Halkan waxaa ah liiska ugu wanaagsan ee software falanqaynta tirakoobka bilaashka ah^{(best free statistical analysis software)} ee Windows 11/10 . Haddii aad haysatid xog tiro badan oo aad rabto in aad qiimeyso oo aad falanqayso xog-ururinta, hagahan adigaa leh. Maqaalkan, waxaan dooneynaa inaan xusno oo aan ka wada hadalno barnaamijyo badan oo falanqayn tirakoob oo bilaash ah Windows 11/10 . Isticmaalka software-kan bilaashka ah, waxaad isticmaali kartaa dhowr farsamooyin xisaabeed falanqaynta tirakoobka.

Kuwani waxay kuu ogolaanayaan inaad sameyso falanqaynta dib-u-celinta, falanqaynta kala-duwanaanta ( ANOVA ), T-tijaabooyin^(T-tests) , qaybinta soo noqnoqda, Chi-Square , falanqaynta kala duwan, iyo imtixaanno tiro badan. Waxaad go'aamin kartaa xisaabaadka aasaasiga ah sida celceliska, dhexdhexaadka, kala duwanaanshaha, qaabka, iyo in ka badan. Intaa waxaa dheer, software-kani sidoo kale wuxuu kuu ogolaanayaa inaad sawirto noocyada kala duwan ee garaafyada sawirada xogta sida jaantusyada pie, boxplots, garaafka aagga, garaafka xariiqda, iyo in ka badan. Aynu hadda ogaano maxay yihiin barnaamijyadan falanqaynta tirakoobka.

Software ugu Wacan ee Falanqaynta Tirakoobka Bilaashka ah^{(Best Free Statistical Analysis Software)} ee Windows 11/10

Waa kuwan qaar ka mid ah software-yada falanqaynta tirakoobka bilaashka ah ee ugu fiican ( SAS ) oo aad isticmaali karto si aad u xisaabiso tirokoobyada kala duwan ee xogta nambarada gudaha Windows 11/10 :

1. JASP
2. SOFA
3. Jamovi
4. HORE
5. Statcato
6. PSPP
7. Xogta Epi
8. KyPlot
9. gretl

Aynu si faahfaahsan uga hadalno barnaamijyadan bilaashka ah hadda!

1] JASP

JASP waa software falanqayn xisaabeed bilaash ah oo furan oo loogu talagalay Windows 11/10 . Waa software bilaash ah oo weyn oo isticmaalaya kaas oo aad ku samayn karto dhowr imtixaan oo tirokoob oo xog ah. Waxaad samayn kartaa falanqaynta Standard ama Bayesian statistics adiga oo isticmaalaya. Si loo soo dejiyo xog-ururinta, waxay taageertaa qaababka wax gelinta oo ay ku jiraan TXT , CSV , SAV , iyo ODS .

Interface-keeda waxa loo qaybiyaa qaybo badan si loo isticmaalo algorithms-yada gaarka ah iyo tijaabooyinka falanqaynta. Waa kuwan noocyada falanqaynta statical ee lagu samayn karo iyada oo la isticmaalayo:

• Waxay awood kuu siinaysaa inaad sameyso noocyo kala duwan oo falanqeyn dib-u-^{(perform different types of regression analysis)} celin ah oo ay ku jiraan Isku-xirnaanta Matrix^{(Correlation Matrix)} , Dib-u-celinta Logistics^{(Logistics Regression)} , Dib-u-celinta Linear^{(Linear Regression)} , iwm.
• Waxa kale oo aad samayn kartaa dhawr imtixaan oo ANOVA ah sida ANCOVA , qiyaaso soo noqnoqda ANOVA , Bayesian ANOVA , iwm.
• Waxa kale oo ay bixisaa fursadaha T-tijaab^(T-test) si ay u qiimeeyaan datasets iyada oo la isticmaalayo habab sida muunad madax-bannaan ^{(Independent)}T-^(T-test) tijaab , Paired sample T-^(T-test) tijaab , Bayesian Paired muunad T-tijaabin^(T-test) , iwm.
• Waxa kale oo aad u isticmaali kartaa sharraxaadda iyo falanqaynta isku halaynta. Waxay qiimaysaa oo muujisaa garaafyo iyo tirokoobyo kala duwan sida celceliska, qaabka, dhexdhexaadka, kala duwanaanshaha, iwm.
• Gudaha dhexdiisa, waxa kale oo aad ka helaysaa qayb Frequencies u go'an si aad u samayso imtixaanada soo noqnoqda.
• Marka laga reebo kuwan, waxaad isticmaali kartaa imtixaano tirokoob oo dheeri ah si aad u falanqeyso xog-ururinta oo ay ku jiraan falanqaynta qaybta ugu muhiimsan, falanqaynta qodobbada sahaminta, falanqaynta-maskaxda, SEM , qaabaynta muuqaalka, iyo falanqaynta qodobka xaqiijinta.

