"The most time-consuming part of my master's thesis was actually data processing. Winsorizing, merging datasets, and generating variables on the platform all went smoothly—the time I saved was enough to write an extra chapter."
From Wenjuanxing Excel to publication-ready tables
Scale reliability, validity, correlations, and publication-style tables.
Scale structure checks, group comparisons, and regression.
Frequencies, multiple responses, and crosstabs for survey reports.
"The most time-consuming part of my master's thesis was actually data processing. Winsorizing, merging datasets, and generating variables on the platform all went smoothly—the time I saved was enough to write an extra chapter."
"I ran the same dataset in STATAU and my local Stata—the coefficients, standard errors, and significance stars all matched, so I felt confident putting the results in our project report."
"This semester I had my students use STATAU for their coursework. I no longer spend two lectures on software installation and command syntax, and the empirical work handed in is much more standardized."
"For panel data regressions, the fixed effects, random effects, and Hausman test results are all on one page—no more switching back and forth between windows."
"I did the baseline regressions and robustness checks for my thesis on the platform. The exported three-line tables paste straight into Word—my advisor even asked what I used to format them."
"The interface lays out the model specification logic clearly, so students can focus on variable selection and interpreting results instead of memorizing command syntax."
"I have to update a batch of regression results before every weekly meeting. Now I upload the data and export the tables in minutes, with almost no manual formatting needed."
"The weak-instrument and overidentification tests for IV regression are all included in the output—more thorough than the do-files I put together myself."
"Our research group now has students run preliminary results on this platform first and go deeper only after confirming the model specification—the cost of trial and error has dropped a lot."
"I started empirical analysis from scratch in my sophomore year. Following the on-page prompts step by step to pick variables and models, I got the highest score in my class for the empirical part of the term paper."
"My provincial panel dataset has tens of thousands of observations. Uploading and processing are smooth, and heterogeneity analysis plus robustness checks are done in one pass."
"The Heckman two-stage selection and outcome equations are listed separately, and the inverse Mills ratio test is given directly—it saved me a lot of work when writing my paper."
"The whole flow from uploading data to exporting results has no sticking points. I recommend it to students new to empirical research—basically no separate training needed."
"Marginal effects for Logit models are computed and listed right in the results table, so I no longer have to explain on the spot how to convert coefficients into probabilities when reporting to the investment committee."
"The time series analysis includes ADF tests and AR root plots. When my paper came back for revision, the reviewers raised no questions about the econometrics."
"After more than a decade with Stata, I found this platform's output tables look almost identical—there was basically no learning curve to migrate."
"I used to think empirical analysis had a high barrier to entry. After using it, I found that once you understand the principles behind the models, the operation is actually simple."
"The DID parallel-trend plot and placebo test are generated in one pass. My journal submission went straight through review without any requests for additional materials."
Excel / CSV / SAV
Scale items / grouping variables
Reliability and validity / group comparisons
Copy and paste directly into your paper
Free to sign up. No installation required — just open your browser.
Start Data Analysis