This document discusses qualitative and quantitative data analysis software tools. It covers NVivo, QDA Miner, and ATLAS.ti for qualitative analysis, which help users organize, analyze, classify, sort, and examine non-numerical data. For quantitative analysis, it discusses Stata, SPSS, and ELKI, noting their data management and analysis features for working with large datasets. The document provides brief overviews of the capabilities and uses of each tool.

1. for scientific
research
ANALYSIS
Data
SOFTWARE

2. Data analysis
differentiates the scientist
from the general
population as it guides him
through making largely
unsubstantiated claims or
remarks resulting perhaps
from chance occurrence.

3. 01. Qualitative Data
Analysis Tools
02. Quantitative Data
Analysis Tools
PRESENTATION
In this short
WE WILL COVER:

4. NVivo
QDA Miner
ATLAS.ti
QUALITATIVE
DATA analysis
software
01

5. QUALITATIVE
DATA analysis softwareNVivo
NVivo is intended to help users organize
and analyze non-numerical or unstructured
data. The software allows users
to classify, sort and arrange
information; examine the relationships
in the data; and combine analysis with
linking, shaping, searching and modeling.

6. QDA Miner
QDA Miner includes statistical functions such as
coding frequencies, cluster analysis, coding
sequences, coding by variables and visualization
tools such as multidimensional scaling, heat maps,
correspondence analysis graphic, and proximity plot.
QUALITATIVE
DATA analysis software

7. ATLAS.ti
It is a tool with managed documents, multi-
document view, high-performance multimedia
engine, intuitive margin-area coding for all data
types. ATLAS.ti uncover and systematically analyze
complex phenomena hidden in unstructured data
such as text, multimedia, and geospatial.
QUALITATIVE
DATA analysis software

8. QUANTITATIVE
DATA analysis
software
Stata
SPSS
ELKI
02

9. Stata's data management
features give you complete
control of all types of large
data. Stata makes it easy to
generate publication-quality,
distinctly styled graphs.
Stata
QUANTITATIVE
DATA analysis software

10. SPSS datasets have a two-dimensional table
structure, where the rows typically represent cases
and the columns represent measurements. It is also
used by market researchers, health researchers,
survey companies, government, education
researchers, marketing organizations, data miners.
QUANTITATIVE
DATA analysis software
SPSS

11. ELKI
The development of evaluation of
advanced data mining algorithms and
their interaction with database index
structures allowed in ELKI. In ELKI, data
mining algorithms and data
management tasks are separated and
allow for an independent evaluation.
QUANTITATIVE
DATA analysis software

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