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		<id>https://www.explainxkcd.com/wiki/index.php?action=history&amp;feed=atom&amp;title=Talk%3A2739%3A_Data_Quality</id>
		<title>Talk:2739: Data Quality - Revision history</title>
		<link rel="self" type="application/atom+xml" href="https://www.explainxkcd.com/wiki/index.php?action=history&amp;feed=atom&amp;title=Talk%3A2739%3A_Data_Quality"/>
		<link rel="alternate" type="text/html" href="https://www.explainxkcd.com/wiki/index.php?title=Talk:2739:_Data_Quality&amp;action=history"/>
		<updated>2026-04-11T14:04:04Z</updated>
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	<entry>
		<id>https://www.explainxkcd.com/wiki/index.php?title=Talk:2739:_Data_Quality&amp;diff=307287&amp;oldid=prev</id>
		<title>172.70.85.224 at 02:02, 7 March 2023</title>
		<link rel="alternate" type="text/html" href="https://www.explainxkcd.com/wiki/index.php?title=Talk:2739:_Data_Quality&amp;diff=307287&amp;oldid=prev"/>
				<updated>2023-03-07T02:02:21Z</updated>
		
		<summary type="html">&lt;p&gt;&lt;/p&gt;
&lt;table class=&quot;diff diff-contentalign-left&quot; data-mw=&quot;interface&quot;&gt;
				&lt;col class=&quot;diff-marker&quot; /&gt;
				&lt;col class=&quot;diff-content&quot; /&gt;
				&lt;col class=&quot;diff-marker&quot; /&gt;
				&lt;col class=&quot;diff-content&quot; /&gt;
				&lt;tr style=&quot;vertical-align: top;&quot; lang=&quot;en&quot;&gt;
				&lt;td colspan=&quot;2&quot; style=&quot;background-color: white; color:black; text-align: center;&quot;&gt;← Older revision&lt;/td&gt;
				&lt;td colspan=&quot;2&quot; style=&quot;background-color: white; color:black; text-align: center;&quot;&gt;Revision as of 02:02, 7 March 2023&lt;/td&gt;
				&lt;/tr&gt;&lt;tr&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot; id=&quot;mw-diff-left-l13&quot; &gt;Line 13:&lt;/td&gt;
&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot;&gt;Line 13:&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;:GIFs are lossy in the very act of creating them: the actual colors of the real object have to be smashed down into (I think it’s) 256 different colors, resulting in an image that even human perception recognizes as crappy. Even the so-called ‘lossless’ formats such as PNG are lossy in the act of creation, just not as drastically as GIFs. A truly ‘lossless’ format would have to specify the exact intensity of every wavelength of electromagnetic radiation emanating from every atom of the original object. Good luck with that. [[Special:Contributions/172.71.151.99|172.71.151.99]] 01:00, 18 February 2023 (UTC)&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;:GIFs are lossy in the very act of creating them: the actual colors of the real object have to be smashed down into (I think it’s) 256 different colors, resulting in an image that even human perception recognizes as crappy. Even the so-called ‘lossless’ formats such as PNG are lossy in the act of creation, just not as drastically as GIFs. A truly ‘lossless’ format would have to specify the exact intensity of every wavelength of electromagnetic radiation emanating from every atom of the original object. Good luck with that. [[Special:Contributions/172.71.151.99|172.71.151.99]] 01:00, 18 February 2023 (UTC)&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;:::GIFs can only have 256 colors per *frame*, but can have many frames, so 16,777,216 (256^3) colors total should be possible. [[User:SDSpivey|SDSpivey]] ([[User talk:SDSpivey|talk]]) 01:39, 7 March 2023 (UTC)&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;:::GIFs can only have 256 colors per *frame*, but can have many frames, so 16,777,216 (256^3) colors total should be possible. [[User:SDSpivey|SDSpivey]] ([[User talk:SDSpivey|talk]]) 01:39, 7 March 2023 (UTC)&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;−&lt;/td&gt;&lt;td style=&quot;color:black; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;::::Temporal dithering? Don't know if that's the term for it, but it's &lt;del class=&quot;diffchange diffchange-inline&quot;&gt;thenone &lt;/del&gt;I'd use to describe it.&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;+&lt;/td&gt;&lt;td style=&quot;color:black; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;::::Temporal dithering? Don't know if that's the term for it, but it's &lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;the one &lt;/ins&gt;I'd use to describe it.&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;::::And I remember trying that on a BBC Microcomputer, messing with fast direct video-memory copying and also the interupts to get the high-res but monochome MODE 0 (1-bitplane, but with some choice of foreground and background colours that are used that can be changed fairly rapidly, as well as in horizontal bands) to create a disconcerting effect (I wouldn't subject an epileptic to it!) that could still approximated at least a 3-bit colour-mode. Half the colour-res of&amp;#160; MODE 2, twice that of MODE 1, but vertical dot-res twice that of the latter and ''quadruple'' that of the former. IIRC. [[Special:Contributions/172.70.85.225|172.70.85.225]] 02:01, 7 March 2023 (UTC)&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;::::And I remember trying that on a BBC Microcomputer, messing with fast direct video-memory copying and also the interupts to get the high-res but monochome MODE 0 (1-bitplane, but with some choice of foreground and background colours that are used that can be changed fairly rapidly, as well as in horizontal bands) to create a disconcerting effect (I wouldn't subject an epileptic to it!) that could still approximated at least a 3-bit colour-mode. Half the colour-res of&amp;#160; MODE 2, twice that of MODE 1, but vertical dot-res twice that of the latter and ''quadruple'' that of the former. IIRC. [[Special:Contributions/172.70.85.225|172.70.85.225]] 02:01, 7 March 2023 (UTC)&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;::It's subjective whether formats (even .gif) can be recognised as 'crappy'. The display format may further tune down everything so that something defined with 65536 colours is more like 256, or it could work well with any given stippling/halftoning/dithering to produce something more like the better original than the file data strictly allows (even from 6bits-per-pixel, or 3) when viewed at sufficient remove. And a .gif of a block-coloured diagram is notably better than a typical .jpg of one, despite the technically superior palette the later has. (Nobody says that an image has to be from a real-life subject, with all kinds of missing data, such as photons thst happen to hit the gap between CCD pixels but might be considered important and might well have been captured with the Mk 1 Eyeball and significantly 'noticed' by the nerves and ultimately the respective processing usters of the brain behind it... Which has a complete set of 'analogue lossiness' to it, anyway.) [[Special:Contributions/172.71.242.203|172.71.242.203]] 16:37, 18 February 2023 (UTC)&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;::It's subjective whether formats (even .gif) can be recognised as 'crappy'. The display format may further tune down everything so that something defined with 65536 colours is more like 256, or it could work well with any given stippling/halftoning/dithering to produce something more like the better original than the file data strictly allows (even from 6bits-per-pixel, or 3) when viewed at sufficient remove. And a .gif of a block-coloured diagram is notably better than a typical .jpg of one, despite the technically superior palette the later has. (Nobody says that an image has to be from a real-life subject, with all kinds of missing data, such as photons thst happen to hit the gap between CCD pixels but might be considered important and might well have been captured with the Mk 1 Eyeball and significantly 'noticed' by the nerves and ultimately the respective processing usters of the brain behind it... Which has a complete set of 'analogue lossiness' to it, anyway.) [[Special:Contributions/172.71.242.203|172.71.242.203]] 16:37, 18 February 2023 (UTC)&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;/table&gt;</summary>
		<author><name>172.70.85.224</name></author>	</entry>

