commit fa8a89e0799a4da57c57d0a8d20c009a591e5420 Author: timkicker Date: Thu May 18 12:37:13 2023 +0000 deploy: 6fe600b53791c8c4d8810e4e47bd3639786ad181 diff --git a/.nojekyll b/.nojekyll new file mode 100644 index 0000000..e69de29 diff --git a/2023/05/18/whatsapp-analyze/heatmapA.png b/2023/05/18/whatsapp-analyze/heatmapA.png new file mode 100644 index 0000000..108f121 Binary files /dev/null and b/2023/05/18/whatsapp-analyze/heatmapA.png differ diff --git a/2023/05/18/whatsapp-analyze/heatmapB.png b/2023/05/18/whatsapp-analyze/heatmapB.png new file mode 100644 index 0000000..8e883df Binary files /dev/null and b/2023/05/18/whatsapp-analyze/heatmapB.png differ diff --git a/2023/05/18/whatsapp-analyze/hourchartA.png b/2023/05/18/whatsapp-analyze/hourchartA.png new file mode 100644 index 0000000..373cd55 Binary files /dev/null and b/2023/05/18/whatsapp-analyze/hourchartA.png differ diff --git a/2023/05/18/whatsapp-analyze/hourchartB.png b/2023/05/18/whatsapp-analyze/hourchartB.png new file mode 100644 index 0000000..42bc08c Binary files /dev/null and b/2023/05/18/whatsapp-analyze/hourchartB.png differ diff --git a/2023/05/18/whatsapp-analyze/index.html b/2023/05/18/whatsapp-analyze/index.html new file mode 100644 index 0000000..8677738 --- /dev/null +++ b/2023/05/18/whatsapp-analyze/index.html @@ -0,0 +1,268 @@ + + + + + + + + + + + + + Data about data + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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Data about data

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I am a huge fan of gathering, analyzing and evaluating data. Creating statistics and colorful graphs just has something to it. But the interesting part is not necessarily the data itself, it’s the data about the data. How often does something occur, at which time and by whom are very important characteristics when it comes to creating patterns.

+

For example, let’s look at the two weekday-graphs of two different WhatsApp-chats of mine.

+

Hours Chat A

+

hourchartA

+

Hours Chat B

+

hourchartB

+

It is not that hard to figure out the difference between those two graphs. The amount of daily messages in A are pretty stable except Friday and Monday, which are two extremes. Maybe this could be about a friend group planning what they’re going to do on the weekend? The general quantity of messages are also lower as in figure B. The second chat also has a huge gap between Sunday and Saturday. Could this be a groupchat related to work? Or is it someone close who happens to live in the same house?

+

You can see that it is possible to gather connections and create assumptions about certain topics without even looking at the data itself. Now let’s take a deeper look.

+

Days Chat A

+

heatmapA

+

How interesting. We can see that the group is most active between the end of January till May and spikes again in October. If you happen to live in Austria, you probably now what that means. See most Austrian summer breaks for students last from June till the beginning of September while Christmas lasts from December till January. There is also one small break during November. You can clearly see that this could be a chat between friends who happen to be students but don’t have the same classes together. Those friends probably spend a lot of their free time together, which explains the lack of data during the breaks.

+

Days Chat B

+

heatmapB

+

We can see that the amount of messages remains pretty stable. This could prove our theory of two people in the same household as true. The gap in August could be a planned vacation maybe?

+

It would be pretty frighting if I told you all our assumptions were correct. Right? You may now probably recognize that metadata is a lot more valuable than you originally thought. But what conclusions can we draw from this new gained awareness?

+

Most people rely on the encryption of their messaging apps. If no one can read my data then I am safe right? No. As we can see, an attacker does not need access your communication in order to gather valuable information.

+

Just keep that in mind.

