{"id":7239,"date":"2020-06-13T11:53:17","date_gmt":"2020-06-13T09:53:17","guid":{"rendered":"https:\/\/www.l3s.de\/?page_id=7239"},"modified":"2023-01-11T15:41:59","modified_gmt":"2023-01-11T14:41:59","slug":"corona-analysing-twitter-data","status":"publish","type":"page","link":"https:\/\/www.l3s.de\/de\/magazine\/binaire-articles\/corona-analysing-twitter-data\/","title":{"rendered":"Corona: Analyse von Twitter-Daten"},"content":{"rendered":"<div data-colibri-id=\"7239-c1\" class=\"style-6431 style-local-7239-c1 position-relative\">\n  <!---->\n  <div data-colibri-component=\"section\" data-colibri-id=\"7239-c2\" id=\"reusable-sections\" class=\"h-section h-section-global-spacing d-flex align-items-lg-center align-items-md-center align-items-center style-6432 style-local-7239-c2 position-relative\">\n    <!---->\n    <!---->\n    <div class=\"h-section-grid-container h-section-boxed-container\">\n      <!---->\n      <div data-colibri-id=\"7239-c3\" class=\"h-row-container 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data-bg-image=\"url(&quot;https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/09\/freestocks-HAIPJ8PyeL8-unsplash-scaled.jpg&quot;)\"><\/div>\n          <\/div>\n          <div class=\"background-layer background-layer-media-container\">\n            <div data-enabled=\"true\" data-colibri-component=\"parallax\" class=\"background-layer paraxify lazyload\" model-id=\"7239-c3\" media=\"mobile\" is-preview=\"true\" style=\"background-image:inherit;\" data-bg-image=\"url(&quot;https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/09\/freestocks-HAIPJ8PyeL8-unsplash-scaled.jpg&quot;)\"><\/div>\n          <\/div>\n        <\/div>\n        <div class=\"h-row justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-stretch align-items-md-stretch align-items-stretch gutters-col-lg-3 gutters-col-md-3 gutters-col-0 gutters-col-v-lg-3 gutters-col-v-md-3 gutters-col-v-3\">\n          <!---->\n          <div class=\"h-column h-column-container d-flex h-col-lg-auto h-col-md-auto h-col-auto style-6434-outer style-local-7239-c4-outer\">\n            <div data-colibri-id=\"7239-c4\" class=\"d-flex h-flex-basis h-column__inner h-ui-empty-state-container h-px-lg-3 h-px-md-3 h-px-3 v-inner-lg-3 v-inner-md-3 v-inner-3 style-6434 style-local-7239-c4 position-relative\">\n              <!---->\n              <!---->\n              <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100\">\n                <!---->\n              <\/div>\n            <\/div>\n          <\/div>\n        <\/div>\n      <\/div>\n      <div data-colibri-id=\"7239-c38\" class=\"h-row-container gutters-row-lg-0 gutters-row-md-0 gutters-row-0 gutters-row-v-lg-0 gutters-row-v-md-0 gutters-row-v-0 style-11842 style-local-7239-c38 position-relative\">\n        <!---->\n        <div class=\"h-row justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-stretch align-items-md-stretch align-items-stretch gutters-col-lg-0 gutters-col-md-0 gutters-col-0 gutters-col-v-lg-0 gutters-col-v-md-0 gutters-col-v-0\">\n          <!---->\n          <div class=\"h-column h-column-container d-flex h-col-lg-auto h-col-md-auto h-col-auto style-11843-outer style-local-7239-c39-outer\">\n            <div data-colibri-id=\"7239-c39\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-0 h-px-md-0 h-px-0 v-inner-lg-0 v-inner-md-0 v-inner-0 style-11843 style-local-7239-c39 position-relative\">\n              <!---->\n              <!---->\n              <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\n                <!---->\n                <div data-colibri-id=\"7239-c40\" class=\"h-text h-text-component style-11844 style-local-7239-c40 position-relative h-element\">\n                  <!---->\n                  <!---->\n                  <div class=\"\">\n                    <p>Foto: unsplash.com<\/p>\n                  <\/div>\n                <\/div>\n              <\/div>\n            <\/div>\n          <\/div>\n        <\/div>\n      <\/div>\n      <div data-colibri-id=\"7239-c5\" class=\"h-row-container gutters-row-lg-2 gutters-row-md-2 gutters-row-0 gutters-row-v-lg-2 gutters-row-v-md-2 gutters-row-v-2 style-6435 style-local-7239-c5 position-relative\">\n        <!---->\n        <div class=\"h-row justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-stretch align-items-md-stretch align-items-stretch gutters-col-lg-2 gutters-col-md-2 gutters-col-0 gutters-col-v-lg-2 gutters-col-v-md-2 gutters-col-v-2\">\n          <!