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Buying guides for statistics and data-prep software, plus practical how-tos. The same posts also sit in Guides.

8 best JMP alternatives in 2026 (cheaper stats software)

For a scientist who likes JMP's graphs and dislikes the renewal. Covers jmp alternatives with prices as of November 2026 and a file-test recommendation.

13 min read

7 best Orange data mining alternatives in 2026

For a lecturer whose students liked Orange widgets and now need a sturdier tool. Covers orange data mining alternatives with prices as of November 2026 and a file-test recommendation.

12 min read

8 best Minitab alternatives in 2026

For a quality engineer whose plant has one shared Minitab seat. Covers minitab alternatives with prices as of November 2026 and a file-test recommendation.

11 min read

7 best GraphPad Prism alternatives for researchers in 2026

For a lab manager replacing a commercial Prism seat. Covers graphpad prism alternatives with prices as of November 2026 and a file-test recommendation.

12 min read

6 best XLSTAT alternatives, with no Excel add-in

For an analyst who hit Excel's row limit with an add-in still installed. Covers xlstat alternatives with prices as of November 2026 and a file-test recommendation.

10 min read

7 best Stata alternatives in 2026

For an economist who thinks in do-files and a colleague who does not. Covers stata alternatives with prices as of November 2026 and a file-test recommendation.

11 min read

7 best SAS alternatives for analysts in 2026

For an analyst next to a SAS renewal, not a submission programmer. Covers sas alternatives with prices as of November 2026 and a file-test recommendation.

12 min read

7 best Power Query alternatives in 2026

For a Mac user, or a Windows user who needs a test after the refresh. Covers power query alternatives with prices as of November 2026 and a file-test recommendation.

11 min read

7 best Julius AI alternatives, including private and offline options

For someone who liked the chat and then read the upload clause. Covers julius ai alternatives with prices as of November 2026 and a file-test recommendation.

12 min read

7 best RapidMiner (Altair AI Studio) alternatives

For a team whose RapidMiner renewal arrived with a new name. Covers rapidminer alternatives with prices as of November 2026 and a file-test recommendation.

10 min read

6 best Trifacta (Alteryx Designer Cloud) alternatives

For a wrangler whose recipe used to live in Dataprep. Covers trifacta alternatives with prices as of November 2026 and a file-test recommendation.

10 min read

JMP pricing in 2026: what it really costs

For a buyer waiting on a JMP quote. Covers jmp pricing with prices as of November 2026 and a file-test recommendation.

10 min read

KNIME pricing in 2026: is KNIME really free?

For a manager who was told KNIME is free and then saw a Hub line item. Covers knime pricing with prices as of November 2026 and a file-test recommendation.

9 min read

Tableau Prep pricing in 2026: the Creator license

For someone asked to 'just get Prep' without a Creator seat. Covers tableau prep pricing with prices as of November 2026 and a file-test recommendation.

9 min read

SPSS pricing in 2026: subscription, student and cheaper options

For a student, or a clinic buying its first seat outside the university image. Covers spss pricing with prices as of November 2026 and a file-test recommendation.

9 min read

JMP vs SPSS: which statistics software should you buy?

For a department choosing one shared statistics package. Covers jmp vs spss with prices as of November 2026 and a file-test recommendation.

10 min read

KNIME vs Orange: which visual data tool fits you?

For a beginner choosing a free visual tool this weekend. Covers knime vs orange with prices as of November 2026 and a file-test recommendation.

9 min read

KNIME vs Tableau Prep: data prep compared

For a Tableau shop wondering if KNIME replaces Prep. Covers knime vs tableau prep with prices as of November 2026 and a file-test recommendation.

9 min read

Alteryx vs Power Query: when is Excel enough?

For an Excel user quoted Alteryx for a handful of joins. Covers alteryx vs power query with prices as of November 2026 and a file-test recommendation.

