In simple terms, quantitative data analysis just refers to giving meaning to the collected raw numerical data.
Our expert team provides quantitative data analysis help in Mumbai and Pune that can assist you in transforming raw data from close-ended questionnaires into meaningful insights. Utilizing rational and critical thinking, we calculate variable frequencies, evaluate correlations between variables, and build statistical models. This comprehensive analysis process enables us to draw conclusions that either support or refute the research hypothesis. Trust our services in Mumbai to unlock the full potential of your collected data and derive valuable research outcomes.
This tool is considered to be highly cost effective as it is free of cost. It can be sent or shared via email and other apps easily as it is mobile friendly as well. Moreover, to ensure the protection of data, the excel sheets also come with the lock/password protection as well. It provides an all-in-one program too.
Microsoft Excel does not provide a smooth working experience on a large number of files as the number of rows and columns have limits. It also works slowly on heavy files. For the beginners, learning the advanced tools on excel can get tricky and time consuming. With these issues, there is also a risk of viruses entering the files through macros.
The SPSS software comes with a wide range of formulas and statistical routines which can be used for complex calculations as well. There is no issue in importing files from other programs to SPSS as well. Moreover, the yearly update keeps increasing the proficiency of the result.
Due to the advanced techniques, SPSS becomes a costly software. There is a limit of license and thus, it needs to be renewed time and again. Other than this the constant updates and changes in version makes it harder to understand all it tools and leads to confusion oftentimes.
The first stage consists of preparing the data and running the reliability test to check whether the data is suitable to be used for fulfilling the research objectives.
The second stage includes the data input process and choosing whether it will be more suitable to put it into tables, charts or diagrams.
In the third stage, it is important to select the suitable statistical measure that describes your data.
Lastly, the fourth stage includes examination, evaluation and analysis of the data using the chosen technique.
In Pune, our quantitative data analysis assistance caters to two primary categories: descriptive statistics and inferential statistics, depending on research objectives and data size. Descriptive statistics utilizes tables, graphs, and charts to describe populations, providing insights into simple statistical analysis. Measures such as mean, median, mode, frequency, range, and percentage are calculated, aligning with the research hypothesis.
Conversely, inferential statistics explores correlations, regressions, and variation analysis, enabling predictions for larger datasets. Referred to as bivariate or multivariate analysis, it unveils the complex relationships between multiple variables. Our comprehensive quantitative data analysis help in Pune like in Mumbai empowers researchers to unlock the true potential of statistical analysis and derive meaningful insights from their data.
Our expert team of statisticians in Mumbai, Pune, Nashik, Aurangabad, Nagpur are well-equipped with the latest versions of the software which allows us to provide you with the precise conduct of the analysis process. This in-depth knowledge is used to comply effectively with the steps of data management, evaluating research objectives, conducting tests and developing results.
Before starting with the analysis process, we check the data for its reliability and accuracy. It helps in making sure that the data collected is accurate and saves a lot of time instead of realising it after analysis that the data is not suitable for the set hypothesis.
In case you need other related services like developing questionnaires, collecting data or interpreting data for creating reports, our team in Mahrashtra can help you with that as well. We can provide you chapter by chapter services and updates as well so that you can give your inputs side by side without consuming more time than it is required.
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