	<entry>
		<id>https://www.explainxkcd.com/wiki/index.php?title=Talk:2739:_Data_Quality&amp;diff=307286&amp;oldid=prev</id>
		<title>172.70.85.225 at 02:01, 7 March 2023</title>
		<link rel="alternate" type="text/html" href="https://www.explainxkcd.com/wiki/index.php?title=Talk:2739:_Data_Quality&amp;diff=307286&amp;oldid=prev"/>
				<updated>2023-03-07T02:01:01Z</updated>
		
		<summary type="html">&lt;p&gt;&lt;/p&gt;
&lt;table class=&quot;diff diff-contentalign-left&quot; data-mw=&quot;interface&quot;&gt;
				&lt;col class=&quot;diff-marker&quot; /&gt;
				&lt;col class=&quot;diff-content&quot; /&gt;
				&lt;col class=&quot;diff-marker&quot; /&gt;
				&lt;col class=&quot;diff-content&quot; /&gt;
				&lt;tr style=&quot;vertical-align: top;&quot; lang=&quot;en&quot;&gt;
				&lt;td colspan=&quot;2&quot; style=&quot;background-color: white; color:black; text-align: center;&quot;&gt;← Older revision&lt;/td&gt;
				&lt;td colspan=&quot;2&quot; style=&quot;background-color: white; color:black; text-align: center;&quot;&gt;Revision as of 02:01, 7 March 2023&lt;/td&gt;
				&lt;/tr&gt;&lt;tr&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot; id=&quot;mw-diff-left-l12&quot; &gt;Line 12:&lt;/td&gt;
&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot;&gt;Line 12:&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;:I think that's the point. [[Special:Contributions/172.68.50.203|172.68.50.203]] 20:12, 17 February 2023 (UTC)&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;:I think that's the point. [[Special:Contributions/172.68.50.203|172.68.50.203]] 20:12, 17 February 2023 (UTC)&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;:GIFs are lossy in the very act of creating them: the actual colors of the real object have to be smashed down into (I think it’s) 256 different colors, resulting in an image that even human perception recognizes as crappy. Even the so-called ‘lossless’ formats such as PNG are lossy in the act of creation, just not as drastically as GIFs. A truly ‘lossless’ format would have to specify the exact intensity of every wavelength of electromagnetic radiation emanating from every atom of the original object. Good luck with that. [[Special:Contributions/172.71.151.99|172.71.151.99]] 01:00, 18 February 2023 (UTC)&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;:GIFs are lossy in the very act of creating them: the actual colors of the real object have to be smashed down into (I think it’s) 256 different colors, resulting in an image that even human perception recognizes as crappy. Even the so-called ‘lossless’ formats such as PNG are lossy in the act of creation, just not as drastically as GIFs. A truly ‘lossless’ format would have to specify the exact intensity of every wavelength of electromagnetic radiation emanating from every atom of the original object. Good luck with that. [[Special:Contributions/172.71.151.99|172.71.151.99]] 01:00, 18 February 2023 (UTC)&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;−&lt;/td&gt;&lt;td style=&quot;color:black; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;::GIFs can only have 256 colors per *frame*, but can have many frames, so 16,777,216 (256^3) colors total should be possible. [[User:SDSpivey|SDSpivey]] ([[User talk:SDSpivey|talk]]) 01:39, 7 March 2023 (UTC)&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;+&lt;/td&gt;&lt;td style=&quot;color:black; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;&lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;:&lt;/ins&gt;::GIFs can only have 256 colors per *frame*, but can have many frames, so 16,777,216 (256^3) colors total should be possible. [[User:SDSpivey|SDSpivey]] ([[User talk:SDSpivey|talk]]) 01:39, 7 March 2023 (UTC)&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;−&lt;/td&gt;&lt;td style=&quot;color:black; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;&amp;#160;&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;+&lt;/td&gt;&lt;td style=&quot;color:black; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;&lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;::::Temporal dithering? Don't know if that's the term for it, but it's thenone I'd use to describe it.&lt;/ins&gt;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td colspan=&quot;2&quot;&gt;&amp;#160;&lt;/td&gt;&lt;td class='diff-marker'&gt;+&lt;/td&gt;&lt;td style=&quot;color:black; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;&lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;::::And I remember trying that on a BBC Microcomputer, messing with fast direct video-memory copying and also the interupts to get the high-res but monochome MODE 0 (1-bitplane, but with some choice of foreground and background colours that are used that can be changed fairly rapidly, as well as in horizontal bands) to create a disconcerting effect (I wouldn't subject an epileptic to it!) that could still approximated at least a 3-bit colour-mode. Half the colour-res of&amp;#160; MODE 2, twice that of MODE 1, but vertical dot-res twice that of the latter and ''quadruple'' that of the former. IIRC. [[Special:Contributions/172.70.85.225|172.70.85.225]] 02:01, 7 March 2023 (UTC)&lt;/ins&gt;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;::It's subjective whether formats (even .gif) can be recognised as 'crappy'. The display format may further tune down everything so that something defined with 65536 colours is more like 256, or it could work well with any given stippling/halftoning/dithering to produce something more like the better original than the file data strictly allows (even from 6bits-per-pixel, or 3) when viewed at sufficient remove. And a .gif of a block-coloured diagram is notably better than a typical .jpg of one, despite the technically superior palette the later has. (Nobody says that an image has to be from a real-life subject, with all kinds of missing data, such as photons thst happen to hit the gap between CCD pixels but might be considered important and might well have been captured with the Mk 1 Eyeball and significantly 'noticed' by the nerves and ultimately the respective processing usters of the brain behind it... Which has a complete set of 'analogue lossiness' to it, anyway.) [[Special:Contributions/172.71.242.203|172.71.242.203]] 16:37, 18 February 2023 (UTC)&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;::It's subjective whether formats (even .gif) can be recognised as 'crappy'. The display format may further tune down everything so that something defined with 65536 colours is more like 256, or it could work well with any given stippling/halftoning/dithering to produce something more like the better original than the file data strictly allows (even from 6bits-per-pixel, or 3) when viewed at sufficient remove. And a .gif of a block-coloured diagram is notably better than a typical .jpg of one, despite the technically superior palette the later has. (Nobody says that an image has to be from a real-life subject, with all kinds of missing data, such as photons thst happen to hit the gap between CCD pixels but might be considered important and might well have been captured with the Mk 1 Eyeball and significantly 'noticed' by the nerves and ultimately the respective processing usters of the brain behind it... Which has a complete set of 'analogue lossiness' to it, anyway.) [[Special:Contributions/172.71.242.203|172.71.242.203]] 16:37, 18 February 2023 (UTC)&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;:I encoded the records you wanted transferred to your department's systems into a standard GIF format file. Would you prefer an MJPEG video? [[Special:Contributions/172.70.114.79|172.70.114.79]] 16:51, 24 February 2023 (UTC) EDIT: You're right, though. Maybe Randall has experience with color loss using GIF. In the 90's GIF was a compressed photography format, smaller than BMP. 16:54, 24 February 2023 (UTC)&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;:I encoded the records you wanted transferred to your department's systems into a standard GIF format file. Would you prefer an MJPEG video? [[Special:Contributions/172.70.114.79|172.70.114.79]] 16:51, 24 February 2023 (UTC) EDIT: You're right, though. Maybe Randall has experience with color loss using GIF. In the 90's GIF was a compressed photography format, smaller than BMP. 16:54, 24 February 2023 (UTC)&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;/table&gt;</summary>
		<author><name>172.70.85.225</name></author>	</entry>