---->\n          <div class=\"h-column h-column-container d-flex h-col-lg h-col-md-auto h-col-auto style-6436-outer style-local-7239-c6-outer\">\n            <div data-colibri-id=\"7239-c6\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-0 h-px-md-0 h-px-0 v-inner-lg-0 v-inner-md-0 v-inner-0 style-6436 style-local-7239-c6 position-relative\">\n              <!---->\n              <!---->\n              <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\n                <!---->\n                <div data-colibri-id=\"7239-c7\" class=\"h-row-container gutters-row-lg-0 gutters-row-md-0 gutters-row-0 gutters-row-v-lg-0 gutters-row-v-md-0 gutters-row-v-0 style-6437 style-local-7239-c7 position-relative\">\n                  <!---->\n                  <div class=\"h-row justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-stretch align-items-md-stretch align-items-stretch gutters-col-lg-0 gutters-col-md-0 gutters-col-0 gutters-col-v-lg-0 gutters-col-v-md-0 gutters-col-v-0\">\n                    <!---->\n                    <div class=\"h-column h-column-container d-flex h-col-lg-auto h-col-md-auto h-col-auto style-6438-outer style-local-7239-c8-outer\">\n                      <div data-colibri-id=\"7239-c8\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-2 h-px-md-2 h-px-2 v-inner-lg-2 v-inner-md-2 v-inner-2 style-6438 style-local-7239-c8 position-relative\">\n                        <!---->\n                        <!---->\n                        <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\n                          <!---->\n                          <div data-colibri-id=\"7239-c9\" class=\"h-text h-text-component style-6439 style-local-7239-c9 position-relative h-element\">\n                            <!---->\n                            <!---->\n                            <div class=\"\">\n                              <p>Ausgabe 02\/2020<\/p>\n                            <\/div>\n                          <\/div>\n                          <div data-colibri-id=\"7239-c10\" class=\"h-x-container style-6440 style-local-7239-c10 position-relative h-element\">\n                            <!---->\n                            <div class=\"h-x-container-inner style-dynamic-7239-c10-group style-6440-spacing style-local-7239-c10-spacing\"><span class=\"h-link__outer style-6441-outer style-local-7239-c11-outer d-inline-flex h-element\"><a h-use-smooth-scroll=\"true\" href=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/09\/L3S-Binaire-8-Magazin_web.pdf\" target=\"_blank\" data-colibri-id=\"7239-c11\" class=\"d-flex w-100 align-items-center h-link style-6441 style-local-7239-c11 position-relative\" rel=\"noopener\"><!----><!----> <span>Innovation, Krisen, Startups<\/span><\/a>\n                              <\/span>\n                            <\/div>\n                          <\/div>\n                          <div data-colibri-id=\"7239-c12\" class=\"style-6442 style-local-7239-c12 position-relative h-element\">\n                            <!---->\n                          <\/div>\n                        <\/div>\n                      <\/div>\n                    <\/div>\n                    <div class=\"h-column h-column-container d-flex h-col-lg-auto h-col-md-auto h-col-auto style-6443-outer style-local-7239-c13-outer\">\n                      <div data-colibri-id=\"7239-c13\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-2 h-px-md-2 h-px-2 v-inner-lg-2 v-inner-md-2 v-inner-2 style-6443 style-local-7239-c13 position-relative\">\n                        <!---->\n                        <!---->\n                        <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\n                          <!---->\n                          <div data-colibri-id=\"7239-c14\" class=\"h-global-transition-all h-heading style-6445 style-local-7239-c14 position-relative h-element\">\n                            <!---->\n                            <div class=\"h-heading__outer style-6445 style-local-7239-c14\">\n                              <!---->\n                              <!---->\n                              <h1 class=\"\">Corona: Analyse von Twitter-Daten<\/h1>\n                            <\/div>\n                          <\/div>\n                          <div data-colibri-id=\"7239-c15\" class=\"style-6446 style-local-7239-c15 position-relative h-element\">\n                            <!---->\n                          <\/div>\n                          <div data-colibri-id=\"7239-c16\" class=\"h-row-container gutters-row-lg-0 gutters-row-md-0 gutters-row-0 gutters-row-v-lg-0 gutters-row-v-md-0 gutters-row-v-0 style-6447 style-local-7239-c16 position-relative\">\n                            <!