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Data Science – Business Analytics – Research are the focus areas of MD2C. We can help you to explore your data and craft models in order to make better business decisions.

We also offer courses to become a data scientist yourself, in collaboration with DataChangers.

We have a special focus on facilitating academic research, and developed several templates to create graphs based on PROCESS outcome.

MD2C has been founded by Marian Dragt.

Current and past clients include:

  • Microsoft
  • Nyenrode Business Universiteit
  • Van Campen Liem
  • Breinwave
  • Timing
We encourage entrepreneurship and therefore we have special prices for start-ups, so please feel free to contact us.

DataChangers – Change Your World With Data

DataChangers Microsoft Data Science TrackWe founded DataChangers because opportunities for data scientists—one of today’s hottest jobs—are rapidly growing in response to the exponential amounts of data being captured and analyzed. Companies hire data scientists to find insights and to solve meaningful business problems.

Therefore we founded DataChangers, so you can learn how to become a data scientist yourself!

All courses are Microsoft certified, and are available online. We focus on Data and AI, meaning that we offer the Data Science Track, the Big Data Track, and the Artificial Intelligence Track of the Microsoft Professional Program, which are created to help you gain technical job-ready skills and get real-world experience through online courses, hands-on labs, and expert instruction. Proving you have these skills can put you on the path to a rewarding career.

Change your world with DataChangers and start discovering the world of data! If you have any questions or want to keep informed about the courses, please let us know.

PROCESS Graphing templates

As researcher, there is a big chance that you have to create graphs. We decided to created some PROCESS Graphing templates to help you graph moderation, moderated mediation, etc., based on the output of the PROCESS macro from Andrew Hayes for SPSS.

This PROCESS macro from Andrew Hayes is very usefull to calculate conditional effects within SPSS. If you want to visualize these effects, you can use one of our PROCESS Graphing templates.

The below templates are designed for Windows OS, but we have good news for Apple OS users: the templates are now also available for Excel on Mac!

Available PROCESS Templates

Please find below our current available templates. If you have special requests, please reach out to us. We can’t guarantee you that we can graph every model, but we are willing to try!

Model 1

PRODUCT V3 Model 1 Moderation (dich IV in legend - cont W on x-axis)

For model 1, we have 3 options, depending on your type of variables and how you want to graph the moderation effect:

Model 3

PRODUCT V3 Model 3 Moderated moderation

Graphing moderated moderation (PROCESS v3.0) – Model 3, with a continuous independent variable (X) Negative Emotions, a continuous dependent variable (Y) Support for Government Action, a categorical moderator (W) Sex, and a continuous moderator (Z) Age. Mac version.

Model 7

For Model 7 we have 2 options:

Model 7 Moderated Mediation Conceptual Model PROCESS

Graphing moderated mediation (PROCESS v3) – Model 7, with a dichotomous independent variable (X), and a continuous moderator (W), mediator (M) and dependent variable (Y). Mac version.

Model 7 Moderated Mediation Conceptual Model PROCESS continuous

Graphing moderated mediation (PROCESS v3) – Model 7, with a continuous independent variable (X), and a continuous moderator (W), continuous mediator (M) and continuous dependent variable (Y). There is no Mac version yet, but please feel free to contact us if you need one.

Model 8

For model 8 we have 2 options, but we recommend you to update PROCESS to the latest edition.

PRODUCT V216 Model 8 Moderated mediation (dich IV - cont W - cont Y)


Graphing moderated mediation (PROCESS v2.16) – Model 8, with a dichotomous independent variable (X), and a continuous moderator (W), mediator (M) and dependent variable (Y). As this is based on an earlier version of PROCESS, we are discontinuing the development of this template and recommend you to use V3.

PRODUCT V3 Model 8 Graphing moderated mediation (dich IV - cont W - cont M - cont Y)

Graphing moderated mediation (PROCESS v3) – Model 8, with a dichotomous independent variable (X), and a continuous moderator (W), mediator (M) and dependent variable (Y). Mac version.

Model 14

PRODUCT V3 Model 14 Graphing moderated mediation

Graphing moderated mediation (PROCESS v3.0) – Model 14, with a continuous independent variable (X) Dysfunctional Behavior, a continuous dependent variable (Y) Work Performance, a continuous mediator (M) Negative Affective Tone, and a continuous moderator (W) Nonverbal Negative Expressivity. Mac version.

Graphing moderated mediation (PROCESS v3.0) – Model 14, with a dichotomoous independent variable (X), a continuous dependent variable (Y), a continuous mediator (M), and a continuous moderator (W).

PROCESS Blogs

For an example how to use one of theses templates, you are welcome to read our blog about graphing a moderation model. You can find more blogs here.

Blog

FAQ PROCESS – Frequently Asked Questions

Frequently Asked Questions about how to use the PROCESS templates You can use the PROCESS macro from Andrew Hayes to calculate conditional effects within SPSS. If you want to visualize these effects, you can use one of our Excel templates, which are based on the SPSS output. Current available PROCESS templates Graphing moderation (PROCESS v3.0) …

Human Resources Analytics – Predict Employee Leave

Imagine you are an HR-Manager, and you would like to know which employees are likely to stay, and which might leave your company. Besides you would like to understand which factors contribute to leaving your company. You have gathered data in the past (well, in this case Kaggle simulated a dataset for you, but just …

Meetup Instruction Guide Build your Bot

Build your Bot Workshop Setup and Instruction Guide to Build your Bot In most of our Microsoft Data Science meetup, hosted by i.e. Infi, InSpark, Winvision, Macaw, among others, we organize workshops. This time you will learn how to build your bot with the Cognitive Services of Microsoft. In this workshop you wil build a …

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