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— May 18, 2023

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+ + + + + + diff --git a/atom.xml b/atom.xml new file mode 100644 index 0000000..463be59 --- /dev/null +++ b/atom.xml @@ -0,0 +1,31 @@ + + + https://tim.kicker.dev + Hexo + + 2023-05-18T14:26:18.000Z + + https://tim.kicker.dev/2023/05/18/whatsapp-analyze/ + Data about data + + <p>I am a huge fan of gathering, analyzing and evaluating data. Creating statistics and colorful graphs just has something to it. But the interesting part is not necessarily the data itself, it’s the data about the data. How often does something occur, at which time and by whom are very important characteristics when it comes to creating patterns.</p> +<p>For example, let’s look at the two weekday-graphs of two different WhatsApp-chats of mine.</p> +<p><strong>Hours Chat A</strong></p> +<p><img src="/.%5Cwhatsapp-analyzer%5ChourchartA.png" alt="hourchartA"></p> +<p><strong>Hours Chat B</strong></p> +<p><img src="/.%5Cwhatsapp-analyzer%5ChourchartB.png" alt="hourchartB"></p> +<p>It is not that hard to figure out the difference between those two graphs. The amount of daily messages in A are pretty stable except Friday and Monday, which are two extremes. Maybe this could be about a friend group planning what they’re going to do on the weekend? The general quantity of messages are also lower as in figure B. The second chat also has a huge gap between Sunday and Saturday. Could this be a groupchat related to work? Or is it someone close who happens to live in the same house?</p> +<p>You can see that it is possible to gather connections and create assumptions about certain topics without even looking at the data itself. Now let’s take a deeper look.</p> +<p><strong>Days Chat A</strong></p> +<p><img src="/.%5Cwhatsapp-analyzer%5CheatmapA.png" alt="heatmapA"></p> +<p>How interesting. We can see that the group is most active between the end of January till May and spikes again in October. If you happen to live in Austria, you probably now what that means. See most Austrian summer breaks for students last from June till the beginning of September while Christmas lasts from December till January. There is also one small break during November. You can clearly see that this could be a chat between friends who happen to be students but don’t have the same classes together. Those friends probably spend a lot of their free time together, which explains the lack of data during the breaks.</p> +<p><strong>Days Chat B</strong></p> +<p><img src="/.%5Cwhatsapp-analyzer%5CheatmapB.png" alt="heatmapB"></p> +<p>We can see that the amount of messages remains pretty stable. This could prove our theory of two people in the same household as true. The gap in August could be a planned vacation maybe?</p> +<p>It would be pretty frighting if I told you all our assumptions were correct. Right? You may now probably recognize that metadata is a lot more valuable than you originally thought. But what conclusions can we draw from this new gained awareness? </p> +<p>Most people rely on the encryption of their messaging apps. If no one can read my data then I am safe right? No. As we can see, an attacker does not need access your communication in order to gather valuable information.</p> +<p>Just keep that in mind. </p> + + 2023-05-18T14:26:18.000Z + + diff --git a/css/custom.css b/css/custom.css new file mode 100644 index 0000000..ee5ae2c --- /dev/null +++ b/css/custom.css @@ -0,0 +1,319 @@ +/* dm-serif-display-regular - latin */ +@font-face { + font-family: 'DM Serif Display'; + font-style: normal; + font-weight: 400; + src: url('../fonts/dm-serif-display-v4-latin-regular.eot'); /* IE9 Compat Modes */ + src: local('DM Serif Display Regular'), local('DMSerifDisplay-Regular'), + url('../fonts/dm-serif-display-v4-latin-regular.eot?