Patterns of ethnic/racial demographics, population density, and educational service centers with regards to exclusionary discipline for females in the state of Texas.

Chapter IV
Findings and Analysis of Data
Begin this chapter with an introductory paragraph (no heading) that briefly describes the problem exactly as it has been stated in the other chapters; then explain how the chapter is organized. Sometimes the introduction includes general information about the participants. In qualitative dissertations, findings may be presented in several chapters depending on the qualitative design. For example, in a qualitative study, it is possible that each individual or case presented in a study will be reported in a separate chapter, followed by an Analysis of the Data chapter (this one), which discusses the emergent themes collectively. The emergent themes are the findings.

Presenting the Findings
Have an organizational strategy. For example, findings can be presented by the research questions, or whatever seems most appropriate for the study. Organizing data by the research questions is most often recommended. In this chapter the student would present all the findings, qualitative, narrative and statistical data.
If tables/figures are used to describe data, be sure that the table/figure is clearly understood and formatted correctly. The title should report what is in the table. The narrative should introduce the reader to the table that follows. Do not repeat all that is in the table/figure, but highlight information. The table/figure should be referred to in the narrative preceding the placement of the table/figure. Do not overuse tables/figures. Only use tables/figures when they enhance the findings or when a graphic makes it easier to understand the findings.
Qualitative data are generally presented in narrative form but graphics often are used for clarity. Organize information into themes or categories parallel to the research questions and the related guiding questions. Students should confer often with their Chair about the best ways to present the rich data that emerged from the study.

Summary
Summarize all the key findings in a paragraph that explains, in general, what was discovered. Then direct the reader to the Conclusion chapter.