BDR Data Maturity Survey Form

1
Please fill in your name* This field is required.
First Name
Last Name
2
Which company do you work for?* This field is required.
3
What is your role in the company?* This field is required.Your role or job title
4
What is the size of the company?* This field is required.Estimate of the number of employees
1 to 20
21 to 50
51 to 100
101 to 500
501 to 1000
> 1000
5
For each of the following statements, please assess your company's current state.
6
Business users typically perform their own data analyses.* This field is required.
1- Strongly Disagree
2- Disagree
3- Neutral
4- Agree
5- Strongly Agree
Current state
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Current state
1- Strongly Disagree
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2- Disagree
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3- Neutral
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4- Agree
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5- Strongly Agree
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7
We primarily use spreadsheets or other local tools to analyze our data.* This field is required.
1- Strongly Disagree
2- Disagree
3- Neutral
4- Agree
5- Strongly Agree
Current state
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Current state
1- Strongly Disagree
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2- Disagree
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3- Neutral
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4- Agree
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5- Strongly Agree
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8
We have personnel with data analysis skills who contribute to decision-making.* This field is required.
1- Strongly Disagree
2- Disagree
3- Neutral
4- Agree
5- Strongly Agree
Current state
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Current state
1- Strongly Disagree
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2- Disagree
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3- Neutral
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4- Agree
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5- Strongly Agree
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9
There is a set budget allocated for professional development in data-related skills.* This field is required.
1- Strongly Disagree
2- Disagree
3- Neutral
4- Agree
5- Strongly Agree
Current state
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Current state
1- Strongly Disagree
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2- Disagree
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3- Neutral
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4- Agree
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5- Strongly Agree
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10
We have specialized roles focused on data-related tasks, such as data engineers and analysts.* This field is required.
1- Strongly Disagree
2- Disagree
3- Neutral
4- Agree
5- Strongly Agree
Current state
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Current state
1- Strongly Disagree
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2- Disagree
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3- Neutral
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4- Agree
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5- Strongly Agree
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11
The organization has clearly defined data roles with junior and senior positions reflecting distinct skill sets.* This field is required.
1- Strongly Disagree
2- Disagree
3- Neutral
4- Agree
5- Strongly Agree
Current state
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Current state
1- Strongly Disagree
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2- Disagree
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3- Neutral
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4- Agree
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5- Strongly Agree
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12
Our organization has a clear career path or development opportunities related to data.* This field is required.
1- Strongly Disagree
2- Disagree
3- Neutral
4- Agree
5- Strongly Agree
Current state
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Current state
1- Strongly Disagree
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2- Disagree
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3- Neutral
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4- Agree
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5- Strongly Agree
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13
There is a clear and centralized data strategy and vision.* This field is required.
1- Strongly Disagree
2- Disagree
3- Neutral
4- Agree
5- Strongly Agree
Current state
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Current state
1- Strongly Disagree
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2- Disagree
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3- Neutral
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4- Agree
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5- Strongly Agree
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14
Advanced data analytics techniques, such as machine learning and AI, are used to derive actionable insights.* This field is required.
1- Strongly Disagree
2- Disagree
3- Neutral
4- Agree
5- Strongly Agree
Current state
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Current state
1- Strongly Disagree
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2- Disagree
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3- Neutral
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4- Agree
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5- Strongly Agree
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15
We mostly depend on decisions made based on intuition or limited data analysis. We're not really to fully integrate data-driven decisions into processes.* This field is required.
1- Strongly Disagree
2- Disagree
3- Neutral
4- Agree
5- Strongly Agree
Current state
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Current state
1- Strongly Disagree
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2- Disagree
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3- Neutral
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4- Agree
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5- Strongly Agree
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16
The organization has dedicated data teams that focus on data-related tasks and responsibilities.* This field is required.
1- Strongly Disagree
2- Disagree
3- Neutral
4- Agree
5- Strongly Agree
Current state
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Current state
1- Strongly Disagree
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2- Disagree
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3- Neutral
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4- Agree
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5- Strongly Agree
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17
We have a specific platform team to manage or create data platforms to enable other data teams.* This field is required.