#iefix') format('embedded-opentype'), /* IE6-IE8 */ + url('../fonts/dm-serif-display-v4-latin-regular.woff2') format('woff2'), /* Super Modern Browsers */ + url('../fonts/dm-serif-display-v4-latin-regular.woff') format('woff'), /* Modern Browsers */ + url('../fonts/dm-serif-display-v4-latin-regular.ttf') format('truetype'), /* Safari, Android, iOS */ + url('../fonts/dm-serif-display-v4-latin-regular.svg#DMSerifDisplay') format('svg'); 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Correct the outline style in Safari. + */ + +[type="search"] { + -webkit-appearance: textfield; /* 1 */ + outline-offset: -2px; /* 2 */ +} + +/** + * Remove the inner padding in Chrome and Safari on macOS. + */ + +[type="search"]::-webkit-search-decoration { + -webkit-appearance: none; +} + +/** + * 1. Correct the inability to style clickable types in iOS and Safari. + * 2. Change font properties to `inherit` in Safari. + */ + +::-webkit-file-upload-button { + -webkit-appearance: button; /* 1 */ + font: inherit; /* 2 */ +} + +/* Interactive + ========================================================================== */ + +/* + * Add the correct display in Edge, IE 10+, and Firefox. + */ + +details { + display: block; +} + +/* + * Add the correct display in all browsers. + */ + +summary { + display: list-item; +} + +/* Misc + ========================================================================== */ + +/** + * Add the correct display in IE 10+. + */ + +template { + display: none; +} + +/** + * Add the correct display in IE 10. + */ + +[hidden] { + display: none; +} diff --git a/css/prism-dark.css b/css/prism-dark.css new file mode 100644 index 0000000..74c6546 --- /dev/null +++ b/css/prism-dark.css @@ -0,0 +1,289 @@ +/* https://github.com/PrismJS/prism-themes/blob/master/themes/prism-vsc-dark-plus.css */ +pre[class*="language-"], +code[class*="language-"] { + color: #d4d4d4; 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+ -moz-user-select: none; + -ms-user-select: none; + user-select: none; +} + +.line-numbers-rows > span { + display: block; + counter-increment: linenumber; +} + +.line-numbers-rows > span:before { + content: counter(linenumber); + color: #999; + display: block; + padding-right: 0.8em; + text-align: right; +} diff --git a/css/skeleton.css b/css/skeleton.css new file mode 100644 index 0000000..62351ce --- /dev/null +++ b/css/skeleton.css @@ -0,0 +1,617 @@ +/* +* Skeleton V2.0.4 +* Copyright 2014, Dave Gamache +* www.getskeleton.com +* Free to use under the MIT license. +* http://www.opensource.org/licenses/mit-license.php +* 12/29/2014 +*/ +/* Table of contents +–––––––––––––––––––––––––––––––––––––––––––––––––– +- Grid +- Base Styles +- Typography +- Links +- Buttons +- Forms +- Lists +- Code +- Tables +- Spacing +- Utilities +- Clearing +- Media Queries +*/ +/* Grid +–––––––––––––––––––––––––––––––––––––––––––––––––– */ +.container { + position: relative; + width: 100%; + max-width: 640px; + margin: 0 auto; + padding: 0 20px; + box-sizing: border-box; +} + +.column, +.columns { + width: 100%; + float: left; + box-sizing: border-box; +} + +/* For devices larger than 550px */ +@media (min-width: 550px) { + .column, + .columns { + margin-left: 4%; + } + + .column:first-child, + .columns:first-child { + margin-left: 0; + } + + .one.column, + .one.columns { + width: 4.66666666667%; + } + + .two.columns { + width: 13.3333333333%; + } + + .three.columns { + width: 22%; + } + + .four.columns { + width: 30.6666666667%; + } + + .five.columns { + width: 39.3333333333%; + } + + .six.columns { + width: 48%; + } + + .seven.columns { + width: 56.6666666667%; + } + + .eight.columns { + width: 65.3333333333%; + } + + .nine.columns { + width: 74.0%; + } + + .ten.columns { + width: 82.6666666667%; + } + + .eleven.columns { + width: 91.3333333333%; + } + + .twelve.columns { + width: 100%; + margin-left: 0; + } + + .one-third.column { + width: 30.6666666667%; + } + + .two-thirds.column { + width: 65.3333333333%; + } + + .one-half.column { + width: 48%; + } + + /* Offsets */ + .offset-by-one.column, + .offset-by-one.columns { + margin-left: 8.66666666667%; + } + + .offset-by-two.column, + .offset-by-two.columns { + margin-left: 17.3333333333%; + } + + .offset-by-three.column, + .offset-by-three.columns { + margin-left: 26%; + } + + .offset-by-four.column, + .offset-by-four.columns { + margin-left: 34.6666666667%; + } + + .offset-by-five.column, + .offset-by-five.columns { + margin-left: 43.3333333333%; + } + + .offset-by-six.column, + .offset-by-six.columns { + margin-left: 52%; + } + + .offset-by-seven.column, + .offset-by-seven.columns { + margin-left: 60.6666666667%; + } + + .offset-by-eight.column, + .offset-by-eight.columns { + margin-left: 