diff --git a/data/guardint_survey.csv b/data/guardint_survey.csv
index 2567b71..52dd140 100644
--- a/data/guardint_survey.csv
+++ b/data/guardint_survey.csv
@@ -44,41 +44,41 @@ Abschaltung VerAS-Datenbank durch re:publica-Aktion ""Bitte Nicht Durchleuchten"
36,France,23.0,Full-time,15.0,Male,25.0,A2: Advanced knowledge,A2: Advanced knowledge,A3: Some knowledge,A3: Some funding,Slightly important,Slightly important,Not important at all,Not important at all,Not important at all,Not important at all,Clearly beneficial for fundraising,No,,,,False,False,False,True,False,False,False,False,False,Public Campaigning,Very important,Very important,I prefer not to say,Very important,Slightly important,Somewhat important,Very important,Important,I prefer not to say,I prefer not to say,I prefer not to say,I prefer not to say,A2: Often (75% of the time),A4: Rarely (25% of the time),Agree completely,Agree somewhat,Agree to a great extent,Agree sligthly,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,No,Yes,No,Not important at all,Slightly important,Not important at all,Slightly important,Slightly important,Important,Not important at all,A4: I have no confidence in the protection offered by
technological tools,A2: Often,No,No,No,,"Yes, I suspect",No,,No,No,,,No,No,Yes,Yes,I don't know,I don't know,Yes,No,No,,,,,,,,No,No,No,No,,"A2: Intelligence agencies contradict democratic
principles, and their powers should be kept at a
bare minimum","A3: Intelligence oversight lacks efficacy,
hence a fundamental reorganization of oversight
capacity is needed for oversight practitioners
to reliably uncover past misconduct and prevent
future misconduct",True,True,False,False,False,True,False,Audit courts,CSOs | The media,,,,,CSOs | The media,Audit courts,Data protection authorities,,,,CSOs | The media,Audit courts,Data protection authorities,,,,CSO Professionals,False,False,False,False,False,False,False,False,,,,,,,,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,,,,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,
37,France,4.0,Full-time,2.0,Not specified,26.0,A4: Basic knowledge,A3: Some knowledge,A2: Advanced knowledge,A6: I don't know,,,,,,,,,,,,False,False,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,CSO Professionals,False,False,False,False,False,False,False,False,,,,,,,,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,,,,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,
38,France,18.0,Full-time,2.0,Not specified,26.0,A4: Basic knowledge,A3: Some knowledge,A2: Advanced knowledge,,,,,,,,,No,,,,False,False,False,True,False,False,False,False,False,Public Campaigning,Somewhat important,Very important,Slightly important,Very important,I prefer not to say,Very important,Important,I prefer not to say,,Important,,,A3: Sometimes (50% of the time),,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Yes,Yes,No,Very important,Important,Very important,Very important,Very important,Important,,"A2: Technological tools help to protect my identity
to some extent, but an attacker with sufficient power
may eventually be able to bypass my technological
safeguards",A3: Sometimes,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,CSO Professionals,False,False,False,False,False,False,False,False,,,,,,,,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,,,,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,
-39,United Kingdom,18.0,Part-time (>50%),3.0,Male,1.0,A3: Some knowledge,A3: Some knowledge,A3: Some knowledge,A3: Some funding,,,,,,,,No,,,,False,True,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Yes,Yes,No,Very important,Very important,Very important,Very important,Very important,Very important,,"A3: Under the current conditions of communications
surveillance, technological solutions cannot offer
sufficient protection for the data I handle",A1: Always,I don't know,I don't know,I don't know,,I don't know,No,,No,No,No,No,Yes,No,I don't know,No,No,No,No,No,No,,No,No,No,No,No,,,,,,,"A3: Intelligence agencies are necessary and
legitimate institutions of democratic states,
even though they may sometimes overstep their
legal mandates",A5: I prefer not to say,False,False,True,False,False,False,False,CSOs | The media,Parliamentary oversight bodies,Judicial oversight bodies,,,,CSOs | The media,Judicial oversight bodies,Parliamentary oversight bodies,,,,,,,,,,Media Professionals,False,False,False,False,False,False,True,False,A1: I had enough time,I don't know,Yes,I don't know,1.0,1.0,AO01,False,False,False,False,True,False,False,False,False,False,False,False,False,False,True,A1: Always,A2: Often (75% of the time),Yes,False,False,False,False,True,False,False,False,False,False,True,False,True,False,False,False,False,True,,I don't know,,,No,,,No,I don't know,,,,No,No,No,No,No,
-40,United Kingdom,18.0,Full-time,4.0,Male,2.0,A4: Basic knowledge,A4: Basic knowledge,A3: Some knowledge,A4: Little funding,,,,,,,,No,,,,False,True,False,True,False,False,False,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,No,Yes,No,Somewhat important,Slightly important,Slightly important,Important,Slightly important,Important,,"A3: Under the current conditions of communications
surveillance, technological solutions cannot offer
sufficient protection for the data I handle",A3: Sometimes,No,Yes,I don't know,,I don't know,No,,No,No,No,No,No,No,No,No,No,No,No,No,Yes,,No,No,No,No,No,,,,,,,"A3: Intelligence agencies are necessary and
legitimate institutions of democratic states,
even though they may sometimes overstep their
legal mandates","A3: Intelligence oversight lacks efficacy,
hence a fundamental reorganization of oversight
capacity is needed for oversight practitioners
to reliably uncover past misconduct and prevent
future misconduct",False,True,False,True,False,False,False,Audit courts,CSOs | The media,Judicial oversight bodies,,,,Independent expert bodies,Audit courts,,,,,Audit courts,Judicial oversight bodies,,,,,Media Professionals,True,False,False,False,False,False,False,True,A3: I had very little time,No,I don't know,I don't know,6.0,1.0,AO05,False,True,False,True,False,False,False,False,True,False,False,False,False,True,False,A3: Sometimes (50% of the time),A3: Sometimes (50% of the time),No,False,False,False,False,True,False,False,False,False,False,False,False,False,False,False,False,False,False,Not important at all,I don't know,,,No,,,No,I don't know,,,,No,No,No,No,No,
-41,United Kingdom,6.0,Freelance,2.0,Not specified,4.0,A3: Some knowledge,A4: Basic knowledge,A4: Basic knowledge,A5: No funding,,,,,,,,Yes,2.0,"A1: Yes, within 30 days",A2: Helpful in parts,False,False,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,Media Professionals,False,False,False,False,False,False,False,False,A2: I had some time,No,No,I don't know,,,,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,,,,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,
-42,United Kingdom,9.0,Full-time,1.0,Not specified,20.0,A4: Basic knowledge,A3: Some knowledge,A4: Basic knowledge,A3: Some funding,,,,,,,,No,,,,False,False,True,True,False,False,False,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,Media Professionals,True,False,False,False,False,False,False,False,A3: I had very little time,No,I don't know,No,2.0,,AO04,True,True,True,False,False,False,False,False,False,False,False,False,False,True,False,A2: Often (75% of the time),A5: Never,,False,False,True,True,False,False,False,False,False,False,False,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,
-43,United Kingdom,8.0,Full-time,0.0,Not specified,10.0,A4: Basic knowledge,A4: Basic knowledge,A4: Basic knowledge,A6: I don't know,,,,,,,,No,,,,False,False,False,False,False,False,True,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,Media Professionals,True,False,False,False,False,False,False,False,A5: I don't know,No,I don't know,I don't know,0.0,0.0,AO05,True,True,False,False,False,False,False,False,True,True,False,False,False,False,False,A4: Rarely (25% of the time),A3: Sometimes (50% of the time),No,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,
-44,United Kingdom,18.0,I prefer not to say,0.0,I prefer not to say,,A5: No knowledge,A5: No knowledge,A4: Basic knowledge,A6: I don't know,,,,,,,,No,,,,False,False,False,True,False,False,False,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Yes,Yes,No,Slightly important,Not important at all,Not important at all,Very important,Slightly important,Somewhat important,I don't know,A4: I have no confidence in the protection offered by
technological tools,A6: I don't know,I don't know,I don't know,I don't know,,"Yes, I suspect",No,,,,,,,,,,,,,No,No,No,,,,,,,,,,,,"A3: Intelligence agencies are necessary and
legitimate institutions of democratic states,
even though they may sometimes overstep their
legal mandates",A5: I prefer not to say,False,True,False,False,False,True,False,,,,,,,,,,,,,,,,,,,Media Professionals,False,True,True,False,False,False,True,False,A4: I had no time,I don't know,I don't know,I don't know,5.0,0.0,AO05,False,False,False,False,False,True,False,False,False,False,False,False,False,False,False,A6: I don't know,A6: I don't know,,False,False,False,False,False,False,False,True,False,False,False,False,False,False,False,True,False,False,Not important at all,I don't know,,,No,,,I don't know,I don't know,,,,,,,,,
-45,United Kingdom,18.0,Full-time,15.0,Male,2.0,A4: Basic knowledge,A3: Some knowledge,A3: Some knowledge,A2: Sufficient funding,,,,,,,,Yes,20.0,"A2: No, usually longer than 30 days",A1: Very helpful,False,False,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Yes,Yes,Yes,Important,Important,Slightly important,Very important,Important,Very important,,"A3: Under the current conditions of communications
surveillance, technological solutions cannot offer
sufficient protection for the data I handle",A4: Rarely,Yes,Yes,I don't know,I don't know,"Yes, I suspect",No,,No,No,No,No,No,No,No,No,No,No,No,No,No,,No,No,No,No,No,No,,,,,,"A2: Intelligence agencies contradict democratic
principles, and their powers should be kept at a
bare minimum",A4: Effective intelligence oversight is a
hopeless endeavour and even a systematic
reorganization is unlikely to ensure misconduct
is uncovered and prevented.,False,False,True,True,False,True,False,Data protection authorities,CSOs | The media,Judicial oversight bodies,Independent expert bodies,Parliamentary oversight bodies,Audit courts,CSOs | The media,Data protection authorities,Independent expert bodies,Judicial oversight bodies,Parliamentary oversight bodies,Audit courts,Data protection authorities,Judicial oversight bodies,CSOs | The media,Audit courts,Parliamentary oversight bodies,Independent expert bodies,Media Professionals,False,False,False,False,False,False,True,False,A1: I had enough time,No,No,No,10.0,8.0,AO02,False,False,True,True,True,False,False,False,False,False,True,False,True,False,False,A3: Sometimes (50% of the time),A5: Never,,False,False,True,False,True,False,False,False,False,False,False,False,False,False,False,False,False,False,Important,I don't know,,,No,,,Yes,No,5.0,No,No,Yes,Yes,Yes,Yes,Yes,
-46,United Kingdom,17.0,Full-time,4.0,Male,15.0,A3: Some knowledge,A3: Some knowledge,A3: Some knowledge,A2: Sufficient funding,,,,,,,,No,,,,False,True,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Yes,Yes,No,Very important,Somewhat important,Somewhat important,Very important,Important,Very important,,"A2: Technological tools help to protect my identity
to some extent, but an attacker with sufficient power
may eventually be able to bypass my technological
safeguards",A3: Sometimes,No,I prefer not to say,I prefer not to say,I prefer not to say,I don't know,No,,No,No,No,No,No,No,I don't know,No,No,No,No,I prefer not to say,I prefer not to say,,No,No,No,No,No,No,,,,,,"A3: Intelligence agencies are necessary and
legitimate institutions of democratic states,
even though they may sometimes overstep their
legal mandates","A3: Intelligence oversight lacks efficacy,
hence a fundamental reorganization of oversight
capacity is needed for oversight practitioners
to reliably uncover past misconduct and prevent
future misconduct",True,True,True,False,False,False,False,CSOs | The media,Judicial oversight bodies,Parliamentary oversight bodies,,,,CSOs | The media,Judicial oversight bodies,Independent expert bodies,Parliamentary oversight bodies,,,Judicial oversight bodies,Parliamentary oversight bodies,Data protection authorities,,,,Media Professionals,False,False,False,False,False,False,True,False,A1: I had enough time,No,Yes,No,30.0,20.0,AO03,False,False,True,True,True,False,False,True,False,True,True,True,True,True,False,A3: Sometimes (50% of the time),A5: Never,,False,True,False,False,False,False,False,False,False,False,False,False,False,True,True,False,False,True,,No,,,No,,,Yes,No,2.0,No,No,No,No,Yes,No,No,Yes
-47,United Kingdom,18.0,Full-time,5.0,Not specified,10.0,A2: Advanced knowledge,A2: Advanced knowledge,A3: Some knowledge,A6: I don't know,,,,,,,,Yes,3.0,"A2: No, usually longer than 30 days",A3: Not helpful at all,False,False,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Yes,Yes,Yes,Very important,Very important,Very important,Very important,Very important,Very important,,"A2: Technological tools help to protect my identity
to some extent, but an attacker with sufficient power
may eventually be able to bypass my technological
safeguards",A1: Always,No,Yes,Yes,,I don't know,No,,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,,,,,,A5: I prefer not to say,A5: I prefer not to say,False,False,False,False,False,False,True,Judicial oversight bodies,CSOs | The media,Data protection authorities,Independent expert bodies,Parliamentary oversight bodies,,,,,,,,,,,,,,Media Professionals,False,False,False,False,False,True,False,False,A1: I had enough time,I don't know,No,No,10.0,5.0,AO03,True,True,True,True,True,False,False,False,True,True,True,True,True,True,False,A2: Often (75% of the time),A3: Sometimes (50% of the time),Yes,False,False,False,False,False,True,False,False,False,False,False,False,False,False,False,False,False,True,Important,No,,,No,,,Yes,No,,No,No,No,No,No,Yes,No,No
-48,United Kingdom,17.0,,,Not specified,,,,,,,,,,,,,,,,,False,False,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,False,False,False,False,True,False,False,,,,,,,,,,,,,,,,,,,Media Professionals,False,False,False,False,False,False,False,False,,,,,,,,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,,,,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,
