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every note can be saved in several contexts or lists. these notes are in the "help" context - click the context name in the left sidebar and then scroll down to delete the context with all the notes.

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to get started, import your tweets, evernote and gmail / iphone notes using the import function in the left sidebar.

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try to click on several words in the graph: you will see only the notes that contain those words.

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try to add a new note. if you use #hashtags, only those #hashtags will be added into the #graph, not the other words you use. #great-feature #web #infranodus #amazing #nice

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this is a note. click it once to see it in the graph. double-click it to edit or to delete.

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using infranodus you can discover how your different notes and ideas connect using a graph.

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... or like @twitter is kind of like @instagram and we have a profile on both: @noduslabs the most popular tags for which are #networks #graph #datavizz

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... or like @facebook owns @instagram and @whatsapp...

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you can simply go with associative flow and map out relations on the go, like "the most popular tags on @instagram is #selfie and #nofilter"

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if you have any relational data - simply enter or import it into our database, and infranodus will show you a lot of new interesting insights. for example: #infranodus is made by @noduslabs

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you can use normal text or #hashtags. you can even import stuff from @twitter and @evernote.

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infranodus is a tool that helps you see how it all connects.

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#infranodus is different from #rhizi because it can do text network analysis. however, rhizi allows real time data visualization. both projects are opensource.

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#infranodus is different from #cograph because it can also do text network analysis and can process natural language statements to build graphs from them. it also has import functionality. also cograph is not opensource yet.

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#mohiomap visualizes connections between evernote notebooks, while #infranodus can visualize the actual relations between the notes, revealing the recurrent topics and the most relevant words.

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#metamaps is more of a mindmapping tool but it can also be used for sharing graphs like #cograph

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both #metamaps and #rhizi offer real-time collaboration on graphs

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#quid offers data visualization for interconnected data like #cograph does

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#quid is a specialized network visualization app while #infranodus has a more general application range

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#discovr shows connections between similar artists, like #wikiweb does for wikipedia

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#mohiomap visualizes #evernote notepads

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#infranodus visualizes connections between #evernote notes

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#infranodus runs on #sigmajs and #neo4j

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#linkurious visualizes #neo4j databases and uses their own version of #sigmajs

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#infranodus has #twitter import

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#quid can visualize #twitter data

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#wikiweb can show connections between wikipedia articles, like #rhizi but is not editable

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#cograph is a tool for sharing information in the graph http://cograph.co

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#rhizi is a new type of network graph documents and a collaboration tool http://rhizi.org

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#linkurious is a visualization tool for neo4j databases http://linkurio.us

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#sigmajs is a graph visualization library perfect for sharing graphs http://sigmajs.org

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#discovr can show connections between artists like #infranodus https://itunes.apple.com/us/app/discovr-discover-new-music/id412768094?mt=8

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#wikiweb app can be used to discover connections between wikipedia articles (not editable), a similar feature but for google search results is available in #infranodus and it's editable http://www.wikiwebapp.com/

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#metamaps is a beautifully designed collaborative mindmapping tool http://metamaps.cc

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#infranodus is a tool to retain and share knowledge as a network http://infranodus.com

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#synapp is an organizational network analysis tool, which helps organizations to map out their social networks and for the members of these organizations to estimate their position in the network http://www.seeyournetwork.com/

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#infranodus can be used for organizational network analysis but #synapp is made especially for that

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both #synapp and #rhizi can be used for organizational network analysis, but #synapp is more specialized

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#dna7 is provides organizational and leadership diagnostic solutions using network analysis http://dna-7.com/

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#dna7 and #synapp offer similar service

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#socilyzer offers social and organizational network analysis https://socilyzer.com/

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#socilyzer offers similar service to #synapp and #dna7

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#polinode offers organizational network analysis SaaS https://www.polinode.com/

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#polinode is a bit like #synapp

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#polinode runs on #sigmajs

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#linkfluence is a SaS for studying social network activity of a brand - it can visualize #twitter data

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#quid is a bit like #linkfluence

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#graphcommons is a project that lets people share networked data as graphs

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#rhizi is similar to #graphcommons

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#cograph is similar to #graphcommons

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#infranodus is similar to #graphcommons but it has a text interface

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#quid is a bit like #palantir_technologies but more focused on using networks for insights

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#keylines is similar to #quid

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#keylines works on #neo4j platform

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#moviegalaxies uses #sigmajs to visualize connections between characters in movies

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#textexture is a text network visualization app, its algorithm is used by #infranodus

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#textexture runs on #sigmajs

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Now, there are books like Gilles Deleuze's Thousand Plateaus where he proposes that it should be read in a non-linear fashion. And there are also books like Cloud Atlas where you have several narratives intertwining at once. Finally, there is this footnote that sends you from the beginning of this text to the very end. However, even in those cases, it's hard to get the whole picture because the way we normally read is still linear and too slow to see how it all connects to the big picture. InfraNodus helps you read in a nonlinear way, following Deleuze's rhizome of relations and meanings.

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Just looking at the InfraNodus image you can quickly see what the text is about. If you click on any words in the graph, you will quickly get to the excerpt of the text where those terms co-occur next to each other.

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InfraNodus is a nonlinear reading tool. It visualizes any text as a network to show you the most relevant terms and their relations to one another.

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Usually we read in a chronological way, from left to right, top to bottom. A short text, like this one, is OK, because you remember what it said in the very beginning. However, as the narrative progresses it's harder to grasp the text in its totality because of the short-term memory limitations and the linear nature of traditional reading.

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#gephi is a software for network visualization

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#gephi is like #pajek

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#netvizz facebook app can be used to import data from facebook to #gephi

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#infranodus can be used to create #gephi graphs from text

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#cytoscape is an open source platform for visualizing network data

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#cytoscape has biology awareness, recognizes formats such as SMBL and knows about gene ontology formats and data. The apps developed for Cytoscale are mostly systems biology oriented. #gephi is a more generic network visualizer that is not targeting any specific use case.

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#ucinet is an older package - helps visualize networks like #gephi and #cytoscape and #pajek

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#nodexl network visualization for #excel

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#nodexl can be used in conjunction with #gephi

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#netminer is a premium software tool for analyzing and visualizing networks

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#netminer #gephi #cytoscape #pajek #ucinet

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is sets that are so voluminous and complex that traditional -processing application software are inadequate to deal with them. challenges include capturing , storage, analysis, search, sharing, transfer, visualization, querying, updating, information privacy and source. https://en.wikipedia.org/wiki/ _

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is a term that describes the large volume of – both structured and unstructured – that inundates a business on a day-to-day basis. But it's not the amount of that's important. It's what organizations do with the that matters. https://www.sas.com/en_gb/insights/ - /what-is- - .html

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is an evolving term that describes any voluminous amount of structured, semistructured and unstructured that has the potential to be mined for information. http://searchcloudcomputing.techtarget.com/definition/ - - -

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This definition explains the meaning of analytics and how it can help organizations to increase revenues and improve business operations. http://searchbusinessanalytics.techtarget.com/definition/ - -analytics

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refers to a process that is used when traditional mining and handling techniques cannot uncover the insights and meaning of the underlying . that is unstructured or time sensitive or simply very large cannot be processed by relational base engines. This type of requires a different processing ... https://www.techopedia.com/definition/27745/ -

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What is analytics? analytics is the use of advanced analytic techniques against very large, diverse sets that include different types such as structured/unstructured and streaming/batch, and different sizes from terabytes to zettabytes. https://www.ibm.com/analytics/hadoop/ - -analytics

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3 days ago ... A small number of companies have become extraordinarily rich by harvesting our . But that wealth belongs to the many. https://www.theguardian.com/technology/2018/mar/14/tech- - -capitalism-give-wealth-back-to-people

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is a massive volume of both structured and unstructured that's so large it is difficult to process using traditional techniques. https://www.webopedia.com/TERM/B/ _ .html

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The term “ ” may have been around for some time now, but there is still quite a lot of confusion about what it actually means. In truth, the concept is continually evolving and being reconsidered, as it remains the driving force behind many ongoing waves of digital transformation, including artificial intelligence, ... https://www.bernardmarr.com/default.asp?contentID=766

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https://www.youtube.com/watch?v=eVSfJhssXUA

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from University of California, San Diego. Drive better business decisions with an overview of how is organized, analyzed, and interpreted. Apply your insights to real-world problems and questions. ********* Do you need to ... https://www.coursera.org/specializations/ -

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Political science will change the world, and we must get its governance right . Daniel Zeichner. The chancellor's announcement of a new centre for ethics is welcome. But we must ensure that it has the power to address the ethical issues it identified. Published: . Published: will ... https://www.theguardian.com/technology/ -

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Visit Gartner.com To View Research and Webinars Covering IT Tech Trends and . https://www.gartner.com/it-glossary/ -

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AWS provides a broad range of services to help you build and deploy applications quickly and easily. Learn more about AWS solutions here. https://aws.amazon.com/ - /

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is the growth in the volume of structured and unstructured , the speed at which it is created and collected, and the scope of how many points are covered. https://www.investopedia.com/terms/b/ - .asp

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“You can't manage what you don't measure.” There's much wisdom in that saying, which has been attributed to both W. Edwards Deming and Peter Drucker, and it explains why the recent explosion of digital is so important. Simply put, because of , managers can measure, and hence know, radically more about ... https://hbr.org/2012/10/ - -the-management-revolution

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could revolutionize analytics, bases and enterprise IT. http://www.zdnet.com/topic/ - /

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for Humans is placing the power of science and highly granular customer insights directly into the hands of marketers to drive increased revenue. http://www. forhumans.com/

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1 First God made heaven & earth 2 The earth was without form and void, and darkness was upon the face of the deep; and the Spirit of God was moving over the face of the waters. 3And God said, "Let there be light"; and there was light. 4 And God saw that the light was good; and God separated the light from the darkness. 5 God called the light Day, and the darkness he called Night. And there was evening and there was morning, one day. 6 And God said, "Let there be a firmament in the midst of the

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waters, and let it separate the waters from the waters." 7 And God made the firmament and separated the waters which were under the firmament from the waters which were above the firmament. And it was so. 8 And God called the firmament Heaven. And there was evening and there was morning, a second day.9 And God said, "Let the waters under the heavens be gathered together into one place, and let the dry land appear." And it was so. 10 God called the dry land Earth, and the waters that were

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gathered together he called Seas. And God saw that it was good. 11 And God said, "Let the earth put forth vegetation, plants yielding seed, and fruit trees bearing fruit in which is their seed, each according to its kind, upon the earth." And it was so. 12 The earth brought forth vegetation, plants yielding seed according to their own kinds, and trees bearing fruit in which is their seed, each according to its kind. And God saw that it was good. 13 And there was evening and there was morning, a

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third day. 14 And God said, "Let there be lights in the firmament of the heavens to separate the day from the night; and let them be for signs and for seasons and for days and years, 15 and let them be lights in the firmament of the heavens to give light upon the earth." And it was so. 16 And God made the two great lights, the greater light to rule the day, and the lesser light to rule the night; he made the stars also. 17 And God set them in the firmament of the heavens to give light upon the

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earth, 18 to rule over the day and over the night, and to separate the light from the darkness. And God saw that it was good. 19 And there was evening and there was morning, a fourth day. 20 And God said, "Let the waters bring forth swarms of living creatures, and let birds fly above the earth across the firmament of the heavens." 21 So God created the great sea monsters and every living creature that moves, with which the waters swarm, according to their kinds, and every winged bird according

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to its kind. And God saw that it was good. 22 And God blessed them, saying, "Be fruitful and multiply and fill the waters in the seas, and let birds multiply on the earth." 23And there was evening and there was morning, a fifth day. 24 And God said, "Let the earth bring forth living creatures according to their kinds: cattle and creeping things and beasts of the earth according to their kinds." And it was so. 25 And God made the beasts of the earth according to their kinds and the cattle

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according to their kinds, and everything that creeps upon the ground according to its kind. And God saw that it was good. 26 Then God said, "Let us make man in our image, after our likeness; and let them have dominion over the fish of the sea, and over the birds of the air, and over the cattle, and over all the earth, and over every creeping thing that creeps upon the earth." 27 So God created man in his own image, in the image of God he created him; male and female he created them. 28 And God

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blessed them, and God said to them, "Be fruitful and multiply, and fill the earth and subdue it; and have dominion over the fish of the sea and over the birds of the air and over every living thing that moves upon the earth." 29 And God said, "Behold, I have given you every plant yielding seed which is upon the face of all the earth, and every tree with seed in its fruit; you shall have them for food. 30 And to every beast of the earth, and to every bird of the air, and to everything that

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creeps on the earth, everything that has the breath of life, I have given every green plant for food." And it was so. 31 And God saw everything that he had made, and behold, it was very good. And there was evening and there was morning, a sixth day. 1 Thus the heavens and the earth were finished, and all the host of them. 2 And on the seventh day God finished his work which he had done, and he rested on the seventh day from all his work which he had done. 3 So God blessed the seventh day and

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hallowed it, because on it God rested from all his work which he had done in creation. 4 These are the generations of the heavens and the earth when they were created. In the day that the LORD God made the earth and the heavens, 5 when no plant of the field was yet in the earth and no herb of the field had yet sprung up--for the LORD God had not caused it to rain upon the earth, and there was no man to till the ground; 6 but a mist went up from the earth and watered the whole face of the

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ground-- 7 then the LORD God formed man of dust from the ground, and breathed into his nostrils the breath of life; and man became a living being. 8And the LORD God planted a garden in Eden, in the east; and there he put the man whom he had formed. 9 And out of the ground the LORD God made to grow every tree that is pleasant to the sight and good for food, the tree of life also in the midst of the garden, and the tree of the knowledge of good and evil. 10 A river flowed out of Eden to water the

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garden, and there it divided and became four rivers. 11 The name of the first is Pishon; it is the one which flows around the whole land of Havilah, where there is gold; 12 and the gold of that land is good; bdellium and onyx stone are there. 13 The name of the second river is Gihon; it is the one which flows around the whole land of Cush. 14 And the name of the third river is Tigris, which flows east of Assyria. And the fourth river is the Euphrates. 15 The LORD God took the man and put him in

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the garden of Eden to till it and keep it. 16 And the LORD God commanded the man, saying, "You may freely eat of every tree of the garden; 17 but of the tree of the knowledge of good and evil you shall not eat, for in the day that you eat of it you shall die." 18Then the LORD God said, "It is not good that the man should be alone; I will make him a helper fit for him." 19 So out of the ground the LORD God formed every beast of the field and every bird of the air, and brought them to the man to

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see what he would call them; and whatever the man called every living creature, that was its name. 20 The man gave names to all cattle, and to the birds of the air, and to every beast of the field; but for the man there was not found a helper fit for him. 21 So the LORD God caused a deep sleep to fall upon the man, and while he slept took one of his ribs and closed up its place with flesh; 22 and the rib which the LORD God had taken from the man he made into a woman and brought her to the

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man.23 Then the man said, "This at last is bone of my bones and flesh of my flesh; she shall be called Woman, because she was taken out of Man." 24 Therefore a man leaves his father and his mother and cleaves to his wife, and they become one flesh. 25 And the man and his wife were both naked, and were not ashamed. 1 Now the serpent was more subtle than any other wild creature that the LORD God had made. He said to the woman, "Did God say, 'You shall not eat of any tree of the garden'?" 2And

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the woman said to the serpent, "We may eat of the fruit of the trees of the garden; 3 but God said, 'You shall not eat of the fruit of the tree which is in the midst of the garden, neither shall you touch it, lest you die.'" 4 But the serpent said to the woman, "You will not die. 5 For God knows that when you eat of it your eyes will be opened, and you will be like God, knowing good and evil." 6 So when the woman saw that the tree was good for food, and that it was a delight to the eyes, and

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that the tree was to be desired to make one wise, she took of its fruit and ate; and she also gave some to her husband, and he ate. 7 Then the eyes of both were opened, and they knew that they were naked; and they sewed fig leaves together and made themselves aprons. 8 And they heard the sound of the LORD God walking in the garden in the cool of the day, and the man and his wife hid themselves from the presence of the LORD God among the trees of the garden. 9 But the LORD God called to the man,

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and said to him, "Where are you?" 10 And he said, "I heard the sound of thee in the garden, and I was afraid, because I was naked; and I hid myself." 11 He said, "Who told you that you were naked? Have you eaten of the tree of which I commanded you not to eat?" 12 The man said, "The woman whom thou gavest to be with me, she gave me fruit of the tree, and I ate." 13Then the LORD God said to the woman, "What is this that you have done?" The woman said, "The serpent beguiled me, and I ate." 14 The

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LORD God said to the serpent, "Because you have done this, cursed are you above all cattle, and above all wild animals; upon your belly you shall go, and dust you shall eat all the days of your life. 15 I will put enmity between you and the woman, and between your seed and her seed; he shall bruise your head, and you shall bruise his heel." 16 To the woman he said, "I will greatly multiply your pain in childbearing; in pain you shall bring forth children, yet your desire shall be for your

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husband, and he shall rule over you." 17 And to Adam he said, "Because you have listened to the voice of your wife, and have eaten of the tree of which I commanded you, 'You shall not eat of it,' cursed is the ground because of you; in toil you shall eat of it all the days of your life; 18thorns and thistles it shall bring forth to you; and you shall eat the plants of the field. 19 In the sweat of your face you shall eat bread till you return to the ground, for out of it you were taken; you are

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dust, and to dust you shall return." 20 The man called his wife's name Eve, because she was the mother of all living. 21 And the LORD God made for Adam and for his wife garments of skins, and clothed them. 22 Then the LORD God said, "Behold, the man has become like one of us, knowing good and evil; and now, lest he put forth his hand and take also of the tree of life, and eat, and live for ever" -- 23 therefore the LORD God sent him forth from the garden of Eden, to till the ground from which

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he was taken. 24 He drove out the man; and at the east of the garden of Eden he placed the cherubim, and a flaming sword which turned every way, to guard the way to the tree of life. 1 Now Adam knew Eve his wife, and she conceived and bore Cain, saying, "I have gotten a man with the help of the LORD." 2 And again, she bore his brother Abel. Now Abel was a keeper of sheep, and Cain a tiller of the ground. 3 In the course of time Cain brought to the LORD an offering of the fruit of the ground,

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4 and Abel brought of the firstlings of his flock and of their fat portions. And the LORD had regard for Abel and his offering, 5 but for Cain and his offering he had no regard. So Cain was very angry, and his countenance fell. 6 The LORD said to Cain, "Why are you angry, and why has your countenance fallen? 7 If you do well, will you not be accepted? And if you do not do well, sin is couching at the door; its desire is for you, but you must master it." 8 Cain said to Abel his brother, "Let us

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go out to the field." And when they were in the field, Cain rose up against his brother Abel, and killed him. 9 Then the LORD said to Cain, "Where is Abel your brother?" He said, "I do not know; am I my brother's keeper?" 10 And the LORD said, "What have you done? The voice of your brother's blood is crying to me from the ground. 11 And now you are cursed from the ground, which has opened its mouth to receive your brother's blood from your hand. 12 When you till the ground, it shall no longer

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yield to you its strength; you shall be a fugitive and a wanderer on the earth." 13Cain said to the LORD, "My punishment is greater than I can bear. 14 Behold, thou hast driven me this day away from the ground; and from thy face I shall be hidden; and I shall be a fugitive and a wanderer on the earth, and whoever finds me will slay me." 15 Then the LORD said to him, "Not so! If any one slays Cain, vengeance shall be taken on him sevenfold." And the LORD put a mark on Cain, lest any who came

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upon him should kill him. 16 Then Cain went away from the presence of the LORD, and dwelt in the land of Nod, east of Eden. 17Cain knew his wife, and she conceived and bore Enoch; and he built a city, and called the name of the city after the name of his son, Enoch. 18 To Enoch was born Irad; and Irad was the father of Me-hu'ja-el, and Me-hu'ja-el the father of Me-thu'sha-el, and Me-thu'sha-el the father of Lamech. 19 And Lamech took two wives; the name of the one was Adah, and the name of the

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other Zillah. 20 Adah bore Jabal; he was the father of those who dwell in tents and have cattle. 21 His brother's name was Jubal; he was the father of all those who play the lyre and pipe. 22 Zillah bore Tubal-cain; he was the forger of all instruments of bronze and iron. The sister of Tubal-cain was Na'amah. 23 Lamech said to his wives: "Adah and Zillah, hear my voice; you wives of Lamech, hearken to what I say: I have slain a man for wounding me, a young man for striking me. 24 If Cain is

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avenged sevenfold, truly Lamech seventy-sevenfold." 25 And Adam knew his wife again, and she bore a son and called his name Seth, for she said, "God has appointed for me another child instead of Abel, for Cain slew him." 26 To Seth also a son was born, and he called his name Enosh. At that time men began to call upon the name of the LORD.