---->\n                            <div class=\"h-row justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-stretch align-items-md-stretch align-items-stretch gutters-col-lg-0 gutters-col-md-0 gutters-col-0 gutters-col-v-lg-0 gutters-col-v-md-0 gutters-col-v-0\">\n                              <!---->\n                              <div class=\"h-column h-column-container d-flex h-col-lg h-col-md h-col-auto style-6448-outer style-local-7239-c17-outer\">\n                                <div data-colibri-id=\"7239-c17\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-0 h-px-md-0 h-px-0 v-inner-lg-0 v-inner-md-0 v-inner-0 style-6448 style-local-7239-c17 position-relative\">\n                                  <!---->\n                                  <!---->\n                                  <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\n                                    <!---->\n                                    <div data-colibri-id=\"7239-c18\" class=\"h-text h-text-component style-6449 style-local-7239-c18 position-relative h-element\">\n                                      <!---->\n                                      <!---->\n                                      <div class=\"\">\n                                        <p>Das L3S und das Leibniz-Institut f\u00fcr Sozialwissenschaften (GESIS) archivieren kontinuierlich Twitter-Daten, die regelm\u00e4\u00dfig in aufbereiteter Form zur Verf\u00fcgung gestellt werden. Bereits jetzt liegen\n                                          <a href=\"https:\/\/data.gesis.org\/tweetskb\" target=\"_blank\" rel=\"nofollow noopener\" class=\"customize-unpreviewable\" style=\"color: rgb(0, 79, 137);\">Metadaten<\/a> zu zwei Milliarden Tweets vor.<\/p>\n                                        <p>In den letzten Monaten spiegelt der \u00f6ffentliche Diskurs auf Twitter zu einem Gro\u00dfteil die Wahrnehmung und die gesellschaftlichen Auswirkungen der COVID-19-Pandemie wider. L3S-Mitglied Prof. Dr. Stefan Dietze und sein Team machen diese Daten nun f\u00fcr die interdisziplin\u00e4re Forschung nutzbar. Mit Methoden aus Informationsextraktion, maschinellem Lernen und Natural Language Processing haben die Informatiker Metadaten aus \u00fcber acht Millionen Tweets zur Pandemie extrahiert, semantisch aufbereitet und unter dem Namen\n                                          <a href=\"https:\/\/data.gesis.org\/tweetscov19\" target=\"_blank\" rel=\"nofollow noopener\" class=\"customize-unpreviewable\" style=\"color: rgb(0, 79, 137);\">TweetsCOV19<\/a>\u00a0ver\u00f6ffentlicht. In einem interdisziplin\u00e4ren Projekt mit Sozialwissenschaftlern, unter anderem von der Heinrich-Heine-Universit\u00e4t D\u00fcsseldorf, werden diese Daten nun genutzt, um die Entwicklung von Meinungen und Einstellungen im Krisenverlauf oder der Akzeptanz von regionalen oder bundesweiten Ma\u00dfnahmen wie dem Lockdown zu analysieren \u2013 auch vor dem Hintergrund gesellschaftlicher oder medialer Ereignisse. Auf Grundlage dieser Daten k\u00f6nnen Sozialwissenschaftler Fragen zu Solidarit\u00e4t, Vertrauen und Risikowahrnehmung im Kontext der Pandemie untersuchen.<\/p>\n                                      <\/div>\n                                    <\/div>\n                                  <\/div>\n                                <\/div>\n                              <\/div>\n                            <\/div>\n                          <\/div>\n                        <\/div>\n                      <\/div>\n                    <\/div>\n                  <\/div>\n                <\/div>\n              <\/div>\n            <\/div>\n          <\/div>\n        <\/div>\n      <\/div>\n    <\/div>\n  <\/div>\n  <div data-colibri-component=\"section\" data-colibri-id=\"7239-c19\" id=\"reusable-sections-2\" class=\"h-section h-section-global-spacing d-flex align-items-lg-center align-items-md-center align-items-center style-6453 style-local-7239-c19 position-relative\">\n    <!---->\n    <!---->\n    <div class=\"h-section-grid-container h-section-boxed-container\">\n      <!---->\n      <div data-colibri-id=\"7239-c20\" class=\"h-row-container gutters-row-lg-0 gutters-row-md-0 gutters-row-0 gutters-row-v-lg-0 gutters-row-v-md-0 gutters-row-v-0 style-6454 style-local-7239-c20 position-relative\">\n        <!---->\n        <div class=\"h-row justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-stretch align-items-md-stretch align-items-stretch gutters-col-lg-0 gutters-col-md-0 gutters-col-0 gutters-col-v-lg-0 gutters-col-v-md-0 gutters-col-v-0\">\n          <!