-49,Germany,5.0,Full-time,2.0,Not specified,12.0,A2: Advanced knowledge,A1: Expert knowledge,A2: Advanced knowledge,A4: Little funding,,,,,,,,No,,,,False,True,False,True,False,False,False,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,Media Professionals,False,False,False,False,True,False,True,False,A3: I had very little time,No,,,,,,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,,,,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,
-50,Germany,18.0,Full-time,10.0,Female,7.0,A2: Advanced knowledge,A2: Advanced knowledge,A2: Advanced knowledge,A3: Some funding,,,,,,,,Yes,20.0,"A2: No, usually longer than 30 days",A2: Helpful in parts,False,False,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Yes,Yes,Yes,Very important,Important,Somewhat important,Very important,Very important,Very important,I don't know,"A2: Technological tools help to protect my identity
to some extent, but an attacker with sufficient power
may eventually be able to bypass my technological
safeguards",A3: Sometimes,No,Yes,No,I don't know,I don't know,No,,No,No,No,No,No,No,No,No,No,Yes,No,I prefer not to say,I prefer not to say,I prefer not to say,No,No,No,No,No,No,,,,,,"A2: Intelligence agencies contradict democratic
principles, and their powers should be kept at a
bare minimum","A3: Intelligence oversight lacks efficacy,
hence a fundamental reorganization of oversight
capacity is needed for oversight practitioners
to reliably uncover past misconduct and prevent
future misconduct",True,True,False,False,False,True,False,Parliamentary oversight bodies,CSOs | The media,Judicial oversight bodies,Audit courts,Independent expert bodies,Data protection authorities,Judicial oversight bodies,CSOs | The media,Audit courts,,,,Judicial oversight bodies,Parliamentary oversight bodies,,,,,Media Professionals,False,False,False,False,False,False,True,False,A2: I had some time,Yes,Yes,Yes,10.0,10.0,AO03,True,False,True,True,True,False,False,False,False,False,True,True,True,True,False,A4: Rarely (25% of the time),A5: Never,,False,True,False,False,True,False,False,False,False,False,True,False,False,False,False,False,False,True,Slightly important,Yes,Yes,Yes,Yes,Never,,No,I don't know,,,,No,No,No,No,No,No
-51,Germany,18.0,Freelance,2.0,I prefer not to say,10.0,A2: Advanced knowledge,A3: Some knowledge,A3: Some knowledge,A5: No funding,,,,,,,,Yes,2.0,"A2: No, usually longer than 30 days",A3: Not helpful at all,False,False,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Yes,Yes,No,Important,Slightly important,Not important at all,Very important,Very important,Somewhat important,,"A3: Under the current conditions of communications
surveillance, technological solutions cannot offer
sufficient protection for the data I handle",A4: Rarely,I don't know,,,,"Yes, I have evidence",No,,,,,,,,Yes,,,,Yes,No,No,,,,,,,,,,,,,A1: Intelligence agencies are incompatible with
democratic values and should be abolished,A4: Effective intelligence oversight is a
hopeless endeavour and even a systematic
reorganization is unlikely to ensure misconduct
is uncovered and prevented.,False,True,False,False,False,False,False,Independent expert bodies,Data protection authorities,CSOs | The media,,,,Independent expert bodies,,,,,,Independent expert bodies,CSOs | The media,,,,,Media Professionals,False,False,False,False,False,False,True,False,A1: I had enough time,I don't know,I don't know,I don't know,5.0,5.0,AO03,False,False,False,True,True,False,False,False,False,False,True,False,True,False,False,A2: Often (75% of the time),A4: Rarely (25% of the time),,False,False,False,False,True,False,False,True,False,False,False,False,False,False,False,True,False,False,Not important at all,I don't know,,,Yes,"No, usually longer than 30 days","Partly, the information provided was somewhat
helpful but contained omissions",No,I don't know,,,,,,,,,
-52,Germany,18.0,Freelance,5.0,Male,4.0,A4: Basic knowledge,A3: Some knowledge,A2: Advanced knowledge,A3: Some funding,,,,,,,,No,,,,False,True,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Yes,Yes,Yes,Very important,Very important,Very important,Very important,Very important,Very important,I don't know,"A2: Technological tools help to protect my identity
to some extent, but an attacker with sufficient power
may eventually be able to bypass my technological
safeguards",A1: Always,I prefer not to say,No,No,I don't know,"Yes, I suspect",Yes,I was threatened with prosecution,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,No,,,,,,A1: Intelligence agencies are incompatible with
democratic values and should be abolished,A4: Effective intelligence oversight is a
hopeless endeavour and even a systematic
reorganization is unlikely to ensure misconduct
is uncovered and prevented.,True,True,False,False,False,True,False,Independent expert bodies,CSOs | The media,Data protection authorities,Parliamentary oversight bodies,Audit courts,Judicial oversight bodies,Parliamentary oversight bodies,Judicial oversight bodies,Audit courts,Data protection authorities,Independent expert bodies,CSOs | The media,Judicial oversight bodies,Audit courts,Parliamentary oversight bodies,Data protection authorities,Independent expert bodies,CSOs | The media,Media Professionals,False,False,False,False,False,False,True,False,A3: I had very little time,Yes,Yes,Yes,3.0,3.0,AO03,True,True,False,False,True,False,False,False,False,False,True,True,True,True,False,A2: Often (75% of the time),A4: Rarely (25% of the time),,True,True,False,True,False,False,False,False,False,False,False,False,True,False,False,False,False,False,Slightly important,No,,,Yes,"No, usually longer than 30 days","No, the information provided was not at all helpful",No,I don't know,,,,Yes,No,No,Yes,No,No
-53,Germany,18.0,Part-time (>50%),1.0,Male,2.0,A2: Advanced knowledge,A2: Advanced knowledge,A3: Some knowledge,A3: Some funding,,,,,,,,I prefer not to say,,,,False,False,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,I prefer not to say,I prefer not to say,,I prefer not to say,I prefer not to say,I prefer not to say,I prefer not to say,I prefer not to say,I prefer not to say,I prefer not to say,"A2: Technological tools help to protect my identity
to some extent, but an attacker with sufficient power
may eventually be able to bypass my technological
safeguards",A4: Rarely,I prefer not to say,I don't know,I don't know,I don't know,I don't know,No,,No,No,No,No,No,No,No,No,No,No,No,I prefer not to say,I prefer not to say,I prefer not to say,No,No,No,No,No,No,,,,,,A5: I prefer not to say,"A3: Intelligence oversight lacks efficacy,
hence a fundamental reorganization of oversight
capacity is needed for oversight practitioners
to reliably uncover past misconduct and prevent
future misconduct",True,True,False,False,True,False,False,Parliamentary oversight bodies,CSOs | The media,Independent expert bodies,Judicial oversight bodies,Data protection authorities,Audit courts,Judicial oversight bodies,Data protection authorities,Parliamentary oversight bodies,Audit courts,Independent expert bodies,CSOs | The media,Judicial oversight bodies,Parliamentary oversight bodies,Data protection authorities,Audit courts,Independent expert bodies,CSOs | The media,Media Professionals,False,True,False,False,False,False,True,False,A2: I had some time,I prefer not to say,No,I don't know,8.0,5.0,AO02,False,False,False,False,False,False,False,True,True,False,False,False,False,True,False,A3: Sometimes (50% of the time),A7: I prefer not to say,,False,False,False,False,False,False,True,False,False,False,False,False,False,False,False,False,True,False,I prefer not to say,I prefer not to say,,,I prefer not to say,,,I prefer not to say,I prefer not to say,,,,No,No,No,No,No,
-54,Germany,18.0,Full-time,2.0,Male,15.0,A2: Advanced knowledge,A1: Expert knowledge,A3: Some knowledge,A3: Some funding,,,,,,,,Yes,20.0,"A2: No, usually longer than 30 days",A2: Helpful in parts,False,False,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Yes,Yes,No,Very important,Very important,Important,Important,Very important,Important,Very important,A5: I try to avoid technology-based communication whenever
possible when I work on intelligence-related issues,A1: Always,Yes,Yes,Yes,Yes,I don't know,No,,No,No,No,No,I don't know,No,Yes,No,I don't know,I don't know,No,No,No,I don't know,No,No,No,No,I don't know,I don't know,,,,,,"A3: Intelligence agencies are necessary and
legitimate institutions of democratic states,
even though they may sometimes overstep their
legal mandates","A3: Intelligence oversight lacks efficacy,
hence a fundamental reorganization of oversight
capacity is needed for oversight practitioners
to reliably uncover past misconduct and prevent
future misconduct",True,True,False,True,False,False,False,CSOs | The media,Independent expert bodies,Data protection authorities,,,,Data protection authorities,CSOs | The media,Independent expert bodies,Judicial oversight bodies,,,Parliamentary oversight bodies,Judicial oversight bodies,Data protection authorities,,,,Media Professionals,False,False,False,True,False,False,False,False,A2: I had some time,Yes,Yes,No,4.0,1.0,AO04,False,False,False,False,True,False,False,True,False,False,True,True,True,True,False,A3: Sometimes (50% of the time),A3: Sometimes (50% of the time),No,False,False,False,False,True,True,False,False,False,False,True,True,True,True,False,False,False,False,Somewhat important,Yes,Yes,I don't know,No,,,No,No,,,,No,No,No,No,No,No
-55,Germany,12.0,Full-time,6.0,Not specified,5.0,A4: Basic knowledge,A4: Basic knowledge,A3: Some knowledge,A2: Sufficient funding,,,,,,,,Yes,3.0,"A1: Yes, within 30 days",A2: Helpful in parts,False,False,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Yes,Yes,I prefer not to say,Slightly important,Important,Important,Very important,Important,Very important,I don't know,"A2: Technological tools help to protect my identity
to some extent, but an attacker with sufficient power
may eventually be able to bypass my technological
safeguards",A2: Often,No,Yes,I don't know,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,Media Professionals,False,False,False,True,True,False,False,True,A1: I had enough time,No,No,I don't know,3.0,3.0,AO03,True,False,False,True,True,False,False,False,True,True,False,False,False,True,False,A2: Often (75% of the time),A5: Never,,True,True,False,False,True,False,False,False,False,False,True,False,True,False,False,False,False,False,Somewhat important,I prefer not to say,,,No,,,,,,,,,,,,,
-56,Germany,6.0,,,Not specified,,,,,,,,,,,,,,,,,False,False,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,Media Professionals,False,False,False,False,False,False,False,False,,,,,,,,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,,,,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,
-57,Germany,18.0,Full-time,1.0,Male,7.0,A5: No knowledge,A4: Basic knowledge,A3: Some knowledge,A5: No funding,,,,,,,,No,,,,False,True,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Yes,Yes,No,Very important,Important,Very important,Very important,Very important,Important,,"A2: Technological tools help to protect my identity
to some extent, but an attacker with sufficient power
may eventually be able to bypass my technological
safeguards",A1: Always,No,No,No,,I don't know,No,,No,No,No,No,Yes,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,,,,,,A5: I prefer not to say,"A3: Intelligence oversight lacks efficacy,
hence a fundamental reorganization of oversight
capacity is needed for oversight practitioners
to reliably uncover past misconduct and prevent
future misconduct",True,True,False,True,False,False,False,CSOs | The media,Independent expert bodies,Parliamentary oversight bodies,Judicial oversight bodies,Data protection authorities,,CSOs | The media,Independent expert bodies,Judicial oversight bodies,Parliamentary oversight bodies,Data protection authorities,Audit courts,Judicial oversight bodies,Parliamentary oversight bodies,Data protection authorities,Audit courts,,,Media Professionals,True,False,False,False,False,False,True,False,A4: I had no time,No,I don't know,I don't know,0.0,0.0,AO05,True,False,False,True,True,False,False,False,False,False,False,False,False,True,True,A2: Often (75% of the time),A3: Sometimes (50% of the time),No,True,True,True,False,True,False,False,False,False,False,True,False,False,False,False,False,False,False,Somewhat important,I don't know,,,No,,,No,I don't know,,,,No,No,No,No,No,
-58,Germany,18.0,Full-time,5.0,Male,35.0,A3: Some knowledge,A2: Advanced knowledge,A2: Advanced knowledge,A4: Little funding,,,,,,,,No,,,,False,True,False,True,False,False,False,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Yes,Yes,Very important,Important,Somewhat important,Very important,Very important,Very important,,"A2: Technological tools help to protect my identity
to some extent, but an attacker with sufficient power
may eventually be able to bypass my technological
safeguards",A2: Often,No,Yes,Yes,,No,No,,No,No,No,No,No,No,No,Yes,No,No,No,No,Yes,,No,No,No,No,No,,,,,,,"A2: Intelligence agencies contradict democratic
principles, and their powers should be kept at a
bare minimum","A3: Intelligence oversight lacks efficacy,
hence a fundamental reorganization of oversight
capacity is needed for oversight practitioners
to reliably uncover past misconduct and prevent
future misconduct",True,True,False,False,False,True,False,CSOs | The media,Independent expert bodies,Data protection authorities,Parliamentary oversight bodies,,,Judicial oversight bodies,Data protection authorities,CSOs | The media,,,,Parliamentary oversight bodies,Judicial oversight bodies,,,,,Media Professionals,False,False,True,False,False,False,False,True,A2: I had some time,No,Yes,No,20.0,15.0,AO02,False,False,True,True,True,False,False,False,False,False,True,True,False,True,False,A2: Often (75% of the time),A3: Sometimes (50% of the time),Yes,False,False,False,False,True,True,False,False,False,False,True,True,False,False,False,False,False,False,Very important,Yes,Yes,No,Yes,"No, usually longer than 30 days","Partly, the information provided was somewhat
helpful but contained omissions",No,No,,,,No,No,Yes,No,No,
-59,Germany,15.0,Full-time,2.0,Not specified,5.0,A2: Advanced knowledge,A2: Advanced knowledge,A4: Basic knowledge,A5: No funding,,,,,,,,No,,,,False,False,False,False,True,False,False,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Yes,Yes,No,Slightly important,Important,Somewhat important,Important,Slightly important,Very important,,"A2: Technological tools help to protect my identity
to some extent, but an attacker with sufficient power
may eventually be able to bypass my technological