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I am happy to join with you today in what will go down in history as the greatest demonstration for freedom in the history of our nation. Five score years ago, a great American, in whose symbolic shadow we stand today, signed the Emancipation Proclamation. This momentous decree came as a great beacon light of hope to millions of Negro slaves who had been seared in the flames of withering injustice. It came as a joyous daybreak to end the long night of their captivity. But one hundred

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years later, the Negro still is not free. One hundred years later, the life of the Negro is still sadly crippled by the manacles of segregation and the chains of discrimination. One hundred years later, the Negro lives on a lonely island of poverty in the midst of a vast ocean of material prosperity. One hundred years later, the Negro is still languished in the corners of American society and finds himself an exile in his own land. And so we've come here today to dramatize a shameful

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condition. In a sense we've come to our nation's capital to cash a check. When the architects of our republic wrote the magnificent words of the Constitution and the Declaration of Independence, they were signing a promissory note to which every American was to fall heir. This note was a promise that all men, yes, black men as well as white men, would be guaranteed the "unalienable Rights" of "Life, Liberty and the pursuit of Happiness." It is obvious today that America has defaulted on this

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promissory note, insofar as her citizens of color are concerned. Instead of honoring this sacred obligation, America has given the Negro people a bad check, a check which has come back marked "insufficient funds." But we refuse to believe that the bank of justice is bankrupt. We refuse to believe that there are insufficient funds in the great vaults of opportunity of this nation. And so, we've come to cash this check, a check that will give us upon demand the riches of freedom and the

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security of justice. We have also come to this hallowed spot to remind America of the fierce urgency of Now. This is no time to engage in the luxury of cooling off or to take the tranquilizing drug of gradualism. Now is the time to make real the promises of democracy. Now is the time to rise from the dark and desolate valley of segregation to the sunlit path of racial justice. Now is the time to lift our nation from the quicksands of racial injustice to the solid rock of brotherhood. Now is

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the time to make justice a reality for all of God's children. It would be fatal for the nation to overlook the urgency of the moment. This sweltering summer of the Negro's legitimate discontent will not pass until there is an invigorating autumn of freedom and equality. Nineteen sixty-three is not an end, but a beginning. And those who hope that the Negro needed to blow off steam and will now be content will have a rude awakening if the nation returns to business as usual. And there will be

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neither rest nor tranquility in America until the Negro is granted his citizenship rights. The whirlwinds of revolt will continue to shake the foundations of our nation until the bright day of justice emerges. But there is something that I must say to my people, who stand on the warm threshold which leads into the palace of justice: In the process of gaining our rightful place, we must not be guilty of wrongful deeds. Let us not seek to satisfy our thirst for freedom by drinking from the cup

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of bitterness and hatred. We must forever conduct our struggle on the high plane of dignity and discipline. We must not allow our creative protest to degenerate into physical violence. Again and again, we must rise to the majestic heights of meeting physical force with soul force. The marvelous new militancy which has engulfed the Negro community must not lead us to a distrust of all white people, for many of our white brothers, as evidenced by their presence here today, have come to realize

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that their destiny is tied up with our destiny. And they have come to realize that their freedom is inextricably bound to our freedom. We cannot walk alone. And as we walk, we must make the pledge that we shall always march ahead. We cannot turn back. There are those who are asking the devotees of civil rights, "When will you be satisfied?" We can never be satisfied as long as the Negro is the victim of the unspeakable horrors of police brutality. We can never be satisfied as long

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as our bodies, heavy with the fatigue of travel, cannot gain lodging in the motels of the highways and the hotels of the cities. **We cannot be satisfied as long as the negro's basic mobility is from a smaller ghetto to a larger one. We can never be satisfied as long as our children are stripped of their self-hood and robbed of their dignity by signs stating: "For Whites Only."** We cannot be satisfied as long as a Negro in Mississippi cannot vote and a Negro in New York believes he has nothing

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for which to vote. No, no, we are not satisfied, and we will not be satisfied until "justice rolls down like waters, and righteousness like a mighty stream."1 I am not unmindful that some of you have come here out of great trials and tribulations. Some of you have come fresh from narrow jail cells. And some of you have come from areas where your quest -- quest for freedom left you battered by the storms of persecution and staggered by the winds of police brutality. You have been the

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veterans of creative suffering. Continue to work with the faith that unearned suffering is redemptive. Go back to Mississippi, go back to Alabama, go back to South Carolina, go back to Georgia, go back to Louisiana, go back to the slums and ghettos of our northern cities, knowing that somehow this situation can and will be changed. Let us not wallow in the valley of despair, I say to you today, my friends. And so even though we face the difficulties of today and tomorrow, I still have a

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dream. It is a dream deeply rooted in the American dream. I have a dream that one day this nation will rise up and live out the true meaning of its creed: "We hold these truths to be self-evident, that all men are created equal." I have a dream that one day on the red hills of Georgia, the sons of former slaves and the sons of former slave owners will be able to sit down together at the table of brotherhood. I have a dream that one day even the state of Mississippi, a state sweltering

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with the heat of injustice, sweltering with the heat of oppression, will be transformed into an oasis of freedom and justice. I have a dream that my four little children will one day live in a nation where they will not be judged by the color of their skin but by the content of their character. I have a dream today! I have a dream that one day, down in Alabama, with its vicious racists, with its governor having his lips dripping with the words of "interposition" and "nullification" --

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one day right there in Alabama little black boys and black girls will be able to join hands with little white boys and white girls as sisters and brothers. I have a dream today! I have a dream that one day every valley shall be exalted, and every hill and mountain shall be made low, the rough places will be made plain, and the crooked places will be made straight; "and the glory of the Lord shall be revealed and all flesh shall see it together."2 This is our hope, and this is the faith

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that I go back to the South with. With this faith, we will be able to hew out of the mountain of despair a stone of hope. With this faith, we will be able to transform the jangling discords of our nation into a beautiful symphony of brotherhood. With this faith, we will be able to work together, to pray together, to struggle together, to go to jail together, to stand up for freedom together, knowing that we will be free one day. And this will be the day -- this will be the day when all of

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God's children will be able to sing with new meaning: My country 'tis of thee, sweet land of liberty, of thee I sing. Land where my fathers died, land of the Pilgrim's pride, From every mountainside, let freedom ring! And if America is to be a great nation, this must become true. And so let freedom ring from the prodigious hilltops of New Hampshire. Let freedom ring from the mighty mountains of New York. Let freedom ring from the heightening Alleghenies of Pennsylvania. Let

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freedom ring from the snow-capped Rockies of Colorado. Let freedom ring from the curvaceous slopes of California. But not only that: Let freedom ring from Stone Mountain of Georgia. Let freedom ring from Lookout Mountain of Tennessee. Let freedom ring from every hill and molehill of Mississippi. From every mountainside, let freedom ring. And when this happens, and when we allow freedom ring, when we let it ring from every village and every hamlet, from every state and every

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city, we will be able to speed up that day when all of God's children, black men and white men, Jews and Gentiles, Protestants and Catholics, will be able to join hands and sing in the words of the old Negro spiritual: Free at last! Free at last! Thank God Almighty, we are free at last!

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Dear Friends! I just wanted to inform you about some projects that are coming up! We're hosting the next Local Prophets event in Paris this Friday, 23rd of March, and you're very welcome to come by! We started this events series to propose to think of a party as a way to further develop and share a common musical / dance / artistic practice. Every time we bring a diversity of genres and styles, fuse them and jam together, to not only make music, but also to play music. You can learn

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more on www.localprophets.org Together with Koo Des we are also hosting several practice sessions in ∞OS bodymind operating system during the next month in Paris. If you'd like to be informed, please, join our FB group or send us a message through our website 8os.io I also wanted to share with you the new version of text-to-network visualization tool InfraNodus that we've been developing since a few years. This new iteration of the tool can visualize any text to help you understand

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it better. There is also a new feature that shows you what's missing inside the text — the first step towards the AI algorithm that helps you ask the right questions about your text, research or maybe even life in general :) You can try it online on www.infranodus.com and later this month we will be exploring how this tool can also be used for choreography and music-making, working on fusing the different practices together. Thank you for your support and time and hope you're having a

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great day! Warmest regards, Dmitry / Special Agency

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Hello! I’ve seen you’ve been using www.infranodus.com text to network visualisation tool and I wanted to ask you if there were any features you would like me to add with the next update? I also wanted to ask you to share your use cases with me, so we could see together how we could make this tool work better for you. I’m actively working on updating InfraNodus right now: since the last month I moved it to a new, dedicated server, there is a capacity to process long texts (up to 80 Kb for

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now) and I’ve also added community detection algorithm and more export / import options. If you go to the Menu > Settings, you will see that you can now use InfraNodus in 3 more languages and change the color palette of your graph in order to be able to see the communities that were detected. Finally, our new recommendation algorithm can now recommend you the questions you need to ask in relation to your visualized discourse, highlighting the structural gaps in the network graph, which

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could be potentially interesting to push your research / exploration further. Let me know if there’s anything you’re lacking or that you would like me to add and please, share your use cases — this will help customise InfraNodus to your needs. Thank you for your support and I look forward to hearing from you! Dmitry Nodus Labs https://noduslabs.com https://infranodus.com

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Walter Benjamin once said that a child’s first experience of the world is not his realization that “adults are stronger but rather that he cannot make magic,” The statement was made under the influence of a twenty-milligram dose of mescaline, but that does not make it any less salient. It is, in fact, quite likely that the invincible sadness that sometimes overwhelms children is born precisely of their awareness that they are incapable of magic. What ever we can achieve through merit and

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effort, cannot make us truly happy. Only magic can do that. This did not escape the childlike genius of Mozart, who clearly indicated the secret solidarity between magic and happiness in a letter to Jopseph Bullinger: “To live respectably and to live happily are two very different things, the latter will not be possible for me without some kind of magic; for this something truly supernatural would have to happen.” Like creatures in fables, children know that in order to be happy it is necessary

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to keep the genie in the bottle at one’s side, and have the donkey that craps gold coins or the hen that lays golden eggs in one’s house. And no matter what the situation, it is much more important to know the exact place and the right words to say than to take the trouble to reach a goal by honest means. Magic means that precisely no one can be worthy of happiness and that, as the ancients knew, any happiness commensurate with man is always hubris; it is always the result of arrogance and

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excess. But if someone succeeds in influencing fortune through trickery, if happiness depends not on what one is but on a magic walnut or an “Open sesame!” — then and only then can one consider oneself to be truly andblessedly happy. This childlike wisdom affirms that happiness is not something that can be deserved, has always been met with the objections of official morality. Take the words of Kant, the philosopher who was least capable of capable of understanding the difference between living

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with dignity and living happily: “That in you which strives towards happiness is inclination, that which then limits this inclination to the condition of your first being worthy of happiness is your reason.” But we (or the child within us) wouldn’t know what to do with happiness of which we were worthy. What a disaster if a woman loved you because you deserved it! And how boring to receive happiness as the reward of work well done. That the bond linking magic and happiness is not simply

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immoral, that it can indeed testify to a higher ethics, is shown in the ancient maxim that whoever realizes he is happy has already ceased to be so. This means that happiness has a paradoxical relationship with its subject. Someone who is happy cannot know that he is; the subject of happiness is not a subject per se and does not obtain the form of consciousness or of a conscience, not even a good one. Here magic appears as an exception, the only one that allows someone to be happy and to know

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that he is. Whoever enjoys something through en- enchantment escapes from the hubris implicit in the consciousness of happiness, since, in a certain sense, the happiness that he knows he possesses is not his. Thus when Zeus assumes the likeness of Amphitryon and unites with beautiful Alcmene, he does not enjoy her as Zeus, nor even despite his appearances, as Amphitryon. His enjoyment lies entirely in enchantment, and only what has been obtained through the crooked paths of magic can be enjoyed

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consciously and purely. Only someone who is enchanted can say “I” with a smile, and the only happiness that is truly deserved is the one we could never dream of deserving. That is the ultimate reason for the precept that there is only one way to achieve happiness on this earth: to believe in the divine and not to aspire to reach it (there is an ironic variation of this in a conversation between Franz Kafka and Gustav Janouch, when Kafka affirms that there is plenty of hope— but not for us).

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This apparently ascetic thesis becomes intelligible only if we understand the meaning of this “not for us.” It means not that happiness is reserved only for others (happiness is precisely, for us) but that it awaits only at the point where it was not destined for us. That is: happiness can be ours only though magic. At that point, when we have wrenched it away from fate, happiness coincides entirely with our knowing ourselves to be capable of magic, with the gesture we use to banish that

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childhood sadness once and for all. If this is so, there is no other happiness than feeling capable of magic, then Kafka’s enigmatic definition of magic becomes clear. He writes that if we call life by its right name, it comes forth, because “that is the essence of magic, which does not create but summons.” This definition agrees with the ancient tradition scrupulously followed by kabbalists and necromancers, according to which magic is essentially a science of secret names. Each thing, each

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being, has in addition to its manifest name, another, hidden name to which it cannot fail to respond. To be a magus means to know and evoke these archi-names. Hence the interminable discussions of names (diabolical or angelic) through which the necromancer ensures his mastery over spiritual powers. For him, the secret name is the only seal of his power of life and death over the creature that bears it. But according to another, more luminous tradition, the secret name is not so much a cipher of

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the thing’s subservience to the magnus’s speech as, rather, the monogram that sanctions its liberation from language. The secret name was a name by which the creature was called in Eden. When it is pronounced, every manifest name—the entire Babel of names—is shattered. That is why, according to the doctrine, magic is a call to happiness. The secret name is a gesture that restores the creature to the unexpressed. In the final instance, magic is not a knowledge of names but a gesture, a breaking

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free from the name. That is why a child is never more content than when he invents a secret language. His sadness comes less from ignorance of magic names than from his own ability to free himself from the name that has been imposed on him. No sooner does he succeed, no sooner does he invent a new name, than he holds in his hands thelaissez-passer that grants him happiness. To have a name is to be guilty. And justice, like magic, is nameless. Happy, and without a name, the creature knocks at

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the gates of the land of the magi, who speaks in gestures alone.

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A word. On its own it's just a signifier. When there’s a few words, they produce a meaning. Those meanings weave together and produce a text. It is no wonder that \""text” and \""textile” come from the same Latin root \""text-\"", which means \""woven”. Network is the perfect metaphor to understand the inner making of text. To visualise the meaning, to see what the text is made of, how it operates, and — ultimately — to understand how we think.

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In this session we will present the methodology and the open-source tool for text network visualisation InfraNodus, based on Node.Js and Neo4J. We will talk about the way it works, the technical aspects, the challenges, and the perspectives. We will also discuss the effect the graph metaphor has on perception (based on our research and data), which may be interested not only for people interested in TNA but also for anyone interested in networks as an heuristic tool.

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Privacy Policy

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We are very delighted that you have shown interest in our enterprise. Data protection is of a particularly high priority for the management of the Nodus Labs. The use of the Internet pages of the Nodus Labs is possible without any indication of personal data; however, if a data subject wants to use special enterprise services via our website, processing of personal data could become necessary. If the processing of personal data is necessary and there is no statutory basis for such processing,

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we generally obtain consent from the data subject.

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The processing of personal data, such as the name, address, e-mail address, or telephone number of a data subject shall always be in line with the General Data Protection Regulation (GDPR), and in accordance with the country-specific data protection regulations applicable to the Nodus Labs. By means of this data protection declaration, our enterprise would like to inform the general public of the nature, scope, and purpose of the personal data we collect, use and process. Furthermore, data

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subjects are informed, by means of this data protection declaration, of the rights to which they are entitled.

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As the controller, the Nodus Labs has implemented numerous technical and organizational measures to ensure the most complete protection of personal data processed through this website. However, Internet-based data transmissions may in principle have security gaps, so absolute protection may not be guaranteed. For this reason, every data subject is free to transfer personal data to us via alternative means, e.g. by telephone.