	<entry>
		<id>https://www.explainxkcd.com/wiki/index.php?title=Talk:2739:_Data_Quality&amp;diff=307285&amp;oldid=prev</id>
		<title>SDSpivey at 01:39, 7 March 2023</title>
		<link rel="alternate" type="text/html" href="https://www.explainxkcd.com/wiki/index.php?title=Talk:2739:_Data_Quality&amp;diff=307285&amp;oldid=prev"/>
				<updated>2023-03-07T01:39:14Z</updated>
		
		<summary type="html">&lt;p&gt;&lt;/p&gt;
&lt;table class=&quot;diff diff-contentalign-left&quot; data-mw=&quot;interface&quot;&gt;
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				&lt;col class=&quot;diff-marker&quot; /&gt;
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				&lt;tr style=&quot;vertical-align: top;&quot; lang=&quot;en&quot;&gt;
				&lt;td colspan=&quot;2&quot; style=&quot;background-color: white; color:black; text-align: center;&quot;&gt;← Older revision&lt;/td&gt;
				&lt;td colspan=&quot;2&quot; style=&quot;background-color: white; color:black; text-align: center;&quot;&gt;Revision as of 01:39, 7 March 2023&lt;/td&gt;
				&lt;/tr&gt;&lt;tr&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot; id=&quot;mw-diff-left-l9&quot; &gt;Line 9:&lt;/td&gt;
&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot;&gt;Line 9:&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;GIF's aren't lossy either, though often other formats can't be converted to GIF without discarding information. [[User:Bemasher|Bemasher]] ([[User talk:Bemasher|talk]]) 18:27, 17 February 2023 (UTC)&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;GIF's aren't lossy either, though often other formats can't be converted to GIF without discarding information. [[User:Bemasher|Bemasher]] ([[User talk:Bemasher|talk]]) 18:27, 17 February 2023 (UTC)&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td colspan=&quot;2&quot;&gt;&amp;#160;&lt;/td&gt;&lt;td class='diff-marker'&gt;+&lt;/td&gt;&lt;td style=&quot;color:black; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;&lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;&lt;/ins&gt;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;:I think that's the point. [[Special:Contributions/172.68.50.203|172.68.50.203]] 20:12, 17 February 2023 (UTC)&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;:I think that's the point. [[Special:Contributions/172.68.50.203|172.68.50.203]] 20:12, 17 February 2023 (UTC)&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;:GIFs are lossy in the very act of creating them: the actual colors of the real object have to be smashed down into (I think it’s) 256 different colors, resulting in an image that even human perception recognizes as crappy. Even the so-called ‘lossless’ formats such as PNG are lossy in the act of creation, just not as drastically as GIFs. A truly ‘lossless’ format would have to specify the exact intensity of every wavelength of electromagnetic radiation emanating from every atom of the original object. Good luck with that. [[Special:Contributions/172.71.151.99|172.71.151.99]] 01:00, 18 February 2023 (UTC)&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;:GIFs are lossy in the very act of creating them: the actual colors of the real object have to be smashed down into (I think it’s) 256 different colors, resulting in an image that even human perception recognizes as crappy. Even the so-called ‘lossless’ formats such as PNG are lossy in the act of creation, just not as drastically as GIFs. A truly ‘lossless’ format would have to specify the exact intensity of every wavelength of electromagnetic radiation emanating from every atom of the original object. Good luck with that. [[Special:Contributions/172.71.151.99|172.71.151.99]] 01:00, 18 February 2023 (UTC)&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td colspan=&quot;2&quot;&gt;&amp;#160;&lt;/td&gt;&lt;td class='diff-marker'&gt;+&lt;/td&gt;&lt;td style=&quot;color:black; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;&lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;::GIFs can only have 256 colors per *frame*, but can have many frames, so 16,777,216 (256^3) colors total should be possible. [[User:SDSpivey|SDSpivey]] ([[User talk:SDSpivey|talk]]) 01:39, 7 March 2023 (UTC)&lt;/ins&gt;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td colspan=&quot;2&quot;&gt;&amp;#160;&lt;/td&gt;&lt;td class='diff-marker'&gt;+&lt;/td&gt;&lt;td style=&quot;color:black; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;&lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;&lt;/ins&gt;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;::It's subjective whether formats (even .gif) can be recognised as 'crappy'. The display format may further tune down everything so that something defined with 65536 colours is more like 256, or it could work well with any given stippling/halftoning/dithering to produce something more like the better original than the file data strictly allows (even from 6bits-per-pixel, or 3) when viewed at sufficient remove. And a .gif of a block-coloured diagram is notably better than a typical .jpg of one, despite the technically superior palette the later has. (Nobody says that an image has to be from a real-life subject, with all kinds of missing data, such as photons thst happen to hit the gap between CCD pixels but might be considered important and might well have been captured with the Mk 1 Eyeball and significantly 'noticed' by the nerves and ultimately the respective processing usters of the brain behind it... Which has a complete set of 'analogue lossiness' to it, anyway.) [[Special:Contributions/172.71.242.203|172.71.242.203]] 16:37, 18 February 2023 (UTC)&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;::It's subjective whether formats (even .gif) can be recognised as 'crappy'. The display format may further tune down everything so that something defined with 65536 colours is more like 256, or it could work well with any given stippling/halftoning/dithering to produce something more like the better original than the file data strictly allows (even from 6bits-per-pixel, or 3) when viewed at sufficient remove. And a .gif of a block-coloured diagram is notably better than a typical .jpg of one, despite the technically superior palette the later has. (Nobody says that an image has to be from a real-life subject, with all kinds of missing data, such as photons thst happen to hit the gap between CCD pixels but might be considered important and might well have been captured with the Mk 1 Eyeball and significantly 'noticed' by the nerves and ultimately the respective processing usters of the brain behind it... Which has a complete set of 'analogue lossiness' to it, anyway.) [[Special:Contributions/172.71.242.203|172.71.242.203]] 16:37, 18 February 2023 (UTC)&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;:I encoded the records you wanted transferred to your department's systems into a standard GIF format file. Would you prefer an MJPEG video? [[Special:Contributions/172.70.114.79|172.70.114.79]] 16:51, 24 February 2023 (UTC) EDIT: You're right, though. Maybe Randall has experience with color loss using GIF. In the 90's GIF was a compressed photography format, smaller than BMP. 16:54, 24 February 2023 (UTC)&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;:I encoded the records you wanted transferred to your department's systems into a standard GIF format file. Would you prefer an MJPEG video? [[Special:Contributions/172.70.114.79|172.70.114.79]] 16:51, 24 February 2023 (UTC) EDIT: You're right, though. Maybe Randall has experience with color loss using GIF. In the 90's GIF was a compressed photography format, smaller than BMP. 16:54, 24 February 2023 (UTC)&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td colspan=&quot;2&quot;&gt;&amp;#160;&lt;/td&gt;&lt;td class='diff-marker'&gt;+&lt;/td&gt;&lt;td style=&quot;color:black; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;&lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;&lt;/ins&gt;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;Someone needs to add a table describing all the formats in the chart. [[User:Barmar|Barmar]] ([[User talk:Barmar|talk]]) 19:29, 17 February 2023 (UTC) &amp;#160;&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;Someone needs to add a table describing all the formats in the chart. [[User:Barmar|Barmar]] ([[User talk:Barmar|talk]]) 19:29, 17 February 2023 (UTC) &amp;#160;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;:Yep. It needs a description of each point on the graph. I'm on my phone though... and feeling lazy after shoveling snow. &amp;#160;&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;:Yep. It needs a description of each point on the graph. I'm on my phone though... and feeling lazy after shoveling snow. &amp;#160;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;/table&gt;</summary>
		<author><name>SDSpivey</name></author>	</entry>