safeguards",A3: Sometimes,I prefer not to say,Yes,I don't know,,I don't know,No,,No,No,No,No,No,No,No,Yes,No,No,No,Yes,No,,No,No,No,No,No,No,,,,,,,,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,Media Professionals,False,False,False,False,False,False,True,False,A2: I had some time,Yes,No,I don't know,10.0,1.0,AO02,True,False,False,False,True,False,False,False,True,False,True,False,False,False,False,A4: Rarely (25% of the time),A5: Never,,False,False,False,False,False,False,True,False,False,False,False,True,True,False,False,False,False,False,Slightly important,Yes,No,I don't know,No,,,Yes,I don't know,7.0,No,No,No,No,Yes,No,No,
-60,Germany,6.0,Freelance,2.0,Not specified,11.0,A3: Some knowledge,A2: Advanced knowledge,A2: Advanced knowledge,A3: Some funding,,,,,,,,No,,,,False,False,False,True,False,False,False,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,Media Professionals,False,False,False,True,False,False,False,False,A3: I had very little time,No,Yes,Yes,,,,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,,,,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,
-61,Germany,18.0,Full-time,21.0,Male,20.0,A1: Expert knowledge,A2: Advanced knowledge,A2: Advanced knowledge,A1: A great deal of funding,,,,,,,,Yes,2.0,"A2: No, usually longer than 30 days",A2: Helpful in parts,False,False,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Yes,Yes,Yes,Somewhat important,Important,Slightly important,Very important,Very important,Important,,"A2: Technological tools help to protect my identity
to some extent, but an attacker with sufficient power
may eventually be able to bypass my technological
safeguards",A2: Often,Yes,Yes,Yes,I don't know,I don't know,No,,No,No,No,No,No,No,No,No,No,Yes,No,Yes,Yes,,No,No,No,No,No,No,,,,,,A4: Intelligence agencies are a vital component
of national security and should be shielded from
excessive bureaucratic restrictions,"A3: Intelligence oversight lacks efficacy,
hence a fundamental reorganization of oversight
capacity is needed for oversight practitioners
to reliably uncover past misconduct and prevent
future misconduct",True,False,False,False,True,True,False,Judicial oversight bodies,Data protection authorities,Audit courts,Independent expert bodies,Parliamentary oversight bodies,CSOs | The media,Judicial oversight bodies,Data protection authorities,Audit courts,CSOs | The media,Parliamentary oversight bodies,Independent expert bodies,Judicial oversight bodies,Data protection authorities,Audit courts,Independent expert bodies,Parliamentary oversight bodies,CSOs | The media,Media Professionals,False,False,False,True,True,False,False,True,A1: I had enough time,Yes,Yes,I don't know,30.0,5.0,AO02,True,True,True,False,True,False,False,False,True,True,True,False,False,True,False,A3: Sometimes (50% of the time),A4: Rarely (25% of the time),,False,True,False,True,True,False,False,False,False,False,False,False,False,True,True,False,False,False,Somewhat important,No,,,Yes,"No, usually longer than 30 days","Partly, the information provided was somewhat
helpful but contained omissions",Yes,No,10.0,No,Yes,No,No,Yes,No,No,No
-62,Germany,7.0,,,Not specified,,,,,,,,,,,,,,,,,False,False,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,Media Professionals,False,False,False,False,False,False,False,False,,,,,,,,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,,,,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,
-63,Germany,18.0,Full-time,6.0,Male,14.0,A3: Some knowledge,A2: Advanced knowledge,A4: Basic knowledge,A1: A great deal of funding,,,,,,,,No,,,,False,False,False,False,False,False,True,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,No,Yes,Yes,Somewhat important,Very important,,Very important,Important,Very important,I don't know,"A2: Technological tools help to protect my identity
to some extent, but an attacker with sufficient power
may eventually be able to bypass my technological
safeguards",A1: Always,No,Yes,Yes,I don't know,"Yes, I suspect",No,,No,No,No,No,No,No,No,No,No,No,No,Yes,Yes,Yes,No,No,No,No,No,No,,,,,,"A3: Intelligence agencies are necessary and
legitimate institutions of democratic states,
even though they may sometimes overstep their
legal mandates","A3: Intelligence oversight lacks efficacy,
hence a fundamental reorganization of oversight
capacity is needed for oversight practitioners
to reliably uncover past misconduct and prevent
future misconduct",True,True,False,True,False,False,False,CSOs | The media,Independent expert bodies,Judicial oversight bodies,Audit courts,Data protection authorities,Parliamentary oversight bodies,Judicial oversight bodies,Parliamentary oversight bodies,Audit courts,Data protection authorities,Independent expert bodies,CSOs | The media,Judicial oversight bodies,Parliamentary oversight bodies,Audit courts,Data protection authorities,CSOs | The media,Independent expert bodies,Media Professionals,False,False,True,False,False,False,False,False,A3: I had very little time,No,Yes,No,12.0,9.0,AO02,True,False,True,True,True,False,False,False,True,True,True,False,True,True,False,A2: Often (75% of the time),A3: Sometimes (50% of the time),No,False,False,False,True,True,False,False,False,False,True,True,False,True,True,False,False,False,False,Important,Yes,No,No,No,,,No,No,,,,No,No,Yes,Yes,,No
-64,Germany,18.0,Full-time,10.0,Male,10.0,A2: Advanced knowledge,A1: Expert knowledge,A2: Advanced knowledge,A1: A great deal of funding,,,,,,,,Yes,10.0,"A2: No, usually longer than 30 days",A2: Helpful in parts,False,False,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Yes,Yes,I prefer not to say,Very important,Very important,Very important,Very important,Very important,Very important,I prefer not to say,"A2: Technological tools help to protect my identity
to some extent, but an attacker with sufficient power
may eventually be able to bypass my technological
safeguards",A3: Sometimes,I don't know,I don't know,I don't know,,"Yes, I suspect",Yes,I was threatened with prosecution,No,No,No,No,I don't know,No,Yes,No,No,Yes,,No,Yes,,No,No,I don't know,No,No,Yes,,,,,,"A2: Intelligence agencies contradict democratic
principles, and their powers should be kept at a
bare minimum",A4: Effective intelligence oversight is a
hopeless endeavour and even a systematic
reorganization is unlikely to ensure misconduct
is uncovered and prevented.,True,True,False,False,False,True,False,CSOs | The media,Data protection authorities,Independent expert bodies,Parliamentary oversight bodies,Audit courts,Judicial oversight bodies,CSOs | The media,Parliamentary oversight bodies,Independent expert bodies,Judicial oversight bodies,Audit courts,Data protection authorities,Judicial oversight bodies,Parliamentary oversight bodies,Audit courts,Data protection authorities,Independent expert bodies,CSOs | The media,Media Professionals,False,False,False,False,False,False,True,False,A2: I had some time,I don't know,Yes,No,10.0,10.0,AO02,False,False,True,True,True,False,False,True,False,False,True,False,True,True,True,A4: Rarely (25% of the time),A4: Rarely (25% of the time),,False,False,False,False,True,False,False,False,False,False,True,True,True,True,True,False,False,False,Slightly important,No,,,Yes,"No, usually longer than 30 days","No, the information provided was not at all helpful",Yes,I don't know,,No,I prefer not to say,,,,,,
-65,Germany,18.0,Full-time,5.0,Male,7.0,A3: Some knowledge,A2: Advanced knowledge,A3: Some knowledge,A2: Sufficient funding,,,,,,,,No,,,,False,False,True,True,False,False,False,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Yes,Yes,Yes,Slightly important,Slightly important,Very important,Very important,Very important,Very important,,"A2: Technological tools help to protect my identity
to some extent, but an attacker with sufficient power
may eventually be able to bypass my technological
safeguards",A3: Sometimes,Yes,I don't know,I don't know,,I prefer not to say,No,,No,No,No,No,No,No,No,No,No,No,No,I prefer not to say,I prefer not to say,I prefer not to say,No,No,No,No,No,,,,,,,"A3: Intelligence agencies are necessary and
legitimate institutions of democratic states,
even though they may sometimes overstep their
legal mandates","A3: Intelligence oversight lacks efficacy,
hence a fundamental reorganization of oversight
capacity is needed for oversight practitioners
to reliably uncover past misconduct and prevent
future misconduct",True,True,False,False,False,True,False,Judicial oversight bodies,CSOs | The media,Parliamentary oversight bodies,Independent expert bodies,Data protection authorities,Audit courts,Judicial oversight bodies,Parliamentary oversight bodies,Audit courts,Data protection authorities,Independent expert bodies,CSOs | The media,Judicial oversight bodies,Audit courts,Parliamentary oversight bodies,Data protection authorities,CSOs | The media,Independent expert bodies,Media Professionals,False,True,False,False,False,False,True,False,A2: I had some time,Yes,I don't know,I don't know,5.0,5.0,AO03,False,False,False,False,True,False,False,True,True,False,True,False,True,True,False,A4: Rarely (25% of the time),A4: Rarely (25% of the time),,False,True,False,False,True,False,False,False,False,False,False,False,False,False,False,False,True,False,Somewhat important,No,,,Yes,"Yes, within 30 days","Partly, the information provided was somewhat
helpful but contained omissions",I prefer not to say,I don't know,,,,No,No,No,No,No,
-66,Germany,18.0,Full-time,2.0,Male,20.0,A1: Expert knowledge,A1: Expert knowledge,A3: Some knowledge,A2: Sufficient funding,,,,,,,,No,,,,False,False,False,False,False,False,True,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,No,Yes,No,Somewhat important,Somewhat important,Slightly important,Very important,Very important,Very important,Not important at all,"A3: Under the current conditions of communications
surveillance, technological solutions cannot offer
sufficient protection for the data I handle",A5: Never,Yes,Yes,I don't know,,I don't know,No,,No,No,No,No,No,No,No,No,No,No,No,No,Yes,,No,No,No,No,No,No,,,,,,"A3: Intelligence agencies are necessary and
legitimate institutions of democratic states,
even though they may sometimes overstep their
legal mandates","A3: Intelligence oversight lacks efficacy,
hence a fundamental reorganization of oversight
capacity is needed for oversight practitioners
to reliably uncover past misconduct and prevent
future misconduct",True,True,False,True,False,False,False,Judicial oversight bodies,CSOs | The media,Independent expert bodies,Data protection authorities,Parliamentary oversight bodies,,Judicial oversight bodies,CSOs | The media,Independent expert bodies,Data protection authorities,Parliamentary oversight bodies,,Judicial oversight bodies,Data protection authorities,Parliamentary oversight bodies,CSOs | The media,,,Media Professionals,False,False,False,False,True,False,True,False,A1: I had enough time,I don't know,Yes,I don't know,10.0,5.0,AO03,True,False,True,True,False,False,False,True,True,False,True,True,True,True,False,A2: Often (75% of the time),A5: Never,,False,False,False,False,False,False,True,False,False,False,False,False,False,False,False,False,False,False,Not important at all,Yes,No,Yes,No,,,No,No,,,,No,No,No,No,No,No
-67,Germany,18.0,Freelance,4.0,Male,,A1: Expert knowledge,A1: Expert knowledge,A2: Advanced knowledge,A3: Some funding,,,,,,,,No,,,,False,True,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,No,Yes,No,Important,Somewhat important,Slightly important,Important,Important,Somewhat important,,"A2: Technological tools help to protect my identity
to some extent, but an attacker with sufficient power
may eventually be able to bypass my technological
safeguards",A3: Sometimes,No,No,No,,I don't know,No,,No,No,No,No,No,No,No,No,No,No,No,No,No,,No,No,No,No,No,,,,,,,"A2: Intelligence agencies contradict democratic
principles, and their powers should be kept at a
bare minimum","A3: Intelligence oversight lacks efficacy,
hence a fundamental reorganization of oversight
capacity is needed for oversight practitioners
to reliably uncover past misconduct and prevent
future misconduct",True,True,False,False,False,True,False,Judicial oversight bodies,Parliamentary oversight bodies,Independent expert bodies,Audit courts,Data protection authorities,CSOs | The media,CSOs | The media,Data protection authorities,,,,,Judicial oversight bodies,Parliamentary oversight bodies,,,,,Media Professionals,False,False,False,False,False,False,True,False,A2: I had some time,I don't know,I don't know,I don't know,40.0,40.0,AO02,True,True,True,True,False,False,False,False,False,False,True,True,True,True,False,A3: Sometimes (50% of the time),A5: Never,,False,False,False,False,False,False,True,False,False,False,False,False,False,False,False,True,False,False,Somewhat important,No,,,No,,,No,No,,,,No,No,No,No,No,
-68,Germany,7.0,Full-time,,Not specified,30.0,A2: Advanced knowledge,A3: Some knowledge,A5: No knowledge,A3: Some funding,,,,,,,,No,,,,False,False,False,False,False,False,True,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,Media Professionals,False,False,False,False,True,False,False,False,A5: I don't know,I don't know,I don't know,I don't know,,,,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,,,,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,
-69,Germany,18.0,Full-time,5.0,Male,10.0,A3: Some knowledge,A2: Advanced knowledge,A3: Some knowledge,A4: Little funding,,,,,,,,No,,,,False,False,False,True,False,False,False,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Yes,Yes,I prefer not to say,Very important,Very important,Very important,Very important,Very important,Very important,,"A3: Under the current conditions of communications
surveillance, technological solutions cannot offer
sufficient protection for the data I handle",A1: Always,No,Yes,I don't know,I don't know,"Yes, I have evidence",No,,No,No,No,No,No,No,Yes,I don't know,I don't know,I don't know,Yes,No,No,Yes,No,No,Yes,No,No,I prefer not to say,,,,,,"A2: Intelligence agencies contradict democratic
principles, and their powers should be kept at a
bare minimum",A4: Effective intelligence oversight is a
hopeless endeavour and even a systematic
reorganization is unlikely to ensure misconduct
is uncovered and prevented.,True,True,False,False,False,True,False,CSOs | The media,Data protection authorities,Audit courts,,,,CSOs | The media,Judicial oversight bodies,Data protection authorities,,,,CSOs | The media,Independent expert bodies,Judicial oversight bodies,,,,Media Professionals,True,False,False,False,False,False,False,False,A2: I had some time,No,No,No,15.0,15.0,AO02,True,False,True,True,True,False,False,False,True,False,True,True,True,True,False,A3: Sometimes (50% of the time),A4: Rarely (25% of the time),,False,False,False,False,False,False,True,False,False,True,False,False,True,True,True,False,False,False,Very important,No,,,Yes,"No, usually longer than 30 days","No, the information provided was not at all helpful",I prefer not to say,I don't know,,,,No,I don't know,I don't know,Yes,Yes,I don't know