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1. Definitions

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The data protection declaration of the Nodus Labs is based on the terms used by the European legislator for the adoption of the General Data Protection Regulation (GDPR). Our data protection declaration should be legible and understandable for the general public, as well as our customers and business partners. To ensure this, we would like to first explain the terminology used.

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In this data protection declaration, we use, inter alia, the following terms:

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a) Personal data

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Personal data means any information relating to an identified or identifiable natural person (\""data subject”). An identifiable natural person is one who can be identified, directly or indirectly, in particular by reference to an identifier such as a name, an identification number, location data, an online identifier or to one or more factors specific to the physical, physiological, genetic, mental, economic, cultural or social identity of that natural person.

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b) Data subject

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Data subject is any identified or identifiable natural person, whose personal data is processed by the controller responsible for the processing.

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c) Processing

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Processing is any operation or set of operations which is performed on personal data or on sets of personal data, whether or not by automated means, such as collection, recording, organisation, structuring, storage, adaptation or alteration, retrieval, consultation, use, disclosure by transmission, dissemination or otherwise making available, alignment or combination, restriction, erasure or destruction.

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d) Restriction of processing

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Restriction of processing is the marking of stored personal data with the aim of limiting their processing in the future.

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e) Profiling

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Profiling means any form of automated processing of personal data consisting of the use of personal data to evaluate certain personal aspects relating to a natural person, in particular to analyse or predict aspects concerning that natural person’s performance at work, economic situation, health, personal preferences, interests, reliability, behaviour, location or movements.

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f) Pseudonymisation

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Pseudonymisation is the processing of personal data in such a manner that the personal data can no longer be attributed to a specific data subject without the use of additional information, provided that such additional information is kept separately and is subject to technical and organisational measures to ensure that the personal data are not attributed to an identified or identifiable natural person.

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g) Controller or controller responsible for the processing

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Controller or controller responsible for the processing is the natural or legal person, public authority, agency or other body which, alone or jointly with others, determines the purposes and means of the processing of personal data; where the purposes and means of such processing are determined by Union or Member State law, the controller or the specific criteria for its nomination may be provided for by Union or Member State law.

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h) Processor

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Processor is a natural or legal person, public authority, agency or other body which processes personal data on behalf of the controller.

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i) Recipient

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Recipient is a natural or legal person, public authority, agency or another body, to which the personal data are disclosed, whether a third party or not. However, public authorities which may receive personal data in the framework of a particular inquiry in accordance with Union or Member State law shall not be regarded as recipients; the processing of those data by those public authorities shall be in compliance with the applicable data protection rules according to the purposes of the

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processing.

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j) Third party

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Third party is a natural or legal person, public authority, agency or body other than the data subject, controller, processor and persons who, under the direct authority of the controller or processor, are authorised to process personal data.

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k) Consent

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Consent of the data subject is any freely given, specific, informed and unambiguous indication of the data subject’s wishes by which he or she, by a statement or by a clear affirmative action, signifies agreement to the processing of personal data relating to him or her.

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2. Name and Address of the controller

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Controller for the purposes of the General Data Protection Regulation (GDPR), other data protection laws applicable in Member states of the European Union and other provisions related to data protection is:

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Nodus Labs

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4, Rue de la Martinique

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75018 Paris

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France

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Phone: +33620284480

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Email: info@noduslabs.com

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Website: www.noduslabs.com

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3. Cookies

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The Internet pages of the Nodus Labs use cookies. Cookies are text files that are stored in a computer system via an Internet browser.

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Many Internet sites and servers use cookies. Many cookies contain a so-called cookie ID. A cookie ID is a unique identifier of the cookie. It consists of a character string through which Internet pages and servers can be assigned to the specific Internet browser in which the cookie was stored. This allows visited Internet sites and servers to differentiate the individual browser of the dats subject from other Internet browsers that contain other cookies. A specific Internet browser can be

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recognized and identified using the unique cookie ID.

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Through the use of cookies, the Nodus Labs can provide the users of this website with more user-friendly services that would not be possible without the cookie setting.

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By means of a cookie, the information and offers on our website can be optimized with the user in mind. Cookies allow us, as previously mentioned, to recognize our website users. The purpose of this recognition is to make it easier for users to utilize our website. The website user that uses cookies, e.g. does not have to enter access data each time the website is accessed, because this is taken over by the website, and the cookie is thus stored on the user’s computer system. Another example is

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the cookie of a shopping cart in an online shop. The online store remembers the articles that a customer has placed in the virtual shopping cart via a cookie.

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The data subject may, at any time, prevent the setting of cookies through our website by means of a corresponding setting of the Internet browser used, and may thus permanently deny the setting of cookies. Furthermore, already set cookies may be deleted at any time via an Internet browser or other software programs. This is possible in all popular Internet browsers. If the data subject deactivates the setting of cookies in the Internet browser used, not all functions of our website may be

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entirely usable.

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4. Collection of general data and information

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The website of the Nodus Labs collects a series of general data and information when a data subject or automated system calls up the website. This general data and information are stored in the server log files. Collected may be (1) the browser types and versions used, (2) the operating system used by the accessing system, (3) the website from which an accessing system reaches our website (so-called referrers), (4) the sub-websites, (5) the date and time of access to the Internet site, (6) an

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Internet protocol address (IP address), (7) the Internet service provider of the accessing system, and (8) any other similar data and information that may be used in the event of attacks on our information technology systems.

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When using these general data and information, the Nodus Labs does not draw any conclusions about the data subject. Rather, this information is needed to (1) deliver the content of our website correctly, (2) optimize the content of our website as well as its advertisement, (3) ensure the long-term viability of our information technology systems and website technology, and (4) provide law enforcement authorities with the information necessary for criminal prosecution in case of a cyber-attack.

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Therefore, the Nodus Labs analyzes anonymously collected data and information statistically, with the aim of increasing the data protection and data security of our enterprise, and to ensure an optimal level of protection for the personal data we process. The anonymous data of the server log files are stored separately from all personal data provided by a data subject.

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5. Registration on our website

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The data subject has the possibility to register on the website of the controller with the indication of personal data. Which personal data are transmitted to the controller is determined by the respective input mask used for the registration. The personal data entered by the data subject are collected and stored exclusively for internal use by the controller, and for his own purposes. The controller may request transfer to one or more processors (e.g. a parcel service) that also uses personal

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data for an internal purpose which is attributable to the controller.

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By registering on the website of the controller, the IP address—assigned by the Internet service provider (ISP) and used by the data subject—date, and time of the registration are also stored. The storage of this data takes place against the background that this is the only way to prevent the misuse of our services, and, if necessary, to make it possible to investigate committed offenses. Insofar, the storage of this data is necessary to secure the controller. This data is not passed on to

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third parties unless there is a statutory obligation to pass on the data, or if the transfer serves the aim of criminal prosecution.

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The registration of the data subject, with the voluntary indication of personal data, is intended to enable the controller to offer the data subject contents or services that may only be offered to registered users due to the nature of the matter in question. Registered persons are free to change the personal data specified during the registration at any time, or to have them completely deleted from the data stock of the controller.

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The data controller shall, at any time, provide information upon request to each data subject as to what personal data are stored about the data subject. In addition, the data controller shall correct or erase personal data at the request or indication of the data subject, insofar as there are no statutory storage obligations. The entirety of the controller’s employees are available to the data subject in this respect as contact persons.

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6. Subscription to our newsletters

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On the website of the Nodus Labs, users are given the opportunity to subscribe to our enterprise’s newsletter. The input mask used for this purpose determines what personal data are transmitted, as well as when the newsletter is ordered from the controller.

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The Nodus Labs informs its customers and business partners regularly by means of a newsletter about enterprise offers. The enterprise’s newsletter may only be received by the data subject if (1) the data subject has a valid e-mail address and (2) the data subject registers for the newsletter shipping. A confirmation e-mail will be sent to the e-mail address registered by a data subject for the first time for newsletter shipping, for legal reasons, in the double opt-in procedure. This

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confirmation e-mail is used to prove whether the owner of the e-mail address as the data subject is authorized to receive the newsletter.

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During the registration for the newsletter, we also store the IP address of the computer system assigned by the Internet service provider (ISP) and used by the data subject at the time of the registration, as well as the date and time of the registration. The collection of this data is necessary in order to understand the (possible) misuse of the e-mail address of a data subject at a later date, and it therefore serves the aim of the legal protection of the controller.

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The personal data collected as part of a registration for the newsletter will only be used to send our newsletter. In addition, subscribers to the newsletter may be informed by e-mail, as long as this is necessary for the operation of the newsletter service or a registration in question, as this could be the case in the event of modifications to the newsletter offer, or in the event of a change in technical circumstances. There will be no transfer of personal data collected by the newsletter

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service to third parties. The subscription to our newsletter may be terminated by the data subject at any time. The consent to the storage of personal data, which the data subject has given for shipping the newsletter, may be revoked at any time. For the purpose of revocation of consent, a corresponding link is found in each newsletter. It is also possible to unsubscribe from the newsletter at any time directly on the website of the controller, or to communicate this to the controller in a

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different way.

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7. Newsletter-Tracking

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The newsletter of the Nodus Labs contains so-called tracking pixels. A tracking pixel is a miniature graphic embedded in such e-mails, which are sent in HTML format to enable log file recording and analysis. This allows a statistical analysis of the success or failure of online marketing campaigns. Based on the embedded tracking pixel, the Nodus Labs may see if and when an e-mail was opened by a data subject, and which links in the e-mail were called up by data subjects.

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Such personal data collected in the tracking pixels contained in the newsletters are stored and analyzed by the controller in order to optimize the shipping of the newsletter, as well as to adapt the content of future newsletters even better to the interests of the data subject. These personal data will not be passed on to third parties. Data subjects are at any time entitled to revoke the respective separate declaration of consent issued by means of the double-opt-in procedure. After a

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revocation, these personal data will be deleted by the controller. The Nodus Labs automatically regards a withdrawal from the receipt of the newsletter as a revocation.

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8. Contact possibility via the website

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The website of the Nodus Labs contains information that enables a quick electronic contact to our enterprise, as well as direct communication with us, which also includes a general address of the so-called electronic mail (e-mail address). If a data subject contacts the controller by e-mail or via a contact form, the personal data transmitted by the data subject are automatically stored. Such personal data transmitted on a voluntary basis by a data subject to the data controller are stored for

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the purpose of processing or contacting the data subject. There is no transfer of this personal data to third parties.

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9. Comments function in the blog on the website

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The Nodus Labs offers users the possibility to leave individual comments on individual blog contributions on a blog, which is on the website of the controller. A blog is a web-based, publicly-accessible portal, through which one or more people called bloggers or web-bloggers may post articles or write down thoughts in so-called blogposts. Blogposts may usually be commented by third parties.

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If a data subject leaves a comment on the blog published on this website, the comments made by the data subject are also stored and published, as well as information on the date of the commentary and on the user’s (pseudonym) chosen by the data subject. In addition, the IP address assigned by the Internet service provider (ISP) to the data subject is also logged. This storage of the IP address takes place for security reasons, and in case the data subject violates the rights of third parties,

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or posts illegal content through a given comment. The storage of these personal data is, therefore, in the own interest of the data controller, so that he can exculpate in the event of an infringement. This collected personal data will not be passed to third parties, unless such a transfer is required by law or serves the aim of the defense of the data controller.

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10. Subscription to comments in the blog on the website

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The comments made in the blog of the Nodus Labs may be subscribed to by third parties. In particular, there is the possibility that a commenter subscribes to the comments following his comments on a particular blog post.

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If a data subject decides to subscribe to the option, the controller will send an automatic confirmation e-mail to check the double opt-in procedure as to whether the owner of the specified e-mail address decided in favor of this option. The option to subscribe to comments may be terminated at any time.

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11. Routine erasure and blocking of personal data

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The data controller shall process and store the personal data of the data subject only for the period necessary to achieve the purpose of storage, or as far as this is granted by the European legislator or other legislators in laws or regulations to which the controller is subject to.

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If the storage purpose is not applicable, or if a storage period prescribed by the European legislator or another competent legislator expires, the personal data are routinely blocked or erased in accordance with legal requirements.

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12. Rights of the data subject

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a) Right of confirmation

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Each data subject shall have the right granted by the European legislator to obtain from the controller the confirmation as to whether or not personal data concerning him or her are being processed. If a data subject wishes to avail himself of this right of confirmation, he or she may, at any time, contact any employee of the controller.

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b) Right of access

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Each data subject shall have the right granted by the European legislator to obtain from the controller free information about his or her personal data stored at any time and a copy of this information. Furthermore, the European directives and regulations grant the data subject access to the following information:

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the purposes of the processing;

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the categories of personal data concerned;

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the recipients or categories of recipients to whom the personal data have been or will be disclosed, in particular recipients in third countries or international organisations;

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where possible, the envisaged period for which the personal data will be stored, or, if not possible, the criteria used to determine that period;

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the existence of the right to request from the controller rectification or erasure of personal data, or restriction of processing of personal data concerning the data subject, or to object to such processing;

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the existence of the right to lodge a complaint with a supervisory authority;

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where the personal data are not collected from the data subject, any available information as to their source;

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the existence of automated decision-making, including profiling, referred to in Article 22(1) and (4) of the GDPR and, at least in those cases, meaningful information about the logic involved, as well as the significance and envisaged consequences of such processing for the data subject.

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Furthermore, the data subject shall have a right to obtain information as to whether personal data are transferred to a third country or to an international organisation. Where this is the case, the data subject shall have the right to be informed of the appropriate safeguards relating to the transfer.

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If a data subject wishes to avail himself of this right of access, he or she may, at any time, contact any employee of the controller.

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c) Right to rectification

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Each data subject shall have the right granted by the European legislator to obtain from the controller without undue delay the rectification of inaccurate personal data concerning him or her. Taking into account the purposes of the processing, the data subject shall have the right to have incomplete personal data completed, including by means of providing a supplementary statement.

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If a data subject wishes to exercise this right to rectification, he or she may, at any time, contact any employee of the controller.

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d) Right to erasure (Right to be forgotten)

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Each data subject shall have the right granted by the European legislator to obtain from the controller the erasure of personal data concerning him or her without undue delay, and the controller shall have the obligation to erase personal data without undue delay where one of the following grounds applies, as long as the processing is not necessary:

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The personal data are no longer necessary in relation to the purposes for which they were collected or otherwise processed.

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The data subject withdraws consent to which the processing is based according to point (a) of Article 6(1) of the GDPR, or point (a) of Article 9(2) of the GDPR, and where there is no other legal ground for the processing.

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The data subject objects to the processing pursuant to Article 21(1) of the GDPR and there are no overriding legitimate grounds for the processing, or the data subject objects to the processing pursuant to Article 21(2) of the GDPR.

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The personal data have been unlawfully processed.

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The personal data must be erased for compliance with a legal obligation in Union or Member State law to which the controller is subject.

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The personal data have been collected in relation to the offer of information society services referred to in Article 8(1) of the GDPR.

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If one of the aforementioned reasons applies, and a data subject wishes to request the erasure of personal data stored by the Nodus Labs, he or she may, at any time, contact any employee of the controller. An employee of Nodus Labs shall promptly ensure that the erasure request is complied with immediately.

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Where the controller has made personal data public and is obliged pursuant to Article 17(1) to erase the personal data, the controller, taking account of available technology and the cost of implementation, shall take reasonable steps, including technical measures, to inform other controllers processing the personal data that the data subject has requested erasure by such controllers of any links to, or copy or replication of, those personal data, as far as processing is not required. An

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employees of the Nodus Labs will arrange the necessary measures in individual cases.

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e) Right of restriction of processing

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Each data subject shall have the right granted by the European legislator to obtain from the controller restriction of processing where one of the following applies:

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The accuracy of the personal data is contested by the data subject, for a period enabling the controller to verify the accuracy of the personal data.

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The processing is unlawful and the data subject opposes the erasure of the personal data and requests instead the restriction of their use instead.

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The controller no longer needs the personal data for the purposes of the processing, but they are required by the data subject for the establishment, exercise or defence of legal claims.

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The data subject has objected to processing pursuant to Article 21(1) of the GDPR pending the verification whether the legitimate grounds of the controller override those of the data subject.

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If one of the aforementioned conditions is met, and a data subject wishes to request the restriction of the processing of personal data stored by the Nodus Labs, he or she may at any time contact any employee of the controller. The employee of the Nodus Labs will arrange the restriction of the processing.

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f) Right to data portability

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Each data subject shall have the right granted by the European legislator, to receive the personal data concerning him or her, which was provided to a controller, in a structured, commonly used and machine-readable format. He or she shall have the right to transmit those data to another controller without hindrance from the controller to which the personal data have been provided, as long as the processing is based on consent pursuant to point (a) of Article 6(1) of the GDPR or point (a) of

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Article 9(2) of the GDPR, or on a contract pursuant to point (b) of Article 6(1) of the GDPR, and the processing is carried out by automated means, as long as the processing is not necessary for the performance of a task carried out in the public interest or in the exercise of official authority vested in the controller.

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Furthermore, in exercising his or her right to data portability pursuant to Article 20(1) of the GDPR, the data subject shall have the right to have personal data transmitted directly from one controller to another, where technically feasible and when doing so does not adversely affect the rights and freedoms of others.

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In order to assert the right to data portability, the data subject may at any time contact any employee of the Nodus Labs.

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g) Right to object

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Each data subject shall have the right granted by the European legislator to object, on grounds relating to his or her particular situation, at any time, to processing of personal data concerning him or her, which is based on point (e) or (f) of Article 6(1) of the GDPR. This also applies to profiling based on these provisions.

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The Nodus Labs shall no longer process the personal data in the event of the objection, unless we can demonstrate compelling legitimate grounds for the processing which override the interests, rights and freedoms of the data subject, or for the establishment, exercise or defence of legal claims.

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If the Nodus Labs processes personal data for direct marketing purposes, the data subject shall have the right to object at any time to processing of personal data concerning him or her for such marketing. This applies to profiling to the extent that it is related to such direct marketing. If the data subject objects to the Nodus Labs to the processing for direct marketing purposes, the Nodus Labs will no longer process the personal data for these purposes.