	<entry>
		<id>https://www.explainxkcd.com/wiki/index.php?title=Talk:2739:_Data_Quality&amp;diff=306775&amp;oldid=prev</id>
		<title>172.70.114.78 at 16:54, 24 February 2023</title>
		<link rel="alternate" type="text/html" href="https://www.explainxkcd.com/wiki/index.php?title=Talk:2739:_Data_Quality&amp;diff=306775&amp;oldid=prev"/>
				<updated>2023-02-24T16:54:32Z</updated>
		
		<summary type="html">&lt;p&gt;&lt;/p&gt;
&lt;table class=&quot;diff diff-contentalign-left&quot; data-mw=&quot;interface&quot;&gt;
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				&lt;td colspan=&quot;2&quot; style=&quot;background-color: white; color:black; text-align: center;&quot;&gt;← Older revision&lt;/td&gt;
				&lt;td colspan=&quot;2&quot; style=&quot;background-color: white; color:black; text-align: center;&quot;&gt;Revision as of 16:54, 24 February 2023&lt;/td&gt;
				&lt;/tr&gt;&lt;tr&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot; id=&quot;mw-diff-left-l12&quot; &gt;Line 12:&lt;/td&gt;
&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot;&gt;Line 12:&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;:GIFs are lossy in the very act of creating them: the actual colors of the real object have to be smashed down into (I think it’s) 256 different colors, resulting in an image that even human perception recognizes as crappy. Even the so-called ‘lossless’ formats such as PNG are lossy in the act of creation, just not as drastically as GIFs. A truly ‘lossless’ format would have to specify the exact intensity of every wavelength of electromagnetic radiation emanating from every atom of the original object. Good luck with that. [[Special:Contributions/172.71.151.99|172.71.151.99]] 01:00, 18 February 2023 (UTC)&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;:GIFs are lossy in the very act of creating them: the actual colors of the real object have to be smashed down into (I think it’s) 256 different colors, resulting in an image that even human perception recognizes as crappy. Even the so-called ‘lossless’ formats such as PNG are lossy in the act of creation, just not as drastically as GIFs. A truly ‘lossless’ format would have to specify the exact intensity of every wavelength of electromagnetic radiation emanating from every atom of the original object. Good luck with that. [[Special:Contributions/172.71.151.99|172.71.151.99]] 01:00, 18 February 2023 (UTC)&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;::It's subjective whether formats (even .gif) can be recognised as 'crappy'. The display format may further tune down everything so that something defined with 65536 colours is more like 256, or it could work well with any given stippling/halftoning/dithering to produce something more like the better original than the file data strictly allows (even from 6bits-per-pixel, or 3) when viewed at sufficient remove. And a .gif of a block-coloured diagram is notably better than a typical .jpg of one, despite the technically superior palette the later has. (Nobody says that an image has to be from a real-life subject, with all kinds of missing data, such as photons thst happen to hit the gap between CCD pixels but might be considered important and might well have been captured with the Mk 1 Eyeball and significantly 'noticed' by the nerves and ultimately the respective processing usters of the brain behind it... Which has a complete set of 'analogue lossiness' to it, anyway.) [[Special:Contributions/172.71.242.203|172.71.242.203]] 16:37, 18 February 2023 (UTC)&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;::It's subjective whether formats (even .gif) can be recognised as 'crappy'. The display format may further tune down everything so that something defined with 65536 colours is more like 256, or it could work well with any given stippling/halftoning/dithering to produce something more like the better original than the file data strictly allows (even from 6bits-per-pixel, or 3) when viewed at sufficient remove. And a .gif of a block-coloured diagram is notably better than a typical .jpg of one, despite the technically superior palette the later has. (Nobody says that an image has to be from a real-life subject, with all kinds of missing data, such as photons thst happen to hit the gap between CCD pixels but might be considered important and might well have been captured with the Mk 1 Eyeball and significantly 'noticed' by the nerves and ultimately the respective processing usters of the brain behind it... Which has a complete set of 'analogue lossiness' to it, anyway.) [[Special:Contributions/172.71.242.203|172.71.242.203]] 16:37, 18 February 2023 (UTC)&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;−&lt;/td&gt;&lt;td style=&quot;color:black; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;:I encoded the records you wanted transferred to your department's systems into a standard GIF format file. Would you prefer an MJPEG video? [[Special:Contributions/172.70.114.79|172.70.114.79]] 16:51, 24 February 2023 (UTC)&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;+&lt;/td&gt;&lt;td style=&quot;color:black; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;:I encoded the records you wanted transferred to your department's systems into a standard GIF format file. Would you prefer an MJPEG video? [[Special:Contributions/172.70.114.79|172.70.114.79]] 16:51, 24 February 2023 (UTC) &lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;EDIT: You're right, though. Maybe Randall has experience with color loss using GIF. In the 90's GIF was a compressed photography format, smaller than BMP. 16:54, 24 February 2023 (UTC)&lt;/ins&gt;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;−&lt;/td&gt;&lt;td style=&quot;color:black; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;&amp;#160;&lt;/div&gt;&lt;/td&gt;&lt;td colspan=&quot;2&quot;&gt;&amp;#160;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;Someone needs to add a table describing all the formats in the chart. [[User:Barmar|Barmar]] ([[User talk:Barmar|talk]]) 19:29, 17 February 2023 (UTC) &amp;#160;&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;Someone needs to add a table describing all the formats in the chart. [[User:Barmar|Barmar]] ([[User talk:Barmar|talk]]) 19:29, 17 February 2023 (UTC) &amp;#160;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;:Yep. It needs a description of each point on the graph. I'm on my phone though... and feeling lazy after shoveling snow. &amp;#160;&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;:Yep. It needs a description of each point on the graph. I'm on my phone though... and feeling lazy after shoveling snow. &amp;#160;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;/table&gt;</summary>
		<author><name>172.70.114.78</name></author>	</entry>