-70,France,6.0,Full-time,1.0,Not specified,12.0,A3: Some knowledge,A3: Some knowledge,A4: Basic knowledge,A1: A great deal of funding,,,,,,,,Yes,2.0,"A2: No, usually longer than 30 days",A2: Helpful in parts,False,False,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,Media Professionals,False,False,False,False,False,False,True,False,A1: I had enough time,I don't know,No,No,,,,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,,,,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,
-71,France,18.0,Full-time,10.0,Male,10.0,A2: Advanced knowledge,A3: Some knowledge,A1: Expert knowledge,A6: I don't know,,,,,,,,Yes,2.0,"A2: No, usually longer than 30 days",A3: Not helpful at all,False,False,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Yes,Yes,No,Very important,Very important,Important,Very important,Very important,Very important,I don't know,"A3: Under the current conditions of communications
surveillance, technological solutions cannot offer
sufficient protection for the data I handle",A3: Sometimes,No,I don't know,I don't know,,"Yes, I suspect",No,,No,No,No,Yes,Yes,No,Yes,No,No,No,No,Yes,No,,No,No,Yes,No,No,,,,,,,"A2: Intelligence agencies contradict democratic
principles, and their powers should be kept at a
bare minimum",A4: Effective intelligence oversight is a
hopeless endeavour and even a systematic
reorganization is unlikely to ensure misconduct
is uncovered and prevented.,False,False,True,True,True,False,False,CSOs | The media,Judicial oversight bodies,Data protection authorities,,,,CSOs | The media,Data protection authorities,Judicial oversight bodies,Parliamentary oversight bodies,,,Judicial oversight bodies,Data protection authorities,,,,,Media Professionals,False,False,False,False,False,False,True,False,A2: I had some time,I don't know,I don't know,I don't know,8.0,2.0,AO04,False,True,False,True,True,False,False,False,False,False,True,True,True,True,False,A4: Rarely (25% of the time),A3: Sometimes (50% of the time),No,False,False,False,False,True,False,False,False,False,False,False,False,False,False,False,False,False,False,Somewhat important,No,,,Yes,"Yes, within 30 days","No, the information provided was not at all helpful",No,I don't know,,,,Yes,Yes,No,Yes,No,
-72,France,18.0,Full-time,3.0,Male,10.0,A3: Some knowledge,A3: Some knowledge,A3: Some knowledge,A3: Some funding,,,,,,,,Yes,4.0,A3: Never,A3: Not helpful at all,False,False,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Yes,Yes,No,Very important,Important,Important,Very important,Very important,Very important,,"A2: Technological tools help to protect my identity
to some extent, but an attacker with sufficient power
may eventually be able to bypass my technological
safeguards",A1: Always,No,Yes,Yes,,I don't know,No,,No,No,Yes,No,No,No,I don't know,No,No,Yes,Yes,I prefer not to say,I prefer not to say,,No,No,No,No,No,,,,,,,"A3: Intelligence agencies are necessary and
legitimate institutions of democratic states,
even though they may sometimes overstep their
legal mandates","A3: Intelligence oversight lacks efficacy,
hence a fundamental reorganization of oversight
capacity is needed for oversight practitioners
to reliably uncover past misconduct and prevent
future misconduct",True,True,False,False,False,True,False,CSOs | The media,Independent expert bodies,Judicial oversight bodies,Data protection authorities,Parliamentary oversight bodies,,CSOs | The media,Parliamentary oversight bodies,Data protection authorities,Judicial oversight bodies,Independent expert bodies,Audit courts,CSOs | The media,Judicial oversight bodies,Audit courts,Data protection authorities,Independent expert bodies,Parliamentary oversight bodies,Media Professionals,False,True,False,False,False,False,False,False,A2: I had some time,No,I don't know,No,10.0,5.0,AO03,False,True,True,False,True,False,False,False,False,False,True,False,True,True,False,A3: Sometimes (50% of the time),A4: Rarely (25% of the time),No,False,False,False,True,True,False,False,False,False,False,True,False,True,False,True,False,False,False,Important,No,,,No,,,No,No,,,,No,No,Yes,Yes,No,
-73,France,18.0,Full-time,1.0,Male,5.0,A4: Basic knowledge,A4: Basic knowledge,A4: Basic knowledge,A5: No funding,,,,,,,,No,,,,False,False,False,True,False,False,False,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,No,Yes,No,Important,Important,Slightly important,Very important,Important,Important,I don't know,"A2: Technological tools help to protect my identity
to some extent, but an attacker with sufficient power
may eventually be able to bypass my technological
safeguards",A6: I don't know,No,I don't know,I don't know,I don't know,I don't know,No,,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,,,,,,"A2: Intelligence agencies contradict democratic
principles, and their powers should be kept at a
bare minimum","A3: Intelligence oversight lacks efficacy,
hence a fundamental reorganization of oversight
capacity is needed for oversight practitioners
to reliably uncover past misconduct and prevent
future misconduct",True,True,False,False,False,True,False,Judicial oversight bodies,Data protection authorities,Parliamentary oversight bodies,CSOs | The media,Independent expert bodies,,CSOs | The media,Judicial oversight bodies,Data protection authorities,Parliamentary oversight bodies,,,Judicial oversight bodies,Parliamentary oversight bodies,CSOs | The media,,,,Media Professionals,True,False,False,False,False,False,False,False,A4: I had no time,No,I don't know,I don't know,2.0,1.0,AO05,True,False,True,True,False,False,False,True,False,False,True,True,True,True,False,A2: Often (75% of the time),A4: Rarely (25% of the time),No,False,False,False,False,False,False,True,False,False,False,False,False,False,False,False,False,False,False,I don't know,I don't know,,,No,,,No,I don't know,,,,I don't know,I don't know,I don't know,I don't know,I don't know,I don't know
-74,France,10.0,Freelance,,Not specified,,,,,,,,,,,,,,,,,False,False,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,Media Professionals,False,False,False,False,False,False,False,False,,,,,,,,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,,,,False,True,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,
-75,France,18.0,Full-time,7.0,Male,8.0,A3: Some knowledge,A3: Some knowledge,A4: Basic knowledge,A2: Sufficient funding,,,,,,,,No,,,,False,True,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,No,Yes,No,Somewhat important,Slightly important,Slightly important,Very important,Important,Important,,"A2: Technological tools help to protect my identity
to some extent, but an attacker with sufficient power
may eventually be able to bypass my technological
safeguards",A3: Sometimes,Yes,No,Yes,,"Yes, I suspect",No,,No,No,No,No,No,No,No,No,No,No,No,No,No,,No,No,No,No,No,,,,,,,"A3: Intelligence agencies are necessary and
legitimate institutions of democratic states,
even though they may sometimes overstep their
legal mandates","A3: Intelligence oversight lacks efficacy,
hence a fundamental reorganization of oversight
capacity is needed for oversight practitioners
to reliably uncover past misconduct and prevent
future misconduct",True,True,False,False,False,True,False,Independent expert bodies,CSOs | The media,,,,,Independent expert bodies,CSOs | The media,,,,,Independent expert bodies,CSOs | The media,,,,,Media Professionals,True,False,False,False,False,False,False,False,A2: I had some time,Yes,No,No,19.0,12.0,AO02,False,True,True,True,True,False,False,False,False,False,True,True,True,True,False,A2: Often (75% of the time),A4: Rarely (25% of the time),Yes,False,False,False,False,False,False,True,False,False,True,True,True,False,False,True,False,False,False,Somewhat important,No,,,No,,,Yes,No,10.0,No,Yes,Yes,Yes,Yes,Yes,No,
-76,France,18.0,Freelance,10.0,Male,22.0,A2: Advanced knowledge,A2: Advanced knowledge,A2: Advanced knowledge,A2: Sufficient funding,,,,,,,,No,,,,False,True,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Yes,Yes,No,Very important,Slightly important,Very important,,Very important,Very important,Very important,"A2: Technological tools help to protect my identity
to some extent, but an attacker with sufficient power
may eventually be able to bypass my technological
safeguards",A4: Rarely,Yes,No,No,Yes,"Yes, I suspect",No,,No,No,No,No,No,No,No,No,No,No,No,I don't know,Yes,I don't know,No,No,No,No,No,Yes,,,,,,"A3: Intelligence agencies are necessary and
legitimate institutions of democratic states,
even though they may sometimes overstep their
legal mandates","A2: Intelligence oversight is mostly effective,
however its institutional design needs reform
for oversight practitioners to reliably uncover
past misconduct and prevent future misconduct",True,False,False,True,False,False,False,Parliamentary oversight bodies,Independent expert bodies,Data protection authorities,Audit courts,,,Independent expert bodies,CSOs | The media,Judicial oversight bodies,,,,Independent expert bodies,Judicial oversight bodies,CSOs | The media,,,,Media Professionals,True,True,True,False,False,False,True,False,A1: I had enough time,I don't know,No,No,100.0,33.0,AO01,True,False,True,False,True,False,False,True,False,False,False,True,False,True,True,A3: Sometimes (50% of the time),A4: Rarely (25% of the time),Yes,False,False,False,False,False,True,False,False,False,False,False,False,False,False,True,False,False,True,Important,No,,,Yes,"Yes, within 30 days","Partly, the information provided was somewhat
helpful but contained omissions",Yes,No,4.0,No,No,No,No,No,No,No,Yes
+39,United Kingdom,18.0,Part-time (>50%),3.0,Male,1.0,A3: Some knowledge,A3: Some knowledge,A3: Some knowledge,A3: Some funding,,,,,,,,No,,,,False,True,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Yes,Yes,No,Very important,Very important,Very important,Very important,Very important,Very important,,"A3: Under the current conditions of communications
surveillance, technological solutions cannot offer
sufficient protection for the data I handle",A1: Always,I don't know,I don't know,I don't know,,I don't know,No,,No,No,No,No,Yes,No,I don't know,No,No,No,No,No,No,,No,No,No,No,No,,,,,,,"A3: Intelligence agencies are necessary and
legitimate institutions of democratic states,
even though they may sometimes overstep their
legal mandates",A5: I prefer not to say,False,False,True,False,False,False,False,CSOs | The media,Parliamentary oversight bodies,Judicial oversight bodies,,,,CSOs | The media,Judicial oversight bodies,Parliamentary oversight bodies,,,,,,,,,,Journalists,False,False,False,False,False,False,True,False,A1: I had enough time,I don't know,Yes,I don't know,1.0,1.0,AO01,False,False,False,False,True,False,False,False,False,False,False,False,False,False,True,A1: Always,A2: Often (75% of the time),Yes,False,False,False,False,True,False,False,False,False,False,True,False,True,False,False,False,False,True,,I don't know,,,No,,,No,I don't know,,,,No,No,No,No,No,
+40,United Kingdom,18.0,Full-time,4.0,Male,2.0,A4: Basic knowledge,A4: Basic knowledge,A3: Some knowledge,A4: Little funding,,,,,,,,No,,,,False,True,False,True,False,False,False,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,No,Yes,No,Somewhat important,Slightly important,Slightly important,Important,Slightly important,Important,,"A3: Under the current conditions of communications
surveillance, technological solutions cannot offer
sufficient protection for the data I handle",A3: Sometimes,No,Yes,I don't know,,I don't know,No,,No,No,No,No,No,No,No,No,No,No,No,No,Yes,,No,No,No,No,No,,,,,,,"A3: Intelligence agencies are necessary and
legitimate institutions of democratic states,
even though they may sometimes overstep their
legal mandates","A3: Intelligence oversight lacks efficacy,
hence a fundamental reorganization of oversight
capacity is needed for oversight practitioners
to reliably uncover past misconduct and prevent
future misconduct",False,True,False,True,False,False,False,Audit courts,CSOs | The media,Judicial oversight bodies,,,,Independent expert bodies,Audit courts,,,,,Audit courts,Judicial oversight bodies,,,,,Journalists,True,False,False,False,False,False,False,True,A3: I had very little time,No,I don't know,I don't know,6.0,1.0,AO05,False,True,False,True,False,False,False,False,True,False,False,False,False,True,False,A3: Sometimes (50% of the time),A3: Sometimes (50% of the time),No,False,False,False,False,True,False,False,False,False,False,False,False,False,False,False,False,False,False,Not important at all,I don't know,,,No,,,No,I don't know,,,,No,No,No,No,No,
+41,United Kingdom,6.0,Freelance,2.0,Not specified,4.0,A3: Some knowledge,A4: Basic knowledge,A4: Basic knowledge,A5: No funding,,,,,,,,Yes,2.0,"A1: Yes, within 30 days",A2: Helpful in parts,False,False,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,Journalists,False,False,False,False,False,False,False,False,A2: I had some time,No,No,I don't know,,,,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,,,,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,
+42,United Kingdom,9.0,Full-time,1.0,Not specified,20.0,A4: Basic knowledge,A3: Some knowledge,A4: Basic knowledge,A3: Some funding,,,,,,,,No,,,,False,False,True,True,False,False,False,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,Journalists,True,False,False,False,False,False,False,False,A3: I had very little time,No,I don't know,No,2.0,,AO04,True,True,True,False,False,False,False,False,False,False,False,False,False,True,False,A2: Often (75% of the time),A5: Never,,False,False,True,True,False,False,False,False,False,False,False,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,
+43,United Kingdom,8.0,Full-time,0.0,Not specified,10.0,A4: Basic knowledge,A4: Basic knowledge,A4: Basic knowledge,A6: I don't know,,,,,,,,No,,,,False,False,False,False,False,False,True,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,Journalists,True,False,False,False,False,False,False,False,A5: I don't know,No,I don't know,I don't know,0.0,0.0,AO05,True,True,False,False,False,False,False,False,True,True,False,False,False,False,False,A4: Rarely (25% of the time),A3: Sometimes (50% of the time),No,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,
+44,United Kingdom,18.0,I prefer not to say,0.0,I prefer not to say,,A5: No knowledge,A5: No knowledge,A4: Basic knowledge,A6: I don't know,,,,,,,,No,,,,False,False,False,True,False,False,False,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Yes,Yes,No,Slightly important,Not important at all,Not important at all,Very important,Slightly important,Somewhat important,I don't know,A4: I have no confidence in the protection offered by