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In addition, the data subject has the right, on grounds relating to his or her particular situation, to object to processing of personal data concerning him or her by the Nodus Labs for scientific or historical research purposes, or for statistical purposes pursuant to Article 89(1) of the GDPR, unless the processing is necessary for the performance of a task carried out for reasons of public interest.

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In order to exercise the right to object, the data subject may contact any employee of the Nodus Labs. In addition, the data subject is free in the context of the use of information society services, and notwithstanding Directive 2002/58/EC, to use his or her right to object by automated means using technical specifications.

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h) Automated individual decision-making, including profiling

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Each data subject shall have the right granted by the European legislator not to be subject to a decision based solely on automated processing, including profiling, which produces legal effects concerning him or her, or similarly significantly affects him or her, as long as the decision (1) is not is necessary for entering into, or the performance of, a contract between the data subject and a data controller, or (2) is not authorised by Union or Member State law to which the controller is

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subject and which also lays down suitable measures to safeguard the data subject’s rights and freedoms and legitimate interests, or (3) is not based on the data subject’s explicit consent.

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If the decision (1) is necessary for entering into, or the performance of, a contract between the data subject and a data controller, or (2) it is based on the data subject’s explicit consent, the Nodus Labs shall implement suitable measures to safeguard the data subject’s rights and freedoms and legitimate interests, at least the right to obtain human intervention on the part of the controller, to express his or her point of view and contest the decision.

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If the data subject wishes to exercise the rights concerning automated individual decision-making, he or she may, at any time, contact any employee of the Nodus Labs.

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i) Right to withdraw data protection consent

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Each data subject shall have the right granted by the European legislator to withdraw his or her consent to processing of his or her personal data at any time.

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If the data subject wishes to exercise the right to withdraw the consent, he or she may, at any time, contact any employee of the Nodus Labs.

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13. Data protection for applications and the application procedures

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The data controller shall collect and process the personal data of applicants for the purpose of the processing of the application procedure. The processing may also be carried out electronically. This is the case, in particular, if an applicant submits corresponding application documents by e-mail or by means of a web form on the website to the controller. If the data controller concludes an employment contract with an applicant, the submitted data will be stored for the purpose of processing

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the employment relationship in compliance with legal requirements. If no employment contract is concluded with the applicant by the controller, the application documents shall be automatically erased two months after notification of the refusal decision, provided that no other legitimate interests of the controller are opposed to the erasure. Other legitimate interest in this relation is, e.g. a burden of proof in a procedure under the General Equal Treatment Act (AGG).

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14. Data protection provisions about the application and use of Facebook

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On this website, the controller has integrated components of the enterprise Facebook. Facebook is a social network.

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A social network is a place for social meetings on the Internet, an online community, which usually allows users to communicate with each other and interact in a virtual space. A social network may serve as a platform for the exchange of opinions and experiences, or enable the Internet community to provide personal or business-related information. Facebook allows social network users to include the creation of private profiles, upload photos, and network through friend requests.

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The operating company of Facebook is Facebook, Inc., 1 Hacker Way, Menlo Park, CA 94025, United States. If a person lives outside of the United States or Canada, the controller is the Facebook Ireland Ltd., 4 Grand Canal Square, Grand Canal Harbour, Dublin 2, Ireland.

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With each call-up to one of the individual pages of this Internet website, which is operated by the controller and into which a Facebook component (Facebook plug-ins) was integrated, the web browser on the information technology system of the data subject is automatically prompted to download display of the corresponding Facebook component from Facebook through the Facebook component. An overview of all the Facebook Plug-ins may be accessed under https://developers.facebook.com/docs/plugins/.

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During the course of this technical procedure, Facebook is made aware of what specific sub-site of our website was visited by the data subject.

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If the data subject is logged in at the same time on Facebook, Facebook detects with every call-up to our website by the data subject—and for the entire duration of their stay on our Internet site—which specific sub-site of our Internet page was visited by the data subject. This information is collected through the Facebook component and associated with the respective Facebook account of the data subject. If the data subject clicks on one of the Facebook buttons integrated into our website,

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e.g. the \""Like” button, or if the data subject submits a comment, then Facebook matches this information with the personal Facebook user account of the data subject and stores the personal data.

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Facebook always receives, through the Facebook component, information about a visit to our website by the data subject, whenever the data subject is logged in at the same time on Facebook during the time of the call-up to our website. This occurs regardless of whether the data subject clicks on the Facebook component or not. If such a transmission of information to Facebook is not desirable for the data subject, then he or she may prevent this by logging off from their Facebook account before a

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call-up to our website is made.

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The data protection guideline published by Facebook, which is available at https://facebook.com/about/privacy/, provides information about the collection, processing and use of personal data by Facebook. In addition, it is explained there what setting options Facebook offers to protect the privacy of the data subject. In addition, different configuration options are made available to allow the elimination of data transmission to Facebook. These applications may be used by the data subject to

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eliminate a data transmission to Facebook.

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15. Data protection provisions about the application and use of Google AdSense

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On this website, the controller has integrated Google AdSense. Google AdSense is an online service which allows the placement of advertising on third-party sites. Google AdSense is based on an algorithm that selects advertisements displayed on third-party sites to match with the content of the respective third-party site. Google AdSense allows an interest-based targeting of the Internet user, which is implemented by means of generating individual user profiles.

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The operating company of Google’s AdSense component is Alphabet Inc., 1600 Amphitheatre Pkwy, Mountain View, CA 94043-1351, United States.

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The purpose of Google’s AdSense component is the integration of advertisements on our website. Google AdSense places a cookie on the information technology system of the data subject. The definition of cookies is explained above. With the setting of the cookie, Alphabet Inc. is enabled to analyze the use of our website. With each call-up to one of the individual pages of this Internet site, which is operated by the controller and into which a Google AdSense component is integrated, the Internet

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browser on the information technology system of the data subject will automatically submit data through the Google AdSense component for the purpose of online advertising and the settlement of commissions to Alphabet Inc. During the course of this technical procedure, the enterprise Alphabet Inc. gains knowledge of personal data, such as the IP address of the data subject, which serves Alphabet Inc., inter alia, to understand the origin of visitors and clicks and subsequently create commission

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settlements.

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The data subject may, as stated above, prevent the setting of cookies through our website at any time by means of a corresponding adjustment of the web browser used and thus permanently deny the setting of cookies. Such an adjustment to the Internet browser used would also prevent Alphabet Inc. from setting a cookie on the information technology system of the data subject. Additionally, cookies already in use by Alphabet Inc. may be deleted at any time via a web browser or other software

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programs.

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Furthermore, Google AdSense also uses so-called tracking pixels. A tracking pixel is a miniature graphic that is embedded in web pages to enable a log file recording and a log file analysis through which a statistical analysis may be performed. Based on the embedded tracking pixels, Alphabet Inc. is able to determine if and when a website was opened by a data subject, and which links were clicked on by the data subject. Tracking pixels serve, inter alia, to analyze the flow of visitors on a

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website.

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Through Google AdSense, personal data and information—which also includes the IP address, and is necessary for the collection and accounting of the displayed advertisements—is transmitted to Alphabet Inc. in the United States of America. These personal data will be stored and processed in the United States of America. The Alphabet Inc. may disclose the collected personal data through this technical procedure to third parties.

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Google AdSense is further explained under the following link https://www.google.com/intl/en/adsense/start/.

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16. Data protection provisions about the application and use of Google Analytics (with anonymization function)

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On this website, the controller has integrated the component of Google Analytics (with the anonymizer function). Google Analytics is a web analytics service. Web analytics is the collection, gathering, and analysis of data about the behavior of visitors to websites. A web analysis service collects, inter alia, data about the website from which a person has come (the so-called referrer), which sub-pages were visited, or how often and for what duration a sub-page was viewed. Web analytics are

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mainly used for the optimization of a website and in order to carry out a cost-benefit analysis of Internet advertising.

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The operator of the Google Analytics component is Google Inc., 1600 Amphitheatre Pkwy, Mountain View, CA 94043-1351, United States.

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For the web analytics through Google Analytics the controller uses the application \""_gat. _anonymizeIp”. By means of this application the IP address of the Internet connection of the data subject is abridged by Google and anonymised when accessing our websites from a Member State of the European Union or another Contracting State to the Agreement on the European Economic Area.

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The purpose of the Google Analytics component is to analyze the traffic on our website. Google uses the collected data and information, inter alia, to evaluate the use of our website and to provide online reports, which show the activities on our websites, and to provide other services concerning the use of our Internet site for us.

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Google Analytics places a cookie on the information technology system of the data subject. The definition of cookies is explained above. With the setting of the cookie, Google is enabled to analyze the use of our website. With each call-up to one of the individual pages of this Internet site, which is operated by the controller and into which a Google Analytics component was integrated, the Internet browser on the information technology system of the data subject will automatically submit data

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through the Google Analytics component for the purpose of online advertising and the settlement of commissions to Google. During the course of this technical procedure, the enterprise Google gains knowledge of personal information, such as the IP address of the data subject, which serves Google, inter alia, to understand the origin of visitors and clicks, and subsequently create commission settlements.

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The cookie is used to store personal information, such as the access time, the location from which the access was made, and the frequency of visits of our website by the data subject. With each visit to our Internet site, such personal data, including the IP address of the Internet access used by the data subject, will be transmitted to Google in the United States of America. These personal data are stored by Google in the United States of America. Google may pass these personal data collected

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through the technical procedure to third parties.

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The data subject may, as stated above, prevent the setting of cookies through our website at any time by means of a corresponding adjustment of the web browser used and thus permanently deny the setting of cookies. Such an adjustment to the Internet browser used would also prevent Google Analytics from setting a cookie on the information technology system of the data subject. In addition, cookies already in use by Google Analytics may be deleted at any time via a web browser or other software

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programs.

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In addition, the data subject has the possibility of objecting to a collection of data that are generated by Google Analytics, which is related to the use of this website, as well as the processing of this data by Google and the chance to preclude any such. For this purpose, the data subject must download a browser add-on under the link https://tools.google.com/dlpage/gaoptout and install it. This browser add-on tells Google Analytics through a JavaScript, that any data and information about

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the visits of Internet pages may not be transmitted to Google Analytics. The installation of the browser add-ons is considered an objection by Google. If the information technology system of the data subject is later deleted, formatted, or newly installed, then the data subject must reinstall the browser add-ons to disable Google Analytics. If the browser add-on was uninstalled by the data subject or any other person who is attributable to their sphere of competence, or is disabled, it is

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possible to execute the reinstallation or reactivation of the browser add-ons.

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Further information and the applicable data protection provisions of Google may be retrieved under https://www.google.com/intl/en/policies/privacy/ and under http://www.google.com/analytics/terms/us.html. Google Analytics is further explained under the following Link https://www.google.com/analytics/.

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17. Data protection provisions about the application and use of Google Remarketing

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On this website, the controller has integrated Google Remarketing services. Google Remarketing is a feature of Google AdWords, which allows an enterprise to display advertising to Internet users who have previously resided on the enterprise’s Internet site. The integration of Google Remarketing therefore allows an enterprise to create user-based advertising and thus shows relevant advertisements to interested Internet users.

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The operating company of the Google Remarketing services is the Google Inc., 1600 Amphitheatre Pkwy, Mountain View, CA 94043-1351, United States.

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The purpose of Google Remarketing is the insertion of interest-relevant advertising. Google Remarketing allows us to display ads on the Google network or on other websites, which are based on individual needs and matched to the interests of Internet users.

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Google Remarketing sets a cookie on the information technology system of the data subject. The definition of cookies is explained above. With the setting of the cookie, Google enables a recognition of the visitor of our website if he calls up consecutive web pages, which are also a member of the Google advertising network. With each call-up to an Internet site on which the service has been integrated by Google Remarketing, the web browser of the data subject identifies automatically with

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Google. During the course of this technical procedure, Google receives personal information, such as the IP address or the surfing behaviour of the user, which Google uses, inter alia, for the insertion of interest relevant advertising.

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The cookie is used to store personal information, e.g. the Internet pages visited by the data subject. Each time we visit our Internet pages, personal data, including the IP address of the Internet access used by the data subject, is transmitted to Google in the United States of America. These personal data are stored by Google in the United States of America. Google may pass these personal data collected through the technical procedure to third parties.

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The data subject may, as stated above, prevent the setting of cookies through our website at any time by means of a corresponding adjustment of the web browser used and thus permanently deny the setting of cookies. Such an adjustment to the Internet browser used would also prevent Google from setting a cookie on the information technology system of the data subject. In addition, cookies already in use by Google may be deleted at any time via a web browser or other software programs.

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In addition, the data subject has the possibility of objecting to the interest-based advertising by Google. For this purpose, the data subject must call up the link to www.google.de/settings/ads and make the desired settings on each Internet browser used by the data subject.

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Further information and the actual data protection provisions of Google may be retrieved under https://www.google.com/intl/en/policies/privacy/.

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18. Data protection provisions about the application and use of Google-AdWords

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On this website, the controller has integrated Google AdWords. Google AdWords is a service for Internet advertising that allows the advertiser to place ads in Google search engine results and the Google advertising network. Google AdWords allows an advertiser to pre-define specific keywords with the help of which an ad on Google’s search results only then displayed, when the user utilizes the search engine to retrieve a keyword-relevant search result. In the Google Advertising Network, the ads

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are distributed on relevant web pages using an automatic algorithm, taking into account the previously defined keywords.

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The operating company of Google AdWords is Google Inc., 1600 Amphitheatre Pkwy, Mountain View, CA 94043-1351, UNITED STATES.

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The purpose of Google AdWords is the promotion of our website by the inclusion of relevant advertising on the websites of third parties and in the search engine results of the search engine Google and an insertion of third-party advertising on our website.

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If a data subject reaches our website via a Google ad, a conversion cookie is filed on the information technology system of the data subject through Google. The definition of cookies is explained above. A conversion cookie loses its validity after 30 days and is not used to identify the data subject. If the cookie has not expired, the conversion cookie is used to check whether certain sub-pages, e.g, the shopping cart from an online shop system, were called up on our website. Through the

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conversion cookie, both Google and the controller can understand whether a person who reached an AdWords ad on our website generated sales, that is, executed or canceled a sale of goods.

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The data and information collected through the use of the conversion cookie is used by Google to create visit statistics for our website. These visit statistics are used in order to determine the total number of users who have been served through AdWords ads to ascertain the success or failure of each AdWords ad and to optimize our AdWords ads in the future. Neither our company nor other Google AdWords advertisers receive information from Google that could identify the data subject.

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The conversion cookie stores personal information, e.g. the Internet pages visited by the data subject. Each time we visit our Internet pages, personal data, including the IP address of the Internet access used by the data subject, is transmitted to Google in the United States of America. These personal data are stored by Google in the United States of America. Google may pass these personal data collected through the technical procedure to third parties.

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The data subject may, at any time, prevent the setting of cookies by our website, as stated above, by means of a corresponding setting of the Internet browser used and thus permanently deny the setting of cookies. Such a setting of the Internet browser used would also prevent Google from placing a conversion cookie on the information technology system of the data subject. In addition, a cookie set by Google AdWords may be deleted at any time via the Internet browser or other software programs.

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The data subject has a possibility of objecting to the interest based advertisement of Google. Therefore, the data subject must access from each of the browsers in use the link www.google.de/settings/ads and set the desired settings.

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Further information and the applicable data protection provisions of Google may be retrieved under https://www.google.com/intl/en/policies/privacy/.

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With each call-up to one of the individual pages of this Internet site, which is operated by the controller and on which a Twitter component (Twitter button) was integrated, the Internet browser on the information technology system of the data subject is automatically prompted to download a display of the corresponding Twitter component of Twitter. Further information about the Twitter buttons is available under https://about.twitter.com/de/resources/buttons. During the course of this technical

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If the data subject is logged in at the same time on Facebook, Facebook detects with every call-up to our website by the data subject—and for the entire duration of their stay on our Internet site—which specific sub-site of our Internet page was visited by the data subject. This information is collected through the Facebook component and associated with the respective Facebook account of the data subject. If the data subject clicks on one of the Facebook buttons integrated into our website,

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e.g. the \""Like” button, or if the data subject submits a comment, then Facebook matches this information with the personal Facebook user account of the data subject and stores the personal data.

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Facebook always receives, through the Facebook component, information about a visit to our website by the data subject, whenever the data subject is logged in at the same time on Facebook during the time of the call-up to our website. This occurs regardless of whether the data subject clicks on the Facebook component or not. If such a transmission of information to Facebook is not desirable for the data subject, then he or she may prevent this by logging off from their Facebook account before a

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call-up to our website is made.

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The data protection guideline published by Facebook, which is available at https://facebook.com/about/privacy/, provides information about the collection, processing and use of personal data by Facebook. In addition, it is explained there what setting options Facebook offers to protect the privacy of the data subject. In addition, different configuration options are made available to allow the elimination of data transmission to Facebook. These applications may be used by the data subject to

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eliminate a data transmission to Facebook.

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15. Data protection provisions about the application and use of Google AdSense

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On this website, the controller has integrated Google AdSense. Google AdSense is an online service which allows the placement of advertising on third-party sites. Google AdSense is based on an algorithm that selects advertisements displayed on third-party sites to match with the content of the respective third-party site. Google AdSense allows an interest-based targeting of the Internet user, which is implemented by means of generating individual user profiles.

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The operating company of Google’s AdSense component is Alphabet Inc., 1600 Amphitheatre Pkwy, Mountain View, CA 94043-1351, United States.

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The purpose of Google’s AdSense component is the integration of advertisements on our website. Google AdSense places a cookie on the information technology system of the data subject. The definition of cookies is explained above. With the setting of the cookie, Alphabet Inc. is enabled to analyze the use of our website. With each call-up to one of the individual pages of this Internet site, which is operated by the controller and into which a Google AdSense component is integrated, the Internet

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browser on the information technology system of the data subject will automatically submit data through the Google AdSense component for the purpose of online advertising and the settlement of commissions to Alphabet Inc. During the course of this technical procedure, the enterprise Alphabet Inc. gains knowledge of personal data, such as the IP address of the data subject, which serves Alphabet Inc., inter alia, to understand the origin of visitors and clicks and subsequently create commission

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settlements.

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The data subject may, as stated above, prevent the setting of cookies through our website at any time by means of a corresponding adjustment of the web browser used and thus permanently deny the setting of cookies. Such an adjustment to the Internet browser used would also prevent Alphabet Inc. from setting a cookie on the information technology system of the data subject. Additionally, cookies already in use by Alphabet Inc. may be deleted at any time via a web browser or other software

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programs.