Waxay ku siinaysaa natiijooyin dhamaystiran tab gooni ah oo aad ku dhoofin karto qaabka CSV ama TXT .

Sida muuqaalada software-kan? Halkan^{(it here)} ka hel

Akhriska la xidhiidha: ^{(Related read:)} Waa maxay Data Analytics maxaase loo isticmaalaa?^{(What is Data Analytics and what is it used for?)}

2] SOFA

Waxa kale oo aad kartaa SOFA oo ah software falanqayn xisaabeed u go'an Windows 11/10 . SOFA waxay u taagan tahay Tirakoobka^(Statistics) u furan^(Open) Dhammaan ; ^(All)waa bilaash waana il furan. Software-kani wuxuu kuu ogolaanayaa inaad abuurto xog-ururin cusub ama aad soo dejiso mid jira oo aad samayso noocyo kala duwan oo ah imtixaannada falanqaynta tirakoobka ee kaydkaaga. Waxay taageertaa XLS, CSV , TXT , TSV , iyo qaabab badan oo faylal ah si loo soo dejiyo xogtaada.

Hadda, waxa ku jira tiro badan oo algorithms iyo imtixaano aad u isticmaali karto si aad u qiimeyso xog-ururinta. Waxaad samayn kartaa ANOVA , Chi-Square , T-tijaabo la^{(Paired T-test)} mid ah , iyo baaritaano dheeraad ah adigoo isticmaalaya. Waxa kale oo ay bixisaa jaantusyo warbixineed si loo abuuro Liiska ^{(Data List)}Xogta^{(Row Stats)} , Tirakoobka Safka , Soo^{(Frequencies)} noqnoqda , iyo shaxda warbixinta Crosstabs . Gudaha, waxa kale oo aad ku abuuri kartaa jaantusyo sida jaantusyada bar, jaantusyada laynka, jaantusyada agagaaraha, jaantusyada pie, iyo in ka badan oo loogu talagalay muuqaalaynta xogta.

Markaad dhammayso samaynta falanqaynta tirakoobka, waxaad kaydin kartaa natiijooyinka soo-saarka qaabab ay ku jiraan PDF , Xaashiyaha faafinta^{(Spreadsheets)} , iyo Sawirrada^(Images) . Guud ahaan waa software falanqayn xisaabeed bilaash ah oo furan.

Fiiri: ^(See:) Waa maxay Macdanta Macdanta? Aasaaska iyo Farsamooyinka?^{(What is Data Mining? Basics and its Techniques?)}

3] Jamovi

Jamovi waa software kale oo fiican oo bilaash ah oo lagu sameeyo falanqaynta tirakoobka ee kala duwan Windows 11/10 . Waa software bilaash ah oo furan oo isticmaalaya kaas oo aad isticmaali karto farsamooyin badan oo awood kuu siinaya inaad qiimeyso, go'aamiso, oo aad falanqeyso xog-ururinta. Waxay ku dhisan tahay luqadda tirakoobka R taasoo hubinaysa in natiijooyinka la qiyaasay ay sax yihiin.