technological tools,A6: I don't know,I don't know,I don't know,I don't know,,"Yes, I suspect",No,,,,,,,,,,,,,No,No,No,,,,,,,,,,,,"A3: Intelligence agencies are necessary and
legitimate institutions of democratic states,
even though they may sometimes overstep their
legal mandates",A5: I prefer not to say,False,True,False,False,False,True,False,,,,,,,,,,,,,,,,,,,Journalists,False,True,True,False,False,False,True,False,A4: I had no time,I don't know,I don't know,I don't know,5.0,0.0,AO05,False,False,False,False,False,True,False,False,False,False,False,False,False,False,False,A6: I don't know,A6: I don't know,,False,False,False,False,False,False,False,True,False,False,False,False,False,False,False,True,False,False,Not important at all,I don't know,,,No,,,I don't know,I don't know,,,,,,,,,
+45,United Kingdom,18.0,Full-time,15.0,Male,2.0,A4: Basic knowledge,A3: Some knowledge,A3: Some knowledge,A2: Sufficient funding,,,,,,,,Yes,20.0,"A2: No, usually longer than 30 days",A1: Very helpful,False,False,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Yes,Yes,Yes,Important,Important,Slightly important,Very important,Important,Very important,,"A3: Under the current conditions of communications
surveillance, technological solutions cannot offer
sufficient protection for the data I handle",A4: Rarely,Yes,Yes,I don't know,I don't know,"Yes, I suspect",No,,No,No,No,No,No,No,No,No,No,No,No,No,No,,No,No,No,No,No,No,,,,,,"A2: Intelligence agencies contradict democratic
principles, and their powers should be kept at a
bare minimum",A4: Effective intelligence oversight is a
hopeless endeavour and even a systematic
reorganization is unlikely to ensure misconduct
is uncovered and prevented.,False,False,True,True,False,True,False,Data protection authorities,CSOs | The media,Judicial oversight bodies,Independent expert bodies,Parliamentary oversight bodies,Audit courts,CSOs | The media,Data protection authorities,Independent expert bodies,Judicial oversight bodies,Parliamentary oversight bodies,Audit courts,Data protection authorities,Judicial oversight bodies,CSOs | The media,Audit courts,Parliamentary oversight bodies,Independent expert bodies,Journalists,False,False,False,False,False,False,True,False,A1: I had enough time,No,No,No,10.0,8.0,AO02,False,False,True,True,True,False,False,False,False,False,True,False,True,False,False,A3: Sometimes (50% of the time),A5: Never,,False,False,True,False,True,False,False,False,False,False,False,False,False,False,False,False,False,False,Important,I don't know,,,No,,,Yes,No,5.0,No,No,Yes,Yes,Yes,Yes,Yes,
+46,United Kingdom,17.0,Full-time,4.0,Male,15.0,A3: Some knowledge,A3: Some knowledge,A3: Some knowledge,A2: Sufficient funding,,,,,,,,No,,,,False,True,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Yes,Yes,No,Very important,Somewhat important,Somewhat important,Very important,Important,Very important,,"A2: Technological tools help to protect my identity
to some extent, but an attacker with sufficient power
may eventually be able to bypass my technological
safeguards",A3: Sometimes,No,I prefer not to say,I prefer not to say,I prefer not to say,I don't know,No,,No,No,No,No,No,No,I don't know,No,No,No,No,I prefer not to say,I prefer not to say,,No,No,No,No,No,No,,,,,,"A3: Intelligence agencies are necessary and
legitimate institutions of democratic states,
even though they may sometimes overstep their
legal mandates","A3: Intelligence oversight lacks efficacy,
hence a fundamental reorganization of oversight
capacity is needed for oversight practitioners
to reliably uncover past misconduct and prevent
future misconduct",True,True,True,False,False,False,False,CSOs | The media,Judicial oversight bodies,Parliamentary oversight bodies,,,,CSOs | The media,Judicial oversight bodies,Independent expert bodies,Parliamentary oversight bodies,,,Judicial oversight bodies,Parliamentary oversight bodies,Data protection authorities,,,,Journalists,False,False,False,False,False,False,True,False,A1: I had enough time,No,Yes,No,30.0,20.0,AO03,False,False,True,True,True,False,False,True,False,True,True,True,True,True,False,A3: Sometimes (50% of the time),A5: Never,,False,True,False,False,False,False,False,False,False,False,False,False,False,True,True,False,False,True,,No,,,No,,,Yes,No,2.0,No,No,No,No,Yes,No,No,Yes
+47,United Kingdom,18.0,Full-time,5.0,Not specified,10.0,A2: Advanced knowledge,A2: Advanced knowledge,A3: Some knowledge,A6: I don't know,,,,,,,,Yes,3.0,"A2: No, usually longer than 30 days",A3: Not helpful at all,False,False,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Yes,Yes,Yes,Very important,Very important,Very important,Very important,Very important,Very important,,"A2: Technological tools help to protect my identity
to some extent, but an attacker with sufficient power
may eventually be able to bypass my technological
safeguards",A1: Always,No,Yes,Yes,,I don't know,No,,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,,,,,,A5: I prefer not to say,A5: I prefer not to say,False,False,False,False,False,False,True,Judicial oversight bodies,CSOs | The media,Data protection authorities,Independent expert bodies,Parliamentary oversight bodies,,,,,,,,,,,,,,Journalists,False,False,False,False,False,True,False,False,A1: I had enough time,I don't know,No,No,10.0,5.0,AO03,True,True,True,True,True,False,False,False,True,True,True,True,True,True,False,A2: Often (75% of the time),A3: Sometimes (50% of the time),Yes,False,False,False,False,False,True,False,False,False,False,False,False,False,False,False,False,False,True,Important,No,,,No,,,Yes,No,,No,No,No,No,No,Yes,No,No
+48,United Kingdom,17.0,,,Not specified,,,,,,,,,,,,,,,,,False,False,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,False,False,False,False,True,False,False,,,,,,,,,,,,,,,,,,,Journalists,False,False,False,False,False,False,False,False,,,,,,,,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,,,,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,
+49,Germany,5.0,Full-time,2.0,Not specified,12.0,A2: Advanced knowledge,A1: Expert knowledge,A2: Advanced knowledge,A4: Little funding,,,,,,,,No,,,,False,True,False,True,False,False,False,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,Journalists,False,False,False,False,True,False,True,False,A3: I had very little time,No,,,,,,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,,,,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,
+50,Germany,18.0,Full-time,10.0,Female,7.0,A2: Advanced knowledge,A2: Advanced knowledge,A2: Advanced knowledge,A3: Some funding,,,,,,,,Yes,20.0,"A2: No, usually longer than 30 days",A2: Helpful in parts,False,False,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Yes,Yes,Yes,Very important,Important,Somewhat important,Very important,Very important,Very important,I don't know,"A2: Technological tools help to protect my identity
to some extent, but an attacker with sufficient power
may eventually be able to bypass my technological
safeguards",A3: Sometimes,No,Yes,No,I don't know,I don't know,No,,No,No,No,No,No,No,No,No,No,Yes,No,I prefer not to say,I prefer not to say,I prefer not to say,No,No,No,No,No,No,,,,,,"A2: Intelligence agencies contradict democratic
principles, and their powers should be kept at a
bare minimum","A3: Intelligence oversight lacks efficacy,
hence a fundamental reorganization of oversight
capacity is needed for oversight practitioners
to reliably uncover past misconduct and prevent
future misconduct",True,True,False,False,False,True,False,Parliamentary oversight bodies,CSOs | The media,Judicial oversight bodies,Audit courts,Independent expert bodies,Data protection authorities,Judicial oversight bodies,CSOs | The media,Audit courts,,,,Judicial oversight bodies,Parliamentary oversight bodies,,,,,Journalists,False,False,False,False,False,False,True,False,A2: I had some time,Yes,Yes,Yes,10.0,10.0,AO03,True,False,True,True,True,False,False,False,False,False,True,True,True,True,False,A4: Rarely (25% of the time),A5: Never,,False,True,False,False,True,False,False,False,False,False,True,False,False,False,False,False,False,True,Slightly important,Yes,Yes,Yes,Yes,Never,,No,I don't know,,,,No,No,No,No,No,No
+51,Germany,18.0,Freelance,2.0,I prefer not to say,10.0,A2: Advanced knowledge,A3: Some knowledge,A3: Some knowledge,A5: No funding,,,,,,,,Yes,2.0,"A2: No, usually longer than 30 days",A3: Not helpful at all,False,False,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Yes,Yes,No,Important,Slightly important,Not important at all,Very important,Very important,Somewhat important,,"A3: Under the current conditions of communications
surveillance, technological solutions cannot offer
sufficient protection for the data I handle",A4: Rarely,I don't know,,,,"Yes, I have evidence",No,,,,,,,,Yes,,,,Yes,No,No,,,,,,,,,,,,,A1: Intelligence agencies are incompatible with
democratic values and should be abolished,A4: Effective intelligence oversight is a
hopeless endeavour and even a systematic
reorganization is unlikely to ensure misconduct
is uncovered and prevented.,False,True,False,False,False,False,False,Independent expert bodies,Data protection authorities,CSOs | The media,,,,Independent expert bodies,,,,,,Independent expert bodies,CSOs | The media,,,,,Journalists,False,False,False,False,False,False,True,False,A1: I had enough time,I don't know,I don't know,I don't know,5.0,5.0,AO03,False,False,False,True,True,False,False,False,False,False,True,False,True,False,False,A2: Often (75% of the time),A4: Rarely (25% of the time),,False,False,False,False,True,False,False,True,False,False,False,False,False,False,False,True,False,False,Not important at all,I don't know,,,Yes,"No, usually longer than 30 days","Partly, the information provided was somewhat
helpful but contained omissions",No,I don't know,,,,,,,,,
+52,Germany,18.0,Freelance,5.0,Male,4.0,A4: Basic knowledge,A3: Some knowledge,A2: Advanced knowledge,A3: Some funding,,,,,,,,No,,,,False,True,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Yes,Yes,Yes,Very important,Very important,Very important,Very important,Very important,Very important,I don't know,"A2: Technological tools help to protect my identity
to some extent, but an attacker with sufficient power
may eventually be able to bypass my technological
safeguards",A1: Always,I prefer not to say,No,No,I don't know,"Yes, I suspect",Yes,I was threatened with prosecution,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,No,,,,,,A1: Intelligence agencies are incompatible with
democratic values and should be abolished,A4: Effective intelligence oversight is a
hopeless endeavour and even a systematic
reorganization is unlikely to ensure misconduct
is uncovered and prevented.,True,True,False,False,False,True,False,Independent expert bodies,CSOs | The media,Data protection authorities,Parliamentary oversight bodies,Audit courts,Judicial oversight bodies,Parliamentary oversight bodies,Judicial oversight bodies,Audit courts,Data protection authorities,Independent expert bodies,CSOs | The media,Judicial oversight bodies,Audit courts,Parliamentary oversight bodies,Data protection authorities,Independent expert bodies,CSOs | The media,Journalists,False,False,False,False,False,False,True,False,A3: I had very little time,Yes,Yes,Yes,3.0,3.0,AO03,True,True,False,False,True,False,False,False,False,False,True,True,True,True,False,A2: Often (75% of the time),A4: Rarely (25% of the time),,True,True,False,True,False,False,False,False,False,False,False,False,True,False,False,False,False,False,Slightly important,No,,,Yes,"No, usually longer than 30 days","No, the information provided was not at all helpful",No,I don't know,,,,Yes,No,No,Yes,No,No
+53,Germany,18.0,Part-time (>50%),1.0,Male,2.0,A2: Advanced knowledge,A2: Advanced knowledge,A3: Some knowledge,A3: Some funding,,,,,,,,I prefer not to say,,,,False,False,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,I prefer not to say,I prefer not to say,,I prefer not to say,I prefer not to say,I prefer not to say,I prefer not to say,I prefer not to say,I prefer not to say,I prefer not to say,"A2: Technological tools help to protect my identity
to some extent, but an attacker with sufficient power
may eventually be able to bypass my technological
safeguards",A4: Rarely,I prefer not to say,I don't know,I don't know,I don't know,I don't know,No,,No,No,No,No,No,No,No,No,No,No,No,I prefer not to say,I prefer not to say,I prefer not to say,No,No,No,No,No,No,,,,,,A5: I prefer not to say,"A3: Intelligence oversight lacks efficacy,
hence a fundamental reorganization of oversight
capacity is needed for oversight practitioners
to reliably uncover past misconduct and prevent
future misconduct",True,True,False,False,True,False,False,Parliamentary oversight bodies,CSOs | The media,Independent expert bodies,Judicial oversight bodies,Data protection authorities,Audit courts,Judicial oversight bodies,Data protection authorities,Parliamentary oversight bodies,Audit courts,Independent expert bodies,CSOs | The media,Judicial oversight bodies,Parliamentary oversight bodies,Data protection authorities,Audit courts,Independent expert bodies,CSOs | The media,Journalists,False,True,False,False,False,False,True,False,A2: I had some time,I prefer not to say,No,I don't know,8.0,5.0,AO02,False,False,False,False,False,False,False,True,True,False,False,False,False,True,False,A3: Sometimes (50% of the time),A7: I prefer not to say,,False,False,False,False,False,False,True,False,False,False,False,False,False,False,False,False,True,False,I prefer not to say,I prefer not to say,,,I prefer not to say,,,I prefer not to say,I prefer not to say,,,,No,No,No,No,No,
+54,Germany,18.0,Full-time,2.0,Male,15.0,A2: Advanced knowledge,A1: Expert knowledge,A3: Some knowledge,A3: Some funding,,,,,,,,Yes,20.0,"A2: No, usually longer than 30 days",A2: Helpful in parts,False,False,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Yes,Yes,No,Very important,Very important,Important,Important,Very important,Important,Very important,A5: I try to avoid technology-based communication whenever
possible when I work on intelligence-related issues,A1: Always,Yes,Yes,Yes,Yes,I don't know,No,,No,No,No,No,I don't know,No,Yes,No,I don't know,I don't know,No,No,No,I don't know,No,No,No,No,I don't know,I don't know,,,,,,"A3: Intelligence agencies are necessary and
legitimate institutions of democratic states,
even though they may sometimes overstep their
legal mandates","A3: Intelligence oversight lacks efficacy,
hence a fundamental reorganization of oversight