1- Strongly Disagree
2- Disagree
3- Neutral
4- Agree
5- Strongly Agree
Current state
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Current state
1- Strongly Disagree
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2- Disagree
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3- Neutral
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4- Agree
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5- Strongly Agree
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18
We have cross-functional teams with people from different expertises and roles working on end-to-end data products.* This field is required.
1- Strongly Disagree
2- Disagree
3- Neutral
4- Agree
5- Strongly Agree
Current state
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Current state
1- Strongly Disagree
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2- Disagree
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3- Neutral
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4- Agree
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5- Strongly Agree
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19
The organization lacks consistent coding conventions and style guidelines across data science projects.* This field is required.
1- Strongly Disagree
2- Disagree
3- Neutral
4- Agree
5- Strongly Agree
Current state
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1- Strongly Disagree
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2- Disagree
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3- Neutral
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4- Agree
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5- Strongly Agree
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20
Our data practitioners use software development practices like version control, documentation, and quality assurance through testing.* This field is required.
1- Strongly Disagree
2- Disagree
3- Neutral
4- Agree
5- Strongly Agree
Current state
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Current state
1- Strongly Disagree
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2- Disagree
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3- Neutral
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4- Agree
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5- Strongly Agree
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21
We use clearly agreed-upon ways of working to ensure good quality analyses (e.g. code reviews).* This field is required.
1- Strongly Disagree
2- Disagree
3- Neutral
4- Agree
5- Strongly Agree
Current state
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Current state
1- Strongly Disagree
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2- Disagree
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3- Neutral
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4- Agree
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5- Strongly Agree
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22
The organization tracks model performance and model quality using monitoring systems.* This field is required.
1- Strongly Disagree
2- Disagree
3- Neutral
4- Agree
5- Strongly Agree
Current state
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1- Strongly Disagree
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2- Disagree
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3- Neutral
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4- Agree
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5- Strongly Agree
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23
We struggle to transition data experiments into actively used data products.* This field is required.
1- Strongly Disagree
2- Disagree
3- Neutral
4- Agree
5- Strongly Agree
Current state
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Current state
1- Strongly Disagree
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2- Disagree
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3- Neutral
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4- Agree
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5- Strongly Agree
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24
Data projects are selected for impact and feasibility.* This field is required.
1- Strongly Disagree
2- Disagree
3- Neutral
4- Agree
5- Strongly Agree
Current state
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Current state
1- Strongly Disagree
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2- Disagree
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3- Neutral
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4- Agree
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5- Strongly Agree
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25
The organization has a clear process to develop ideas into actively used data products.* This field is required.
1- Strongly Disagree
2- Disagree
3- Neutral
4- Agree
5- Strongly Agree
Current state
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Current state
1- Strongly Disagree
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2- Disagree
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3- Neutral
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4- Agree
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5- Strongly Agree
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26
Stakeholders or users of the data products are generally only involved at the start of the project.* This field is required.
1- Strongly Disagree
2- Disagree
3- Neutral
4- Agree
5- Strongly Agree
Current state
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Current state
1- Strongly Disagree
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2- Disagree
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3- Neutral
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4- Agree
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5- Strongly Agree
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27
There is a clear framework for project scoping, including defining goals, deliverables, and timelines.* This field is required.
1- Strongly Disagree
2- Disagree
3- Neutral
4- Agree
5- Strongly Agree
Current state
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Current state
1- Strongly Disagree
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2- Disagree
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3- Neutral
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4- Agree
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5- Strongly Agree
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28
The organization has limited central tooling, primarily relying on Microsoft stacks like Excel, with some individuals using their own tools.* This field is required.
1- Strongly Disagree
2- Disagree
3- Neutral
4- Agree
5- Strongly Agree
Current state
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Current state
1- Strongly Disagree
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2- Disagree
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3- Neutral
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4- Agree
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5- Strongly Agree
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29
The organization has a central database for storing data, and individuals can access it using tools like SQL or Power BI.* This field is required.
1- Strongly Disagree
2- Disagree
3- Neutral
4- Agree
5- Strongly Agree
Current state
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Current state
1- Strongly Disagree
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2- Disagree
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3- Neutral
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4- Agree
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5- Strongly Agree
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30
The organization has a rich variety of tools and platforms that enable individuals with different skill sets to work independently.* This field is required.
