The notebook keyword_occurences.ipynb contains an analysis of the number of occurences of words related to digitalization and chief digital officers (CDOs) appearing in the annual reports of DAX30 companies from 2007-2020.
Keywords related to Digital Transformation:
- digitalisierung
- digitalization
- digitalisation
- digital transformation
- digitale transformation
- digital innovation
- digitale innovation
- digital business strategy
Keywords related to CDOs:
- cdo
- chief digital officier
- chief digital officer
| Company | Year | Occurences Digital Keywords | Occurences CDO Keywords |
|---|---|---|---|
| Adidas | 2007 | 0 | 0 |
| Adidas | 2008 | 0 | 0 |
| Adidas | 2009 | 0 | 0 |
| Adidas | 2010 | 0 | 0 |
| Adidas | 2011 | 0 | 0 |
| Adidas | 2012 | 0 | 0 |
| Adidas | 2013 | 0 | 0 |
| Adidas | 2014 | 0 | 0 |
| Adidas | 2015 | 0 | 0 |
| Adidas | 2016 | 2 | 0 |
| Adidas | 2017 | 3 | 0 |
| Adidas | 2018 | 4 | 0 |
| Adidas | 2019 | 2 | 0 |
| Adidas | 2020 | 4 | 0 |
| Allianz | 2007 | 0 | 0 |
| Allianz | 2008 | 0 | 0 |
| Allianz | 2009 | 0 | 0 |
| Allianz | 2010 | 0 | 0 |
| Allianz | 2011 | 0 | 0 |
| Allianz | 2012 | 0 | 0 |
| Allianz | 2013 | 0 | 0 |
| Allianz | 2014 | 0 | 0 |
| Allianz | 2015 | 0 | 0 |
| Allianz | 2016 | 0 | 0 |
| Allianz | 2017 | 0 | 0 |
| Allianz | 2018 | 0 | 0 |
| Allianz | 2019 | 2 | 0 |
| Allianz | 2020 | 2 | 0 |
| BASF | 2007 | 0 | 0 |
| BASF | 2008 | 0 | 0 |
| BASF | 2009 | 0 | 0 |
| BASF | 2010 | 0 | 0 |
| BASF | 2011 | 0 | 0 |
| BASF | 2012 | 0 | 0 |
| BASF | 2013 | 0 | 0 |
| BASF | 2014 | 0 | 0 |
| BASF | 2015 | 0 | 0 |
| BASF | 2016 | 4 | 0 |
| BASF | 2017 | 0 | 0 |
| BASF | 2018 | 1 | 0 |
| BASF | 2019 | 0 | 0 |
| BASF | 2020 | 2 | 0 |
| Bayer | 2007 | 0 | 0 |
| Bayer | 2008 | 0 | 0 |
| Bayer | 2009 | 0 | 0 |
| Bayer | 2010 | 0 | 0 |
| Bayer | 2011 | 0 | 0 |
| Bayer | 2012 | 0 | 0 |
| Bayer | 2013 | 0 | 0 |
| Bayer | 2014 | 0 | 0 |
| Bayer | 2015 | 0 | 0 |
| Bayer | 2016 | 0 | 0 |
| Bayer | 2017 | 0 | 0 |
| Bayer | 2018 | 4 | 0 |
| Bayer | 2019 | 2 | 0 |
| Bayer | 2020 | 8 | 0 |
| BMW_ST | 2007 | 0 | 0 |
| BMW_ST | 2008 | 0 | 0 |
| BMW_ST | 2009 | 0 | 0 |
| BMW_ST | 2010 | 0 | 0 |
| BMW_ST | 2011 | 0 | 0 |
| BMW_ST | 2012 | 0 | 0 |
| BMW_ST | 2013 | 0 | 0 |
| BMW_ST | 2014 | 0 | 0 |
| BMW_ST | 2015 | 0 | 0 |
| BMW_ST | 2016 | 0 | 0 |
| BMW_ST | 2017 | 0 | 0 |
| BMW_ST | 2018 | 0 | 0 |
| BMW_ST | 2019 | 0 | 0 |
| BMW_ST | 2020 | 1 | 0 |
| Continental | 2007 | 0 | 0 |
| Continental | 2008 | 0 | 0 |
| Continental | 2009 | 0 | 0 |