Waxaad si fudud ugu dhex abuuri kartaa kayd xogeed tabkeeda xogta ka^(Data) dibna waxaad isticmaali kartaa dhawr algorithms ee falanqaynta tirakoobka ee tabka Falanqaynta . ^(Analysis)Waxay kuu ogolaanaysaa inaad samayso ANOVA , T-tijaabooyin^(T-tests) , Regression , Frequencies , iyo imtixaanada falanqaynta Factor . Waxa kale oo aad ku arki kartaa tiro-koobyo iyo garaafyo dhowr ah oo ku dhex jira, sida Macnaha^(Mean) , Dhexdhexaadinta^(Median) , Qaybinta^{(Distribution)} , Kala firdhinta^(Dispersion) , Habka^(Mode) , Kala duwanaanshiyaha^(Variance) , Histogram , Bar Plot , iwm. Waxay sidoo kale kuu ogolaaneysaa inaad kaydiso natiijooyinka falanqaynta tirakoobka ee faylka CSV .

Waxaad ka soo dejisan kartaa software-ka falanqaynta tirakoobka jamovi.org .

4] HORE

PAST (ama Tirakoobka ^(Statistics)Paleontological ) waa barnaamij kale oo falanqayn xisaabeed bilaash ah Windows 11/10 . Waxaad ka heli kartaa waxyaabo badan oo horumarsan. Waxa ay ku siinaysaa qalab lagu sameeyo qaabaynta xogta, falanqaynta xogta khalkhalgelinta, tirokoobyada kala duwan, falanqaynta deegaanka, falanqaynta meelaha, falanqaynta taxanaha wakhtiga, iwm. Waxaad ka soo dejisan kartaa xog- ururinta TXT^(TXT) , XLS , ama faylka DAT ama xitaa abuuri kartaa mid cusub. ^(DAT)Kadibna, samee falanqaynta tirakoobka adoo isticmaalaya qalab la bixiyay.

Waxay kuu ogolaanaysaa inaad sameyso ANOVA , Isku^{(Correlation)} xidhka , Imtixaanka caadiga ah, Magacaabista^(Clustering) , Kutlada , MANOVA^(MANOVA) , ANOSIM^(Ordination) , Diversity^(Normality) indexes, Diversity t^(ANOSIM) - test^(Diversity) , SHE analysis, Beta diversity, iyo imtixaano kale oo kala duwan. Waxaad go'aamin kartaa tirokoobyada muhiimka ah sida Mean , Median , Variance , Mode , Standard weecis iwm. Waxa kale oo ay kuu ogolaanaysaa in aad sawirto datasets noocyada kala duwan ee garaafyada sida jaantusyada pie, histograms, jaantus xumbo, 3D goobood, iwm.

Halkan kala soo^(here) deg

5] Statcato

Mid ka mid ah barnaamijyada falanqaynta tirakoobka bilaashka ah ee bilaashka ah ee Windows 11/10 waa Statcato . Waa software bilaash ah oo la qaadi karo oo u baahan rakibid si uu u shaqeeyo. Sidoo kale, waxay ku salaysan tahay Java, markaa hubi inaad JRE ku rakibtay nidaamkaaga si aad u isticmaasho.

Isticmaalka, waxaad qiyaasi kartaa xisaabaadka aasaasiga ah sida celceliska, leexashada caadiga ah, qallooca, boqolleyda, iwm. Waxaad sidoo kale xisaabin kartaa Binomial , Joometric^(Geometric) , Discrete , Integer , P-value , iyo qiimo badan. Waxa kale oo ay kuu ogolaanaysaa inaad samayso qaar ka mid ah imtixaanada tirakoobka horumarsan oo ay ku jiraan Sambal^(Sample) size, Correlation , Regression , ANOVA , iwm. Waxa kale oo aad u isticmaali kartaa muuqaalaynta xogta sida ay bixiso garaafyo kala duwan si ay u sawirto, sida bar, sanduuqa, pie, iwm.

Waxay kuu ogolaanaysaa inaad kaydiso warbixinta falanqaynta tirakoobka oo qaabab ah sida PDF , Excel , RTF , CSV , iyo Text . Intaa waxaa dheer, waxaad ku kaydin kartaa garaafyada sawirada PNG .

