Do Data Analysis And Research In Python Programming Language

Statistical Data Analysis Service of Likert Scale Questionnaire or Surveys

Data cleaning

Basic statistics

Frequency distribution

Pie/bar chart, histogram, scatter plot creation

Descriptive statistics (mean, standard deviation etc.)

Hypothesis testing

Normality testing

Reliability testing

One sample t-test

Two-samples t-test

Independent samples t-test

Paired samples t-test

Analysis of variance/ANOVA

One way ANOVA

Two way ANOVA

Repeated Measures ANOVA

Chi-square tests

Cluster analysis

Factor analysis

Exploratory factor analysis (EFA)

Confirmatory factor analysis (CFA)

Structural equation modeling (SEM)

Correlation analysis

Regression analysis

Simple Liner Regression Analysis

Multiple Liner Regression Analysis

Logistic Regression Analysis

Time series

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Tools

IBM SPSS

IBM AMOS

STATA

R

MS Excel

Qualtrics

JotForm

GoogleForms

GoogleSpreadsheet