| Continental | 2010 | 0 | 0 |
| Continental | 2011 | 0 | 0 |
| Continental | 2012 | 0 | 0 |
| Continental | 2013 | 0 | 0 |
| Continental | 2014 | 0 | 0 |
| Continental | 2015 | 0 | 0 |
| Continental | 2016 | 2 | 0 |
| Continental | 2017 | 2 | 0 |
| Continental | 2018 | 0 | 0 |
| Continental | 2019 | 0 | 0 |
| Continental | 2020 | 0 | 0 |
| Covestro | 2015 | 0 | 0 |
| Covestro | 2016 | 0 | 0 |
| Covestro | 2017 | 0 | 0 |
| Covestro | 2018 | 2 | 0 |
| Covestro | 2019 | 2 | 0 |
| Covestro | 2020 | 0 | 0 |
| Daimler | 2007 | 0 | 0 |
| Daimler | 2008 | 0 | 0 |
| Daimler | 2009 | 0 | 0 |
| Daimler | 2010 | 0 | 0 |
| Daimler | 2011 | 0 | 0 |
| Daimler | 2012 | 0 | 0 |
| Daimler | 2013 | 0 | 0 |
| Daimler | 2014 | 0 | 0 |
| Daimler | 2015 | 1 | 0 |
| Daimler | 2016 | 2 | 0 |
| Daimler | 2017 | 1 | 0 |
| Daimler | 2018 | 0 | 0 |
| Daimler | 2019 | 1 | 0 |
| Daimler | 2020 | 1 | 0 |
| Delivery_Hero | 2014 | 0 | 0 |
| Delivery_Hero | 2015 | 0 | 0 |
| Delivery_Hero | 2016 | 0 | 0 |
| Delivery_Hero | 2017 | 0 | 0 |
| Delivery_Hero | 2018 | 0 | 0 |
| Delivery_Hero | 2019 | 0 | 0 |
| Deutsche_Bank | 2007 | 0 | 0 |
| Deutsche_Bank | 2008 | 0 | 0 |
| Deutsche_Bank | 2009 | 0 | 0 |
| Deutsche_Bank | 2010 | 0 | 0 |
| Deutsche_Bank | 2011 | 0 | 0 |
| Deutsche_Bank | 2012 | 0 | 0 |
| Deutsche_Bank | 2013 | 0 | 0 |
| Deutsche_Bank | 2014 | 0 | 0 |
| Deutsche_Bank | 2015 | 1 | 0 |
| Deutsche_Bank | 2016 | 2 | 0 |
| Deutsche_Bank | 2017 | 3 | 0 |
| Deutsche_Bank | 2018 | 0 | 0 |
| Deutsche_Bank | 2019 | 0 | 0 |
| Deutsche_Bank | 2020 | 3 | 0 |
| Deutsche_Börse | 2007 | 0 | 0 |
| Deutsche_Börse | 2008 | 0 | 0 |
| Deutsche_Börse | 2009 | 0 | 0 |
| Deutsche_Börse | 2010 | 0 | 0 |
| Deutsche_Börse | 2011 | 0 | 0 |
| Deutsche_Börse | 2012 | 0 | 0 |
| Deutsche_Börse | 2013 | 0 | 0 |
| Deutsche_Börse | 2014 | 0 | 0 |
| Deutsche_Börse | 2015 | 0 | 0 |
| Deutsche_Börse | 2016 | 0 | 0 |
| Deutsche_Börse | 2017 | 0 | 0 |
| Deutsche_Börse | 2018 | 0 | 0 |
| Deutsche_Börse | 2019 | 0 | 0 |
| Deutsche_Börse | 2020 | 0 | 0 |
| Deutsche_Post | 2007 | 0 | 0 |
| Deutsche_Post | 2008 | 0 | 0 |
| Deutsche_Post | 2009 | 0 | 0 |
| Deutsche_Post | 2010 | 0 | 0 |
| Deutsche_Post | 2011 | 0 | 0 |
| Deutsche_Post | 2012 | 0 | 0 |
| Deutsche_Post | 2013 | 0 | 0 |
| Deutsche_Post | 2014 | 0 | 0 |
| Deutsche_Post | 2015 | 0 | 0 |
| Deutsche_Post | 2016 | 1 | 0 |
| Deutsche_Post | 2017 | 1 | 0 |
| Deutsche_Post | 2018 | 3 | 0 |
| Deutsche_Post | 2019 | 3 | 0 |
| Deutsche_Post | 2020 | 2 | 0 |