	<entry>
		<id>https://www.explainxkcd.com/wiki/index.php?title=Talk:2739:_Data_Quality&amp;diff=306774&amp;oldid=prev</id>
		<title>172.70.114.79 at 16:51, 24 February 2023</title>
		<link rel="alternate" type="text/html" href="https://www.explainxkcd.com/wiki/index.php?title=Talk:2739:_Data_Quality&amp;diff=306774&amp;oldid=prev"/>
				<updated>2023-02-24T16:51:52Z</updated>
		
		<summary type="html">&lt;p&gt;&lt;/p&gt;
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				&lt;tr style=&quot;vertical-align: top;&quot; lang=&quot;en&quot;&gt;
				&lt;td colspan=&quot;2&quot; style=&quot;background-color: white; color:black; text-align: center;&quot;&gt;← Older revision&lt;/td&gt;
				&lt;td colspan=&quot;2&quot; style=&quot;background-color: white; color:black; text-align: center;&quot;&gt;Revision as of 16:51, 24 February 2023&lt;/td&gt;
				&lt;/tr&gt;&lt;tr&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot; id=&quot;mw-diff-left-l12&quot; &gt;Line 12:&lt;/td&gt;
&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot;&gt;Line 12:&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;:GIFs are lossy in the very act of creating them: the actual colors of the real object have to be smashed down into (I think it’s) 256 different colors, resulting in an image that even human perception recognizes as crappy. Even the so-called ‘lossless’ formats such as PNG are lossy in the act of creation, just not as drastically as GIFs. A truly ‘lossless’ format would have to specify the exact intensity of every wavelength of electromagnetic radiation emanating from every atom of the original object. Good luck with that. [[Special:Contributions/172.71.151.99|172.71.151.99]] 01:00, 18 February 2023 (UTC)&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;:GIFs are lossy in the very act of creating them: the actual colors of the real object have to be smashed down into (I think it’s) 256 different colors, resulting in an image that even human perception recognizes as crappy. Even the so-called ‘lossless’ formats such as PNG are lossy in the act of creation, just not as drastically as GIFs. A truly ‘lossless’ format would have to specify the exact intensity of every wavelength of electromagnetic radiation emanating from every atom of the original object. Good luck with that. [[Special:Contributions/172.71.151.99|172.71.151.99]] 01:00, 18 February 2023 (UTC)&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;::It's subjective whether formats (even .gif) can be recognised as 'crappy'. The display format may further tune down everything so that something defined with 65536 colours is more like 256, or it could work well with any given stippling/halftoning/dithering to produce something more like the better original than the file data strictly allows (even from 6bits-per-pixel, or 3) when viewed at sufficient remove. And a .gif of a block-coloured diagram is notably better than a typical .jpg of one, despite the technically superior palette the later has. (Nobody says that an image has to be from a real-life subject, with all kinds of missing data, such as photons thst happen to hit the gap between CCD pixels but might be considered important and might well have been captured with the Mk 1 Eyeball and significantly 'noticed' by the nerves and ultimately the respective processing usters of the brain behind it... Which has a complete set of 'analogue lossiness' to it, anyway.) [[Special:Contributions/172.71.242.203|172.71.242.203]] 16:37, 18 February 2023 (UTC)&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;::It's subjective whether formats (even .gif) can be recognised as 'crappy'. The display format may further tune down everything so that something defined with 65536 colours is more like 256, or it could work well with any given stippling/halftoning/dithering to produce something more like the better original than the file data strictly allows (even from 6bits-per-pixel, or 3) when viewed at sufficient remove. And a .gif of a block-coloured diagram is notably better than a typical .jpg of one, despite the technically superior palette the later has. (Nobody says that an image has to be from a real-life subject, with all kinds of missing data, such as photons thst happen to hit the gap between CCD pixels but might be considered important and might well have been captured with the Mk 1 Eyeball and significantly 'noticed' by the nerves and ultimately the respective processing usters of the brain behind it... Which has a complete set of 'analogue lossiness' to it, anyway.) [[Special:Contributions/172.71.242.203|172.71.242.203]] 16:37, 18 February 2023 (UTC)&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td colspan=&quot;2&quot;&gt;&amp;#160;&lt;/td&gt;&lt;td class='diff-marker'&gt;+&lt;/td&gt;&lt;td style=&quot;color:black; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;&lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;:I encoded the records you wanted transferred to your department's systems into a standard GIF format file. Would you prefer an MJPEG video? [[Special:Contributions/172.70.114.79|172.70.114.79]] 16:51, 24 February 2023 (UTC)&lt;/ins&gt;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;Someone needs to add a table describing all the formats in the chart. [[User:Barmar|Barmar]] ([[User talk:Barmar|talk]]) 19:29, 17 February 2023 (UTC) &amp;#160;&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;Someone needs to add a table describing all the formats in the chart. [[User:Barmar|Barmar]] ([[User talk:Barmar|talk]]) 19:29, 17 February 2023 (UTC) &amp;#160;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;/table&gt;</summary>
		<author><name>172.70.114.79</name></author>	</entry>

	<entry>
		<id>https://www.explainxkcd.com/wiki/index.php?title=Talk:2739:_Data_Quality&amp;diff=306773&amp;oldid=prev</id>
		<title>172.70.114.78 at 16:48, 24 February 2023</title>
		<link rel="alternate" type="text/html" href="https://www.explainxkcd.com/wiki/index.php?title=Talk:2739:_Data_Quality&amp;diff=306773&amp;oldid=prev"/>
				<updated>2023-02-24T16:48:41Z</updated>
		