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Furthermore, Google AdSense also uses so-called tracking pixels. A tracking pixel is a miniature graphic that is embedded in web pages to enable a log file recording and a log file analysis through which a statistical analysis may be performed. Based on the embedded tracking pixels, Alphabet Inc. is able to determine if and when a website was opened by a data subject, and which links were clicked on by the data subject. Tracking pixels serve, inter alia, to analyze the flow of visitors on a

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website.

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Through Google AdSense, personal data and information—which also includes the IP address, and is necessary for the collection and accounting of the displayed advertisements—is transmitted to Alphabet Inc. in the United States of America. These personal data will be stored and processed in the United States of America. The Alphabet Inc. may disclose the collected personal data through this technical procedure to third parties.

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Google AdSense is further explained under the following link https://www.google.com/intl/en/adsense/start/.

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16. Data protection provisions about the application and use of Google Analytics (with anonymization function)

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On this website, the controller has integrated the component of Google Analytics (with the anonymizer function). Google Analytics is a web analytics service. Web analytics is the collection, gathering, and analysis of data about the behavior of visitors to websites. A web analysis service collects, inter alia, data about the website from which a person has come (the so-called referrer), which sub-pages were visited, or how often and for what duration a sub-page was viewed. Web analytics are

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mainly used for the optimization of a website and in order to carry out a cost-benefit analysis of Internet advertising.

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The operator of the Google Analytics component is Google Inc., 1600 Amphitheatre Pkwy, Mountain View, CA 94043-1351, United States.

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For the web analytics through Google Analytics the controller uses the application \""_gat. _anonymizeIp”. By means of this application the IP address of the Internet connection of the data subject is abridged by Google and anonymised when accessing our websites from a Member State of the European Union or another Contracting State to the Agreement on the European Economic Area.

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The purpose of the Google Analytics component is to analyze the traffic on our website. Google uses the collected data and information, inter alia, to evaluate the use of our website and to provide online reports, which show the activities on our websites, and to provide other services concerning the use of our Internet site for us.

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Google Analytics places a cookie on the information technology system of the data subject. The definition of cookies is explained above. With the setting of the cookie, Google is enabled to analyze the use of our website. With each call-up to one of the individual pages of this Internet site, which is operated by the controller and into which a Google Analytics component was integrated, the Internet browser on the information technology system of the data subject will automatically submit data

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through the Google Analytics component for the purpose of online advertising and the settlement of commissions to Google. During the course of this technical procedure, the enterprise Google gains knowledge of personal information, such as the IP address of the data subject, which serves Google, inter alia, to understand the origin of visitors and clicks, and subsequently create commission settlements.

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The cookie is used to store personal information, such as the access time, the location from which the access was made, and the frequency of visits of our website by the data subject. With each visit to our Internet site, such personal data, including the IP address of the Internet access used by the data subject, will be transmitted to Google in the United States of America. These personal data are stored by Google in the United States of America. Google may pass these personal data collected

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through the technical procedure to third parties.

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The data subject may, as stated above, prevent the setting of cookies through our website at any time by means of a corresponding adjustment of the web browser used and thus permanently deny the setting of cookies. Such an adjustment to the Internet browser used would also prevent Google Analytics from setting a cookie on the information technology system of the data subject. In addition, cookies already in use by Google Analytics may be deleted at any time via a web browser or other software

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programs.

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In addition, the data subject has the possibility of objecting to a collection of data that are generated by Google Analytics, which is related to the use of this website, as well as the processing of this data by Google and the chance to preclude any such. For this purpose, the data subject must download a browser add-on under the link https://tools.google.com/dlpage/gaoptout and install it. This browser add-on tells Google Analytics through a JavaScript, that any data and information about

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the visits of Internet pages may not be transmitted to Google Analytics. The installation of the browser add-ons is considered an objection by Google. If the information technology system of the data subject is later deleted, formatted, or newly installed, then the data subject must reinstall the browser add-ons to disable Google Analytics. If the browser add-on was uninstalled by the data subject or any other person who is attributable to their sphere of competence, or is disabled, it is

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possible to execute the reinstallation or reactivation of the browser add-ons.

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Further information and the applicable data protection provisions of Google may be retrieved under https://www.google.com/intl/en/policies/privacy/ and under http://www.google.com/analytics/terms/us.html. Google Analytics is further explained under the following Link https://www.google.com/analytics/.

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17. Data protection provisions about the application and use of Google Remarketing

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On this website, the controller has integrated Google Remarketing services. Google Remarketing is a feature of Google AdWords, which allows an enterprise to display advertising to Internet users who have previously resided on the enterprise’s Internet site. The integration of Google Remarketing therefore allows an enterprise to create user-based advertising and thus shows relevant advertisements to interested Internet users.

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The operating company of the Google Remarketing services is the Google Inc., 1600 Amphitheatre Pkwy, Mountain View, CA 94043-1351, United States.

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The purpose of Google Remarketing is the insertion of interest-relevant advertising. Google Remarketing allows us to display ads on the Google network or on other websites, which are based on individual needs and matched to the interests of Internet users.

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Google Remarketing sets a cookie on the information technology system of the data subject. The definition of cookies is explained above. With the setting of the cookie, Google enables a recognition of the visitor of our website if he calls up consecutive web pages, which are also a member of the Google advertising network. With each call-up to an Internet site on which the service has been integrated by Google Remarketing, the web browser of the data subject identifies automatically with

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Google. During the course of this technical procedure, Google receives personal information, such as the IP address or the surfing behaviour of the user, which Google uses, inter alia, for the insertion of interest relevant advertising.

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The cookie is used to store personal information, e.g. the Internet pages visited by the data subject. Each time we visit our Internet pages, personal data, including the IP address of the Internet access used by the data subject, is transmitted to Google in the United States of America. These personal data are stored by Google in the United States of America. Google may pass these personal data collected through the technical procedure to third parties.

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The data subject may, as stated above, prevent the setting of cookies through our website at any time by means of a corresponding adjustment of the web browser used and thus permanently deny the setting of cookies. Such an adjustment to the Internet browser used would also prevent Google from setting a cookie on the information technology system of the data subject. In addition, cookies already in use by Google may be deleted at any time via a web browser or other software programs.

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In addition, the data subject has the possibility of objecting to the interest-based advertising by Google. For this purpose, the data subject must call up the link to www.google.de/settings/ads and make the desired settings on each Internet browser used by the data subject.

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Further information and the actual data protection provisions of Google may be retrieved under https://www.google.com/intl/en/policies/privacy/.

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18. Data protection provisions about the application and use of Google-AdWords

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On this website, the controller has integrated Google AdWords. Google AdWords is a service for Internet advertising that allows the advertiser to place ads in Google search engine results and the Google advertising network. Google AdWords allows an advertiser to pre-define specific keywords with the help of which an ad on Google’s search results only then displayed, when the user utilizes the search engine to retrieve a keyword-relevant search result. In the Google Advertising Network, the ads

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are distributed on relevant web pages using an automatic algorithm, taking into account the previously defined keywords.

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The operating company of Google AdWords is Google Inc., 1600 Amphitheatre Pkwy, Mountain View, CA 94043-1351, UNITED STATES.

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The purpose of Google AdWords is the promotion of our website by the inclusion of relevant advertising on the websites of third parties and in the search engine results of the search engine Google and an insertion of third-party advertising on our website.

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If a data subject reaches our website via a Google ad, a conversion cookie is filed on the information technology system of the data subject through Google. The definition of cookies is explained above. A conversion cookie loses its validity after 30 days and is not used to identify the data subject. If the cookie has not expired, the conversion cookie is used to check whether certain sub-pages, e.g, the shopping cart from an online shop system, were called up on our website. Through the

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conversion cookie, both Google and the controller can understand whether a person who reached an AdWords ad on our website generated sales, that is, executed or canceled a sale of goods.

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The data and information collected through the use of the conversion cookie is used by Google to create visit statistics for our website. These visit statistics are used in order to determine the total number of users who have been served through AdWords ads to ascertain the success or failure of each AdWords ad and to optimize our AdWords ads in the future. Neither our company nor other Google AdWords advertisers receive information from Google that could identify the data subject.

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The conversion cookie stores personal information, e.g. the Internet pages visited by the data subject. Each time we visit our Internet pages, personal data, including the IP address of the Internet access used by the data subject, is transmitted to Google in the United States of America. These personal data are stored by Google in the United States of America. Google may pass these personal data collected through the technical procedure to third parties.

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The data subject may, at any time, prevent the setting of cookies by our website, as stated above, by means of a corresponding setting of the Internet browser used and thus permanently deny the setting of cookies. Such a setting of the Internet browser used would also prevent Google from placing a conversion cookie on the information technology system of the data subject. In addition, a cookie set by Google AdWords may be deleted at any time via the Internet browser or other software programs.

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The data subject has a possibility of objecting to the interest based advertisement of Google. Therefore, the data subject must access from each of the browsers in use the link www.google.de/settings/ads and set the desired settings.

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Further information and the applicable data protection provisions of Google may be retrieved under https://www.google.com/intl/en/policies/privacy/.

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19. Data protection provisions about the application and use of Twitter

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On this website, the controller has integrated components of Twitter. Twitter is a multilingual, publicly-accessible microblogging service on which users may publish and spread so-called ‘tweets,’ e.g. short messages, which are limited to 280 characters. These short messages are available for everyone, including those who are not logged on to Twitter. The tweets are also displayed to so-called followers of the respective user. Followers are other Twitter users who follow a user’s tweets.

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Furthermore, Twitter allows you to address a wide audience via hashtags, links or retweets.

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The operating company of Twitter is Twitter, Inc., 1355 Market Street, Suite 900, San Francisco, CA 94103, UNITED STATES.

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With each call-up to one of the individual pages of this Internet site, which is operated by the controller and on which a Twitter component (Twitter button) was integrated, the Internet browser on the information technology system of the data subject is automatically prompted to download a display of the corresponding Twitter component of Twitter. Further information about the Twitter buttons is available under https://about.twitter.com/de/resources/buttons. During the course of this technical

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procedure, Twitter gains knowledge of what specific sub-page of our website was visited by the data subject. The purpose of the integration of the Twitter component is a retransmission of the contents of this website to allow our users to introduce this web page to the digital world and increase our visitor numbers.

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If the data subject is logged in at the same time on Twitter, Twitter detects with every call-up to our website by the data subject and for the entire duration of their stay on our Internet site which specific sub-page of our Internet page was visited by the data subject. This information is collected through the Twitter component and associated with the respective Twitter account of the data subject. If the data subject clicks on one of the Twitter buttons integrated on our website, then

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Twitter assigns this information to the personal Twitter user account of the data subject and stores the personal data.

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Twitter receives information via the Twitter component that the data subject has visited our website, provided that the data subject is logged in on Twitter at the time of the call-up to our website. This occurs regardless of whether the person clicks on the Twitter component or not. If such a transmission of information to Twitter is not desirable for the data subject, then he or she may prevent this by logging off from their Twitter account before a call-up to our website is made.

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The applicable data protection provisions of Twitter may be accessed under https://twitter.com/privacy?lang=en.

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20. Payment Method: Data protection provisions about the use of PayPal as a payment processor

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On this website, the controller has integrated components of PayPal. PayPal is an online payment service provider. Payments are processed via so-called PayPal accounts, which represent virtual private or business accounts. PayPal is also able to process virtual payments through credit cards when a user does not have a PayPal account. A PayPal account is managed via an e-mail address, which is why there are no classic account numbers. PayPal makes it possible to trigger online payments to third

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parties or to receive payments. PayPal also accepts trustee functions and offers buyer protection services.

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The European operating company of PayPal is PayPal (Europe) S.à.r.l. & Cie. S.C.A., 22-24 Boulevard Royal, 2449 Luxembourg, Luxembourg.

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If the data subject chooses \""PayPal” as the payment option in the online shop during the ordering process, we automatically transmit the data of the data subject to PayPal. By selecting this payment option, the data subject agrees to the transfer of personal data required for payment processing.

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The personal data transmitted to PayPal is usually first name, last name, address, email address, IP address, telephone number, mobile phone number, or other data necessary for payment processing. The processing of the purchase contract also requires such personal data, which are in connection with the respective order.

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The transmission of the data is aimed at payment processing and fraud prevention. The controller will transfer personal data to PayPal, in particular, if a legitimate interest in the transmission is given. The personal data exchanged between PayPal and the controller for the processing of the data will be transmitted by PayPal to economic credit agencies. This transmission is intended for identity and creditworthiness checks.

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PayPal will, if necessary, pass on personal data to affiliates and service providers or subcontractors to the extent that this is necessary to fulfill contractual obligations or for data to be processed in the order.

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The data subject has the possibility to revoke consent for the handling of personal data at any time from PayPal. A revocation shall not have any effect on personal data which must be processed, used or transmitted in accordance with (contractual) payment processing.

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The applicable data protection provisions of PayPal may be retrieved under https://www.paypal.com/us/webapps/mpp/ua/privacy-full.

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Data protection provisions about the application and use of HotJar

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On this website, the controller has integrated HotJar. HotJar is an analytics service that helps us track the users’ behavior on our website. It records their behavior, such as which links users tend to click and which parts of the website they pay attention to. It also records anonymized behavior on the website, that is, showing how people move the mouse over the page and how they scroll the page. This information helps us see the behavior of the users on the website and fine-tune it to better

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suit the users’ needs.

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The operating company of HotJar is Hotjar Ltd Level 2, St Julians Business Centre, 3, Elia Zammit Street, St Julians STJ 3155, Malta, Europe, +1 (855) 464-6788, support@hotjar.com

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Further information and the applicable data protection provisions of HotJar may be found on https://www.hotjar.com/legal/compliance/gdpr-commitment

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21. Legal basis for the processing

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Art. 6(1) lit. a GDPR serves as the legal basis for processing operations for which we obtain consent for a specific processing purpose. If the processing of personal data is necessary for the performance of a contract to which the data subject is party, as is the case, for example, when processing operations are necessary for the supply of goods or to provide any other service, the processing is based on Article 6(1) lit. b GDPR. The same applies to such processing operations which are

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necessary for carrying out pre-contractual measures, for example in the case of inquiries concerning our products or services. Is our company subject to a legal obligation by which processing of personal data is required, such as for the fulfillment of tax obligations, the processing is based on Art. 6(1) lit. c GDPR.

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In rare cases, the processing of personal data may be necessary to protect the vital interests of the data subject or of another natural person. This would be the case, for example, if a visitor were injured in our company and his name, age, health insurance data or other vital information would have to be passed on to a doctor, hospital or other third party. Then the processing would be based on Art. 6(1) lit. d GDPR.

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Finally, processing operations could be based on Article 6(1) lit. f GDPR. This legal basis is used for processing operations which are not covered by any of the abovementioned legal grounds, if processing is necessary for the purposes of the legitimate interests pursued by our company or by a third party, except where such interests are overridden by the interests or fundamental rights and freedoms of the data subject which require protection of personal data. Such processing operations are

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particularly permissible because they have been specifically mentioned by the European legislator. He considered that a legitimate interest could be assumed if the data subject is a client of the controller (Recital 47 Sentence 2 GDPR).

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22. The legitimate interests pursued by the controller or by a third party

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Where the processing of personal data is based on Article 6(1) lit. f GDPR our legitimate interest is to carry out our business in favor of the well-being of all our employees and the shareholders.

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23. Period for which the personal data will be stored

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The criteria used to determine the period of storage of personal data is the respective statutory retention period. After expiration of that period, the corresponding data is routinely deleted, as long as it is no longer necessary for the fulfillment of the contract or the initiation of a contract.

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24. Provision of personal data as statutory or contractual requirement; Requirement necessary to enter into a contract; Obligation of the data subject to provide the personal data; possible consequences of failure to provide such data

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We clarify that the provision of personal data is partly required by law (e.g. tax regulations) or can also result from contractual provisions (e.g. information on the contractual partner).

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Sometimes it may be necessary to conclude a contract that the data subject provides us with personal data, which must subsequently be processed by us. The data subject is, for example, obliged to provide us with personal data when our company signs a contract with him or her. The non-provision of the personal data would have the consequence that the contract with the data subject could not be concluded.

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Before personal data is provided by the data subject, the data subject must contact any employee. The employee clarifies to the data subject whether the provision of the personal data is required by law or contract or is necessary for the conclusion of the contract, whether there is an obligation to provide the personal data and the consequences of non-provision of the personal data.

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25. Existence of automated decision-making

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As a responsible company, we do not use automatic decision-making or profiling.

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We consider a two-dimensional dynamical system of the form

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is a smooth function. A trajectory of this system is some smooth function with values in which satisfies this differential equation. Such a trajectory is called closed (or periodic) if it is not constant but returns to its starting point, i.e. if there exists some such that for all . An orbit is the image of a trajectory, a subset of . A closed orbit, or cycle, is the image of a closed trajectory. A limit cycle is a cycle which is the limit set of some other trajectory.

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By the Jordan curve theorem, every closed trajectory divides the plane into two regions, the interior and the exterior of the curve.

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Given a limit cycle and a trajectory in its interior that approaches the limit cycle for time approaching , then there is a neighborhood around the limit cycle such that all trajectories in the interior that start in the neighborhood approach the limit cycle for time approaching . The corresponding statement holds for a trajectory in the interior that approaches the limit cycle for time approaching , and also for trajectories in the exterior approaching the limit cycle.

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In the case where all the neighbouring trajectories approach the limit cycle as time approaches infinity, it is called a stable or attractive limit cycle (ω-limit cycle). If instead all neighbouring trajectories approach it as time approaches negative infinity, then it is an unstable limit cycle (α-limit cycle). If there is a neighbouring trajectory which spirals into the limit cycle as time approaches infinity, and another one which spirals into it as time approaches negative infinity, then it

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is a semi-stable limit cycle. There are also limit cycles which are neither stable, unstable nor semi-stable: for instance, a neighboring trajectory may approach the limit cycle from the outside, but the inside of the limit cycle is approached by a family of other cycles (which wouldn't be limit cycles).

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Stable limit cycles are examples of attractors. They imply self-sustained oscillations: the closed trajectory describes perfect periodic behavior of the system, and any small perturbation from this closed trajectory causes the system to return to it, making the system stick to the limit cycle.