1- Strongly Disagree
2- Disagree
3- Neutral
4- Agree
5- Strongly Agree
Current state
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Current state
1- Strongly Disagree
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2- Disagree
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3- Neutral
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4- Agree
Row 0, Column 3
5- Strongly Agree
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31
There is no clear cut method for running or hosting methods.* This field is required.
1- Strongly Disagree
2- Disagree
3- Neutral
4- Agree
5- Strongly Agree
Current state
Row 0, Column 0
Row 0, Column 1
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Current state
1- Strongly Disagree
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2- Disagree
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3- Neutral
Row 0, Column 2
4- Agree
Row 0, Column 3
5- Strongly Agree
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32
The organization has an easy-to-use self-service data platform.* This field is required.
1- Strongly Disagree
2- Disagree
3- Neutral
4- Agree
5- Strongly Agree
Current state
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Row 0, Column 1
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Current state
1- Strongly Disagree
Row 0, Column 0
2- Disagree
Row 0, Column 1
3- Neutral
Row 0, Column 2
4- Agree
Row 0, Column 3
5- Strongly Agree
Row 0, Column 4
33
Dataplatforms support data discovery, access management, machine learning development, and dashboarding.* This field is required.
1- Strongly Disagree
2- Disagree
3- Neutral
4- Agree
5- Strongly Agree
Current state
Row 0, Column 0
Row 0, Column 1
Row 0, Column 2
Row 0, Column 3
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Current state
1- Strongly Disagree
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2- Disagree
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3- Neutral
Row 0, Column 2
4- Agree
Row 0, Column 3
5- Strongly Agree
Row 0, Column 4
34
The organization has processes that can or could deliver some useful data, but there are no clear strategies for using and organizing it.* This field is required.
1- Strongly Disagree
2- Disagree
3- Neutral
4- Agree
5- Strongly Agree
Current state
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Current state
1- Strongly Disagree
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2- Disagree
Row 0, Column 1
3- Neutral
Row 0, Column 2
4- Agree
Row 0, Column 3
5- Strongly Agree
Row 0, Column 4
35
The organization lacks a clear approach to utilizing data and does not have a well-defined data management system.* This field is required.
1- Strongly Disagree
2- Disagree
3- Neutral
4- Agree
5- Strongly Agree
Current state
Row 0, Column 0
Row 0, Column 1
Row 0, Column 2
Row 0, Column 3
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Current state
1- Strongly Disagree
Row 0, Column 0
2- Disagree
Row 0, Column 1
3- Neutral
Row 0, Column 2
4- Agree
Row 0, Column 3
5- Strongly Agree
Row 0, Column 4
36
Data is stored in centralized databases with high availability and a clear data structure that facilitates easy data discovery.* This field is required.
1- Strongly Disagree
2- Disagree
3- Neutral
4- Agree
5- Strongly Agree
Current state
Row 0, Column 0
Row 0, Column 1
Row 0, Column 2
Row 0, Column 3
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Current state
1- Strongly Disagree
Row 0, Column 0
2- Disagree
Row 0, Column 1
3- Neutral
Row 0, Column 2
4- Agree
Row 0, Column 3
5- Strongly Agree
Row 0, Column 4
37
When it comes to data quality there are no clear designated roles or individuals specifically responsible for data quality management.* This field is required.
1- Strongly Disagree
2- Disagree
3- Neutral
4- Agree
5- Strongly Agree
Current state
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Row 0, Column 1
Row 0, Column 2
Row 0, Column 3
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Current state
1- Strongly Disagree
Row 0, Column 0
2- Disagree
Row 0, Column 1
3- Neutral
Row 0, Column 2
4- Agree
Row 0, Column 3
5- Strongly Agree
Row 0, Column 4
38
Data quality is actively monitored and measured within the organization.* This field is required.
