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1. • • Exploratory Case Study: Conducted as precursors to large-scale investigations, they assist in raising relevant questions, choosing measurement types, and identifying hypotheses to test.
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     What is a Case Study? Definition & Examples - Statistics by Jim

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   What is exploratory research data analysis?

   • This type of research can be useful in identifying common themes or patterns, and in generating ideas for further research. Exploratory Research Data Analysis Methods are as follows: This method involves analyzing text or other forms of data to identify common themes, patterns, and trends.

   Exploratory Research – Types, Methods and Examples

   researchmethod.net/exploratory-research/

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   What is exploratory research?

   • Note: Be careful not to confuse exploratory research with explanatory research, which is also preliminary in nature but instead explores why a well-documented problem occurs using secondary research. Exploratory research is often used when the issue you’re studying is new or when the data collection process is challenging for some reason.

   Exploratory Research | Definition, Guide, & Examples - Scribbr

   www.scribbr.com/methodology/exploratory-research/

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   What types of data can be used for exploratory research?

   • For some subjects, it’s possible to use large- n government data, such as the decennial census or yearly American Community Survey (ACS) open-source data. How you proceed with your exploratory research design depends on the research method you choose to collect your data.

   Exploratory Research | Definition, Guide, & Examples - Scribbr

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   How do you collect data using exploratory research?

   • Data collection using exploratory research is often divided into primary and secondary research methods, with data analysis following the same model. In primary research, your data is collected directly from primary sources: your participants. There is a variety of ways to collect primary data. Some examples include:

   Exploratory Research | Definition, Guide, & Examples - Scribbr

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   What are the different types of exploratory research?

   • There are several types of exploratory research, including: This involves conducting a comprehensive review of existing published research, scholarly articles, and other relevant literature on the research topic or problem. It helps to identify the gaps in the existing knowledge and to develop new research questions or hypotheses.

   Exploratory Research – Types, Methods and Examples

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   When should you use exploratory research?

   • Exploratory research is often used when the issue you’re studying is new or when the data collection process is challenging for some reason. You can use this type of research if you have a general idea or a specific question that you want to study but there is no preexisting knowledge or paradigm with which to study it.

   Exploratory Research | Definition, Guide, & Examples - Scribbr

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3. www.scribbr.com › methodology › exploratory-researchExploratory Research | Definition, Guide, & Examples - Scribbr

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   Dec 6, 2021 · Exploratory research investigates research questions that have not been studied in depth. The preliminary results often lay the groundwork for future analysis. Explanatory research questions tend to start with “why” or “how”, and the goal is to explain why or how a previously studied phenomenon takes place.

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4. statisticsbyjim.com › basics › case-studyWhat is a Case Study? Definition & Examples - Statistics by Jim

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   Exploratory Case Study: Conducted as precursors to large-scale investigations, they assist in raising relevant questions, choosing measurement types, and identifying hypotheses to test.

5. Videos

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     What is Exploratory Research? When we do this? [Steps of exploratory Research]

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6. researchmethod.net › exploratory-researchExploratory Research – Types, Methods and Examples

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   Mar 25, 2024 · Common exploratory research designs include case studies, focus groups, interviews, and surveys. Collect data: Collect data using the chosen research design. This may involve conducting interviews, surveys, or observations, or collecting data from existing sources such as archives or databases.

7. drshahizan.gitbook.io › eda1 › course-content9. Case Studies | Exploratory Data Analysis (EDA)

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   • E-Commerce Customer Behavior Analysis: Description: This case study aims to understand customer behavior in an online retail business to improve marketing and product strategies.
   • Healthcare Patient Outcomes Analysis: Description: This case study focuses on analyzing patient outcomes based on electronic health records (EHR) to improve healthcare quality.
   • Financial Fraud Detection: Description: This case study aims to detect fraudulent transactions in credit card data to enhance fraud prevention systems.
   • Environmental Sensor Data Analysis: Description: This case study involves analyzing environmental sensor data to understand air quality trends and pollution sources.

8. towardsdatascience.com › exploratory-data-analysisBeginner’s Guide To Exploratory Data Analysis

   towardsdatascience.com › exploratory-data-analysis

   Aug 15, 2019 · Exploratory Data Analysis (EDA) refers to the critical process of performing initial investigations on data so as to discover patterns, to spot anomalies, to test hypotheses and to check assumptions with the help of summary statistics and graphical representations.

9. helpfulprofessor.com › exploratory-research-designExploratory Research Design: A Guide for Students

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   Oct 19, 2023 · Exploratory Research refers to the research methodology used when researchers have a limited understanding of the topic at hand and want to gain a broader perspective or more insights into the subject. This type of research is conducted in the initial stages of a study when there is a lack of clarity about the problem.

10. medium.com › @uzairadamjee › exploratory-dataExploratory Data Analysis: A Guide with Examples - Medium

    medium.com › @uzairadamjee › exploratory-data

    Mar 1, 2023 · EDA is an approach that involves using graphical and numerical methods to summarize and visualize the data. In this post, we will provide a step-by-step guide to EDA with some examples. Step 1:...