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Every closed trajectory contains within its interior a stationary point of the system, i.e. a point where . The Bendixson–Dulac theorem and the Poincaré–Bendixson theorem predict the absence or existence, respectively, of limit cycles of two-dimensional nonlinear dynamical systems.

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Finding limit cycles in general is a very difficult problem. The number of limit cycles of a polynomial differential equation in the plane is the main object of the second part of Hilbert's sixteenth problem. It is unknown, for instance, whether there is any system in the plane where both components of are quadratic polynomials of the two variables, such that the system has more than 4 limit cycles. https://en.m.wikipedia.org/wiki/Limit_cycle

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apples orange bananas

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Walter Benjamin once said that a child’s first experience of the world is not his realization that \\\"\"adults are stronger but rather that he cannot make magic,” The statement was made under the influence of a twenty-milligram dose of mescaline, but that does not make it any less salient.

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It is, in fact, quite likely that the invincible sadness that sometimes overwhelms children is born precisely of their awareness that they are incapable of magic. What ever we can achieve through merit and effort, cannot make us truly happy. Only magic can do that.

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This did not escape the childlike genius of Mozart, who clearly indicated the secret solidarity between magic and happiness in a letter to Jopseph Bullinger: \\\"\"To live respectably and to live happily are two very different things, the latter will not be possible for me without some kind of magic; for this something truly supernatural would have to happen.”

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Like creatures in fables, children know that in order to be happy it is necessary to keep the genie in the bottle at one’s side, and have the donkey that craps gold coins or the hen that lays golden eggs in one’s house. And no matter what the situation, it is much more important to know the exact place and the right words to say than to take the trouble to reach a goal by honest means.

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Magic means that precisely no one can be worthy of happiness and that, as the ancients knew, any happiness commensurate with man is always hubris; it is always the result of arrogance and excess. But if someone succeeds in influencing fortune through trickery, if happiness depends not on what one is but on a magic walnut or an \\\"\"Open sesame!” — then and only then can one consider oneself to be truly andblessedly happy.

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This childlike wisdom affirms that happiness is not something that can be deserved, has always been met with the objections of official morality. Take the words of Kant, the philosopher who was least capable of capable of understanding the difference between living with dignity and living happily: \\\"\"That in you which strives towards happiness is inclination, that which then limits this inclination to the condition of your first being worthy of happiness is your reason.” But we (or the child within us) wouldn’t know what to do with happiness of which we were worthy.

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What a disaster if a woman loved you because you deserved it! And how boring to receive happiness as the reward of work well done. That the bond linking magic and happiness is not simply immoral, that it can indeed testify to a higher ethics, is shown in the ancient maxim that whoever realizes he is happy has already ceased to be so. This means that happiness has a paradoxical relationship with its subject.

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Someone who is happy cannot know that he is; the subject of happiness is not a subject per se and does not obtain the form of consciousness or of a conscience, not even a good one. Here magic appears as an exception, the only one that allows someone to be happy and to know that he is. Whoever enjoys something through en- enchantment escapes from the hubris implicit in the consciousness of happiness, since, in a certain sense, the happiness that he knows he possesses is not his.

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Thus when Zeus assumes the likeness of Amphitryon and unites with beautiful Alcmene, he does not enjoy her as Zeus, nor even despite his appearances, as Amphitryon. His enjoyment lies entirely in enchantment, and only what has been obtained through the crooked paths of magic can be enjoyed consciously and purely. Only someone who is enchanted can say \\\"\"I” with a smile, and the only happiness that is truly deserved is the one we could never dream of deserving.

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That is the ultimate reason for the precept that there is only one way to achieve happiness on this earth: to believe in the divine and not to aspire to reach it (there is an ironic variation of this in a conversation between Franz Kafka and Gustav Janouch, when Kafka affirms that there is plenty of hope— but not for us). This apparently ascetic thesis becomes intelligible only if we understand the meaning of this \\\"\"not for us.” It means not that happiness is reserved only for others (happiness is precisely, for us) but that it awaits only at the point where it was not destined for us.

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That is: happiness can be ours only though magic. At that point, when we have wrenched it away from fate, happiness coincides entirely with our knowing ourselves to be capable of magic, with the gesture we use to banish that childhood sadness once and for all. If this is so, there is no other happiness than feeling capable of magic, then Kafka’s enigmatic definition of magic becomes clear. He writes that if we call life by its right name, it comes forth, because \\\"\"that is the essence of magic, which does not create but summons.”

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This definition agrees with the ancient tradition scrupulously followed by kabbalists and necromancers, according to which magic is essentially a science of secret names. Each thing, each being, has in addition to its manifest name, another, hidden name to which it cannot fail to respond.

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To be a magus means to know and evoke these archi-names. Hence the interminable discussions of names (diabolical or angelic) through which the necromancer ensures his mastery over spiritual powers. For him, the secret name is the only seal of his power of life and death over the creature that bears it. But according to another, more luminous tradition, the secret name is not so much a cipher of the thing’s subservience to the magnus’s speech as, rather, the monogram that sanctions its liberation from language.

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The secret name was a name by which the creature was called in Eden. When it is pronounced, every manifest name—the entire Babel of names—is shattered. That is why, according to the doctrine, magic is a call to happiness. The secret name is a gesture that restores the creature to the unexpressed. In the final instance, magic is not a knowledge of names but a gesture, a breaking free from the name.

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That is why a child is never more content than when he invents a secret language. His sadness comes less from ignorance of magic names than from his own ability to free himself from the name that has been imposed on him. No sooner does he succeed, no sooner does he invent a new name, than he holds in his hands thelaissez-passer that grants him happiness. To have a name is to be guilty. And justice, like magic, is nameless. Happy, and without a name, the creature knocks at the gates of the land of the magi, who speaks in gestures alone.

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will you ever want to talk to my capabilities

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Nation Media Group reporter Walter Menya's arrested has brought to the fore the conversation on press freedom and passed cases of harassment of journalists in this country. We thought we'd take a look at a few cases in the recent past. Latest News DCJ Philomena Mwilu charged over abuse of office for personal interest and failure to pay taxes President Uhuru Kenyatta signs multi-billion shilling deal with U.S companies Kiambere residents demonstrate against water shortage and lack of electricity. 5 people escape death in a truck accident along Nairobi - Nakuru highway A suspected thief in Kitengela falls in a manhole County officials in Kajiado sign performance contract to monitor service Governors meet in Makueni to take stock of Devolution NLC Chair, Muhammad Swazuri granted office access by the anti-graft court Garissa Governor Ali Korane arrested over attack on ex-finance minister My Job: Graduate from kenyatta University selling water in Eastleigh Uhuru market traders

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accuse police, administrators handing market to outsiders Three killed, four injured in Riat accident Two former commissioners denied access to IEBC Dandora residents accuse police of extra-judicial killings Sports PS given 7 days to explain ministry's irregular expenditure Supreme court judge in the soup for engaging in graft Ipsos: We stand by our corruption survey report Governors meet in Makueni to take stock of devolution EAPCC planning to sell part of Athi River land to plug financial holes Matatu operators call off Wednesday boycott after talks with Treasury PS Kaberia given 14 days to furnish PAC committee with details on 1.7B spending West Pokot Government to back eradication of retrogressive practices 3 Dead, 4 injured as passenger van overturned in Kisumu

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@destroytoday: GitHub is really good at visualizing burnout. https://t.co/OdncS2UK66

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I love a good, simple #dataviz aesthetic! The elevation of #Montreal: https://t.co/rnEpv4UCMF https://t.co/jPny1QF6WP

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Come join us for this month's @DataIsBeautiful #dataviz competition. This month we're looking for creative ways to… https://t.co/uysfLaNWBz

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@ieeevis: Scalable Insets (https://t.co/T63wUYOZFp) is a new technique for visually exploring many but sparsely-distributed patterns in…

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Won the Alexa prize - no code though? https://t.co/wqrfdFyNIq

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@jonathanfly: I'm trying to parse 'personalized product reviews' here - is this a euphemism for fake reviews or is there a use case help…

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@pronounced_ing: Turns out bats talk and 60% of what they say is arguments, including a whole category of calls for "males making unwant…

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@scott_bot: WIRED is using something called writing, a skill commonly taught in humanities departments, to explain overlapping "methods"…

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Twitter account analysis shows that many accounts opposing Houston Rockets GM @dmorey were created very re… https://t.co/UceKGCRq7y #dataviz

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Staghorn Sumac Leaves During the Fall Color Change [OC] https://t.co/bF71cOPmvx #dataviz

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Summer Share Price Performance for Uber, Lyft, Zoom, Pinterest & Slack [OC] https://t.co/saG3Rtp8eU #dataviz

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A watched model never trains

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What your money would be worth now if you had invested $100 in these summer IPOs. #dataviz #investing… https://t.co/B2PyxiL4J2

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Didn’t read the article, but I could see how it would/could easily happen. Kids might do it just for shits and gigg… https://t.co/4is3MTsG3T

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Benefit of drying onions on the roof, I can plant all the bases at once. @ Dahab https://t.co/F0WYfppa6H

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@hardmaru: @Citibank @jpmorgan @GoldmanSachs @SenseTime_AI @CUHKofficial I feel this story is important, because these firms have deep c…

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@hardmaru: U.S. Blacklists 28 Chinese Entities Over Abuses in Xinjiang The list also includes AI, voice recognition & data companies th…

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We need a world where we all are not powered by fossil fuels. As a thought experiment, remove fossil fuels from s… https://t.co/4Fe6U0w8zg

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@simonw: SQL Murder Mysteries is a really fun exercise by @knightlab for people who are learning SQL, built around a SQLite database. I…

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@flngr: Microsoft SandDance "created with open source libraries, using Vega for cha layout and Deckgl for WebGL rendering" (there is a…

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@gdb: A reporter's reaction GPT-2: "And because GPT-2 was an inspired mimic, expertly capturing The New Yorker’s cadences and narrative…

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@dr_tj: Using @observablehq for my interactive graphics notes has been a blast. Interaction is great for explanations. #gfx https://t.co

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That's how I visualize virtuosos setting all sorts of parameters on their ML models https://t.co/jB7NkIZ3NM

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@kellabyte: I’ve been saying for years the architecture of Redis has been poorly designed in it’s single threaded nature among several o…

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@maria_fibonacci: - Make each program do one thing well. - Expect the output of every program to become the input to another, as yet unk…

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@AIM_AIValue: Great Masterclass @emlyon Paris campus this evening with Prof Charles Hofacker! Cc @oliviercat @seinecle https://t.co/QwoM

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@CSchmert: @randal_olson Adding UN forecasts for 2020+ and standardization for age structure... https://t.co/B2eluRXkMs https://t.co/lP

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@CarolineGruyter: Very good: how the rich in the US paid less and less taxes over the years. From a new book by @gabriel_zucman https://…

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[Topic][Open] Open Discussion Monday — Anybody can post a general visualization question or sta a fresh … https://t.co/jUzuOgvzWL #dataviz

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Staghorn Sumac leaves during the #Fall color change. #dataviz https://t.co/zHavIa4hHh https://t.co/9B3sI93Y8x

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@TensorFlow: Stylize images with arbitrary styles in #TensorFlow. We released a model on #TFHub, try it out yourself in our new Colab!…

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Sub here if you like this kind of thing: https://t.co/2NjL7R5krc

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I’m rebooting my newsletter of Things I Think Are Awesome, with AI art, vis, TV & book recs, and a poem. Hopefully… https://t.co/VauP6Haa3d

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@gabriel_zucman: In 1950, the ultra-wealthy paid 70% of their income in taxes. In 2018, for the first time, they paid less than every o…

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the emotional labor of cooking for the family. "It's so much more than cooking - The Week” https://t.co/6jyv29qATi

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@hardmaru: Neural Turtle Graphics for Modeling City Road Layouts Are you old enough to remember learning Turtle Graphics and LOGO progr…

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@pcmasuzzo: A little reminder that social networking sites are not the same as #openaccess repositories. Also, the reasons why I ditched…

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[OC] Violent crime rate in East Palo Alto, California (1985-2018) https://t.co/NNaTNPxFXn #dataviz

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Game of Thrones: Ratings across the Seasons [OC] https://t.co/J9XpeYsgOR #dataviz

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London's Changing Population [OC] https://t.co/xzXchqcvLv #dataviz

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@katecrawford: This thread is essential reading on police violence, data, and predictive policing 👇 https://t.co/uYqhDx1ltT

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Percentage of each state that follow that state's subreddit [OC] https://t.co/2EWDQ3b44H #dataviz

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Sex Ratio by World Region 1950-2019 [OC] https://t.co/UDrAO0zio9 #dataviz

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Countries with the Largest Defense Budgets [OC] https://t.co/k4LmHku37n #dataviz

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#WW2 still leaving a mark on #Europe’s population over half a century later. #dataviz https://t.co/EuADwCdlkl https://t.co/GNSE69aLyC

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1. First language: VBA 2. Had difficulties: all ! 3. Most used: Java 4. Totally hate: Javascript 5. Most loved: Jav… https://t.co/GmViQPOCG1

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@ecoworkshop: @meedabyte current strategies: parent. research. grieve. discuss. act as generational bridge to elders whose work may be h…

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Try to impeach this? A redesign of the now-infamous 2016 election map, focusing on votes instead of land a… https://t.co/yGEiXI5xfG #dataviz

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[OC] Trump tweets by day-of-week (revised after community comments) https://t.co/kOUugaId6x #dataviz

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The United States of PB&J: Where do the ingredients of your PB&J come from? #dataviz https://t.co/vHmal7NNE1 https://t.co/fyGNcZ9p3o

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Hello again, unresolvable AI research requirements.txt file. :(

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Giving myself a crash course on pronoun coreference SOTA, and found there are a few french tools (via DH folks) for… https://t.co/hua9VaPPd3

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@_inesmontani: I built another @streamlit app (~250 lines of code 🤯), this time for https://t.co/j3J6mQ9xJf! ✨ View datasets, annotatio…

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@rafnuss: Thanks to @LeafletJS, @plotly_js,@nodejs and @bielfrontera (Leaflet.TimeDimension), I managed to build a website to view/int…

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@fran6wol: @seinecle What about Framadate? https://t.co/cuykf5SOcF

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I root for Doodle who tries to monetize useless options the hardest they can, while I stick to their basic free fea… https://t.co/iDEmmKZFlc

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But I digress. Thank you @SEDart4 for your Integrity. It should not have come at cost. But I hope that one day… https://t.co/1RDHP1JbIX

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The most integrated beings I work with are generally things we consider as "lower order”. Yet for me they demonst… https://t.co/2Wkm8D0kur

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Then collaboration can flow more easily, especially when the Value systems they have integrated connect well with your own.

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And it is unlikely that people are deeply integrated on everything. But if you can be sure that someone will say… https://t.co/zxH7tAnde0

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That’s not to say High Integrity people are perfect. We all have differing Values, and Integrity does not necessari… https://t.co/hMylLLHvEO

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High Integrity people are rarely popular with power structures - either crowd or industry. When people say shit l… https://t.co/OyYykJk7wh

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High Integrity is amongst my recruitment criteria - as it means that what people say is what they do. That they won… https://t.co/xphQuJwly1

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When loss of integrity becomes a prerequisite for survival. The system corrupts and rots from within. Power Norms… https://t.co/pyDSBIeBoI

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A great example of why Integrity and Heirarchy don’t mix. If one acts in accordance with Values in an unequal sys… https://t.co/fSqo0p2B5T

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@jeremyphoward: Beautiful and interesting new project from @ideami . Deep learning loss landscapes, visualized. See the "method" sectio…

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@runwayml: Check out the new @runwayml x @Photoshop plugin and sta integrating RunwayML with the tools you use every day 🙌 🖇️https://…

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In America, young adults are now more likely to live with parents than spouses [OC] https://t.co/Mf5PfWBA8S #dataviz

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Sex Ratio Europe 15-64 Year olds [OC] https://t.co/CjfEs0bVg3 #dataviz

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[OC] Tennis Grand Slams - Men's Singles Champions - 1946 to 2019 https://t.co/Ccvbr8KBCN #dataviz

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Try to impeach this? A redesign of the infamous 2016 US Presidential election map, focusing on votes instead of lan… https://t.co/WZwkC2LyVu

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Funemployed and playing with @Rasa_HQ bot building - I love that i can just say "rasa visualize” and get this. https://t.co/pcE6OEJuEZ

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#dustdrawer prototype mk. 5? Wood panel and plastic. Thanks to Tanuj for the help. @ Dahab https://t.co/8xCSm796DJ

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destructuring in es6 is cool.