| Deutsche_Telekom | 2007 | 0 | 0 |
| Deutsche_Telekom | 2008 | 0 | 0 |
| Deutsche_Telekom | 2009 | 0 | 0 |
| Deutsche_Telekom | 2010 | 0 | 0 |
| Deutsche_Telekom | 2011 | 0 | 0 |
| Deutsche_Telekom | 2012 | 0 | 0 |
| Deutsche_Telekom | 2013 | 0 | 0 |
| Deutsche_Telekom | 2014 | 0 | 0 |
| Deutsche_Telekom | 2015 | 3 | 0 |
| Deutsche_Telekom | 2016 | 11 | 0 |
| Deutsche_Telekom | 2017 | 5 | 0 |
| Deutsche_Telekom | 2018 | 2 | 0 |
| Deutsche_Telekom | 2019 | 5 | 0 |
| Deutsche_Telekom | 2020 | 4 | 0 |
| Deutsche_Wohnen | 2007 | 0 | 0 |
| Deutsche_Wohnen | 2008 | 0 | 0 |
| Deutsche_Wohnen | 2009 | 0 | 0 |
| Deutsche_Wohnen | 2010 | 0 | 0 |
| Deutsche_Wohnen | 2011 | 0 | 0 |
| Deutsche_Wohnen | 2012 | 0 | 0 |
| Deutsche_Wohnen | 2013 | 0 | 0 |
| Deutsche_Wohnen | 2014 | 0 | 0 |
| Deutsche_Wohnen | 2015 | 0 | 0 |
| Deutsche_Wohnen | 2016 | 0 | 0 |
| Deutsche_Wohnen | 2017 | 0 | 0 |
| Deutsche_Wohnen | 2018 | 1 | 0 |
| Deutsche_Wohnen | 2019 | 0 | 0 |
| Deutsche_Wohnen | 2020 | 0 | 0 |
| E.ON | 2007 | 0 | 0 |
| E.ON | 2008 | 0 | 0 |
| E.ON | 2009 | 0 | 0 |
| E.ON | 2010 | 0 | 0 |
| E.ON | 2011 | 0 | 0 |
| E.ON | 2012 | 0 | 0 |
| E.ON | 2013 | 0 | 0 |
| E.ON | 2014 | 1 | 0 |
| E.ON | 2015 | 2 | 0 |
| E.ON | 2016 | 2 | 0 |
| E.ON | 2017 | 0 | 0 |
| E.ON | 2018 | 1 | 0 |
| E.ON | 2019 | 2 | 0 |
| E.ON | 2020 | 2 | 0 |
| Fresenius | 2007 | 0 | 0 |
| Fresenius | 2008 | 0 | 0 |
| Fresenius | 2009 | 0 | 0 |
| Fresenius | 2010 | 0 | 0 |
| Fresenius | 2011 | 0 | 0 |
| Fresenius | 2012 | 0 | 0 |
| Fresenius | 2013 | 0 | 0 |
| Fresenius | 2014 | 0 | 0 |
| Fresenius | 2015 | 0 | 0 |
| Fresenius | 2016 | 0 | 0 |
| Fresenius | 2017 | 0 | 0 |
| Fresenius | 2018 | 0 | 0 |
| Fresenius | 2019 | 0 | 0 |
| Fresenius | 2020 | 83 | 0 |
| Fresenius_Medical_Care | 2007 | 0 | 0 |
| Fresenius_Medical_Care | 2008 | 0 | 0 |
| Fresenius_Medical_Care | 2009 | 0 | 0 |
| Fresenius_Medical_Care | 2010 | 0 | 0 |
| Fresenius_Medical_Care | 2011 | 0 | 0 |
| Fresenius_Medical_Care | 2012 | 0 | 0 |
| Fresenius_Medical_Care | 2013 | 0 | 0 |
| Fresenius_Medical_Care | 2014 | 0 | 0 |
| Fresenius_Medical_Care | 2015 | 0 | 0 |
| Fresenius_Medical_Care | 2016 | 0 | 0 |
| Fresenius_Medical_Care | 2017 | 0 | 0 |
| Fresenius_Medical_Care | 2018 | 0 | 0 |
| Fresenius_Medical_Care | 2019 | 0 | 0 |
| Fresenius_Medical_Care | 2020 | 0 | 0 |
| Heidelberg_Cement | 2007 | 0 | 0 |
| Heidelberg_Cement | 2008 | 0 | 0 |
| Heidelberg_Cement | 2009 | 0 | 0 |
| Heidelberg_Cement | 2010 | 0 | 0 |