1- Strongly Disagree
2- Disagree
3- Neutral
4- Agree
5- Strongly Agree
Current state
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Current state
1- Strongly Disagree
Row 0, Column 0
2- Disagree
Row 0, Column 1
3- Neutral
Row 0, Column 2
4- Agree
Row 0, Column 3
5- Strongly Agree
Row 0, Column 4
39
Data quality is covered by our data producers, and not just by our data consumers.* This field is required.
1- Strongly Disagree
2- Disagree
3- Neutral
4- Agree
5- Strongly Agree
Current state
Row 0, Column 0
Row 0, Column 1
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Current state
1- Strongly Disagree
Row 0, Column 0
2- Disagree
Row 0, Column 1
3- Neutral
Row 0, Column 2
4- Agree
Row 0, Column 3
5- Strongly Agree
Row 0, Column 4
40
There are defined data quality standards and guidelines that are followed across the organization.* This field is required.
1- Strongly Disagree
2- Disagree
3- Neutral
4- Agree
5- Strongly Agree
Current state
Row 0, Column 0
Row 0, Column 1
Row 0, Column 2
Row 0, Column 3
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Current state
1- Strongly Disagree
Row 0, Column 0
2- Disagree
Row 0, Column 1
3- Neutral
Row 0, Column 2
4- Agree
Row 0, Column 3
5- Strongly Agree
Row 0, Column 4
41
There is no clear data policy or framework in place to track data use.* This field is required.
1- Strongly Disagree
2- Disagree
3- Neutral
4- Agree
5- Strongly Agree
Current state
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Current state
1- Strongly Disagree
Row 0, Column 0
2- Disagree
Row 0, Column 1
3- Neutral
Row 0, Column 2
4- Agree
Row 0, Column 3
5- Strongly Agree
Row 0, Column 4
42
Data is managed through a data management system, and access is granted to individual users.* This field is required.
1- Strongly Disagree
2- Disagree
3- Neutral
4- Agree
5- Strongly Agree
Current state
Row 0, Column 0
Row 0, Column 1
Row 0, Column 2
Row 0, Column 3
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Current state
1- Strongly Disagree
Row 0, Column 0
2- Disagree
Row 0, Column 1
3- Neutral
Row 0, Column 2
4- Agree
Row 0, Column 3
5- Strongly Agree
Row 0, Column 4
43
Sensitive data is (pseudo) anonymized, and usage is limited.* This field is required.
1- Strongly Disagree
2- Disagree
3- Neutral
4- Agree
5- Strongly Agree
Current state
Row 0, Column 0
Row 0, Column 1
Row 0, Column 2
Row 0, Column 3
Row 0, Column 4
Current state
1- Strongly Disagree
Row 0, Column 0
2- Disagree
Row 0, Column 1
3- Neutral
Row 0, Column 2
4- Agree
Row 0, Column 3
5- Strongly Agree
Row 0, Column 4
44
The organization demonstrates clear responsibility and usage monitoring for each dataset.* This field is required.
1- Strongly Disagree
2- Disagree
3- Neutral
4- Agree
5- Strongly Agree
Current state
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Row 0, Column 1
Row 0, Column 2
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Current state
1- Strongly Disagree
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2- Disagree
Row 0, Column 1
3- Neutral
Row 0, Column 2
4- Agree
Row 0, Column 3
5- Strongly Agree
Row 0, Column 4
45
There are clear data governance plans in place in accordance with official guidelines such as GDPR.* This field is required.
1- Strongly Disagree
2- Disagree
3- Neutral
4- Agree
5- Strongly Agree
Current state
Row 0, Column 0
Row 0, Column 1
Row 0, Column 2
Row 0, Column 3
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Current state
1- Strongly Disagree
Row 0, Column 0
2- Disagree
Row 0, Column 1
3- Neutral
Row 0, Column 2
4- Agree
Row 0, Column 3
5- Strongly Agree
Row 0, Column 4
46
What is currently the biggest challenge in increasing your company's data maturity?
47
Do you have any feedback on this survey, or do you have any other additional comments?
48
What is your email address?* This field is required.Please provide your email address
example@example.com
49
What is your phone number?* This field is required.Please provide your phone number
Country Code
Phone Number
50
By submitting my answers, I give permission to BigData Republic to use my data in accordance with the BigData Republic privacy statement.
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