Ka hel statcato.org

6] PSPP

PSPP weli waa barnaamij kale oo falanqayn xisaabeed bilaash ah Windows 11/10 . Waxay bixisaa noocyo kala duwan oo ah imtixaanada tirakoobka iyo farsamooyinka si loo isticmaalo qiimeynta xogta. Waxaad samayn kartaa imtixaanada sida Linear and logistic regression, Tirakoobka Sharaxaadda^{(Descriptive)} , Falanqaynta Kooxda , ^(Cluster)Isbarbardhiga^(Compare) Macnaha, Falanqaynta Univariate^{(Univariate Analysis)} , Kalsoonida^{(Reliability)} iyo falanqaynta factor, T-tijaabooyin, Cabbiraadaha^(Measures) ururka, imtixaanada aan parametrical, iyo qaar kale oo badan.

Waxay kuu ogolaanaysaa inaad soo dejiso xog- ururinta oo ah qaabka TXT , HTML , ama ODT ka bacdina aad isticmaasho mid ka mid ah imtixaanada sare si aad u falanqayso kaydka xogta. Waxa kale oo aad samayn kartaa xog-ururin adiga kuu gaar ah oo xoq ah adiga oo isticmaalaya isfahamkiisa xaashida u eg. Marka laga reebo falanqaynta tirakoobka, waxaad isticmaali kartaa qaar ka mid ah sifooyin dheeraad ah sida beddelka, gudbinta, kala-soocidda xogta, wadar ahaan, iwm.

Waxaad ku kaydin kartaa garaafyada iyo natiijooyinka qaabab kala duwan sida PDF , HTML , ODT , TXT , PS, iyo CSV .

Akhri: ^(Read:) RedCrab waa Xisaabiyaha Tirakoobka iyo Sayniska ee Daaqadaha.

7] Epi Macluumaadka

Epi Info waa software falanqeynta tirakoobka oo bilaash ah oo la qaadi karo oo loogu talagalay Windows 11/10 . Noocyada imtixaannada falanqaynta tirakoobka ee aad samayn karto adigoo isticmaalaya waa Sahanka^{(Population Survey)} Dadweynaha , Dadweynaha Binomial^{(Population Binomial)} , Chi-Square , Poisson , Koox^(Cohort) -kooxeed ama Isku-tallaal^{(Cross-Sectional)} , iyo qaar kale. Waxa kale oo ay kuu ogolaanaysaa inaad u abuurto xog-ururin iyo su'aalo xog-ururineed xog-ururintaada. Waxaad ka soo dejisan kartaa software-kan bilaashka ah website-keeda rasmiga ah halkan^(here) .

Fiiri: ^(See:) Aaladaha Aragtida Xogta Intarneedka ee Bilaashka ah ee ugu Fiican^{(Best Free Online Data Visualization Tools)}

8] KyPlot

Isku day KyPlot falanqaynta tirakoobka iyo muuqaalaynta gudaha Windows 11/10 . Gudaha, waxaad samayn kartaa imtixaanada tirakoobka sida falanqaynta sharraxaadda , ^{(Descriptive)}Imtixaanka Parametric^{(Parametric Test)} , Miiska lama filaanka ah , ^{(Contingency)}Falanqaynta Dib-^{(Regression Analysis)} u-celinta , Falanqaynta Kala-duwanaanshaha^{(Multivariate Analysis)} , iyo in ka badan. Waxaad ka soo dejisan kartaa xogta faylalka sida Excel ama Text , ka dibna waxaad isticmaali kartaa qalabka la heli karo ee falanqaynta tirakoobka. Natiijooyinka falanqaynta kama dambaysta ah waxaa lagu kaydin karaa CSV , XLS , TXT , PRN , HTML , iyo qaabab badan.

Isticmaalka, waxa kale oo aad samayn kartaa hawlaha matrix, Fourier transformation,time tax tax analysis,iyo qaar ka mid ah hawlo kale oo xisaabeed. Waxay kaloo kuu ogolaanaysaa inaad sawirto garaafyo dhawr ah.