| Heidelberg_Cement | 2011 | 0 | 0 |
| Heidelberg_Cement | 2012 | 0 | 0 |
| Heidelberg_Cement | 2013 | 0 | 0 |
| Heidelberg_Cement | 2014 | 0 | 0 |
| Heidelberg_Cement | 2015 | 0 | 0 |
| Heidelberg_Cement | 2016 | 3 | 0 |
| Heidelberg_Cement | 2017 | 4 | 2 |
| Heidelberg_Cement | 2018 | 6 | 3 |
| Heidelberg_Cement | 2019 | 5 | 2 |
| Heidelberg_Cement | 2020 | 3 | 0 |
| Henkel_VZ | 2007 | 0 | 0 |
| Henkel_VZ | 2008 | 0 | 0 |
| Henkel_VZ | 2009 | 0 | 0 |
| Henkel_VZ | 2010 | 0 | 0 |
| Henkel_VZ | 2011 | 0 | 0 |
| Henkel_VZ | 2012 | 0 | 0 |
| Henkel_VZ | 2013 | 0 | 0 |
| Henkel_VZ | 2014 | 0 | 0 |
| Henkel_VZ | 2015 | 0 | 0 |
| Henkel_VZ | 2016 | 2 | 0 |
| Henkel_VZ | 2017 | 2 | 1 |
| Henkel_VZ | 2018 | 5 | 0 |
| Henkel_VZ | 2019 | 3 | 0 |
| Henkel_VZ | 2020 | 1 | 0 |
| Infineon | 2007 | 0 | 0 |
| Infineon | 2008 | 0 | 0 |
| Infineon | 2009 | 0 | 0 |
| Infineon | 2010 | 0 | 0 |
| Infineon | 2011 | 0 | 0 |
| Infineon | 2012 | 0 | 0 |
| Infineon | 2013 | 0 | 0 |
| Infineon | 2014 | 0 | 0 |
| Infineon | 2015 | 0 | 0 |
| Infineon | 2016 | 0 | 0 |
| Infineon | 2017 | 1 | 0 |
| Infineon | 2018 | 3 | 0 |
| Infineon | 2019 | 6 | 0 |
| Infineon | 2020 | 9 | 0 |
| Linde_plc | 2007 | 0 | 0 |
| Linde_plc | 2008 | 0 | 0 |
| Linde_plc | 2009 | 0 | 0 |
| Linde_plc | 2010 | 0 | 0 |
| Linde_plc | 2011 | 0 | 0 |
| Linde_plc | 2012 | 0 | 0 |
| Linde_plc | 2013 | 0 | 0 |
| Linde_plc | 2014 | 0 | 0 |
| Linde_plc | 2015 | 0 | 0 |
| Linde_plc | 2016 | 0 | 0 |
| Linde_plc | 2017 | 0 | 0 |
| Linde_plc | 2018 | 0 | 0 |
| Linde_plc | 2019 | 0 | 0 |
| Merck | 2007 | 0 | 0 |
| Merck | 2008 | 0 | 0 |
| Merck | 2009 | 0 | 0 |
| Merck | 2010 | 0 | 0 |
| Merck | 2011 | 0 | 0 |
| Merck | 2012 | 0 | 0 |
| Merck | 2013 | 0 | 0 |
| Merck | 2014 | 0 | 0 |
| Merck | 2015 | 0 | 1 |
| Merck | 2016 | 0 | 0 |
| Merck | 2017 | 0 | 0 |
| Merck | 2018 | 1 | 0 |
| Merck | 2019 | 2 | 0 |
| Merck | 2020 | 2 | 0 |
| MTU_Aero_Engines | 2007 | 0 | 0 |
| MTU_Aero_Engines | 2008 | 0 | 0 |
| MTU_Aero_Engines | 2009 | 0 | 0 |
| MTU_Aero_Engines | 2010 | 0 | 0 |
| MTU_Aero_Engines | 2011 | 0 | 0 |
| MTU_Aero_Engines | 2012 | 0 | 0 |
| MTU_Aero_Engines | 2013 | 0 | 0 |
| MTU_Aero_Engines | 2014 | 0 | 0 |
| MTU_Aero_Engines | 2015 | 0 | 0 |
| MTU_Aero_Engines | 2016 | 0 | 0 |
| MTU_Aero_Engines | 2017 | 0 | 0 |
| MTU_Aero_Engines | 2018 | 0 | 0 |
| MTU_Aero_Engines | 2019 | 1 | 0 |
| MTU_Aero_Engines | 2020 | 1 | 0 |
| Münchener_Rück | 2007 | 0 | 0 |
| Münchener_Rück | 2008 | 0 | 0 |
| Münchener_Rück | 2009 | 0 | 0 |