---->\n          <div class=\"h-column h-column-container d-flex h-col-lg-auto h-col-md-auto h-col-auto style-6455-outer style-local-7239-c21-outer\">\n            <div data-colibri-id=\"7239-c21\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-0 h-px-md-0 h-px-0 v-inner-lg-0 v-inner-md-0 v-inner-0 style-6455 style-local-7239-c21 position-relative\">\n              <!---->\n              <!---->\n              <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\n                <!---->\n                <div data-colibri-id=\"7239-c22\" class=\"h-divider style-6456 style-local-7239-c22 position-relative h-element\">\n                  <!----><span class=\"h-divider__line style-6456-line style-local-7239-c22-line style-6456-line style-local-7239-c22-line\"><\/span><\/div>\n              <\/div>\n            <\/div>\n          <\/div>\n        <\/div>\n      <\/div>\n      <div data-colibri-id=\"7239-c23\" class=\"h-row-container gutters-row-lg-2 gutters-row-md-2 gutters-row-0 gutters-row-v-lg-2 gutters-row-v-md-2 gutters-row-v-2 style-6457 style-local-7239-c23 position-relative\">\n        <!---->\n        <div class=\"h-row justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-stretch align-items-md-stretch align-items-stretch gutters-col-lg-2 gutters-col-md-2 gutters-col-0 gutters-col-v-lg-2 gutters-col-v-md-2 gutters-col-v-2\">\n          <!---->\n          <div class=\"h-column h-column-container d-flex h-col-lg-auto h-col-md-auto h-col-auto style-6458-outer style-local-7239-c24-outer\">\n            <div data-colibri-id=\"7239-c24\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-2 h-px-md-2 h-px-2 v-inner-lg-2 v-inner-md-2 v-inner-2 style-6458 style-local-7239-c24 position-relative\">\n              <!---->\n              <!---->\n              <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\n                <!---->\n                <div data-colibri-id=\"7239-c25\" class=\"h-global-transition-all h-heading style-6459 style-local-7239-c25 position-relative h-element\">\n                  <!---->\n                  <div class=\"h-heading__outer style-6459 style-local-7239-c25\">\n                    <!---->\n                    <!---->\n                    <h6 class=\"\">Vorgestellte Projekte<\/h6>\n                  <\/div>\n                <\/div>\n                <div data-colibri-id=\"7239-c26\" class=\"d-block style-6460 style-local-7239-c26 position-relative h-element\">\n                  <!---->\n                  <div class=\"h-image__frame-container-outer\">\n                    <a href=\"https:\/\/data.gesis.org\" h-use-smooth-scroll=\"true\" class=\"image-link\">\n                      <div class=\"h-image__frame-container\">\n                        <!---->\n                        <!---->\n                        <img decoding=\"async\" width=\"1504\" height=\"280\" data-src=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/09\/\u0421\u043d\u0438\u043c\u043e\u043a-\u044d\u043a\u0440\u0430\u043d\u0430-2022-09-20-\u0432-18.05.37.png\" class=\"wp-image-8317 style-6460-image style-local-7239-c26-image lazyload\" alt=\"\" data-srcset=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/09\/\u0421\u043d\u0438\u043c\u043e\u043a-\u044d\u043a\u0440\u0430\u043d\u0430-2022-09-20-\u0432-18.05.37.png 1504w, https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/09\/\u0421\u043d\u0438\u043c\u043e\u043a-\u044d\u043a\u0440\u0430\u043d\u0430-2022-09-20-\u0432-18.05.37-300x56.png 300w, https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/09\/\u0421\u043d\u0438\u043c\u043e\u043a-\u044d\u043a\u0440\u0430\u043d\u0430-2022-09-20-\u0432-18.05.37-1024x191.png 1024w, https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/09\/\u0421\u043d\u0438\u043c\u043e\u043a-\u044d\u043a\u0440\u0430\u043d\u0430-2022-09-20-\u0432-18.05.37-768x143.png 768w, https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/09\/\u0421\u043d\u0438\u043c\u043e\u043a-\u044d\u043a\u0440\u0430\u043d\u0430-2022-09-20-\u0432-18.05.37-18x3.png 18w\" data-sizes=\"(max-width: 1504px) 100vw, 1504px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1504px; --smush-placeholder-aspect-ratio: 1504\/280;\" \/>\n                        <div class=\"h-image__frame h-hide-lg h-hide-md h-hide-sm style-6460-frameImage style-local-7239-c26-frameImage\"><\/div>\n                      <\/div>\n                    <\/a>\n                  <\/div>\n                <\/div>\n              <\/div>\n            <\/div>\n          <\/div>\n          <div class=\"h-column h-column-container d-flex h-col-lg-auto h-col-md-auto h-col-auto style-6462-outer style-local-7239-c27-outer\">\n            <div data-colibri-id=\"7239-c27\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-2 h-px-md-2 h-px-2 v-inner-lg-2 v-inner-md-2 v-inner-2 style-6462 style-local-7239-c27 position-relative\">\n              <!