9] gariir

Gretl waxay u taagan tahay Gnu Regression , Econometrics iyo Time-time Library^{(Time-series Library)} . Waa software falanqayn xisaabeed bilaash ah oo furan oo loogu talagalay Windows 11/10 . Software-kan waxaa si gaar ah loogu talagalay in lagu sameeyo falanqaynta Econometric^{(Econometric analysis)} . Waxaad soo dejisan kartaa xog-ururinta ilaha ee CSV , TXT , XLS , ODS , DAT , iyo qaabab kale oo kooban. Kadib, samee imtixaanada sida miiska tirakoobka , ^{(Statistical)}Tijaabada^(Test) xisaabiyaha tirakoobka, imtixaanada aan parametric-ka ahayn, Correlogram , Periodogram , Taxane waqti^(Time) , Soo noqnoqoshada^(Frequency)qaybinta, iyo qaar kaloo badan.

Waxa kale oo aad sawiri kartaa jaantusyada taxanaha wakhtiga^(Time) , garaafyada qaybinta sida chi-square, Poisson , binomial, Boxplot , plot QQ caadiga^{(Normal Q-Q)} ah, iwm. Haddii aad rabto, waxaad kaydin kartaa garaafyada PDF , PNG , EPS , iyo qaabab kale oo muuqaal ah.

Ka soo dejiso sourceforge.net .

Waa maxay software bilaashka ah ee ugu fiican ee falanqaynta tirakoobka?

Dhammaan software-yada bilaashka ah ee la sheegay waxay ku fiican yihiin falanqaynta tirakoobka. Si kastaba ha ahaatee, fikradayda, waxaan u arkaa JASP iyo PAST inay ka fiican yihiin kuwa kale. Labadan waxay ku siinayaan tiro wanaagsan oo imtixaan xisaabeed si aad u samayso falanqayn xisaabeed. Intaa waxaa dheer, kuwan sidoo kale aad bay u fududahay in la isticmaalo. Xirfadlayaasha iyo kuwa bilawga ah labaduba waxay isticmaali karaan labadan software falanqaynta tirakoobka.

Ma jiraa beddel bilaash ah oo SPSS ah ?

Haa, waxaa jira beddelka bilaashka ah ee SPSS oo loo yaqaan PSPP . Waa bilaash oo il furan. Waxaa si gaar ah loo abuuray beddelka barnaamijka lahaanshaha ee SPSS . PSPP waxay ka kooban tahay inta badan sifooyinka laga heli karo SPSS . Tirokoobyo kala duwan ayaa lagu samayn karaa iyadoo la isticmaalayo PSPP lacag la'aan. Waxaad ka eegi kartaa sharraxaadda buuxda ee freeware-kan sare ee qoraalkan.

Waa kaas!

Hadda akhri: ^{(Now read:)} Waa maxay Barashada Mashiinka iyo sida ay uga duwan tahay Sirdoonka Artificial.

Best Free Statistical Analysis Software for Windows 11/10

Here is a list of the best free statistical analysis software for Windows 11/10. If you have a large set of numerical data and you want to evaluate and analyze the dataset, this guide is for you. In this article, we are going to mention and discuss multiple free statistical analysis software for Windows 11/10. Using these free software, you can use several mathematical techniques for statistical analysis.

These let you perform regression analysis, analysis of variance (ANOVA), T-tests, frequency distribution, Chi-Square, multivariate analysis, and more statistical tests. You can determine basic statistics like mean, median, variance, mode, and more. Plus, these software also let you plot different types of data visualization graphs like pie charts, boxplots, area graph, line graph, and more. Let us now find out what are these statistical analysis software.

Best Free Statistical Analysis Software for Windows 11/10

Here are some of the best free statistical analysis software (SAS) that you can use to calculate various statistics for a numerical dataset in Windows 11/10:

1. JASP
2. SOFA
3. Jamovi
4. PAST
5. Statcato
6. PSPP
7. Epi Info
8. KyPlot
9. gretl

Let us discuss these free software in detail now!

1] JASP

JASP is a free and open-source statistical analysis software for Windows 11/10. It is a great free software using which you can perform several statistical tests for a set of data. You can perform Standard or Bayesian statistical analysis using it. To import a dataset, it supports input formats including TXT, CSV, SAV, and ODS.