		<summary type="html">&lt;p&gt;&lt;/p&gt;
&lt;table class=&quot;diff diff-contentalign-left&quot; data-mw=&quot;interface&quot;&gt;
				&lt;col class=&quot;diff-marker&quot; /&gt;
				&lt;col class=&quot;diff-content&quot; /&gt;
				&lt;col class=&quot;diff-marker&quot; /&gt;
				&lt;col class=&quot;diff-content&quot; /&gt;
				&lt;tr style=&quot;vertical-align: top;&quot; lang=&quot;en&quot;&gt;
				&lt;td colspan=&quot;2&quot; style=&quot;background-color: white; color:black; text-align: center;&quot;&gt;← Older revision&lt;/td&gt;
				&lt;td colspan=&quot;2&quot; style=&quot;background-color: white; color:black; text-align: center;&quot;&gt;Revision as of 16:48, 24 February 2023&lt;/td&gt;
				&lt;/tr&gt;&lt;tr&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot; id=&quot;mw-diff-left-l6&quot; &gt;Line 6:&lt;/td&gt;
&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot;&gt;Line 6:&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;: Maybe it was to be about '''cuckoo filters''', which are probabilistic data structure alternative to classic Bloom filter, which are based on space-efficient variants of cuckoo hashing? --[[User:JakubNarebski|JakubNarebski]] ([[User talk:JakubNarebski|talk]]) 14:05, 20 February 2023 (UTC)&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;: Maybe it was to be about '''cuckoo filters''', which are probabilistic data structure alternative to classic Bloom filter, which are based on space-efficient variants of cuckoo hashing? --[[User:JakubNarebski|JakubNarebski]] ([[User talk:JakubNarebski|talk]]) 14:05, 20 February 2023 (UTC)&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;::Hash tables don't have to store the original data at all, technically; they are commonly done as hash table-&amp;gt;KEY:DATA or hash table-&amp;gt;KEY:Pointer to data (or suchlike), but hash table-&amp;gt;present is a valid hashing scheme, which results in a likely verification that you have the right data (but not guarunteed because collisions) but no way of reconstructing the data itself. [[User:Mneme|Mneme]] ([[User talk:Mneme|talk]]) 02:25, 21 February 2023 (UTC)&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;::Hash tables don't have to store the original data at all, technically; they are commonly done as hash table-&amp;gt;KEY:DATA or hash table-&amp;gt;KEY:Pointer to data (or suchlike), but hash table-&amp;gt;present is a valid hashing scheme, which results in a likely verification that you have the right data (but not guarunteed because collisions) but no way of reconstructing the data itself. [[User:Mneme|Mneme]] ([[User talk:Mneme|talk]]) 02:25, 21 February 2023 (UTC)&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;−&lt;/td&gt;&lt;td style=&quot;color:black; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;:He’s casually referring to the hash conflict situation in common implementations of hash tables: the table of hashes, not the whole structure. You have O(n) lookup speed proportional to the impact of uniqueness lost in the hash lookup. The point is that this is the same way that bloom filters {which also usually need a source of truth to be useful) are used. The two concepts perform the same function but with different degrees of lossiness, different widenesses of matching. [[Special:Contributions/162.158.62.140|162.158.62.140]] 16:40, 24 February 2023 (UTC)&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;+&lt;/td&gt;&lt;td style=&quot;color:black; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;:He’s casually referring to the hash conflict situation in common implementations of hash tables: the table of hashes, not the whole structure. You have O(n) lookup speed proportional to the impact of uniqueness lost in the hash lookup. The point is that this is the same way that bloom filters {which also usually need a source of truth to be useful) are used. The two concepts perform the same function but with different degrees of lossiness, different widenesses of matching. [[Special:Contributions/162.158.62.140|162.158.62.140]] 16:40&lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;, 24 February 2023 (UTC) EDIT: it also leaves it ambiguous that it could mean a table of hash functions outputs as you suggest, where hashes have often been thought of as uniquely identifying data that is not recoverable (this does require a sufficiently constrained situation but is often used), where bloom filterd are thought of as ambiguously referring to multiple items. I can imagine it being more clear to leave out the word table. [[Special:Contributions/172.70.114.78|172.70.114.78]] 16:48&lt;/ins&gt;, 24 February 2023 (UTC)&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;GIF's aren't lossy either, though often other formats can't be converted to GIF without discarding information. [[User:Bemasher|Bemasher]] ([[User talk:Bemasher|talk]]) 18:27, 17 February 2023 (UTC)&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;GIF's aren't lossy either, though often other formats can't be converted to GIF without discarding information. [[User:Bemasher|Bemasher]] ([[User talk:Bemasher|talk]]) 18:27, 17 February 2023 (UTC)&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;/table&gt;</summary>
		<author><name>172.70.114.78</name></author>	</entry>

	<entry>
		<id>https://www.explainxkcd.com/wiki/index.php?title=Talk:2739:_Data_Quality&amp;diff=306772&amp;oldid=prev</id>
		<title>162.158.62.140 at 16:40, 24 February 2023</title>
		<link rel="alternate" type="text/html" href="https://www.explainxkcd.com/wiki/index.php?title=Talk:2739:_Data_Quality&amp;diff=306772&amp;oldid=prev"/>
				<updated>2023-02-24T16:40:03Z</updated>
		
		<summary type="html">&lt;p&gt;&lt;/p&gt;
&lt;table class=&quot;diff diff-contentalign-left&quot; data-mw=&quot;interface&quot;&gt;
				&lt;col class=&quot;diff-marker&quot; /&gt;
				&lt;col class=&quot;diff-content&quot; /&gt;
				&lt;col class=&quot;diff-marker&quot; /&gt;
				&lt;col class=&quot;diff-content&quot; /&gt;
				&lt;tr style=&quot;vertical-align: top;&quot; lang=&quot;en&quot;&gt;
				&lt;td colspan=&quot;2&quot; style=&quot;background-color: white; color:black; text-align: center;&quot;&gt;← Older revision&lt;/td&gt;
				&lt;td colspan=&quot;2&quot; style=&quot;background-color: white; color:black; text-align: center;&quot;&gt;Revision as of 16:40, 24 February 2023&lt;/td&gt;
				&lt;/tr&gt;&lt;tr&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot; id=&quot;mw-diff-left-l6&quot; &gt;Line 6:&lt;/td&gt;
&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot;&gt;Line 6:&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;: Maybe it was to be about '''cuckoo filters''', which are probabilistic data structure alternative to classic Bloom filter, which are based on space-efficient variants of cuckoo hashing? --[[User:JakubNarebski|JakubNarebski]] ([[User talk:JakubNarebski|talk]]) 14:05, 20 February 2023 (UTC)&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;: Maybe it was to be about '''cuckoo filters''', which are probabilistic data structure alternative to classic Bloom filter, which are based on space-efficient variants of cuckoo hashing? --[[User:JakubNarebski|JakubNarebski]] ([[User talk:JakubNarebski|talk]]) 14:05, 20 February 2023 (UTC)&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;::Hash tables don't have to store the original data at all, technically; they are commonly done as hash table-&amp;gt;KEY:DATA or hash table-&amp;gt;KEY:Pointer to data (or suchlike), but hash table-&amp;gt;present is a valid hashing scheme, which results in a likely verification that you have the right data (but not guarunteed because collisions) but no way of reconstructing the data itself. [[User:Mneme|Mneme]] ([[User talk:Mneme|talk]]) 02:25, 21 February 2023 (UTC)&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;::Hash tables don't have to store the original data at all, technically; they are commonly done as hash table-&amp;gt;KEY:DATA or hash table-&amp;gt;KEY:Pointer to data (or suchlike), but hash table-&amp;gt;present is a valid hashing scheme, which results in a likely verification that you have the right data (but not guarunteed because collisions) but no way of reconstructing the data itself. [[User:Mneme|Mneme]] ([[User talk:Mneme|talk]]) 02:25, 21 February 2023 (UTC)&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td colspan=&quot;2&quot;&gt;&amp;#160;&lt;/td&gt;&lt;td class='diff-marker'&gt;+&lt;/td&gt;&lt;td style=&quot;color:black; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;&lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;:He’s casually referring to the hash conflict situation in common implementations of hash tables: the table of hashes, not the whole structure. You have O(n) lookup speed proportional to the impact of uniqueness lost in the hash lookup. The point is that this is the same way that bloom filters {which also usually need a source of truth to be useful) are used. The two concepts perform the same function but with different degrees of lossiness, different widenesses of matching. [[Special:Contributions/162.158.62.140|162.158.62.140]] 16:40, 24 February 2023 (UTC)&lt;/ins&gt;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;GIF's aren't lossy either, though often other formats can't be converted to GIF without discarding information. [[User:Bemasher|Bemasher]] ([[User talk:Bemasher|talk]]) 18:27, 17 February 2023 (UTC)&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;GIF's aren't lossy either, though often other formats can't be converted to GIF without discarding information. [[User:Bemasher|Bemasher]] ([[User talk:Bemasher|talk]]) 18:27, 17 February 2023 (UTC)&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;/table&gt;</summary>
		<author><name>162.158.62.140</name></author>	</entry>