capacity is needed for oversight practitioners
to reliably uncover past misconduct and prevent
future misconduct",True,True,False,True,False,False,False,CSOs | The media,Independent expert bodies,Data protection authorities,,,,Data protection authorities,CSOs | The media,Independent expert bodies,Judicial oversight bodies,,,Parliamentary oversight bodies,Judicial oversight bodies,Data protection authorities,,,,Journalists,False,False,False,True,False,False,False,False,A2: I had some time,Yes,Yes,No,4.0,1.0,AO04,False,False,False,False,True,False,False,True,False,False,True,True,True,True,False,A3: Sometimes (50% of the time),A3: Sometimes (50% of the time),No,False,False,False,False,True,True,False,False,False,False,True,True,True,True,False,False,False,False,Somewhat important,Yes,Yes,I don't know,No,,,No,No,,,,No,No,No,No,No,No
+55,Germany,12.0,Full-time,6.0,Not specified,5.0,A4: Basic knowledge,A4: Basic knowledge,A3: Some knowledge,A2: Sufficient funding,,,,,,,,Yes,3.0,"A1: Yes, within 30 days",A2: Helpful in parts,False,False,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Yes,Yes,I prefer not to say,Slightly important,Important,Important,Very important,Important,Very important,I don't know,"A2: Technological tools help to protect my identity
to some extent, but an attacker with sufficient power
may eventually be able to bypass my technological
safeguards",A2: Often,No,Yes,I don't know,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,Journalists,False,False,False,True,True,False,False,True,A1: I had enough time,No,No,I don't know,3.0,3.0,AO03,True,False,False,True,True,False,False,False,True,True,False,False,False,True,False,A2: Often (75% of the time),A5: Never,,True,True,False,False,True,False,False,False,False,False,True,False,True,False,False,False,False,False,Somewhat important,I prefer not to say,,,No,,,,,,,,,,,,,
+56,Germany,6.0,,,Not specified,,,,,,,,,,,,,,,,,False,False,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,Journalists,False,False,False,False,False,False,False,False,,,,,,,,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,,,,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,
+57,Germany,18.0,Full-time,1.0,Male,7.0,A5: No knowledge,A4: Basic knowledge,A3: Some knowledge,A5: No funding,,,,,,,,No,,,,False,True,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Yes,Yes,No,Very important,Important,Very important,Very important,Very important,Important,,"A2: Technological tools help to protect my identity
to some extent, but an attacker with sufficient power
may eventually be able to bypass my technological
safeguards",A1: Always,No,No,No,,I don't know,No,,No,No,No,No,Yes,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,,,,,,A5: I prefer not to say,"A3: Intelligence oversight lacks efficacy,
hence a fundamental reorganization of oversight
capacity is needed for oversight practitioners
to reliably uncover past misconduct and prevent
future misconduct",True,True,False,True,False,False,False,CSOs | The media,Independent expert bodies,Parliamentary oversight bodies,Judicial oversight bodies,Data protection authorities,,CSOs | The media,Independent expert bodies,Judicial oversight bodies,Parliamentary oversight bodies,Data protection authorities,Audit courts,Judicial oversight bodies,Parliamentary oversight bodies,Data protection authorities,Audit courts,,,Journalists,True,False,False,False,False,False,True,False,A4: I had no time,No,I don't know,I don't know,0.0,0.0,AO05,True,False,False,True,True,False,False,False,False,False,False,False,False,True,True,A2: Often (75% of the time),A3: Sometimes (50% of the time),No,True,True,True,False,True,False,False,False,False,False,True,False,False,False,False,False,False,False,Somewhat important,I don't know,,,No,,,No,I don't know,,,,No,No,No,No,No,
+58,Germany,18.0,Full-time,5.0,Male,35.0,A3: Some knowledge,A2: Advanced knowledge,A2: Advanced knowledge,A4: Little funding,,,,,,,,No,,,,False,True,False,True,False,False,False,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Yes,Yes,Very important,Important,Somewhat important,Very important,Very important,Very important,,"A2: Technological tools help to protect my identity
to some extent, but an attacker with sufficient power
may eventually be able to bypass my technological
safeguards",A2: Often,No,Yes,Yes,,No,No,,No,No,No,No,No,No,No,Yes,No,No,No,No,Yes,,No,No,No,No,No,,,,,,,"A2: Intelligence agencies contradict democratic
principles, and their powers should be kept at a
bare minimum","A3: Intelligence oversight lacks efficacy,
hence a fundamental reorganization of oversight
capacity is needed for oversight practitioners
to reliably uncover past misconduct and prevent
future misconduct",True,True,False,False,False,True,False,CSOs | The media,Independent expert bodies,Data protection authorities,Parliamentary oversight bodies,,,Judicial oversight bodies,Data protection authorities,CSOs | The media,,,,Parliamentary oversight bodies,Judicial oversight bodies,,,,,Journalists,False,False,True,False,False,False,False,True,A2: I had some time,No,Yes,No,20.0,15.0,AO02,False,False,True,True,True,False,False,False,False,False,True,True,False,True,False,A2: Often (75% of the time),A3: Sometimes (50% of the time),Yes,False,False,False,False,True,True,False,False,False,False,True,True,False,False,False,False,False,False,Very important,Yes,Yes,No,Yes,"No, usually longer than 30 days","Partly, the information provided was somewhat
helpful but contained omissions",No,No,,,,No,No,Yes,No,No,
+59,Germany,15.0,Full-time,2.0,Not specified,5.0,A2: Advanced knowledge,A2: Advanced knowledge,A4: Basic knowledge,A5: No funding,,,,,,,,No,,,,False,False,False,False,True,False,False,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Yes,Yes,No,Slightly important,Important,Somewhat important,Important,Slightly important,Very important,,"A2: Technological tools help to protect my identity
to some extent, but an attacker with sufficient power
may eventually be able to bypass my technological
safeguards",A3: Sometimes,I prefer not to say,Yes,I don't know,,I don't know,No,,No,No,No,No,No,No,No,Yes,No,No,No,Yes,No,,No,No,No,No,No,No,,,,,,,,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,Journalists,False,False,False,False,False,False,True,False,A2: I had some time,Yes,No,I don't know,10.0,1.0,AO02,True,False,False,False,True,False,False,False,True,False,True,False,False,False,False,A4: Rarely (25% of the time),A5: Never,,False,False,False,False,False,False,True,False,False,False,False,True,True,False,False,False,False,False,Slightly important,Yes,No,I don't know,No,,,Yes,I don't know,7.0,No,No,No,No,Yes,No,No,
+60,Germany,6.0,Freelance,2.0,Not specified,11.0,A3: Some knowledge,A2: Advanced knowledge,A2: Advanced knowledge,A3: Some funding,,,,,,,,No,,,,False,False,False,True,False,False,False,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,Journalists,False,False,False,True,False,False,False,False,A3: I had very little time,No,Yes,Yes,,,,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,,,,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,
+61,Germany,18.0,Full-time,21.0,Male,20.0,A1: Expert knowledge,A2: Advanced knowledge,A2: Advanced knowledge,A1: A great deal of funding,,,,,,,,Yes,2.0,"A2: No, usually longer than 30 days",A2: Helpful in parts,False,False,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Yes,Yes,Yes,Somewhat important,Important,Slightly important,Very important,Very important,Important,,"A2: Technological tools help to protect my identity
to some extent, but an attacker with sufficient power
may eventually be able to bypass my technological
safeguards",A2: Often,Yes,Yes,Yes,I don't know,I don't know,No,,No,No,No,No,No,No,No,No,No,Yes,No,Yes,Yes,,No,No,No,No,No,No,,,,,,A4: Intelligence agencies are a vital component
of national security and should be shielded from
excessive bureaucratic restrictions,"A3: Intelligence oversight lacks efficacy,
hence a fundamental reorganization of oversight
capacity is needed for oversight practitioners
to reliably uncover past misconduct and prevent
future misconduct",True,False,False,False,True,True,False,Judicial oversight bodies,Data protection authorities,Audit courts,Independent expert bodies,Parliamentary oversight bodies,CSOs | The media,Judicial oversight bodies,Data protection authorities,Audit courts,CSOs | The media,Parliamentary oversight bodies,Independent expert bodies,Judicial oversight bodies,Data protection authorities,Audit courts,Independent expert bodies,Parliamentary oversight bodies,CSOs | The media,Journalists,False,False,False,True,True,False,False,True,A1: I had enough time,Yes,Yes,I don't know,30.0,5.0,AO02,True,True,True,False,True,False,False,False,True,True,True,False,False,True,False,A3: Sometimes (50% of the time),A4: Rarely (25% of the time),,False,True,False,True,True,False,False,False,False,False,False,False,False,True,True,False,False,False,Somewhat important,No,,,Yes,"No, usually longer than 30 days","Partly, the information provided was somewhat
helpful but contained omissions",Yes,No,10.0,No,Yes,No,No,Yes,No,No,No
+62,Germany,7.0,,,Not specified,,,,,,,,,,,,,,,,,False,False,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,Journalists,False,False,False,False,False,False,False,False,,,,,,,,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,,,,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,
+63,Germany,18.0,Full-time,6.0,Male,14.0,A3: Some knowledge,A2: Advanced knowledge,A4: Basic knowledge,A1: A great deal of funding,,,,,,,,No,,,,False,False,False,False,False,False,True,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,No,Yes,Yes,Somewhat important,Very important,,Very important,Important,Very important,I don't know,"A2: Technological tools help to protect my identity
to some extent, but an attacker with sufficient power
may eventually be able to bypass my technological
safeguards",A1: Always,No,Yes,Yes,I don't know,"Yes, I suspect",No,,No,No,No,No,No,No,No,No,No,No,No,Yes,Yes,Yes,No,No,No,No,No,No,,,,,,"A3: Intelligence agencies are necessary and
legitimate institutions of democratic states,
even though they may sometimes overstep their
legal mandates","A3: Intelligence oversight lacks efficacy,
hence a fundamental reorganization of oversight
capacity is needed for oversight practitioners
to reliably uncover past misconduct and prevent
future misconduct",True,True,False,True,False,False,False,CSOs | The media,Independent expert bodies,Judicial oversight bodies,Audit courts,Data protection authorities,Parliamentary oversight bodies,Judicial oversight bodies,Parliamentary oversight bodies,Audit courts,Data protection authorities,Independent expert bodies,CSOs | The media,Judicial oversight bodies,Parliamentary oversight bodies,Audit courts,Data protection authorities,CSOs | The media,Independent expert bodies,Journalists,False,False,True,False,False,False,False,False,A3: I had very little time,No,Yes,No,12.0,9.0,AO02,True,False,True,True,True,False,False,False,True,True,True,False,True,True,False,A2: Often (75% of the time),A3: Sometimes (50% of the time),No,False,False,False,True,True,False,False,False,False,True,True,False,True,True,False,False,False,False,Important,Yes,No,No,No,,,No,No,,,,No,No,Yes,Yes,,No
+64,Germany,18.0,Full-time,10.0,Male,10.0,A2: Advanced knowledge,A1: Expert knowledge,A2: Advanced knowledge,A1: A great deal of funding,,,,,,,,Yes,10.0,"A2: No, usually longer than 30 days",A2: Helpful in parts,False,False,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Yes,Yes,I prefer not to say,Very important,Very important,Very important,Very important,Very important,Very important,I prefer not to say,"A2: Technological tools help to protect my identity
to some extent, but an attacker with sufficient power
may eventually be able to bypass my technological
safeguards",A3: Sometimes,I don't know,I don't know,I don't know,,"Yes, I suspect",Yes,I was threatened with prosecution,No,No,No,No,I don't know,No,Yes,No,No,Yes,,No,Yes,,No,No,I don't know,No,No,Yes,,,,,,"A2: Intelligence agencies contradict democratic
principles, and their powers should be kept at a
bare minimum",A4: Effective intelligence oversight is a
hopeless endeavour and even a systematic
reorganization is unlikely to ensure misconduct
is uncovered and prevented.,True,True,False,False,False,True,False,CSOs | The media,Data protection authorities,Independent expert bodies,Parliamentary oversight bodies,Audit courts,Judicial oversight bodies,CSOs | The media,Parliamentary oversight bodies,Independent expert bodies,Judicial oversight bodies,Audit courts,Data protection authorities,Judicial oversight bodies,Parliamentary oversight bodies,Audit courts,Data protection authorities,Independent expert bodies,CSOs | The media,Journalists,False,False,False,False,False,False,True,False,A2: I had some time,I don't know,Yes,No,10.0,10.0,AO02,False,False,True,True,True,False,False,True,False,False,True,False,True,True,True,A4: Rarely (25% of the time),A4: Rarely (25% of the time),,False,False,False,False,True,False,False,False,False,False,True,True,True,True,True,False,False,False,Slightly important,No,,,Yes,"No, usually longer than 30 days","No, the information provided was not at all helpful",Yes,I don't know,,No,I prefer not to say,,,,,,
+65,Germany,18.0,Full-time,5.0,Male,7.0,A3: Some knowledge,A2: Advanced knowledge,A3: Some knowledge,A2: Sufficient funding,,,,,,,,No,,,,False,False,True,True,False,False,False,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Yes,Yes,Yes,Slightly important,Slightly important,Very important,Very important,Very important,Very important,,"A2: Technological tools help to protect my identity
to some extent, but an attacker with sufficient power
may eventually be able to bypass my technological
safeguards",A3: Sometimes,Yes,I don't know,I don't know,,I prefer not to say,No,,No,No,No,No,No,No,No,No,No,No,No,I prefer not to say,I prefer not to say,I prefer not to say,No,No,No,No,No,,,,,,,"A3: Intelligence agencies are necessary and
legitimate institutions of democratic states,
even though they may sometimes overstep their
legal mandates","A3: Intelligence oversight lacks efficacy,
hence a fundamental reorganization of oversight
capacity is needed for oversight practitioners
to reliably uncover past misconduct and prevent
