{"id":987,"date":"2023-07-28T02:07:23","date_gmt":"2023-07-28T02:07:23","guid":{"rendered":"https:\/\/statorials.org\/ar\/%d9%84%d9%88%d9%86-matplotlib-%d8%ad%d8%b3%d8%a8-%d8%a7%d9%84%d9%82%d9%8a%d9%85%d8%a9-scatterplot\/"},"modified":"2023-07-28T02:07:23","modified_gmt":"2023-07-28T02:07:23","slug":"%d9%84%d9%88%d9%86-matplotlib-%d8%ad%d8%b3%d8%a8-%d8%a7%d9%84%d9%82%d9%8a%d9%85%d8%a9-scatterplot","status":"publish","type":"post","link":"https:\/\/statorials.org\/ar\/%d9%84%d9%88%d9%86-matplotlib-%d8%ad%d8%b3%d8%a8-%d8%a7%d9%84%d9%82%d9%8a%d9%85%d8%a9-scatterplot\/","title":{"rendered":"Matplotlib: \u0643\u064a\u0641\u064a\u0629 \u062a\u0644\u0648\u064a\u0646 \u0645\u062e\u0637\u0637 \u0627\u0644\u062a\u0634\u062a\u062a \u062d\u0633\u0628 \u0627\u0644\u0642\u064a\u0645\u0629"},"content":{"rendered":"<p><\/p>\n<hr>\n<p style=\";text-align:right;direction:rtl\"><span style=\"color: #000000;\">\u0641\u064a \u0643\u062b\u064a\u0631 \u0645\u0646 \u0627\u0644\u0623\u062d\u064a\u0627\u0646 \u0642\u062f \u062a\u0631\u063a\u0628 \u0641\u064a \u062a\u0638\u0644\u064a\u0644 \u0644\u0648\u0646 \u0627\u0644\u0646\u0642\u0627\u0637 \u0641\u064a \u0645\u062e\u0637\u0637 scatterplot matplotlib \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0645\u062a\u063a\u064a\u0631 \u062b\u0627\u0644\u062b. \u0644\u062d\u0633\u0646 \u0627\u0644\u062d\u0638\u060c \u0645\u0646 \u0627\u0644\u0633\u0647\u0644 \u0627\u0644\u0642\u064a\u0627\u0645 \u0628\u0630\u0644\u0643 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062f\u0627\u0644\u0629 <a href=\"https:\/\/matplotlib.org\/3.3.1\/api\/_as_gen\/matplotlib.pyplot.scatter.html\" target=\"_blank\" rel=\"noopener noreferrer\">matplotlib.pyplot.scatter()<\/a> \u060c \u0648\u0627\u0644\u062a\u064a \u062a\u0623\u062e\u0630 \u0627\u0644\u0635\u064a\u063a\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629:<\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>matplotlib.pyplot.scatter(x, y, s=None, c=None, cmap=None)<\/strong><\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0630\u0647\u0628:<\/span><\/p>\n<ul style=\";text-align:right;direction:rtl\">\n<li style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>x:<\/strong> \u062c\u062f\u0648\u0644 \u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u0645\u0637\u0644\u0648\u0628 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647 \u0644\u0645\u0648\u0627\u0636\u0639 \u0627\u0644\u0645\u062d\u0648\u0631 x \u0641\u064a \u0627\u0644\u0645\u062e\u0637\u0637.<\/span><\/li>\n<li style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>y:<\/strong> \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u0646 \u0627\u0644\u0642\u064a\u0645 \u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647\u0627 \u0641\u064a \u0645\u0648\u0627\u0636\u0639 \u0627\u0644\u0645\u062d\u0648\u0631 y \u0641\u064a \u0627\u0644\u0645\u062e\u0637\u0637.<\/span><\/li>\n<li style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>s:<\/strong> \u062d\u062c\u0645 \u0627\u0644\u0639\u0644\u0627\u0645\u0629.<\/span><\/li>\n<li style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u062c:<\/strong> \u062c\u062f\u0648\u0644 \u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0629 \u0644\u0623\u0644\u0648\u0627\u0646 \u0627\u0644\u0639\u0644\u0627\u0645\u0629.<\/span><\/li>\n<li style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>cmap:<\/strong> \u062e\u0631\u064a\u0637\u0629 \u0645\u0644\u0648\u0646\u0629 \u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647\u0627 \u0641\u064a \u0627\u0644\u062a\u062e\u0637\u064a\u0637.