69.3333333333%; + } + + .offset-by-nine.column, + .offset-by-nine.columns { + margin-left: 78.0%; + } + + .offset-by-ten.column, + .offset-by-ten.columns { + margin-left: 86.6666666667%; + } + + .offset-by-eleven.column, + .offset-by-eleven.columns { + margin-left: 95.3333333333%; + } + + .offset-by-one-third.column, + .offset-by-one-third.columns { + margin-left: 34.6666666667%; + } + + .offset-by-two-thirds.column, + .offset-by-two-thirds.columns { + margin-left: 69.3333333333%; + } + + .offset-by-one-half.column, + .offset-by-one-half.columns { + margin-left: 52%; + } +} + +/* Base Styles +–––––––––––––––––––––––––––––––––––––––––––––––––– */ +/* NOTE +html is set to 62.5% so that all the REM measurements throughout Skeleton +are based on 10px sizing. So basically 1.5rem = 15px :) */ +html { + font-size: 62.5%; +} + +body { + font-size: 1.6em; + /* currently ems cause chrome bug misinterpreting rems on body element */ + line-height: 1.6; + font-weight: 400; + font-family: "Inter", "HelveticaNeue", "Helvetica Neue", Helvetica, Arial, sans-serif; + color: #222; +} + +/* Typography +–––––––––––––––––––––––––––––––––––––––––––––––––– */ +h1, h2, h3, h4, h5, h6 { + margin-top: 0; + margin-bottom: 1.5rem; + font-family: 'DM Serif Display', serif; + font-weight: 400; +} + +h1 { + font-size: 3.4rem; + line-height: 1.2; +} + +h2 { + font-size: 2.6rem; + line-height: 1.25; +} + +h3 { + font-size: 2.0rem; + line-height: 1.3; +} + +h4 { + font-size: 1.6rem; + line-height: 1.35; +} + +h5 { + font-size: 1.4rem; + line-height: 1.5; +} + +h6 { + font-size: 1.2rem; + line-height: 1.6; + letter-spacing: 0; +} + +/* Larger than phablet */ +/* @media (min-width: 550px) { + h1 { + font-size: 5.0rem; + } + + h2 { + font-size: 4.2rem; + } + + h3 { + font-size: 3.6rem; + } + + h4 { + font-size: 3.0rem; + } + + h5 { + font-size: 2.4rem; + } + + h6 { + font-size: 1.8rem; + } +} */ + +p { + margin-top: 0; +} + +/* Links +–––––––––––––––––––––––––––––––––––––––––––––––––– */ +a:not(.icon) { + color: inherit; + background-size: 100% 200%; + transition: + background-position .2s ease-in-out +} + +a:hover:not(.icon), +a:focus:not(.icon) { + background-position: 0 100%; + color: #fff; +} + +/* a:hover { + background-color: #0FA0CE; + transition: to top 200ms ease-out; + +} + +.link { + text-decoration: none; + color: inherit; + position: relative; +} + +.link:hover { + color: inherit; +} + +.link:after { + content: ""; + position: absolute; + z-index: -1; + top: 80%; + left: -0.1em; + right: -0.1em; + bottom: 0; + transition: top 200ms cubic-bezier(0, .8, .13, 1); + background-color: #0FA0CE; +} + +.link:hover:after { + top: 0%; +} */ + +/* Buttons +–––––––––––––––––––––––––––––––––––––––––––––––––– */ +.button, +button, +input[type="submit"], +input[type="reset"], +input[type="button"] { + display: inline-block; + height: 38px; + padding: 0 30px; + color: #555; + text-align: center; + font-size: 11px; + font-weight: 600; + line-height: 38px; + letter-spacing: .1rem; + text-transform: uppercase; + text-decoration: none; + white-space: nowrap; + background-color: transparent; + border-radius: 4px; + border: 1px solid #bbb; + cursor: pointer; + box-sizing: border-box; +} + +.button:hover, +button:hover, +input[type="submit"]:hover, +input[type="reset"]:hover, +input[type="button"]:hover, +.button:focus, +button:focus, +input[type="submit"]:focus, +input[type="reset"]:focus, +input[type="button"]:focus { + color: #333; + border-color: #888; + outline: 0; +} + +.button.button-primary, +button.button-primary, +input[type="submit"].button-primary, +input[type="reset"].button-primary, +input[type="button"].button-primary { + color: #FFF; + background-color: #333; + border-color: #333; +} + +.button.button-primary:hover, +button.button-primary:hover, +input[type="submit"].button-primary:hover, +input[type="reset"].button-primary:hover, +input[type="button"].button-primary:hover, +.button.button-primary:focus, +button.button-primary:focus, +input[type="submit"].button-primary:focus, +input[type="reset"].button-primary:focus, +input[type="button"].button-primary:focus { + color: #FFF; +} + +/* Forms +–––––––––––––––––––––––––––––––––––––––––––––––––– */ +input[type="email"], +input[type="number"], +input[type="search"], +input[type="text"], +input[type="tel"], +input[type="url"], +input[type="password"], +textarea, +select { + height: 38px; + padding: 6px 10px; + /* The 6px vertically centers text on FF, ignored by Webkit */ + background-color: #fff; + border: 1px solid #D1D1D1; + border-radius: 4px; + box-shadow: none; + box-sizing: border-box; +} + +/* Removes awkward default styles on some inputs for iOS */ +input[type="email"], +input[type="number"], +input[type="search"], +input[type="text"], +input[type="tel"], +input[type="url"], +input[type="password"], +textarea { + -webkit-appearance: none; + -moz-appearance: none; + appearance: none; +} + +textarea { + min-height: 65px; + padding-top: 6px; + padding-bottom: 6px; +} + +input[type="email"]:focus, +input[type="number"]:focus, +input[type="search"]:focus, +input[type="text"]:focus, +input[type="tel"]:focus, +input[type="url"]:focus, +input[type="password"]:focus, +textarea:focus, +select:focus { + outline: 0; +} + +label, +legend { + display: block; + margin-bottom: .5rem; + font-weight: 600; +} + +fieldset { + padding: 0; + border-width: 0; +} + +input[type="checkbox"], +input[type="radio"] { + display: inline; +} + +label>.label-body { + display: inline-block; + margin-left: .5rem; + font-weight: normal; +} + +/* Lists +–––––––––––––––––––––––––––––––––––––––––––––––––– */ +ul { + list-style: circle outside; + margin-left: 2rem; +} + +ol { + list-style: decimal outside; + margin-left: 2rem; +} + +ol, ul { + padding-left: 0; + margin-top: 0; +} + +ul ul, +ul ol, +ol ol, +ol ul { + margin: 1.5rem 0 1.5rem 3rem; + font-size: 90%; +} + +li { + margin-bottom: 1rem; +} + +/* Code +–––––––––––––––––––––––––––––––––––––––––––––––––– */ +/* code { + padding: .2rem .5rem; + margin: 0 .2rem; + font-size: 90%; + white-space: nowrap; + background: #F1F1F1; + border: 1px solid #E1E1E1; + border-radius: 4px; +} + +pre>code { + display: block; + padding: 1rem 1.5rem; + white-space: pre; +} */ +/* Tables +–––––––––––––––––––––––––––––––––––––––––––––––––– */ +th, +td { + padding: 12px 15px; + text-align: left; + border-bottom: 1px solid #E1E1E1; +} + +th:first-child, +td:first-child { + padding-left: 0; +} + +th:last-child, +td:last-child { + padding-right: 0; +} + +/* Spacing +–––––––––––––––––––––––––––––––––––––––––––––––––– */ +button, +.button { + margin-bottom: 1rem; +} + +input, +textarea, +select, +fieldset { + margin-bottom: 1.5rem; +} + +/* pre, +blockquote, +dl, +figure, +table, +p, +ul, +ol, +form { + margin-bottom: 2.5rem; +} */ + +/* Utilities +–––––––––––––––––––––––––––––––––––––––––––––––––– */ +.u-full-width { + width: 100%; + box-sizing: border-box; +} + +.u-max-full-width { + max-width: 100%; + box-sizing: border-box; +} + +.u-pull-right { + float: right; +} + +.u-pull-left { + float: left; +} + +/* Misc +–––––––––––––––––––––––––––––––––––––––––––––––––– */ +hr { + margin-top: 3rem; + margin-bottom: 3.5rem; + border-width: 0; + border-top: 1px solid #E1E1E1; +} + +/* Clearing +–––––––––––––––––––––––––––––––––––––––––––––––––– */ +/* Self Clearing Goodness */ +.container:after, +.row:after, +.u-cf { + content: ""; + display: table; + clear: both; +} + +/* Media Queries +–––––––––––––––––––––––––––––––––––––––––––––––––– */ +/* +Note: The best way to structure the use of media queries is to create the queries +near the relevant code. For example, if you wanted to change the styles for buttons +on small devices, paste the mobile query code up in the buttons section and style it +there. +*/ +/* Larger than mobile */ +@media (min-width: 400px) {} + +/* Larger than phablet (also point when grid becomes active) */ +@media (min-width: 550px) {} + +/* Larger than tablet */ +@media (min-width: 750px) {} + +/* Larger than desktop */ +@media (min-width: 1000px) {} + +/* Larger than Desktop HD */ +@media (min-width: 1200px) {} diff --git a/feed.json b/feed.json new file mode 100644 index 0000000..fb72770 --- /dev/null +++ b/feed.json @@ -0,0 +1,16 @@ +{ + "version": "https://jsonfeed.org/version/1", + "title": "Hexo", + "description": "", + "home_page_url": "https://tim.kicker.dev", + "items": [ + { + "id": "https://tim.kicker.dev/2023/05/18/whatsapp-analyze/", + "url": "https://tim.kicker.dev/2023/05/18/whatsapp-analyze/", + "title": "Data about data", + "date_published": "2023-05-18T14:26:18.000Z", + "content_html": "