---->\n              <!---->\n              <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\n                <!---->\n                <div data-colibri-id=\"7239-c28\" class=\"h-global-transition-all h-heading style-6459 style-local-7239-c28 position-relative h-element\">\n                  <!---->\n                  <div class=\"h-heading__outer style-6459 style-local-7239-c28\">\n                    <!---->\n                    <!---->\n                    <h6 class=\"\">Kontakt<\/h6>\n                  <\/div>\n                <\/div>\n                <div data-colibri-id=\"7239-c29\" class=\"h-row-container gutters-row-lg-0 gutters-row-md-0 gutters-row-0 gutters-row-v-lg-0 gutters-row-v-md-0 gutters-row-v-0 style-6463 style-local-7239-c29 position-relative\">\n                  <!---->\n                  <div class=\"h-row justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-stretch align-items-md-stretch align-items-stretch gutters-col-lg-0 gutters-col-md-0 gutters-col-0 gutters-col-v-lg-0 gutters-col-v-md-0 gutters-col-v-0\">\n                    <!---->\n                    <div class=\"h-column h-column-container d-flex h-col-lg-auto h-col-md-auto h-col-auto style-6464-outer style-local-7239-c30-outer\">\n                      <div data-colibri-id=\"7239-c30\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-2 h-px-md-2 h-px-2 v-inner-lg-2 v-inner-md-2 v-inner-2 style-6464 style-local-7239-c30 position-relative\">\n                        <!---->\n                        <!---->\n                        <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\n                          <!---->\n                          <div data-colibri-id=\"7239-c31\" class=\"d-block style-6465 style-local-7239-c31 position-relative h-element\">\n                            <!---->\n                            <div class=\"h-image__frame-container-outer\">\n                              <div class=\"h-image__frame-container\">\n                                <!---->\n                                <!---->\n                                <img decoding=\"async\" width=\"1920\" height=\"1920\" data-src=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/08\/Dietze-Stefan-3.jpg\" class=\"wp-image-4328 style-6465-image style-local-7239-c31-image lazyload\" alt=\"\" data-srcset=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/08\/Dietze-Stefan-3.jpg 1920w, https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/08\/Dietze-Stefan-3-300x300.jpg 300w, https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/08\/Dietze-Stefan-3-1024x1024.jpg 1024w, https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/08\/Dietze-Stefan-3-150x150.jpg 150w, https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/08\/Dietze-Stefan-3-768x768.jpg 768w, https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/08\/Dietze-Stefan-3-1536x1536.jpg 1536w, https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/08\/Dietze-Stefan-3-2048x2048.jpg 2048w, https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/08\/Dietze-Stefan-3-12x12.jpg 12w\" data-sizes=\"(max-width: 1920px) 100vw, 1920px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1920px; --smush-placeholder-aspect-ratio: 1920\/1920;\" \/>\n                                <div class=\"h-image__frame h-hide-lg h-hide-md h-hide-sm style-6465-frameImage style-local-7239-c31-frameImage\"><\/div>\n                              <\/div>\n                            <\/div>\n                          <\/div>\n                          <div data-colibri-id=\"7239-c32\" class=\"h-row-container gutters-row-lg-0 gutters-row-md-0 gutters-row-0 gutters-row-v-lg-0 gutters-row-v-md-0 gutters-row-v-0 style-6466 style-local-7239-c32 position-relative\">\n                            <!---->\n                            <div class=\"h-row justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-stretch align-items-md-stretch align-items-stretch gutters-col-lg-0 gutters-col-md-0 gutters-col-0 gutters-col-v-lg-0 gutters-col-v-md-0 gutters-col-v-0\">\n                              <!---->\n                              <div class=\"h-column h-column-container d-flex h-col-lg h-col-md h-col-auto style-6467-outer style-local-7239-c33-outer\">\n                                <div data-colibri-id=\"7239-c33\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-0 h-px-md-0 h-px-0 v-inner-lg-0 v-inner-md-0 v-inner-0 style-6467 style-local-7239-c33 position-relative\">\n                                  <!