<\/span><\/li>\n<\/ul>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u064a\u0645\u0643\u0646\u0643 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 <strong>c<\/strong> \u0644\u062a\u062d\u062f\u064a\u062f \u0645\u062a\u063a\u064a\u0631 \u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647 \u0644\u0642\u064a\u0645 \u0627\u0644\u0623\u0644\u0648\u0627\u0646 \u0648\u064a\u0645\u0643\u0646\u0643 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 <strong>cmap<\/strong> \u0644\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0623\u0644\u0648\u0627\u0646 \u0627\u0644\u0641\u0639\u0644\u064a\u0629 \u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647\u0627 \u0644\u0644\u0639\u0644\u0627\u0645\u0627\u062a \u0641\u064a \u0627\u0644\u0633\u062d\u0627\u0628\u0629 \u0627\u0644\u0646\u0642\u0637\u064a\u0629.<\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u064a\u0634\u0631\u062d \u0647\u0630\u0627 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a \u0639\u062f\u0629 \u0623\u0645\u062b\u0644\u0629 \u0644\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0639\u0645\u0644\u064a \u0644\u0647\u0630\u0647 \u0627\u0644\u0648\u0638\u064a\u0641\u0629.<\/span><\/p>\n<h3 style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0645\u062b\u0627\u0644 1: \u0646\u0642\u0627\u0637 \u0645\u062e\u0637\u0637 \u0627\u0644\u062a\u0634\u062a\u062a \u0627\u0644\u0645\u0644\u0648\u0646\u0629 \u062d\u0633\u0628 \u0627\u0644\u0642\u064a\u0645\u0629<\/strong><\/span><\/h3>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0644\u0646\u0641\u062a\u0631\u0636 \u0623\u0646 \u0644\u062f\u064a\u0646\u0627 DataFrame \u0627\u0644\u0628\u0627\u0646\u062f\u0627 \u0627\u0644\u062a\u0627\u0644\u064a\u0629:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #107d3f;\">import<\/span> pandas <span style=\"color: #107d3f;\">as<\/span> pd\n\n<span style=\"color: #008080;\">#createDataFrame<\/span>\ndf = pd.DataFrame({'x': [25, 12, 15, 14, 19, 23, 25, 29],\n                   'y': [5, 7, 7, 9, 12, 9, 9, 4],\n                   'z': [3, 4, 4, 5, 7, 8, 8, 9]})\n\n<span style=\"color: #008080;\">#view DataFrame\n<\/span>df\n\n        X Y Z\n0 25 5 3\n1 12 7 4\n2 15 7 4\n3 14 9 5\n4 19 12 7\n5 23 9 8\n6 25 9 8\n7 29 4 9<\/strong><\/pre>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u064a\u0648\u0636\u062d \u0627\u0644\u0643\u0648\u062f \u0627\u0644\u062a\u0627\u0644\u064a \u0643\u064a\u0641\u064a\u0629 \u0625\u0646\u0634\u0627\u0621 \u0633\u062d\u0627\u0628\u0629 \u0646\u0642\u0637\u064a\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0644\u0648\u062d\u0629 \u0627\u0644\u0623\u0644\u0648\u0627\u0646 \u0627\u0644\u0631\u0645\u0627\u062f\u064a\u0629 \u0648\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0642\u064a\u0645 \u0627\u0644\u0645\u062a\u063a\u064a\u0631 <strong>z<\/strong> \u0643\u0638\u0644 \u0644\u0644\u0648\u062d\u0629 \u0627\u0644\u0623\u0644\u0648\u0627\u0646:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #107d3f;\">import<\/span> matplotlib.pyplot <span style=\"color: #107d3f;\">as<\/span> plt\n\n<span style=\"color: #008080;\">#create scatterplot<\/span>\nplt. <span style=\"color: #3366ff;\">scatter<\/span> (df.x, df.y, s=200, c=df.z, cmap=' <span style=\"color: #008000;\">gray<\/span> ')\n<\/strong><\/pre>\n<p style=\";text-align:right;direction:rtl\"><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-10278 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/matplotlibscatter1.png\" alt=\"Matplotlib \u0645\u0628\u0639\u062b\u0631 \u0644\u0648\u0646 \u0627\u0644\u0631\u0633\u0645 \u062d\u0633\u0628 \u0627\u0644\u0642\u064a\u0645\u0629\" width=\"413\" height=\"279\" srcset=\"\" sizes=\"\"><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0645\u062b\u0627\u0644 \u062a\u062d\u062f\u064a\u062f\u064b\u0627\u060c \u0646\u062e\u062a\u0627\u0631 \u0644\u0648\u062d\u0629 \u0627\u0644\u0623\u0644\u0648\u0627\u0646 &#8220;\u0627\u0644\u0631\u0645\u0627\u062f\u064a\u0629&#8221;\u060c \u0648\u0644\u0643\u0646 \u064a\u0645\u0643\u0646\u0643 \u0627\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u0649 \u0642\u0627\u0626\u0645\u0629 \u0643\u0627\u0645\u0644\u0629 \u0628\u0623\u0644\u0648\u0627\u062d \u0627\u0644\u0623\u0644\u0648\u0627\u0646 \u0627\u0644\u0645\u062a\u0627\u062d\u0629 \u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647\u0627 \u0641\u064a <a href=\"https:\/\/matplotlib.org\/3.3.1\/tutorials\/colors\/colormaps.html\" target=\"_blank\" rel=\"noopener noreferrer\">\u0648\u062b\u0627\u0626\u0642 \u0644\u0648\u062d\u0627\u062a \u0623\u0644\u0648\u0627\u0646 matplotlib<\/a> .