I am a huge fan of gathering, analyzing and evaluating data. Creating statistics and colorful graphs just has something to it. But the interesting part is not necessarily the data itself, it’s the data about the data. How often does something occur, at which time and by whom are very important characteristics when it comes to creating patterns.

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For example, let’s look at the two weekday-graphs of two different WhatsApp-chats of mine.

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Hours Chat A

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\"hourchartA\"

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Hours Chat B

\n

\"hourchartB\"

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It is not that hard to figure out the difference between those two graphs. The amount of daily messages in A are pretty stable except Friday and Monday, which are two extremes. Maybe this could be about a friend group planning what they’re going to do on the weekend? The general quantity of messages are also lower as in figure B. The second chat also has a huge gap between Sunday and Saturday. Could this be a groupchat related to work? Or is it someone close who happens to live in the same house?

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You can see that it is possible to gather connections and create assumptions about certain topics without even looking at the data itself. Now let’s take a deeper look.

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Days Chat A

\n

\"heatmapA\"

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How interesting. We can see that the group is most active between the end of January till May and spikes again in October. If you happen to live in Austria, you probably now what that means. See most Austrian summer breaks for students last from June till the beginning of September while Christmas lasts from December till January. There is also one small break during November. You can clearly see that this could be a chat between friends who happen to be students but don’t have the same classes together. Those friends probably spend a lot of their free time together, which explains the lack of data during the breaks.

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Days Chat B

\n

\"heatmapB\"

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We can see that the amount of messages remains pretty stable. This could prove our theory of two people in the same household as true. The gap in August could be a planned vacation maybe?

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It would be pretty frighting if I told you all our assumptions were correct. Right? You may now probably recognize that metadata is a lot more valuable than you originally thought. But what conclusions can we draw from this new gained awareness?

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Most people rely on the encryption of their messaging apps. If no one can read my data then I am safe right? No. As we can see, an attacker does not need access your communication in order to gather valuable information.

\n

Just keep that in mind.

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+ Home + + + Blog + + + + About + + + + + Email + + +
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I am Tim J. Kicker

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A student and developer from Austria 🇦🇹

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The purpose of this website is to give you a small overview about my projects, interests and opinions.

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Recent Posts

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May 18, 2023

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All Posts

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