---->\n                                  <!---->\n                                  <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\n                                    <!---->\n                                    <div data-colibri-id=\"7239-c34\" class=\"h-global-transition-all h-heading style-6459 style-local-7239-c34 position-relative h-element\">\n                                      <!---->\n                                      <div class=\"h-heading__outer style-6459 style-local-7239-c34\">\n                                        <!---->\n                                        <!---->\n                                        <h6 class=\"\">Prof. Dr. Stefan Diezte<\/h6>\n                                      <\/div>\n                                    <\/div>\n                                    <div data-colibri-id=\"7239-c35\" class=\"h-x-container style-6469 style-local-7239-c35 position-relative h-element\">\n                                      <!---->\n                                      <div class=\"h-x-container-inner style-dynamic-7239-c35-group style-6469-spacing style-local-7239-c35-spacing\"><span class=\"h-link__outer style-6470-outer style-local-7239-c36-outer d-inline-flex h-element\"><a h-use-smooth-scroll=\"true\" href=\"mailto:dietze@l3s.de\"  data-colibri-id=\"7239-c36\" class=\"d-flex w-100 align-items-center h-link style-6470 style-local-7239-c36 position-relative\"><!----><!----> <span>dietze@l3s.de<\/span><\/a>\n                                        <\/span>\n                                      <\/div>\n                                    <\/div>\n                                  <\/div>\n                                <\/div>\n                              <\/div>\n                            <\/div>\n                          <\/div>\n                          <div data-colibri-id=\"7239-c37\" class=\"h-text h-text-component style-6471 style-local-7239-c37 position-relative h-element\">\n                            <!---->\n                            <!---->\n                            <div class=\"\">\n                              <p>L3S-Mitglied Stefan Dietze leitet die Abteilung Wissenstechnologien f\u00fcr Sozialwissenschaften am GESIS.<\/p>\n                            <\/div>\n                          <\/div>\n                        <\/div>\n                      <\/div>\n                    <\/div>\n                  <\/div>\n                <\/div>\n              <\/div>\n            <\/div>\n          <\/div>\n        <\/div>\n      <\/div>\n    <\/div>\n  <\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>Foto: unsplash.com Issue: 02\/2020 Innovation, Krisen, Startups Corona: Analysing Twitter data The L3S and the Leibniz Institute for the Social Sciences (GESIS) continuously archive Twitter data, which are regularly made available in edited form. Metadata on two billion tweets is already available. In recent months, public discourse on Twitter has largely reflected the perception and [&hellip;]<\/p>","protected":false},"author":7,"featured_media":7240,"parent":2750,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-templates\/full-width-page.php","meta":{"_acf_changed":false,"footnotes":""},"categories":[],"tags":[28,84],"class_list":["post-7239","page","type-page","status-publish","has-post-thumbnail","hentry","tag-binaire","tag-binaire-2020-02"],"acf":[],"aioseo_notices":[],"publishpress_future_action":{"enabled":false,"date":"2026-05-27 00:20:28","action":"category","newStatus":"draft","terms":[75],"taxonomy":"category","extraData":[]},"publishpress_future_workflow_manual_trigger":{"enabledWorkflows":[]},"_links":{"self":[{"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/pages\/7239","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/users\/7"}],"replies":[{"embeddable":true,"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/comments?post=7239"}],"version-history":[{"count":0,"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/pages\/7239\/revisions"}],"up":[{"embeddable":true,"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/pages\/2750"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/media\/7240"}],"wp:attachment":[{"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/media?parent=7239"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/categories?post=7239"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/tags?post=7239"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}