<\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u064a\u0645\u0643\u0646\u0646\u0627 \u0628\u062f\u0644\u0627\u064b \u0645\u0646 \u0630\u0644\u0643 \u062a\u062d\u062f\u064a\u062f &#8220;\u0627\u0644\u0623\u062e\u0636\u0631&#8221; \u0643\u0644\u0648\u062d\u0629 \u0623\u0644\u0648\u0627\u0646:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>plt. <span style=\"color: #3366ff;\">scatter<\/span> (df.x, df.y, s=200, c=df.z, cmap=' <span style=\"color: #008000;\">Greens<\/span> ')<\/strong> <\/pre>\n<p style=\";text-align:right;direction:rtl\"><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-10280 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/matplotlibscatter2.png\" alt=\"\u0645\u062e\u0637\u0637 \u0645\u0628\u0639\u062b\u0631 Matplotlib \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 cmap\" width=\"420\" height=\"286\" srcset=\"\" sizes=\"\"><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0628\u0634\u0643\u0644 \u0627\u0641\u062a\u0631\u0627\u0636\u064a\u060c \u062a\u0643\u0648\u0646 \u0627\u0644\u0639\u0644\u0627\u0645\u0627\u062a \u0630\u0627\u062a \u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u0623\u0643\u0628\u0631 \u0644\u0644\u0648\u0633\u064a\u0637\u0629 <strong>c<\/strong> \u0645\u0638\u0644\u0644\u0629 \u0628\u0634\u0643\u0644 \u0623\u063a\u0645\u0642\u060c \u0648\u0644\u0643\u0646 \u064a\u0645\u0643\u0646\u0643 \u0639\u0643\u0633 \u0647\u0630\u0627 \u0627\u0644\u0627\u062a\u062c\u0627\u0647 \u0628\u0628\u0633\u0627\u0637\u0629 \u0639\u0646 \u0637\u0631\u064a\u0642 \u0625\u0636\u0627\u0641\u0629 <strong>_r<\/strong> \u0625\u0644\u0649 \u0627\u0633\u0645 cmap:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>plt. <span style=\"color: #3366ff;\">scatter<\/span> (df.x, df.y, s=200, c=df.z, cmap=' <span style=\"color: #008000;\">Greens_r<\/span> ')<\/strong> <\/pre>\n<p style=\";text-align:right;direction:rtl\"><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-10281 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/matplotlibscatter3.png\" alt=\"\u0644\u0648\u062d\u0629 \u0623\u0644\u0648\u0627\u0646 Matplotlib \u0628\u0645\u0642\u064a\u0627\u0633 \u0645\u0642\u0644\u0648\u0628\" width=\"422\" height=\"287\" srcset=\"\" sizes=\"\"><\/p>\n<h3 style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0645\u062b\u0627\u0644 2: \u0646\u0642\u0627\u0637 \u0645\u062e\u0637\u0637 \u0627\u0644\u062a\u0634\u062a\u062a \u0627\u0644\u0645\u0644\u0648\u0646\u0629 \u062d\u0633\u0628 \u0627\u0644\u0641\u0626\u0629<\/strong><\/span><\/h3>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0644\u0646\u0641\u062a\u0631\u0636 \u0623\u0646 \u0644\u062f\u064a\u0646\u0627 DataFrame \u0627\u0644\u0628\u0627\u0646\u062f\u0627 \u0627\u0644\u062a\u0627\u0644\u064a\u0629:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #107d3f;\">import<\/span> pandas <span style=\"color: #107d3f;\">as<\/span> pd\n\n<span style=\"color: #008080;\">#createDataFrame<\/span>\ndf = pd.DataFrame({'x': [25, 12, 15, 14, 19, 23, 25, 29],\n                   'y': [5, 7, 7, 9, 12, 9, 9, 4],\n                   'z': ['A', 'A', 'B', 'B', 'B', 'C', 'C', 'C']})\n\n<span style=\"color: #008080;\">#view DataFrame\n<\/span>df\n\n\tX Y Z\n0 25 5 A\n1 12 7 A\n2 15 7 B\n3 14 9 B\n4 19 12 B\n5 23 9 C\n6 25 9 C\n7 29 4 C<\/strong><\/pre>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u064a\u0648\u0636\u062d \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0629 