10 min read

10 best data preparation tools in 2026

For a team lead shortlisting prep tools for people who do not write code. Covers data preparation tools with prices as of November 2026 and a file-test recommendation.

15 min read

9 best no-code data analysis tools in 2026

For a citizen analyst who was told to learn Python first. Covers no code data analysis tools with prices as of November 2026 and a file-test recommendation.

14 min read

Best statistics software for students in 2026 (cheap and free)

For a student paying for a thesis, not a department site license. Covers statistics software for students with prices as of November 2026 and a file-test recommendation.

12 min read

7 best Excel alternatives for large datasets

For someone whose workbook hit the grid limit or just started crashing. Covers excel alternative for large datasets with prices as of November 2026 and a file-test recommendation.

13 min read

7 best large CSV file viewers and editors for Windows

For a Windows user who double-clicked a CSV and watched Excel freeze. Covers large csv file viewer with prices as of November 2026 and a file-test recommendation.

12 min read

6 best Parquet file viewers for Windows in 2026

For an analyst who was handed a Parquet file on Windows. Covers parquet file viewer with prices as of November 2026 and a file-test recommendation.

10 min read

Best clinical trial data analysis software in 2026

For a biostatistician or a study manager outside a full SAS shop. Covers clinical trial data analysis software with prices as of November 2026 and a file-test recommendation.

13 min read

Best survival analysis software for Kaplan-Meier and Cox, no code

For a clinician who needs a curve and a log-rank test, not a programming project. Covers survival analysis software with prices as of November 2026 and a file-test recommendation.

11 min read

Offline data analysis software for sensitive patient data

For a privacy officer and the analyst who has to live with the decision. Covers private data analysis software with prices as of November 2026 and a file-test recommendation.

10 min read

8 best no-code machine learning tools in 2026

For an analyst who needs a model card, not a notebook franchise. Covers no code machine learning tools with prices as of November 2026 and a file-test recommendation.

13 min read

Best desktop data analysis software for Windows in 2026

For a Windows shop that wants a desktop install, not a browser tab. Covers data analysis software for windows with prices as of November 2026 and a file-test recommendation.

12 min read

How to split a large CSV file without code

For someone who has to hand Excel a piece of a file it cannot open whole. Covers split large csv file with prices as of November 2026 and a file-test recommendation.

9 min read

How to analyze 10 million rows without Python

For an analyst whose pandas kernel died. Covers analyze large datasets without coding with prices as of November 2026 and a file-test recommendation.

9 min read

How to do a t-test in Excel, and when to use software instead

For a student with the ToolPak and a two-group spreadsheet. Covers t test in excel with prices as of November 2026 and a file-test recommendation.

9 min read

Paired vs unpaired t-test: which one to use

For someone staring at two columns that might be the same people. Covers paired vs unpaired t test with prices as of November 2026 and a file-test recommendation.

8 min read

Welch's t-test vs Student's t-test, explained

For a reader who was told to run Levene's test first. Covers welch's t test with prices as of November 2026 and a file-test recommendation.

8 min read

Mann-Whitney U test explained, with a free calculator path

For someone whose histogram is skewed and whose referee asked for a non-parametric test. Covers mann whitney u test with prices as of November 2026 and a file-test recommendation.

9 min read

Kaplan-Meier survival analysis explained, no coding

For a reader looking at a stepped curve for the first time. Covers kaplan meier survival analysis with prices as of November 2026 and a file-test recommendation.

10 min read

How to clean patient and clinical data, step by step

For a coordinator cleaning an export before a statistician will touch it. Covers clean clinical data with prices as of November 2026 and a file-test recommendation.

10 min read

How to clean survey data, with a checklist

For a researcher with a Qualtrics or Google Forms export. Covers clean survey data with prices as of November 2026 and a file-test recommendation.

10 min read

Time series forecasting without code: a practical guide

For a sales or ops analyst asked for a forecast by Friday. Covers time series forecasting without code with prices as of November 2026 and a file-test recommendation.

9 min read