future misconduct",True,True,False,False,False,True,False,Judicial oversight bodies,CSOs | The media,Parliamentary oversight bodies,Independent expert bodies,Data protection authorities,Audit courts,Judicial oversight bodies,Parliamentary oversight bodies,Audit courts,Data protection authorities,Independent expert bodies,CSOs | The media,Judicial oversight bodies,Audit courts,Parliamentary oversight bodies,Data protection authorities,CSOs | The media,Independent expert bodies,Journalists,False,True,False,False,False,False,True,False,A2: I had some time,Yes,I don't know,I don't know,5.0,5.0,AO03,False,False,False,False,True,False,False,True,True,False,True,False,True,True,False,A4: Rarely (25% of the time),A4: Rarely (25% of the time),,False,True,False,False,True,False,False,False,False,False,False,False,False,False,False,False,True,False,Somewhat important,No,,,Yes,"Yes, within 30 days","Partly, the information provided was somewhat
helpful but contained omissions",I prefer not to say,I don't know,,,,No,No,No,No,No,
+66,Germany,18.0,Full-time,2.0,Male,20.0,A1: Expert knowledge,A1: Expert knowledge,A3: Some knowledge,A2: Sufficient funding,,,,,,,,No,,,,False,False,False,False,False,False,True,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,No,Yes,No,Somewhat important,Somewhat important,Slightly important,Very important,Very important,Very important,Not important at all,"A3: Under the current conditions of communications
surveillance, technological solutions cannot offer
sufficient protection for the data I handle",A5: Never,Yes,Yes,I don't know,,I don't know,No,,No,No,No,No,No,No,No,No,No,No,No,No,Yes,,No,No,No,No,No,No,,,,,,"A3: Intelligence agencies are necessary and
legitimate institutions of democratic states,
even though they may sometimes overstep their
legal mandates","A3: Intelligence oversight lacks efficacy,
hence a fundamental reorganization of oversight
capacity is needed for oversight practitioners
to reliably uncover past misconduct and prevent
future misconduct",True,True,False,True,False,False,False,Judicial oversight bodies,CSOs | The media,Independent expert bodies,Data protection authorities,Parliamentary oversight bodies,,Judicial oversight bodies,CSOs | The media,Independent expert bodies,Data protection authorities,Parliamentary oversight bodies,,Judicial oversight bodies,Data protection authorities,Parliamentary oversight bodies,CSOs | The media,,,Journalists,False,False,False,False,True,False,True,False,A1: I had enough time,I don't know,Yes,I don't know,10.0,5.0,AO03,True,False,True,True,False,False,False,True,True,False,True,True,True,True,False,A2: Often (75% of the time),A5: Never,,False,False,False,False,False,False,True,False,False,False,False,False,False,False,False,False,False,False,Not important at all,Yes,No,Yes,No,,,No,No,,,,No,No,No,No,No,No
+67,Germany,18.0,Freelance,4.0,Male,,A1: Expert knowledge,A1: Expert knowledge,A2: Advanced knowledge,A3: Some funding,,,,,,,,No,,,,False,True,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,No,Yes,No,Important,Somewhat important,Slightly important,Important,Important,Somewhat important,,"A2: Technological tools help to protect my identity
to some extent, but an attacker with sufficient power
may eventually be able to bypass my technological
safeguards",A3: Sometimes,No,No,No,,I don't know,No,,No,No,No,No,No,No,No,No,No,No,No,No,No,,No,No,No,No,No,,,,,,,"A2: Intelligence agencies contradict democratic
principles, and their powers should be kept at a
bare minimum","A3: Intelligence oversight lacks efficacy,
hence a fundamental reorganization of oversight
capacity is needed for oversight practitioners
to reliably uncover past misconduct and prevent
future misconduct",True,True,False,False,False,True,False,Judicial oversight bodies,Parliamentary oversight bodies,Independent expert bodies,Audit courts,Data protection authorities,CSOs | The media,CSOs | The media,Data protection authorities,,,,,Judicial oversight bodies,Parliamentary oversight bodies,,,,,Journalists,False,False,False,False,False,False,True,False,A2: I had some time,I don't know,I don't know,I don't know,40.0,40.0,AO02,True,True,True,True,False,False,False,False,False,False,True,True,True,True,False,A3: Sometimes (50% of the time),A5: Never,,False,False,False,False,False,False,True,False,False,False,False,False,False,False,False,True,False,False,Somewhat important,No,,,No,,,No,No,,,,No,No,No,No,No,
+68,Germany,7.0,Full-time,,Not specified,30.0,A2: Advanced knowledge,A3: Some knowledge,A5: No knowledge,A3: Some funding,,,,,,,,No,,,,False,False,False,False,False,False,True,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,Journalists,False,False,False,False,True,False,False,False,A5: I don't know,I don't know,I don't know,I don't know,,,,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,,,,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,
+69,Germany,18.0,Full-time,5.0,Male,10.0,A3: Some knowledge,A2: Advanced knowledge,A3: Some knowledge,A4: Little funding,,,,,,,,No,,,,False,False,False,True,False,False,False,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Yes,Yes,I prefer not to say,Very important,Very important,Very important,Very important,Very important,Very important,,"A3: Under the current conditions of communications
surveillance, technological solutions cannot offer
sufficient protection for the data I handle",A1: Always,No,Yes,I don't know,I don't know,"Yes, I have evidence",No,,No,No,No,No,No,No,Yes,I don't know,I don't know,I don't know,Yes,No,No,Yes,No,No,Yes,No,No,I prefer not to say,,,,,,"A2: Intelligence agencies contradict democratic
principles, and their powers should be kept at a
bare minimum",A4: Effective intelligence oversight is a
hopeless endeavour and even a systematic
reorganization is unlikely to ensure misconduct
is uncovered and prevented.,True,True,False,False,False,True,False,CSOs | The media,Data protection authorities,Audit courts,,,,CSOs | The media,Judicial oversight bodies,Data protection authorities,,,,CSOs | The media,Independent expert bodies,Judicial oversight bodies,,,,Journalists,True,False,False,False,False,False,False,False,A2: I had some time,No,No,No,15.0,15.0,AO02,True,False,True,True,True,False,False,False,True,False,True,True,True,True,False,A3: Sometimes (50% of the time),A4: Rarely (25% of the time),,False,False,False,False,False,False,True,False,False,True,False,False,True,True,True,False,False,False,Very important,No,,,Yes,"No, usually longer than 30 days","No, the information provided was not at all helpful",I prefer not to say,I don't know,,,,No,I don't know,I don't know,Yes,Yes,I don't know
+70,France,6.0,Full-time,1.0,Not specified,12.0,A3: Some knowledge,A3: Some knowledge,A4: Basic knowledge,A1: A great deal of funding,,,,,,,,Yes,2.0,"A2: No, usually longer than 30 days",A2: Helpful in parts,False,False,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,Journalists,False,False,False,False,False,False,True,False,A1: I had enough time,I don't know,No,No,,,,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,,,,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,
+71,France,18.0,Full-time,10.0,Male,10.0,A2: Advanced knowledge,A3: Some knowledge,A1: Expert knowledge,A6: I don't know,,,,,,,,Yes,2.0,"A2: No, usually longer than 30 days",A3: Not helpful at all,False,False,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Yes,Yes,No,Very important,Very important,Important,Very important,Very important,Very important,I don't know,"A3: Under the current conditions of communications
surveillance, technological solutions cannot offer
sufficient protection for the data I handle",A3: Sometimes,No,I don't know,I don't know,,"Yes, I suspect",No,,No,No,No,Yes,Yes,No,Yes,No,No,No,No,Yes,No,,No,No,Yes,No,No,,,,,,,"A2: Intelligence agencies contradict democratic
principles, and their powers should be kept at a
bare minimum",A4: Effective intelligence oversight is a
hopeless endeavour and even a systematic
reorganization is unlikely to ensure misconduct
is uncovered and prevented.,False,False,True,True,True,False,False,CSOs | The media,Judicial oversight bodies,Data protection authorities,,,,CSOs | The media,Data protection authorities,Judicial oversight bodies,Parliamentary oversight bodies,,,Judicial oversight bodies,Data protection authorities,,,,,Journalists,False,False,False,False,False,False,True,False,A2: I had some time,I don't know,I don't know,I don't know,8.0,2.0,AO04,False,True,False,True,True,False,False,False,False,False,True,True,True,True,False,A4: Rarely (25% of the time),A3: Sometimes (50% of the time),No,False,False,False,False,True,False,False,False,False,False,False,False,False,False,False,False,False,False,Somewhat important,No,,,Yes,"Yes, within 30 days","No, the information provided was not at all helpful",No,I don't know,,,,Yes,Yes,No,Yes,No,
+72,France,18.0,Full-time,3.0,Male,10.0,A3: Some knowledge,A3: Some knowledge,A3: Some knowledge,A3: Some funding,,,,,,,,Yes,4.0,A3: Never,A3: Not helpful at all,False,False,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Yes,Yes,No,Very important,Important,Important,Very important,Very important,Very important,,"A2: Technological tools help to protect my identity
to some extent, but an attacker with sufficient power
may eventually be able to bypass my technological
safeguards",A1: Always,No,Yes,Yes,,I don't know,No,,No,No,Yes,No,No,No,I don't know,No,No,Yes,Yes,I prefer not to say,I prefer not to say,,No,No,No,No,No,,,,,,,"A3: Intelligence agencies are necessary and
legitimate institutions of democratic states,
even though they may sometimes overstep their
legal mandates","A3: Intelligence oversight lacks efficacy,
hence a fundamental reorganization of oversight
capacity is needed for oversight practitioners
to reliably uncover past misconduct and prevent
future misconduct",True,True,False,False,False,True,False,CSOs | The media,Independent expert bodies,Judicial oversight bodies,Data protection authorities,Parliamentary oversight bodies,,CSOs | The media,Parliamentary oversight bodies,Data protection authorities,Judicial oversight bodies,Independent expert bodies,Audit courts,CSOs | The media,Judicial oversight bodies,Audit courts,Data protection authorities,Independent expert bodies,Parliamentary oversight bodies,Journalists,False,True,False,False,False,False,False,False,A2: I had some time,No,I don't know,No,10.0,5.0,AO03,False,True,True,False,True,False,False,False,False,False,True,False,True,True,False,A3: Sometimes (50% of the time),A4: Rarely (25% of the time),No,False,False,False,True,True,False,False,False,False,False,True,False,True,False,True,False,False,False,Important,No,,,No,,,No,No,,,,No,No,Yes,Yes,No,
+73,France,18.0,Full-time,1.0,Male,5.0,A4: Basic knowledge,A4: Basic knowledge,A4: Basic knowledge,A5: No funding,,,,,,,,No,,,,False,False,False,True,False,False,False,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,No,Yes,No,Important,Important,Slightly important,Very important,Important,Important,I don't know,"A2: Technological tools help to protect my identity
to some extent, but an attacker with sufficient power
may eventually be able to bypass my technological
safeguards",A6: I don't know,No,I don't know,I don't know,I don't know,I don't know,No,,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,,,,,,"A2: Intelligence agencies contradict democratic
principles, and their powers should be kept at a
bare minimum","A3: Intelligence oversight lacks efficacy,
hence a fundamental reorganization of oversight
capacity is needed for oversight practitioners
to reliably uncover past misconduct and prevent
future misconduct",True,True,False,False,False,True,False,Judicial oversight bodies,Data protection authorities,Parliamentary oversight bodies,CSOs | The media,Independent expert bodies,,CSOs | The media,Judicial oversight bodies,Data protection authorities,Parliamentary oversight bodies,,,Judicial oversight bodies,Parliamentary oversight bodies,CSOs | The media,,,,Journalists,True,False,False,False,False,False,False,False,A4: I had no time,No,I don't know,I don't know,2.0,1.0,AO05,True,False,True,True,False,False,False,True,False,False,True,True,True,True,False,A2: Often (75% of the time),A4: Rarely (25% of the time),No,False,False,False,False,False,False,True,False,False,False,False,False,False,False,False,False,False,False,I don't know,I don't know,,,No,,,No,I don't know,,,,I don't know,I don't know,I don't know,I don't know,I don't know,I don't know
+74,France,10.0,Freelance,,Not specified,,,,,,,,,,,,,,,,,False,False,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,Journalists,False,False,False,False,False,False,False,False,,,,,,,,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,,,,False,True,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,
+75,France,18.0,Full-time,7.0,Male,8.0,A3: Some knowledge,A3: Some knowledge,A4: Basic knowledge,A2: Sufficient funding,,,,,,,,No,,,,False,True,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,No,Yes,No,Somewhat important,Slightly important,Slightly important,Very important,Important,Important,,"A2: Technological tools help to protect my identity
to some extent, but an attacker with sufficient power
may eventually be able to bypass my technological
safeguards",A3: Sometimes,Yes,No,Yes,,"Yes, I suspect",No,,No,No,No,No,No,No,No,No,No,No,No,No,No,,No,No,No,No,No,,,,,,,"A3: Intelligence agencies are necessary and
legitimate institutions of democratic states,
even though they may sometimes overstep their
legal mandates","A3: Intelligence oversight lacks efficacy,
hence a fundamental reorganization of oversight
capacity is needed for oversight practitioners
to reliably uncover past misconduct and prevent
future misconduct",True,True,False,False,False,True,False,Independent expert bodies,CSOs | The media,,,,,Independent expert bodies,CSOs | The media,,,,,Independent expert bodies,CSOs | The media,,,,,Journalists,True,False,False,False,False,False,False,False,A2: I had some time,Yes,No,No,19.0,12.0,AO02,False,True,True,True,True,False,False,False,False,False,True,True,True,True,False,A2: Often (75% of the time),A4: Rarely (25% of the time),Yes,False,False,False,False,False,False,True,False,False,True,True,True,False,False,True,False,False,False,Somewhat important,No,,,No,,,Yes,No,10.0,No,Yes,Yes,Yes,Yes,Yes,No,
+76,France,18.0,Freelance,10.0,Male,22.0,A2: Advanced knowledge,A2: Advanced knowledge,A2: Advanced knowledge,A2: Sufficient funding,,,,,,,,No,,,,False,True,False,False,False,False,False,False,False,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Yes,Yes,No,Very important,Slightly important,Very important,,Very important,Very important,Very important,"A2: Technological tools help to protect my identity
to some extent, but an attacker with sufficient power
may eventually be able to bypass my technological
safeguards",A4: Rarely,Yes,No,No,Yes,"Yes, I suspect",No,,No,No,No,No,No,No,No,No,No,No,No,I don't know,Yes,I don't know,No,No,No,No,No,Yes,,,,,,"A3: Intelligence agencies are necessary and