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Comparing the todo-list app in React (hooks) and Vue, by @sunilsandhu https://t.co/dU95r6A0Ti

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@_conradsleet: biggest plot twist of my generation https://t.co/btYNWfb9qA

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@ensode: This is going to be so helpful. No more firing up the debugger to figure out what specific field is causing the NPE. https://t.…

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New prototype of the #dustdrawer, so you can literally sweep dust under the rug? Why do this? Because I get rea… https://t.co/iegORZozIR

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@kathyra_: to those who code by drawing in Paint and then running it through an OCR: do you use the brush tool, or pencil tool? i normal…

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@roadrunning01: Unsupervised Doodling and Painting with Improved SPIRAL pdf: https://t.co/iH9yyyX4Gj abs: https://t.co/KIxQTiaGYU intera…

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An old text by Bruno Latour on visualization. Hard to read, but inspiring as usual. Surely inspiring to the… https://t.co/Mt3K4rWEuj

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@mrdbourke: @streamlit looks absolutely phenomenal! One of the hard with ML is making your models available as tools to others through…

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@TarletonG: Just posted, Content Moderation: A Reading List. For all who study, teach about, or care about content moderation and platfo…

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@spacy_io: Out now: spaCy v2.2! 🎁 Core models for Norwegian & Lithuanian 🌷 Dutch NER with more labels 💾 5-10× smaller install on disk…

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@subcutanean: Announcing Subcutanean: a queer horror novel of impossible architecture where no two copies are the same. https://t.co/bgU

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Everyone, Everywhere is Living Longer [OC] https://t.co/qQV7vGM41a #dataviz

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The Sex Ratio of Regions in Europe [OC] https://t.co/tN03lKwZJb #dataviz

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[OC] Word Cattle Inventory https://t.co/e44szuPT9W #dataviz

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This map shows how ZIP codes are organized in the US. #dataviz https://t.co/EwOFhXIQ6t https://t.co/QBWqH8zUXH

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@AlbertoCairo: OK, time for a thread about this map. As I've said, this is the first case in 'How Charts Lie'. The book comes out two w…

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Where there are more women than men in #Europe (and vice versa). #dataviz https://t.co/7qxJ6zJALh https://t.co/0TPeZooj8a

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@W_R_Chase: 🎨👨‍🎨New 12 Months of a post!! Read about flow fields, curl noise, particles, and more! #rstats #aRt Blog: https://t.co/to

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Mood. https://t.co/W9CGWBpn6J

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@DiegoKuonen: "AI is not about replacing the human with a robot. It is about taking the robot out of the human." @usamaf (as intervie…

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Streamlit seems like a great way to quickly get up interactive data display and exploration in a browser - like Shi… https://t.co/78xBIVxpP3

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@BenFMaier: Our paper on "Netwulf" was just published in @JOSS_TheOJ! Netwulf is a Python/JavaScript-package allowing you to interactive…

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Turn Rubbish into Nature https://t.co/5at7eLR4sG

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@michikokakutani: Hannah Arendt in "The Origins of Totalitarianism”: "totalitarianism in power invariably replaces all first-rate talent…

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A former student who took my Python classes: "Learning how to code made me fall into the machine learning field alt… https://t.co/7ba8NxsYma

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@dvdgrs: For reference, I think there's a long way to go from here: https://t.co/dMiOrkIJgC to maliciously exploiting natural language g…

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Light Speed – fast, but slow [OC] https://t.co/hQvtUPIutq #dataviz

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American Baby Girls' Names You Don't Hear Anymore [OC] https://t.co/upU4ZnRbvg #dataviz

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Putting light speed into context. #space Great #dataviz work by @physicsJ. https://t.co/u9zQ5ZwmaJ https://t.co/5n9sCfHawB

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@hunterscott: One of the more mesmerizing things I've built. https://t.co/5JiDzbbj3y

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Playing ‘Untitled Goose Game’ is the new punching a wall. https://t.co/QjGBrlRzLP

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@minimaxir: New blog post up! I played a bit with the new CTRL model to see how well it could generate "fake news", and the results are…

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To be held and propelled in each space I move through, in the service of each community I encounter, and served and… https://t.co/12nui1jEbc

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Personally I’d like to take an alternative approach to travel. I want to make slow migrations between the UK and… https://t.co/TAWZRwVNrH

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But also we need to focus our attention on the Largest contributors. We keep focussing on the easy jet holidays o… https://t.co/PS2hr5ccM3

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If we are to move towards better behaviors we need better choices. The devil is in the defaults.

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Alternatives to flights are not only longer and more hassle, but also more expensive. There is a high Penalty for… https://t.co/YhqyzLRHkV

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Basics around Flights. If I want to visit my family in the UK (I live in Egypt) getting there involves without ca… https://t.co/t2nsZiI84X

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They are best placed to do it, they know where they’ve been, they know what they’ve done. Corporations have right… https://t.co/sXyGMv0xqQ

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Make their entire business about cleaning up after themselves.

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As long as incentive to cheat outweighs Penalty for getting caught then this shit gonna keep repeating. Don’t fin… https://t.co/RuA3PJc4Kt

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Our collective adaptive capacity is dependent on us providing suppo for inventors and researchers - in fact IMHO… https://t.co/FcRkajPK0A

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Very close to my hea this one. I’m a rare inventor to come from a working class/middle class background. If y… https://t.co/HP7Q9qQ36K

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Writing my PhD thesis [OC] https://t.co/dHbt8zUsKG #dataviz

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[Lounge] This week is a Bye Week for the DatViz Battles. Use this thread for off-topic discussion, smack t… https://t.co/UjdjPQL4Cn #dataviz

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[OC] Visualizing a Neural Network Controlling an Interplanetary Spacecraft Trajectory https://t.co/wsEjRVgaTG #dataviz

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#Technology adoption in US households, 1860-today. #dataviz https://t.co/9i2D2aDe4m https://t.co/CYYuRvemsl

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Any confirming or diverging opinion? https://t.co/R6kfDADyLd

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A Magritte and a Marcel Duchamp at once: https://t.co/73o085BDPh

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@rickwallace: @AlbertoCairo @jacobandrewlong Laughing at how ridiculous this looks. https://t.co/1cd7mg6pLA

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@haszombiesinit: WHAT https://t.co/KeQMjQ0MfX

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@phirephoenix: I have played the angry goose game and it is hella cathartic and good, and also I’m here to tell you that googling answer…

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Going to a research library specializing in field X. At the registration desk, having to explain at length / justif… https://t.co/unrX7iNFKu

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@lucasgonzalez: @exiledsurfer @jaycousins I wonder... A demonstration-ful of people, not in the streets of say Toronto but in the woods,…

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@lucasgonzalez: @jaycousins @exiledsurfer So... is the future of people to hear the call of forests? @GretaThunberg has allowed those wh…

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Federal Land Ownership % by US State [OC] https://t.co/uw8QvXpEsA #dataviz

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Technology adoption in US households [OC] https://t.co/8aCAgz880s #dataviz

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American Baby Boys' Names You Don't Hear Anymore [OC] https://t.co/IA8PEzzdqb #dataviz

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@ZoeSTodd: Look at this cool pollinator contributing to our collective well-being without needing hedgefunds or PACs or PR/Crisis Manage…

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@GwendolynHuot: @FantasticFungi A sketch of "The Fungal Queendom" from @jaycousins on Game B Facebook Group (hopefully you are OK with m…

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Corrected link: https://t.co/1T3RIxfDbl. Repo: https://t.co/lzKckC5IhO h/t @dvdgrs https://t.co/Z04Iu7lNNd

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Federal land ownership by US State. #dataviz https://t.co/E8HehSilVN https://t.co/ErEKTQXBka

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@B_is4blockchain: Inspired by #contextcraft to experiment with seed drying containers https://t.co/O76gYnYTeQ

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Testing beeswax combined with #prototape to stick pictures to wall and improvise frames. #contextcraft @ Dahab https://t.co/NszejwzosX

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In my @bookofcircles I explain in the Introduction how the circle has served as an organizing principle for numerou… https://t.co/XAR5AXYhnA

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Coloring Venice's streets by prefix [OC] https://t.co/hOr6nBNF7y #dataviz

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US foreign-born population in 1900 compared to today [OC] https://t.co/Skcda42ufO #dataviz

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Watch @Uber take over the #NYC #taxi cab industry. #dataviz https://t.co/JUhqyFQOwz https://t.co/MJG5VlFCRu

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This image got a few good laughs from the audience in Moscow #MBLT19 when mentioning the Gestalt law of proximity.… https://t.co/UUoxYCnRRE

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From my talk in Moscow at #MBLT19 Thanks @LoryDoc87 https://t.co/y1cQB3CoAu

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@cristianaparada: I have set up jupyter notebooks with the incredible spacy free course from @_inesmontani https://t.co/DMbSqaIQ2a

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@kashanacauley: We’ve all been there, Karen. https://t.co/59A9ebwr1s

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@Miles_Brundage: Totally crazy that you can squeeze BE down to 7 MB without much drop in performance - "Extreme Language Model Compres…

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@jonathanfly: The Digital Ludeme Project reconstructs ancient games with AI, modelling rule-sets to find ones that match historical know…

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@M_Karimjee: Uhhh I am actually weeping after finishing this letter of resignation from the board of Macdowell by Michael Chabon. It is…

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lol. cross-genre skills. "Opinion | The Whistle-Blower's Guide to Writing” - The New York Times https://t.co/kiXFIFseMO

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[OC] How Uber took over New York City - redux https://t.co/QJ3pwjXxcJ #dataviz

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Path of the sun over the UK on the summer solstice, spring/autumn equinox and winter solstice [OC] https://t.co/I5moJwEL0p #dataviz

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[OC] How Uber took over New York City https://t.co/VkETFqb31m #dataviz

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@Datawrapper: 🚨 We're hiring! A nice office culture, an education budget, team retreats and a big data vis library are waiting for you.…

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From waste to resource. Maximizing material flows in house, starting from awareness. Compost flows from chopping… https://t.co/figxhrgRDt

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It is ridiculously cool that i can look at a png inline on a remote machine using iterm + ssh. https://t.co/041IBnGplb

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Wow, I had no idea there were so many libs in @p5xjs now, especially for UI design, 2d drawing, data vis (maps, too… https://t.co/XQfE5UWyCW

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@Nxoor: @zinjanthropus13 I hope that those protesting in Europe and America realise that their safety from death, torture and imprisonme…

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@StrongDuality: Another update regd. CTRL: Added in https://t.co/DTuT0saJUS : 1. (experimental) suppo for PyTorch inference 2. code…

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NER on french legal texts. https://t.co/CYW4ANd8z7

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Thanks. That’s a beautiful way to sta the day. We’ve just started experimenting with prototape here for decorat… https://t.co/hB1oW15OJQ

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Center of Population of European Countries [OC] https://t.co/gQRglK4XPY #dataviz

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[OC] Melbourne's Water Use During the 2018 AFL Grand Final https://t.co/25WNIqszlY #dataviz

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@Thom_Wolf: 🤗Transformers 2.0💥 State-of-the-a NLP in TensorFlow 2.0/PyTorch 8 architectures 33 trained models 102 lang. Seamlessly p…

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@peteskomoroch: The conventional wisdom is to train, deploy, and iterate on ML models in production as often as possible. In practice, t…

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@DrBeef_: I've been trying to use a language generation model (GPT-2) to make sketches. The process is heavily inspired by Sol LeWitt's…

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@Eric_Wallace_: Introducing AllenNLP Interpret: a demo/toolkit for interpreting NLP models. Adversarial attacks, saliency maps, etc. fo…

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@Marghe_PAGANI: A special welcome to the excellent students attending the second edition of the MSc in #DigitalMarketing and #DataScienc…

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@jeremyphoward: Interesting paper - studies similar issues to https://t.co/Rlj1TNgy8n but with a somewhat different focus. It adds some…

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Inspired by recent Blade Runner barcode - both films together [OC] https://t.co/aRLKOrapjT #dataviz

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Clustering in John Snow's Classic 1854 London Cholera Outbreak Dataset, 3D [OC] https://t.co/k8uZ26OxrC #dataviz

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Two month's worth of pain after IUD insertion [OC] https://t.co/AIr8dJov7H #dataviz

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Coloring #Toronto's roads by designation. #dataviz More cities + #OpenSource code at https://t.co/jUJkMm5uRs https://t.co/2qd548lWoF

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@ctrlzee Hi Mark, thought you might find this interesting based on your recent articles on Ive leaving Apple: https://t.co/cFpivUcs7i

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Hot off the press on Kenedict's blog! What's the effect of Chief Design Officer Jony Ive leaving Apple on the firm'… https://t.co/gDzayBMdmK

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I lasted less than 24 hours without corporate VMs for deep learning work. Time to get out the credit card.

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@noCSdegree: Here are all 21 interviews with successful developers that don't have CS degrees (in chronological order.) THREAD 👇

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@roadrunning01: Interactive Sketch & Fill: Multiclass Sketch-to-Image Translation pdf: https://t.co/i7RjB5M8gX abs: https://t.co/l5qxE2O

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@memotv: @rossgoodwin Reminded of Haraway :) It matters what matters we use to think other matters with; it matters what stories we tell…

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@superhoge: Three.js new feature InstancedMesh + instance color + Physics. All the boxes are rendered with just one drawcall by using in…

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@algoritmic: Voidcall – Making of a WebGL Real-time Strategy game in 13kb of JavaScript https://t.co/HHNFNYykkQ by @phoboslab https://t.…

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I got the Untitled Goose Game yesterday to work thru a bad mood. It’s perfect. https://t.co/EBegEYMKSB

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@QuantStack: Check out our latest blog post: Interactive GIS in @ProjectJupyter with #ipyleaflet by @SylvainCorlay and @martinRenou. h…

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Doesn’t work with Capitalism or Patriarchy unfortunately. https://t.co/cM0XQfnqfP

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One hundred years of British politics [OC] https://t.co/9wo8zl7N1x #dataviz

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We have a national duty next year to vote out this menace that plagues our government. Don't listen to the media a… https://t.co/YFPD5XxDQS

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Today is #NationalVoterRegistrationDay for the USA. Please, if you haven't registered already or know someone who h… https://t.co/qjXPAYrecd

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Intentional #homicide rates in #Europe. #dataviz For comparison, USA was 5.4 (victims per 100k population).… https://t.co/dziyZZu1JT

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@yoavgo: this is a neat work, but we are really starting to stretch the meaning of the word "annotation" a bit too thin (a trend that st…

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@destroytoday: GitHub is really good at visualizing burnout. https://t.co/OdncS2UK66

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I love a good, simple #dataviz aesthetic! The elevation of #Montreal: https://t.co/rnEpv4UCMF https://t.co/jPny1QF6WP

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Come join us for this month's @DataIsBeautiful #dataviz competition. This month we're looking for creative ways to… https://t.co/uysfLaNWBz

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@ieeevis: Scalable Insets (https://t.co/T63wUYOZFp) is a new technique for visually exploring many but sparsely-distributed patterns in…

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@ieeevis: A visual interface for wrangling network data from @visdesignlab, available at https://t.co/uVbtmYbvor. @accidental_PhD @carol…

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Won the Alexa prize - no code though? https://t.co/wqrfdFyNIq

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@jonathanfly: I'm trying to parse 'personalized product reviews' here - is this a euphemism for fake reviews or is there a use case help…

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@pronounced_ing: Turns out bats talk and 60% of what they say is arguments, including a whole category of calls for "males making unwant…

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@scott_bot: WIRED is using something called writing, a skill commonly taught in humanities departments, to explain overlapping "methods"…

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Twitter account analysis shows that many accounts opposing Houston Rockets GM @dmorey were created very re… https://t.co/UceKGCRq7y #dataviz

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Staghorn Sumac Leaves During the Fall Color Change [OC] https://t.co/bF71cOPmvx #dataviz

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Summer Share Price Performance for Uber, Lyft, Zoom, Pinterest & Slack [OC] https://t.co/saG3Rtp8eU #dataviz

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A watched model never trains

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What your money would be worth now if you had invested $100 in these summer IPOs. #dataviz #investing… https://t.co/B2PyxiL4J2

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Didn’t read the article, but I could see how it would/could easily happen. Kids might do it just for shits and gigg… https://t.co/4is3MTsG3T

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Benefit of drying onions on the roof, I can plant all the bases at once. @ Dahab https://t.co/F0WYfppa6H

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@hardmaru: @Citibank @jpmorgan @GoldmanSachs @SenseTime_AI @CUHKofficial I feel this story is important, because these firms have deep c…

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@hardmaru: U.S. Blacklists 28 Chinese Entities Over Abuses in Xinjiang The list also includes AI, voice recognition & data companies th…

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We need a world where we all are not powered by fossil fuels. As a thought experiment, remove fossil fuels from s… https://t.co/4Fe6U0w8zg

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@simonw: SQL Murder Mysteries is a really fun exercise by @knightlab for people who are learning SQL, built around a SQLite database. I…

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@flngr: Microsoft SandDance "created with open source libraries, using Vega for cha layout and Deckgl for WebGL rendering" (there is a…

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@gdb: A reporter's reaction GPT-2: "And because GPT-2 was an inspired mimic, expertly capturing The New Yorker’s cadences and narrative…

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@dr_tj: Using @observablehq for my interactive graphics notes has been a blast. Interaction is great for explanations. #gfx https://t.co

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That's how I visualize virtuosos setting all sorts of parameters on their ML models https://t.co/jB7NkIZ3NM

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@kellabyte: I’ve been saying for years the architecture of Redis has been poorly designed in it’s single threaded nature among several o…

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@maria_fibonacci: - Make each program do one thing well. - Expect the output of every program to become the input to another, as yet unk…

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@AIM_AIValue: Great Masterclass @emlyon Paris campus this evening with Prof Charles Hofacker! Cc @oliviercat @seinecle https://t.co/QwoM

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@CSchmert: @randal_olson Adding UN forecasts for 2020+ and standardization for age structure... https://t.co/B2eluRXkMs https://t.co/lP

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@CarolineGruyter: Very good: how the rich in the US paid less and less taxes over the years. From a new book by @gabriel_zucman https://…

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[Topic][Open] Open Discussion Monday — Anybody can post a general visualization question or sta a fresh … https://t.co/jUzuOgvzWL #dataviz

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Staghorn Sumac leaves during the #Fall color change. #dataviz https://t.co/zHavIa4hHh https://t.co/9B3sI93Y8x

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@TensorFlow: Stylize images with arbitrary styles in #TensorFlow. We released a model on #TFHub, try it out yourself in our new Colab!…

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Sub here if you like this kind of thing: https://t.co/2NjL7R5krc

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I’m rebooting my newsletter of Things I Think Are Awesome, with AI art, vis, TV & book recs, and a poem. Hopefully… https://t.co/VauP6Haa3d

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@gabriel_zucman: In 1950, the ultra-wealthy paid 70% of their income in taxes. In 2018, for the first time, they paid less than every o…

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the emotional labor of cooking for the family. "It's so much more than cooking - The Week” https://t.co/6jyv29qATi

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@hardmaru: Neural Turtle Graphics for Modeling City Road Layouts Are you old enough to remember learning Turtle Graphics and LOGO progr…

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@pcmasuzzo: A little reminder that social networking sites are not the same as #openaccess repositories. Also, the reasons why I ditched…

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[OC] Violent crime rate in East Palo Alto, California (1985-2018) https://t.co/NNaTNPxFXn #dataviz

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Game of Thrones: Ratings across the Seasons [OC] https://t.co/J9XpeYsgOR #dataviz

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London's Changing Population [OC] https://t.co/xzXchqcvLv #dataviz

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@katecrawford: This thread is essential reading on police violence, data, and predictive policing 👇 https://t.co/uYqhDx1ltT

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Percentage of each state that follow that state's subreddit [OC] https://t.co/2EWDQ3b44H #dataviz

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Sex Ratio by World Region 1950-2019 [OC] https://t.co/UDrAO0zio9 #dataviz

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Countries with the Largest Defense Budgets [OC] https://t.co/k4LmHku37n #dataviz

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#WW2 still leaving a mark on #Europe’s population over half a century later. #dataviz https://t.co/EuADwCdlkl https://t.co/GNSE69aLyC

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1. First language: VBA 2. Had difficulties: all ! 3. Most used: Java 4. Totally hate: Javascript 5. Most loved: Jav… https://t.co/GmViQPOCG1

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@ecoworkshop: @meedabyte current strategies: parent. research. grieve. discuss. act as generational bridge to elders whose work may be h…

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Try to impeach this? A redesign of the now-infamous 2016 election map, focusing on votes instead of land a… https://t.co/yGEiXI5xfG #dataviz

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[OC] Trump tweets by day-of-week (revised after community comments) https://t.co/kOUugaId6x #dataviz

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The United States of PB&J: Where do the ingredients of your PB&J come from? #dataviz https://t.co/vHmal7NNE1 https://t.co/fyGNcZ9p3o

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Hello again, unresolvable AI research requirements.txt file. :(

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Giving myself a crash course on pronoun coreference SOTA, and found there are a few french tools (via DH folks) for… https://t.co/hua9VaPPd3

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@_inesmontani: I built another @streamlit app (~250 lines of code 🤯), this time for https://t.co/j3J6mQ9xJf! ✨ View datasets, annotatio…

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@rafnuss: Thanks to @LeafletJS, @plotly_js,@nodejs and @bielfrontera (Leaflet.TimeDimension), I managed to build a website to view/int…

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@fran6wol: @seinecle What about Framadate? https://t.co/cuykf5SOcF

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I root for Doodle who tries to monetize useless options the hardest they can, while I stick to their basic free fea… https://t.co/iDEmmKZFlc

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But I digress. Thank you @SEDart4 for your Integrity. It should not have come at cost. But I hope that one day… https://t.co/1RDHP1JbIX

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The most integrated beings I work with are generally things we consider as "lower order”. Yet for me they demonst… https://t.co/2Wkm8D0kur

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Then collaboration can flow more easily, especially when the Value systems they have integrated connect well with your own.