| Münchener_Rück | 2010 | 0 | 0 |
| Münchener_Rück | 2011 | 0 | 0 |
| Münchener_Rück | 2012 | 0 | 0 |
| Münchener_Rück | 2013 | 0 | 0 |
| Münchener_Rück | 2014 | 0 | 0 |
| Münchener_Rück | 2015 | 0 | 0 |
| Münchener_Rück | 2016 | 1 | 0 |
| Münchener_Rück | 2017 | 3 | 0 |
| Münchener_Rück | 2018 | 3 | 0 |
| Münchener_Rück | 2019 | 6 | 0 |
| Münchener_Rück | 2020 | 3 | 0 |
| RWE | 2007 | 0 | 0 |
| RWE | 2008 | 0 | 0 |
| RWE | 2009 | 0 | 0 |
| RWE | 2010 | 0 | 0 |
| RWE | 2011 | 0 | 0 |
| RWE | 2012 | 0 | 0 |
| RWE | 2013 | 0 | 0 |
| RWE | 2014 | 0 | 0 |
| RWE | 2015 | 0 | 0 |
| RWE | 2016 | 0 | 0 |
| RWE | 2017 | 0 | 0 |
| RWE | 2018 | 0 | 0 |
| RWE | 2019 | 0 | 0 |
| RWE | 2020 | 0 | 0 |
| SAP | 2007 | 0 | 0 |
| SAP | 2008 | 0 | 0 |
| SAP | 2009 | 0 | 0 |
| SAP | 2010 | 0 | 0 |
| SAP | 2011 | 0 | 0 |
| SAP | 2012 | 0 | 0 |
| SAP | 2013 | 0 | 0 |
| SAP | 2014 | 0 | 0 |
| SAP | 2015 | 1 | 0 |
| SAP | 2016 | 3 | 0 |
| SAP | 2017 | 19 | 0 |
| SAP | 2018 | 12 | 0 |
| SAP | 2019 | 3 | 0 |
| SAP | 2020 | 6 | 0 |
| Siemens | 2007 | 0 | 0 |
| Siemens | 2008 | 0 | 0 |
| Siemens | 2009 | 0 | 0 |
| Siemens | 2010 | 0 | 0 |
| Siemens | 2011 | 0 | 0 |
| Siemens | 2012 | 0 | 0 |
| Siemens | 2013 | 0 | 0 |
| Siemens | 2014 | 0 | 0 |
| Siemens | 2015 | 0 | 0 |
| Siemens | 2016 | 0 | 0 |
| Siemens | 2017 | 1 | 0 |
| Siemens | 2018 | 2 | 0 |
| Siemens | 2019 | 0 | 0 |
| Siemens | 2020 | 0 | 0 |
| Siemens_Energy | 2019 | 2 | 0 |
| Siemens_Energy | 2020 | 0 | 0 |
| Volkswagen_VZ | 2007 | 0 | 0 |
| Volkswagen_VZ | 2008 | 0 | 0 |
| Volkswagen_VZ | 2009 | 0 | 0 |
| Volkswagen_VZ | 2010 | 0 | 0 |
| Volkswagen_VZ | 2011 | 0 | 0 |
| Volkswagen_VZ | 2012 | 0 | 0 |
| Volkswagen_VZ | 2013 | 0 | 0 |
| Volkswagen_VZ | 2014 | 0 | 0 |
| Volkswagen_VZ | 2015 | 0 | 0 |
| Volkswagen_VZ | 2016 | 1 | 1 |
| Volkswagen_VZ | 2017 | 2 | 0 |
| Volkswagen_VZ | 2018 | 2 | 0 |
| Volkswagen_VZ | 2019 | 5 | 0 |
| Volkswagen_VZ | 2020 | 4 | 0 |
| Vonovia | 2007 | 0 | 0 |
| Vonovia | 2008 | 0 | 0 |
| Vonovia | 2009 | 0 | 0 |
| Vonovia | 2010 | 0 | 0 |
| Vonovia | 2011 | 0 | 0 |
| Vonovia | 2012 | 0 | 0 |
| Vonovia | 2013 | 0 | 0 |
| Vonovia | 2014 | 0 | 0 |
| Vonovia | 2015 | 0 | 0 |
| Vonovia | 2016 | 0 | 0 |
| Vonovia | 2017 | 0 | 0 |
| Vonovia | 2018 | 0 | 0 |
| Vonovia | 2019 | 0 | 0 |
| Vonovia | 2020 | 1 | 0 |
| Beiersdorf | 2015 | 0 | 0 |
| Beiersdorf | 2016 | 0 | 0 |
| Beiersdorf | 2017 | 0 | 0 |
| Beiersdorf | 2018 | 0 | 0 |
| Beiersdorf | 2019 | 4 | 0 |
| Beiersdorf | 2020 | 10 | 0 |