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629 \u0643\u064a\u0641\u064a\u0629 \u0625\u0646\u0634\u0627\u0621 \u0645\u062e\u0637\u0637 \u062a\u0628\u0639\u062b\u0631 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0645\u062a\u063a\u064a\u0631 <strong>z<\/strong> \u0644\u062a\u0644\u0648\u064a\u0646 \u0627\u0644\u0639\u0644\u0627\u0645\u0627\u062a \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u0644\u0641\u0626\u0629:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #107d3f;\">import<\/span> matplotlib.pyplot <span style=\"color: #107d3f;\">as<\/span> plt\n\ngroups = df. <span style=\"color: #3366ff;\">groupby<\/span> ('z')\n<span style=\"color: #008000;\">for<\/span> name, group <span style=\"color: #008000;\">in<\/span> groups:\n    plt. <span style=\"color: #3366ff;\">plot<\/span> (group.x, group.y, marker=' <span style=\"color: #993300;\">o<\/span> ', linestyle='', markersize=12, label=name)\n\nplt. <span style=\"color: #3366ff;\">legend<\/span> ()\n<\/strong><\/pre>\n<p style=\";text-align:right;direction:rtl\"><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-10282 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/matplotlibscatter4.png\" alt=\"\u0645\u062e\u0637\u0637 \u0645\u0628\u0639\u062b\u0631 Matplotlib \u0645\u0644\u0648\u0646 \u062d\u0633\u0628 \u0627\u0644\u0641\u0626\u0629\" width=\"420\" height=\"289\" srcset=\"\" sizes=\"\"><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><em>\u064a\u0645\u0643\u0646\u0643 \u0627\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u0649 \u0627\u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u062f\u0631\u0648\u0633 \u0628\u0627\u064a\u062b\u0648\u0646 \u0647\u0646\u0627 .<\/em><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0641\u064a \u0643\u062b\u064a\u0631 \u0645\u0646 \u0627\u0644\u0623\u062d\u064a\u0627\u0646 \u0642\u062f \u062a\u0631\u063a\u0628 \u0641\u064a \u062a\u0638\u0644\u064a\u0644 \u0644\u0648\u0646 \u0627\u0644\u0646\u0642\u0627\u0637 \u0641\u064a \u0645\u062e\u0637\u0637 scatterplot matplotlib \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0645\u062a\u063a\u064a\u0631 \u062b\u0627\u0644\u062b. \u0644\u062d\u0633\u0646 \u0627\u0644\u062d\u0638\u060c \u0645\u0646 \u0627\u0644\u0633\u0647\u0644 \u0627\u0644\u0642\u064a\u0627\u0645 \u0628\u0630\u0644\u0643 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062f\u0627\u0644\u0629 matplotlib.pyplot.scatter() \u060c \u0648\u0627\u0644\u062a\u064a \u062a\u0623\u062e\u0630 \u0627\u0644\u0635\u064a\u063a\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629: matplotlib.pyplot.scatter(x, y, s=None, c=None, cmap=None) \u0630\u0647\u0628: x: \u062c\u062f\u0648\u0644 \u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u0645\u0637\u0644\u0648\u0628 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647 \u0644\u0645\u0648\u0627\u0636\u0639 \u0627\u0644\u0645\u062d\u0648\u0631 x \u0641\u064a \u0627\u0644\u0645\u062e\u0637\u0637. y: \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u0646 \u0627\u0644\u0642\u064a\u0645 \u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647\u0627 \u0641\u064a \u0645\u0648\u0627\u0636\u0639 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Matplotlib: \u0643\u064a\u0641\u064a\u0629 \u062a\u0644\u0648\u064a\u0646 \u0645\u062e\u0637\u0637 \u0627\u0644\u062a\u0634\u062a\u062a \u062d\u0633\u0628 \u0627\u0644\u0642\u064a\u0645\u0629<\/title>\n<meta name=\"description\" content=\"\u0634\u0631\u062d \u0628\u0633\u064a\u0637 \u0644\u0643\u064a\u0641\u064a\u0629 \u062a\u0644\u0648\u064a\u0646 \u0627\u0644\u0646\u0642\u0627\u0637 \u0641\u064a \u0645\u062e\u0637\u0637 \u0627\u0644\u062a\u0634\u062a\u062a Matplotlib \u062d\u0633\u0628 \u0627\u0644\u0642\u064a\u0645\u0629.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" 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