\n<p>Next we call the function <\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">for ga_width,ga_height in zip (width_list, height_list):<br>    asyncio.get_event_loop().run_until_complete(main())<\/pre>\n","protected":false},"excerpt":{"rendered":"<p>Introduction This script analyses the top ten screen resolutions of your visitors and renders out screenshots of each one. This allows site owners to spot resolution-specific issues in seconds. A simple way to increase UX, engagement and conversions! Quick Start Guide Download the screen resolution report from Google Analytics Place in the same folder as [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":1429,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[12],"tags":[],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.2 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Render Your Visitors Top Screen Resolutions with Python and Puppeteer - Professional SEO Consultants | Search Solved<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/searchsolved.co.uk\/render-your-visitors-top-screen-resolutions-with-python-and-puppeteer\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Render Your Visitors Top Screen Resolutions with Python and Puppeteer - Professional SEO Consultants | Search Solved\" \/>\n<meta property=\"og:description\" content=\"Introduction This script analyses the top ten screen resolutions of your visitors and renders out screenshots of each one. 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