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And it is unlikely that people are deeply integrated on everything. But if you can be sure that someone will say… https://t.co/zxH7tAnde0

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That’s not to say High Integrity people are perfect. We all have differing Values, and Integrity does not necessari… https://t.co/hMylLLHvEO

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High Integrity people are rarely popular with power structures - either crowd or industry. When people say shit l… https://t.co/OyYykJk7wh

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High Integrity is amongst my recruitment criteria - as it means that what people say is what they do. That they won… https://t.co/xphQuJwly1

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When loss of integrity becomes a prerequisite for survival. The system corrupts and rots from within. Power Norms… https://t.co/pyDSBIeBoI

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A great example of why Integrity and Heirarchy don’t mix. If one acts in accordance with Values in an unequal sys… https://t.co/fSqo0p2B5T

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@jeremyphoward: Beautiful and interesting new project from @ideami . Deep learning loss landscapes, visualized. See the "method" sectio…

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@runwayml: Check out the new @runwayml x @Photoshop plugin and sta integrating RunwayML with the tools you use every day 🙌 🖇️https://…

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In America, young adults are now more likely to live with parents than spouses [OC] https://t.co/Mf5PfWBA8S #dataviz

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Sex Ratio Europe 15-64 Year olds [OC] https://t.co/CjfEs0bVg3 #dataviz

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[OC] Tennis Grand Slams - Men's Singles Champions - 1946 to 2019 https://t.co/Ccvbr8KBCN #dataviz

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Try to impeach this? A redesign of the infamous 2016 US Presidential election map, focusing on votes instead of lan… https://t.co/WZwkC2LyVu

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Funemployed and playing with @Rasa_HQ bot building - I love that i can just say "rasa visualize” and get this. https://t.co/pcE6OEJuEZ

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#dustdrawer prototype mk. 5? Wood panel and plastic. Thanks to Tanuj for the help. @ Dahab https://t.co/8xCSm796DJ

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destructuring in es6 is cool.

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Comparing the todo-list app in React (hooks) and Vue, by @sunilsandhu https://t.co/dU95r6A0Ti

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@_conradsleet: biggest plot twist of my generation https://t.co/btYNWfb9qA

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@ensode: This is going to be so helpful. No more firing up the debugger to figure out what specific field is causing the NPE. https://t.…

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New prototype of the #dustdrawer, so you can literally sweep dust under the rug? Why do this? Because I get rea… https://t.co/iegORZozIR

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@kathyra_: to those who code by drawing in Paint and then running it through an OCR: do you use the brush tool, or pencil tool? i normal…

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@roadrunning01: Unsupervised Doodling and Painting with Improved SPIRAL pdf: https://t.co/iH9yyyX4Gj abs: https://t.co/KIxQTiaGYU intera…

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An old text by Bruno Latour on visualization. Hard to read, but inspiring as usual. Surely inspiring to the… https://t.co/Mt3K4rWEuj

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@mrdbourke: @streamlit looks absolutely phenomenal! One of the hard with ML is making your models available as tools to others through…

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@TarletonG: Just posted, Content Moderation: A Reading List. For all who study, teach about, or care about content moderation and platfo…

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@spacy_io: Out now: spaCy v2.2! 🎁 Core models for Norwegian & Lithuanian 🌷 Dutch NER with more labels 💾 5-10× smaller install on disk…

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@subcutanean: Announcing Subcutanean: a queer horror novel of impossible architecture where no two copies are the same. https://t.co/bgU

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Everyone, Everywhere is Living Longer [OC] https://t.co/qQV7vGM41a #dataviz

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The Sex Ratio of Regions in Europe [OC] https://t.co/tN03lKwZJb #dataviz

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[OC] Word Cattle Inventory https://t.co/e44szuPT9W #dataviz

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This map shows how ZIP codes are organized in the US. #dataviz https://t.co/EwOFhXIQ6t https://t.co/QBWqH8zUXH

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@AlbertoCairo: OK, time for a thread about this map. As I've said, this is the first case in 'How Charts Lie'. The book comes out two w…

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Where there are more women than men in #Europe (and vice versa). #dataviz https://t.co/7qxJ6zJALh https://t.co/0TPeZooj8a

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@W_R_Chase: 🎨👨‍🎨New 12 Months of a post!! Read about flow fields, curl noise, particles, and more! #rstats #aRt Blog: https://t.co/to

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Mood. https://t.co/W9CGWBpn6J

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@DiegoKuonen: "AI is not about replacing the human with a robot. It is about taking the robot out of the human." @usamaf (as intervie…

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Streamlit seems like a great way to quickly get up interactive data display and exploration in a browser - like Shi… https://t.co/78xBIVxpP3

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@BenFMaier: Our paper on "Netwulf" was just published in @JOSS_TheOJ! Netwulf is a Python/JavaScript-package allowing you to interactive…

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Turn Rubbish into Nature https://t.co/5at7eLR4sG

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@michikokakutani: Hannah Arendt in "The Origins of Totalitarianism”: "totalitarianism in power invariably replaces all first-rate talent…

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A former student who took my Python classes: "Learning how to code made me fall into the machine learning field alt… https://t.co/7ba8NxsYma

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@dvdgrs: For reference, I think there's a long way to go from here: https://t.co/dMiOrkIJgC to maliciously exploiting natural language g…

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Light Speed – fast, but slow [OC] https://t.co/hQvtUPIutq #dataviz

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American Baby Girls' Names You Don't Hear Anymore [OC] https://t.co/upU4ZnRbvg #dataviz

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Putting light speed into context. #space Great #dataviz work by @physicsJ. https://t.co/u9zQ5ZwmaJ https://t.co/5n9sCfHawB

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@hunterscott: One of the more mesmerizing things I've built. https://t.co/5JiDzbbj3y

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Playing ‘Untitled Goose Game’ is the new punching a wall. https://t.co/QjGBrlRzLP

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@minimaxir: New blog post up! I played a bit with the new CTRL model to see how well it could generate "fake news", and the results are…

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To be held and propelled in each space I move through, in the service of each community I encounter, and served and… https://t.co/12nui1jEbc

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Personally I’d like to take an alternative approach to travel. I want to make slow migrations between the UK and… https://t.co/TAWZRwVNrH

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But also we need to focus our attention on the Largest contributors. We keep focussing on the easy jet holidays o… https://t.co/PS2hr5ccM3

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If we are to move towards better behaviors we need better choices. The devil is in the defaults.

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Alternatives to flights are not only longer and more hassle, but also more expensive. There is a high Penalty for… https://t.co/YhqyzLRHkV

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Basics around Flights. If I want to visit my family in the UK (I live in Egypt) getting there involves without ca… https://t.co/t2nsZiI84X

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They are best placed to do it, they know where they’ve been, they know what they’ve done. Corporations have right… https://t.co/sXyGMv0xqQ

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Make their entire business about cleaning up after themselves.

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As long as incentive to cheat outweighs Penalty for getting caught then this shit gonna keep repeating. Don’t fin… https://t.co/RuA3PJc4Kt

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Our collective adaptive capacity is dependent on us providing suppo for inventors and researchers - in fact IMHO… https://t.co/FcRkajPK0A

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Very close to my hea this one. I’m a rare inventor to come from a working class/middle class background. If y… https://t.co/HP7Q9qQ36K

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Writing my PhD thesis [OC] https://t.co/dHbt8zUsKG #dataviz

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[Lounge] This week is a Bye Week for the DatViz Battles. Use this thread for off-topic discussion, smack t… https://t.co/UjdjPQL4Cn #dataviz

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[OC] Visualizing a Neural Network Controlling an Interplanetary Spacecraft Trajectory https://t.co/wsEjRVgaTG #dataviz

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#Technology adoption in US households, 1860-today. #dataviz https://t.co/9i2D2aDe4m https://t.co/CYYuRvemsl

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Any confirming or diverging opinion? https://t.co/R6kfDADyLd

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A Magritte and a Marcel Duchamp at once: https://t.co/73o085BDPh

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@rickwallace: @AlbertoCairo @jacobandrewlong Laughing at how ridiculous this looks. https://t.co/1cd7mg6pLA

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@haszombiesinit: WHAT https://t.co/KeQMjQ0MfX

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@phirephoenix: I have played the angry goose game and it is hella cathartic and good, and also I’m here to tell you that googling answer…

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Going to a research library specializing in field X. At the registration desk, having to explain at length / justif… https://t.co/unrX7iNFKu

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@lucasgonzalez: @exiledsurfer @jaycousins I wonder... A demonstration-ful of people, not in the streets of say Toronto but in the woods,…

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@lucasgonzalez: @jaycousins @exiledsurfer So... is the future of people to hear the call of forests? @GretaThunberg has allowed those wh…

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Federal Land Ownership % by US State [OC] https://t.co/uw8QvXpEsA #dataviz

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Technology adoption in US households [OC] https://t.co/8aCAgz880s #dataviz

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American Baby Boys' Names You Don't Hear Anymore [OC] https://t.co/IA8PEzzdqb #dataviz

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@ZoeSTodd: Look at this cool pollinator contributing to our collective well-being without needing hedgefunds or PACs or PR/Crisis Manage…

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@GwendolynHuot: @FantasticFungi A sketch of "The Fungal Queendom" from @jaycousins on Game B Facebook Group (hopefully you are OK with m…

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Corrected link: https://t.co/1T3RIxfDbl. Repo: https://t.co/lzKckC5IhO h/t @dvdgrs https://t.co/Z04Iu7lNNd

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Federal land ownership by US State. #dataviz https://t.co/E8HehSilVN https://t.co/ErEKTQXBka

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@B_is4blockchain: Inspired by #contextcraft to experiment with seed drying containers https://t.co/O76gYnYTeQ

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Testing beeswax combined with #prototape to stick pictures to wall and improvise frames. #contextcraft @ Dahab https://t.co/NszejwzosX

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In my @bookofcircles I explain in the Introduction how the circle has served as an organizing principle for numerou… https://t.co/XAR5AXYhnA

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Coloring Venice's streets by prefix [OC] https://t.co/hOr6nBNF7y #dataviz

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US foreign-born population in 1900 compared to today [OC] https://t.co/Skcda42ufO #dataviz

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Watch @Uber take over the #NYC #taxi cab industry. #dataviz https://t.co/JUhqyFQOwz https://t.co/MJG5VlFCRu

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This image got a few good laughs from the audience in Moscow #MBLT19 when mentioning the Gestalt law of proximity.… https://t.co/UUoxYCnRRE

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From my talk in Moscow at #MBLT19 Thanks @LoryDoc87 https://t.co/y1cQB3CoAu

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@cristianaparada: I have set up jupyter notebooks with the incredible spacy free course from @_inesmontani https://t.co/DMbSqaIQ2a

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@kashanacauley: We’ve all been there, Karen. https://t.co/59A9ebwr1s

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@Miles_Brundage: Totally crazy that you can squeeze BE down to 7 MB without much drop in performance - "Extreme Language Model Compres…

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@jonathanfly: The Digital Ludeme Project reconstructs ancient games with AI, modelling rule-sets to find ones that match historical know…

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@M_Karimjee: Uhhh I am actually weeping after finishing this letter of resignation from the board of Macdowell by Michael Chabon. It is…

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lol. cross-genre skills. "Opinion | The Whistle-Blower's Guide to Writing” - The New York Times https://t.co/kiXFIFseMO

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[OC] How Uber took over New York City - redux https://t.co/QJ3pwjXxcJ #dataviz

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Path of the sun over the UK on the summer solstice, spring/autumn equinox and winter solstice [OC] https://t.co/I5moJwEL0p #dataviz

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[OC] How Uber took over New York City https://t.co/VkETFqb31m #dataviz

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@Datawrapper: 🚨 We're hiring! A nice office culture, an education budget, team retreats and a big data vis library are waiting for you.…

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From waste to resource. Maximizing material flows in house, starting from awareness. Compost flows from chopping… https://t.co/figxhrgRDt

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It is ridiculously cool that i can look at a png inline on a remote machine using iterm + ssh. https://t.co/041IBnGplb

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Wow, I had no idea there were so many libs in @p5xjs now, especially for UI design, 2d drawing, data vis (maps, too… https://t.co/XQfE5UWyCW

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@Nxoor: @zinjanthropus13 I hope that those protesting in Europe and America realise that their safety from death, torture and imprisonme…

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@StrongDuality: Another update regd. CTRL: Added in https://t.co/DTuT0saJUS : 1. (experimental) suppo for PyTorch inference 2. code…

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NER on french legal texts. https://t.co/CYW4ANd8z7

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Thanks. That’s a beautiful way to sta the day. We’ve just started experimenting with prototape here for decorat… https://t.co/hB1oW15OJQ

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Center of Population of European Countries [OC] https://t.co/gQRglK4XPY #dataviz

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[OC] Melbourne's Water Use During the 2018 AFL Grand Final https://t.co/25WNIqszlY #dataviz

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@Thom_Wolf: 🤗Transformers 2.0💥 State-of-the-a NLP in TensorFlow 2.0/PyTorch 8 architectures 33 trained models 102 lang. Seamlessly p…

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@peteskomoroch: The conventional wisdom is to train, deploy, and iterate on ML models in production as often as possible. In practice, t…

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@DrBeef_: I've been trying to use a language generation model (GPT-2) to make sketches. The process is heavily inspired by Sol LeWitt's…

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@Eric_Wallace_: Introducing AllenNLP Interpret: a demo/toolkit for interpreting NLP models. Adversarial attacks, saliency maps, etc. fo…

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@Marghe_PAGANI: A special welcome to the excellent students attending the second edition of the MSc in #DigitalMarketing and #DataScienc…

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@jeremyphoward: Interesting paper - studies similar issues to https://t.co/Rlj1TNgy8n but with a somewhat different focus. It adds some…

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Inspired by recent Blade Runner barcode - both films together [OC] https://t.co/aRLKOrapjT #dataviz

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Clustering in John Snow's Classic 1854 London Cholera Outbreak Dataset, 3D [OC] https://t.co/k8uZ26OxrC #dataviz

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Two month's worth of pain after IUD insertion [OC] https://t.co/AIr8dJov7H #dataviz

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Coloring #Toronto's roads by designation. #dataviz More cities + #OpenSource code at https://t.co/jUJkMm5uRs https://t.co/2qd548lWoF

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@ctrlzee Hi Mark, thought you might find this interesting based on your recent articles on Ive leaving Apple: https://t.co/cFpivUcs7i

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Hot off the press on Kenedict's blog! What's the effect of Chief Design Officer Jony Ive leaving Apple on the firm'… https://t.co/gDzayBMdmK

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I lasted less than 24 hours without corporate VMs for deep learning work. Time to get out the credit card.

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@noCSdegree: Here are all 21 interviews with successful developers that don't have CS degrees (in chronological order.) THREAD 👇

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@roadrunning01: Interactive Sketch & Fill: Multiclass Sketch-to-Image Translation pdf: https://t.co/i7RjB5M8gX abs: https://t.co/l5qxE2O

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@memotv: @rossgoodwin Reminded of Haraway :) It matters what matters we use to think other matters with; it matters what stories we tell…

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@superhoge: Three.js new feature InstancedMesh + instance color + Physics. All the boxes are rendered with just one drawcall by using in…

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@algoritmic: Voidcall – Making of a WebGL Real-time Strategy game in 13kb of JavaScript https://t.co/HHNFNYykkQ by @phoboslab https://t.…

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I got the Untitled Goose Game yesterday to work thru a bad mood. It’s perfect. https://t.co/EBegEYMKSB

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@QuantStack: Check out our latest blog post: Interactive GIS in @ProjectJupyter with #ipyleaflet by @SylvainCorlay and @martinRenou. h…

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Doesn’t work with Capitalism or Patriarchy unfortunately. https://t.co/cM0XQfnqfP

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One hundred years of British politics [OC] https://t.co/9wo8zl7N1x #dataviz

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We have a national duty next year to vote out this menace that plagues our government. Don't listen to the media a… https://t.co/YFPD5XxDQS

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Today is #NationalVoterRegistrationDay for the USA. Please, if you haven't registered already or know someone who h… https://t.co/qjXPAYrecd

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Intentional #homicide rates in #Europe. #dataviz For comparison, USA was 5.4 (victims per 100k population).… https://t.co/dziyZZu1JT

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@yoavgo: this is a neat work, but we are really starting to stretch the meaning of the word "annotation" a bit too thin (a trend that st…

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