	<entry>
		<id>https://www.explainxkcd.com/wiki/index.php?title=Talk:2739:_Data_Quality&amp;diff=306615&amp;oldid=prev</id>
		<title>172.70.85.224 at 19:20, 22 February 2023</title>
		<link rel="alternate" type="text/html" href="https://www.explainxkcd.com/wiki/index.php?title=Talk:2739:_Data_Quality&amp;diff=306615&amp;oldid=prev"/>
				<updated>2023-02-22T19:20:48Z</updated>
		
		<summary type="html">&lt;p&gt;&lt;/p&gt;
&lt;table class=&quot;diff diff-contentalign-left&quot; data-mw=&quot;interface&quot;&gt;
				&lt;col class=&quot;diff-marker&quot; /&gt;
				&lt;col class=&quot;diff-content&quot; /&gt;
				&lt;col class=&quot;diff-marker&quot; /&gt;
				&lt;col class=&quot;diff-content&quot; /&gt;
				&lt;tr style=&quot;vertical-align: top;&quot; lang=&quot;en&quot;&gt;
				&lt;td colspan=&quot;2&quot; style=&quot;background-color: white; color:black; text-align: center;&quot;&gt;← Older revision&lt;/td&gt;
				&lt;td colspan=&quot;2&quot; style=&quot;background-color: white; color:black; text-align: center;&quot;&gt;Revision as of 19:20, 22 February 2023&lt;/td&gt;
				&lt;/tr&gt;&lt;tr&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot; id=&quot;mw-diff-left-l38&quot; &gt;Line 38:&lt;/td&gt;
&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot;&gt;Line 38:&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;:''Very'' relevent to the parity ones. (Leads me to believe it's a scale of &amp;quot;amount of provided data to represent original data&amp;quot;. You send less than you really ought to, the more left you go, you send more than you should ''technically'' need to as you go to the right. Checksums add a little bit extra, once you get to them, and ''correcting'' checksums (hamming bits, etc) are significantly extra overhead. The whole 'better data' is basically &amp;quot;send a similar amount of newer information, or even more, on top of the original&amp;quot;.) [[Special:Contributions/162.158.34.71|162.158.34.71]] 12:55, 20 February 2023 (UTC)&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;:''Very'' relevent to the parity ones. (Leads me to believe it's a scale of &amp;quot;amount of provided data to represent original data&amp;quot;. You send less than you really ought to, the more left you go, you send more than you should ''technically'' need to as you go to the right. Checksums add a little bit extra, once you get to them, and ''correcting'' checksums (hamming bits, etc) are significantly extra overhead. The whole 'better data' is basically &amp;quot;send a similar amount of newer information, or even more, on top of the original&amp;quot;.) [[Special:Contributions/162.158.34.71|162.158.34.71]] 12:55, 20 February 2023 (UTC)&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;:: But that's about adding information to the file (which happens to be mitigation against the potential future loss of data) - not directly about the loss of data itself. [[Special:Contributions/172.71.178.65|172.71.178.65]] 11:23, 22 February 2023 (UTC)&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;:: But that's about adding information to the file (which happens to be mitigation against the potential future loss of data) - not directly about the loss of data itself. [[Special:Contributions/172.71.178.65|172.71.178.65]] 11:23, 22 February 2023 (UTC)&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td colspan=&quot;2&quot;&gt;&amp;#160;&lt;/td&gt;&lt;td class='diff-marker'&gt;+&lt;/td&gt;&lt;td style=&quot;color:black; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;&lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;::: Data can be lost (deliberately or otherwise) in the process of transfering data. That's where parity may be useful, and that's when boiling things down into hashes alone probably is not... But you may actually have good reasons/circumstances to do (or not do) either. [[Special:Contributions/172.70.85.224|172.70.85.224]] 19:20, 22 February 2023 (UTC)&lt;/ins&gt;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;Since when is CRC-32 obsolete? [[Special:Contributions/162.158.238.6|162.158.238.6]] 08:24, 22 February 2023 (UTC)&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;Since when is CRC-32 obsolete? [[Special:Contributions/162.158.238.6|162.158.238.6]] 08:24, 22 February 2023 (UTC)&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;/table&gt;</summary>
		<author><name>172.70.85.224</name></author>	</entry>

	<entry>
		<id>https://www.explainxkcd.com/wiki/index.php?title=Talk:2739:_Data_Quality&amp;diff=306610&amp;oldid=prev</id>
		<title>172.71.178.65 at 11:23, 22 February 2023</title>
		<link rel="alternate" type="text/html" href="https://www.explainxkcd.com/wiki/index.php?title=Talk:2739:_Data_Quality&amp;diff=306610&amp;oldid=prev"/>
				<updated>2023-02-22T11:23:41Z</updated>
		