legitimate institutions of democratic states,
even though they may sometimes overstep their
legal mandates","A2: Intelligence oversight is mostly effective,
however its institutional design needs reform
for oversight practitioners to reliably uncover
past misconduct and prevent future misconduct",True,False,False,True,False,False,False,Parliamentary oversight bodies,Independent expert bodies,Data protection authorities,Audit courts,,,Independent expert bodies,CSOs | The media,Judicial oversight bodies,,,,Independent expert bodies,Judicial oversight bodies,CSOs | The media,,,,Journalists,True,True,True,False,False,False,True,False,A1: I had enough time,I don't know,No,No,100.0,33.0,AO01,True,False,True,False,True,False,False,True,False,False,False,True,False,True,True,A3: Sometimes (50% of the time),A4: Rarely (25% of the time),Yes,False,False,False,False,False,True,False,False,False,False,False,False,False,False,True,False,False,True,Important,No,,,Yes,"Yes, within 30 days","Partly, the information provided was somewhat
helpful but contained omissions",Yes,No,4.0,No,No,No,No,No,No,No,Yes
diff --git a/data/guardint_survey.pkl b/data/guardint_survey.pkl
index 390938a..1ca61d0 100644
Binary files a/data/guardint_survey.pkl and b/data/guardint_survey.pkl differ
diff --git a/data/guardint_survey.xlsx b/data/guardint_survey.xlsx
index 8e4bc6f..d0568a9 100644
Binary files a/data/guardint_survey.xlsx and b/data/guardint_survey.xlsx differ
diff --git a/explorer.py b/explorer.py
index 06b1e49..e8d1670 100644
--- a/explorer.py
+++ b/explorer.py
@@ -362,7 +362,7 @@ def answered_by(group):
if group == "cso":
text = "CSO professionals"
else:
- text = "media professionals"
+ text = "journalists"
st.caption(f"This question was only answered by {text}")
@@ -387,7 +387,7 @@ def answered_by(group):
# ===========================================================================
st.set_page_config(
- page_title="IOI Survey Data Explorer",
+ page_title="GUARDINT Survey Data Explorer",
page_icon=f"{asset_url}/guardint_favicon.png",
)
@@ -398,11 +398,11 @@ def callback():
sections = [
"Overview",
- "Resources // HR",
- "Resources // Expertise",
- "Resources // Finance",
- "Resources // FOI",
- "Resources // Appreciation",
+ "Resources > HR",
+ "Resources > Expertise",
+ "Resources > Finance",
+ "Resources > FOI",
+ "Resources > Appreciation",
"Media Reporting",
"Public Campaigning",
"Policy Advocacy",
@@ -433,15 +433,13 @@ def callback():
on_change=callback,
)
-st.caption("GUARDINT Survey // " + selected_section)
+st.caption("GUARD//INT Survey > " + selected_section)
filters = {
"country": st.sidebar.selectbox(
"Country", ["All", "United Kingdom", "Germany", "France"]
),
- "field": st.sidebar.selectbox(
- "Field", ["All", "CSO Professionals", "Media Professionals"]
- ),
+ "field": st.sidebar.selectbox("Field", ["All", "CSO Professionals", "Journalists"]),
}
filter = np.full(len(df.index), True)
@@ -493,6 +491,9 @@ def callback():
border-width: 3px 3px 3px 3px !important;
border-radius: 0 !important;
}
+ h1 {
+ margin-top: -1em;
+ }
h3 {line-height: 1.3}
footer {
visibility: hidden;
@@ -540,24 +541,25 @@ def callback():
if selected_section == "Overview":
- st.write("# Overview")
+ st.write("# Civic Intelligence Oversight Survey Data Explorer")
+ st.write("## The Project")
- # TODO Add correct links
st.write(
"""
- This is the _merged_ data containing the responses to the questions
- from both the Civil Society Scrutiny questionnaire and the Media
- Scrutiny questionnaire. Since only some questions were asked in both
- questionnaires, this _merged_ data represents a subset of all the
- questions that were asked in both surveys individually.
-
- To see all answers given by members of civil society organisations,
- click [here](https://ioi.civsoc.sehn.dev). To see all answers given
- by members of media organisations, click
- [here](https://ioi.media.sehn.dev). Use the sidebar on the left to
- choose the section of the survey that is relevant for you and use
- the drop-down menus to filter by country or survey type.
-
+ A better understanding of the democratic governance of intelligence
+ requires more detailed information about an increasingly important group
+ of actors outside the traditional corridors of power: Civic intelligence
+ oversight practitioners. As part of the GUARD//INT research project, we
+ conducted online surveys with representatives of civil society
+ organisations (CSOs) and journalists in France, Germany and the United
+ Kingdom.
+
+ This site provides open access to the anonymized data we gathered. It visualises
+ the first empirical investigation of the perceptions of media and CSO
+ professionals specialised in intelligence and surveillance. The data enables us
+ to better understand the potential and limitations of civic intelligence
+ oversight as an increasingly important part of how democratic societies respond
+ to and oversee digital surveillance.
"""
)
@@ -580,8 +582,8 @@ def callback():
col1, col2 = st.columns(2)
col1.metric(
- "Media professionals",
- len(df[filter & (df.field == "Media Professionals")].index),
+ "Journalists",
+ len(df[filter & (df.field == "Journalists")].index),
)
col2.metric(
"Civil Society Organisation professionals",
@@ -589,29 +591,107 @@ def callback():
)
st.caption(
- """†For the calculation of the mean, only valid numerical answers were
- counted. This is why the number might differ from the number one gets
- when simply dividing e.g. the cumulative years spent working on SBIA
- by the overall number of respondents (including those who haven't
- specified their experience in years).
+ """† For the calculation of the mean only valid numerical answers were
+ counted, excluding those who haven't specified their experience in years.
"""
)
- st.write("## Open Data")
+ st.write("## Understanding the data")
+ st.write(
+ """The individuals we surveyed mostly engage in civic oversight
+ practices in their professional capacity and were invited to complete
+ the survey based on their experience in working on surveillance by
+ intelligence agencies. We designed two different but overlapping
+ surveys: One for journalists and one for CSO professionals. When we
+ posed a question only to journalists, the question code is prepended
+ with `MS` (media scrutiny). When we put the question only to CSO
+ professionals, the code is prepended with `CS` (civil society scrutiny).
+ If the question was put to both groups, the prefix was removed.
+ """
+ )
st.write(
- """We cleaned and anonymised the data so you can take look at it yourself.
- Using the buttons below, you can download the entire dataset. If you want
- to find out how this page was created, you can take a look at the code on
- [Github](https://github.com/snv-berlin/ioi).
+ """The questions and response options are structured in different
+ sections ranging from different kinds of resources (human resources,
+ expertise, use of freedom of information rights, financial resources,
+ journalistic appreciation) to different civic oversight activities
+ (media reporting, public campaigning, policy advocacy, strategic
+ litigation) as well as protections, constraints and attitudes. A
+ comprehensive overview of all questions and answer options can be found
+ in our two codebooks:
"""
)
+ with open("codebooks/guardint_survey_codebook_media.pdf", "rb") as file:
+ st.download_button(
+ label="Codebook Media Scrutiny (PDF)",
+ data=file,
+ file_name="guardint_survey_codebook_media.pdf",
+ )
+ with open("codebooks/guardint_survey_codebook_civil_society.pdf", "rb") as file:
+ st.download_button(
+ label="Codebook Civil Society Scrutiny (PDF)",
+ data=file,
+ file_name="guardint_survey_codebook_civil_society.pdf",
+ )
+ st.write(
+ """If you want to have a look at the data yourself, you can also
+ download the entire dataset that this website is built on
+ below:
+ """
+ )
with open("data/guardint_survey.csv", "rb") as file:
st.download_button(
- label="Download data as CSV",
+ label="Survey data (CSV)", data=file, file_name="guardint_survey_data.csv"
+ )
+ with open("data/guardint_survey.xlsx", "rb") as file:
+ st.download_button(
+ label="Survey data (Excel)",
data=file,
- file_name="guardint_survey.csv",
+ file_name="guardint_survey_data.xlsx",
)
+ st.write("## About this website")
+ st.write(
+ """We initially built this website to give ourselves an easy way to
+ peruse and analyse the data. Since we found it helpful, we thought you
+ might find it helpful, too. Using the controls located in the sidebar on
+ the left you can filter by country (United Kingdom, France or Germany)
+ and by field (Journalists, CSO Professionals). For every question, the
+ data explorer indicates the total number of responses according to the
+ currently applied filter. By hoovering over the charts, further details
+ on the respective answer option appear. All charts can be downloaded as
+ .png files.
+ """
+ )
+ st.write(
+ """This website would not be remotely possible without the great
+ open-source software it's built with. We extend a big thank you to the
+ creators of the Streamlit library and all the other software libraries
+ that enable the functionality of this website. The code for this website
+ is freely available under a permissive license. If you find any errors
+ or room for improvement, don't hesitate to let us know.
+ """
+ )
+
+ st.write("## Get in touch")
+
+ st.write(
+ """If you have questions or comments about our research or the data
+ provided, you can contact the research team at the [Berlin Social Science
+ Center
+ (WZB)](https://www.wzb.eu/en/research/digitalization-and-societal-transformation/politics-of-digitalization/projects/oversight-and-intelligence-networks-who-guards-the-guardians-guardint)
+ and [Stiftung Neue Verantwortung (SNV)](https://www.stiftung-nv.de/en/project/digital-rights-surveillance-and-democracy) via email to
+ [contact@guardint.org](mailto:contact@guardint.org). You can also reach
+ out on Twitter [@guard_int](https://twitter.com/guard_int).
+ """
+ )
+
+ st.write("## Summary statistics")
+ st.write(
+ """Below you find some summary statistics, such as which countries the
+ respondents are primarily working in. You can always jump to a section
+ that interests you by using the outline in the left sidebar.
+ """
+ )
country_counts = df[filter]["country"].value_counts()
st.write("### Country `[country]`")
print_total(country_counts.sum())
@@ -680,11 +760,11 @@ def callback():
# TODO Privacy notice
# ===========================================================================
-# Resources // HR
+# Resources > HR
# ===========================================================================
-if selected_section == "Resources // HR":
- st.write("# Resources // HR")
+if selected_section == "Resources > HR":
+ st.write("# Resources > HR")
st.write("### What is your employment status? `[hr1]`")
hr1_counts = df[filter]["hr1"].value_counts()
@@ -845,11 +925,11 @@ def callback():
)
# ===========================================================================
-# Resources // Expertise
+# Resources > Expertise
# ===========================================================================
-if selected_section == "Resources // Expertise":
- st.write("# Resources // Expertise")
+if selected_section == "Resources > Expertise":
+ st.write("# Resources > Expertise")
st.write(
"### How many years have you spent working on surveillance by intelligence agencies? `[expertise1]`"
@@ -937,11 +1017,11 @@ def callback():
)
# ===========================================================================
-# Resources // Finance
+# Resources > Finance
# ===========================================================================
-if selected_section == "Resources // Finance":
- st.write("# Resources // Finance")
+if selected_section == "Resources > Finance":
+ st.write("# Resources > Finance")
st.write(
"### How do you assess the financial resources that have been available for your work on intelligence over the past 5 years? `[finance1]`"
@@ -1084,8 +1164,8 @@ def callback():
use_container_width=True,
)
-if selected_section == "Resources // FOI":
- st.write("# Resources // FOI")
+if selected_section == "Resources > FOI":
+ st.write("# Resources > FOI")
st.write(
"### Have you requested information under the national FOI† law when you worked on intelligence-related issues over the past 5 years? `[foi1]`"
@@ -1233,11 +1313,11 @@ def callback():
)
# ===========================================================================
-# Resources // Appreciation
+# Resources > Appreciation
# ===========================================================================
-if selected_section == "Resources // Appreciation":
- st.write("# Resources // Appreciation")
+if selected_section == "Resources > Appreciation":
+ st.write("# Resources > Appreciation")
st.write(
"### In the past 5 years, have stories on surveillance by intelligence agencies been nominated for a journalistic award in the country you primarily work in? `[MSapp1]`"
@@ -1292,7 +1372,7 @@ def callback():
if selected_section == "Media Reporting":
st.caption(
- "__NB__: All questions in this section have only been presented to media professionals."
+ "__NB__: All questions in this section have only been presented to Journalists."
)
st.write("# Scope of Coverage")
@@ -1852,7 +1932,7 @@ def callback():
else:
continue
- if filters["field"] == "Media Professionals":
+ if filters["field"] == "Journalists":
print_total(0)
else:
# If one respondent chose at least one medium it counts towards the total
@@ -1996,7 +2076,7 @@ def callback():
CScampimpact1_not_agree_at_all.append(count)
else:
continue
- if filters["field"] == "Media Professionals":
+ if filters["field"] == "Journalists":
print_total(0)
else:
# If one respondent chose at least one medium it counts towards the total
@@ -2827,7 +2907,7 @@ def callback():
),
use_container_width=True,
)
- st.caption("† The option'Secure Drop' was only available to media professionals")
+ st.caption("† The option'Secure Drop' was only available to Journalists")
# =======================================================================
st.write(
@@ -2856,7 +2936,7 @@ def callback():
"""### When working on intelligence-related issues, do you feel you have reason to be concerned about... `[protectleg1]`
- surveillance of your activities (CSO professionals)
-- regarding the protection of your sources (media professionals)"""
+- regarding the protection of your sources (Journalists)"""
)
protectleg1_counts = df[filter]["protectleg1"].value_counts()
@@ -3861,10 +3941,10 @@ def callback():
st.markdown(
"""
-