		<summary type="html">&lt;p&gt;&lt;/p&gt;
&lt;table class=&quot;diff diff-contentalign-left&quot; data-mw=&quot;interface&quot;&gt;
				&lt;col class=&quot;diff-marker&quot; /&gt;
				&lt;col class=&quot;diff-content&quot; /&gt;
				&lt;col class=&quot;diff-marker&quot; /&gt;
				&lt;col class=&quot;diff-content&quot; /&gt;
				&lt;tr style=&quot;vertical-align: top;&quot; lang=&quot;en&quot;&gt;
				&lt;td colspan=&quot;2&quot; style=&quot;background-color: white; color:black; text-align: center;&quot;&gt;← Older revision&lt;/td&gt;
				&lt;td colspan=&quot;2&quot; style=&quot;background-color: white; color:black; text-align: center;&quot;&gt;Revision as of 11:23, 22 February 2023&lt;/td&gt;
				&lt;/tr&gt;&lt;tr&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot; id=&quot;mw-diff-left-l37&quot; &gt;Line 37:&lt;/td&gt;
&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot;&gt;Line 37:&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;The opening sentence of the explanation, about data loss in transit, seems a bit irrelevant to the comic, which is only concerned with lossiness in information due to format. [[Special:Contributions/172.70.91.197|172.70.91.197]] 10:40, 20 February 2023 (UTC)&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;The opening sentence of the explanation, about data loss in transit, seems a bit irrelevant to the comic, which is only concerned with lossiness in information due to format. [[Special:Contributions/172.70.91.197|172.70.91.197]] 10:40, 20 February 2023 (UTC)&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;:''Very'' relevent to the parity ones. (Leads me to believe it's a scale of &amp;quot;amount of provided data to represent original data&amp;quot;. You send less than you really ought to, the more left you go, you send more than you should ''technically'' need to as you go to the right. Checksums add a little bit extra, once you get to them, and ''correcting'' checksums (hamming bits, etc) are significantly extra overhead. The whole 'better data' is basically &amp;quot;send a similar amount of newer information, or even more, on top of the original&amp;quot;.) [[Special:Contributions/162.158.34.71|162.158.34.71]] 12:55, 20 February 2023 (UTC)&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;:''Very'' relevent to the parity ones. (Leads me to believe it's a scale of &amp;quot;amount of provided data to represent original data&amp;quot;. You send less than you really ought to, the more left you go, you send more than you should ''technically'' need to as you go to the right. Checksums add a little bit extra, once you get to them, and ''correcting'' checksums (hamming bits, etc) are significantly extra overhead. The whole 'better data' is basically &amp;quot;send a similar amount of newer information, or even more, on top of the original&amp;quot;.) [[Special:Contributions/162.158.34.71|162.158.34.71]] 12:55, 20 February 2023 (UTC)&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td colspan=&quot;2&quot;&gt;&amp;#160;&lt;/td&gt;&lt;td class='diff-marker'&gt;+&lt;/td&gt;&lt;td style=&quot;color:black; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;&lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;:: But that's about adding information to the file (which happens to be mitigation against the potential future loss of data) - not directly about the loss of data itself. [[Special:Contributions/172.71.178.65|172.71.178.65]] 11:23, 22 February 2023 (UTC)&lt;/ins&gt;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;Since when is CRC-32 obsolete? [[Special:Contributions/162.158.238.6|162.158.238.6]] 08:24, 22 February 2023 (UTC)&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;Since when is CRC-32 obsolete? [[Special:Contributions/162.158.238.6|162.158.238.6]] 08:24, 22 February 2023 (UTC)&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;/table&gt;</summary>
		<author><name>172.71.178.65</name></author>	</entry>

	<entry>
		<id>https://www.explainxkcd.com/wiki/index.php?title=Talk:2739:_Data_Quality&amp;diff=306608&amp;oldid=prev</id>
		<title>162.158.238.6 at 08:24, 22 February 2023</title>
		<link rel="alternate" type="text/html" href="https://www.explainxkcd.com/wiki/index.php?title=Talk:2739:_Data_Quality&amp;diff=306608&amp;oldid=prev"/>
				<updated>2023-02-22T08:24:07Z</updated>
		
		<summary type="html">&lt;p&gt;&lt;/p&gt;
&lt;table class=&quot;diff diff-contentalign-left&quot; data-mw=&quot;interface&quot;&gt;
				&lt;col class=&quot;diff-marker&quot; /&gt;
				&lt;col class=&quot;diff-content&quot; /&gt;
				&lt;col class=&quot;diff-marker&quot; /&gt;
				&lt;col class=&quot;diff-content&quot; /&gt;
				&lt;tr style=&quot;vertical-align: top;&quot; lang=&quot;en&quot;&gt;
				&lt;td colspan=&quot;2&quot; style=&quot;background-color: white; color:black; text-align: center;&quot;&gt;← Older revision&lt;/td&gt;
				&lt;td colspan=&quot;2&quot; style=&quot;background-color: white; color:black; text-align: center;&quot;&gt;Revision as of 08:24, 22 February 2023&lt;/td&gt;
				&lt;/tr&gt;&lt;tr&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot; id=&quot;mw-diff-left-l37&quot; &gt;Line 37:&lt;/td&gt;
&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot;&gt;Line 37:&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;The opening sentence of the explanation, about data loss in transit, seems a bit irrelevant to the comic, which is only concerned with lossiness in information due to format. [[Special:Contributions/172.70.91.197|172.70.91.197]] 10:40, 20 February 2023 (UTC)&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;The opening sentence of the explanation, about data loss in transit, seems a bit irrelevant to the comic, which is only concerned with lossiness in information due to format. [[Special:Contributions/172.70.91.197|172.70.91.197]] 10:40, 20 February 2023 (UTC)&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;:''Very'' relevent to the parity ones. (Leads me to believe it's a scale of &amp;quot;amount of provided data to represent original data&amp;quot;. You send less than you really ought to, the more left you go, you send more than you should ''technically'' need to as you go to the right. Checksums add a little bit extra, once you get to them, and ''correcting'' checksums (hamming bits, etc) are significantly extra overhead. The whole 'better data' is basically &amp;quot;send a similar amount of newer information, or even more, on top of the original&amp;quot;.) [[Special:Contributions/162.158.34.71|162.158.34.71]] 12:55, 20 February 2023 (UTC)&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;:''Very'' relevent to the parity ones. (Leads me to believe it's a scale of &amp;quot;amount of provided data to represent original data&amp;quot;. You send less than you really ought to, the more left you go, you send more than you should ''technically'' need to as you go to the right. Checksums add a little bit extra, once you get to them, and ''correcting'' checksums (hamming bits, etc) are significantly extra overhead. The whole 'better data' is basically &amp;quot;send a similar amount of newer information, or even more, on top of the original&amp;quot;.) [[Special:Contributions/162.158.34.71|162.158.34.71]] 12:55, 20 February 2023 (UTC)&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td colspan=&quot;2&quot;&gt;&amp;#160;&lt;/td&gt;&lt;td class='diff-marker'&gt;+&lt;/td&gt;&lt;td style=&quot;color:black; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;&lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;&lt;/ins&gt;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td colspan=&quot;2&quot;&gt;&amp;#160;&lt;/td&gt;&lt;td class='diff-marker'&gt;+&lt;/td&gt;&lt;td style=&quot;color:black; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;&lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;Since when is CRC-32 obsolete? [[Special:Contributions/162.158.238.6|162.158.238.6]] 08:24, 22 February 2023 (UTC)&lt;/ins&gt;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;/table&gt;</summary>
		<author><name>162.158.238.6</name></author>	</entry>

	</feed>