Its interface is divided into multiple sections to use specific algorithms and tests for analysis. Here are the kinds of statical analysis that can be done using it:

• It enables you to perform different types of regression analysis including Correlation Matrix, Logistics Regression, Linear Regression, etc.
• You can also perform several ANOVA tests like ANCOVA, repeated measures ANOVA, Bayesian ANOVA, etc.
• It also provides T-tests options to evaluate datasets using methods like Independent sample T-test, Paired sample T-test, Bayesian Paired sample T-test, etc.
• You can also use it for descriptive and reliability analysis. It evaluates and displays various graphs and statistics like mean, mode, median, variance, etc.
• In it, you also get a dedicated Frequencies section to perform frequency tests.
• Apart from these, you can use more statistical tests to analyze a dataset including principal component analysis, exploratory factor analysis, meta-analysis, SEM, visual modeling, and confirmatory factor analysis.

It provides comprehensive results in a separate tab that you can export in CSV or TXT format.

Like the features of this software? Get it here.

Related read: What is Data Analytics and what is it used for?

2] SOFA

You can also SOFA which is a dedicated statistical analysis software for Windows 11/10. SOFA stands for Statistics Open For All; it is free and open source. This software lets you create a new dataset or import an existing one and perform different kinds of statistical analysis tests on your dataset. It supports XLS, CSV, TXT, TSV, and more file formats to import your datasets.

Now, it contains a lot of statistical algorithms and tests that you can use to evaluate a numerical dataset. You can perform ANOVA, Chi-Square, Paired T-test, and more tests using it. It also offers Reports tables to create Data List, Row Stats, Frequencies, and Crosstabs report tables. In it, you can also create charts like bar charts, line charts, area charts, pie charts, and more for data visualizations.

When you are done performing statistical analysis, you can save output results in formats including PDF, Spreadsheets, and Images. It is overall a great free and open-source statistical analysis software.

See: What is Data Mining? Basics and its Techniques?

3] Jamovi

Jamovi is another nice free software to perform various statistical analyses in Windows 11/10. It is free and open-source software using which you can use several techniques that enable you to evaluate, determine, and analyze numerical datasets. It is built on R statistical language that makes sure the estimated results are accurate.

You can simply create a dataset in its Data tab and then use several algorithms for statistical analysis in the Analysis tab. It lets you perform ANOVA, T-tests, Regression, Frequencies, and Factor analysis tests. You can also view several statistics and graphs in it, such as Mean, Median, Distribution, Dispersion, Mode, Variance, Histogram, Bar Plot, etc. It also lets you save the statistical analysis results in a CSV file.

You can download this statistical analysis software from jamovi.org.

4] PAST

PAST (or Paleontological Statistics) is another free statistical analysis software for Windows 11/10. You can find a lot of advanced features in it. It offers tools to perform data plotting, data manipulation analysis, multivariate statistics, ecological analysis, spatial analysis, time series analysis, etc. You can import a dataset from a TXT, XLS, or DAT file or even create a new one. And then, perform statistical analysis using provided tools.

It lets you perform ANOVA, Correlation, Normality test, Ordination, Clustering, MANOVA, ANOSIM, Diversity indices, Diversity t-test, SHE analysis, Beta diversity, and various other tests. You can determine key statistics like Mean, Median, Variance, Mode, Standard deviation, etc. It also lets you plot datasets on various kinds of graphs like pie charts, histograms, bubble charts, 3D plots, etc.

Download it from here.

5] Statcato

One more good free statistical analysis software for Windows 11/10 is Statcato. It is a free and portable software that requires no installation to work. Also, it is Java-based, so make sure you have JRE installed on your system to use it.

Using it, you can estimate basic statistics like mean, standard deviation, skewness, percentile, etc. You can also calculate Binomial, Geometric, Discrete, Integer, P-value, and more values. It also lets you perform some advanced statistical tests including Sample size, Correlation, Regression, ANOVA, etc. You can also use it for data visualization as it offers various graphs to plot, like bar, boxplot, pie, etc.

It lets you save a statistical analysis report in formats like PDF, Excel, RTF, CSV, and Text. Plus, you can save the graphs in PNG images.

Get it from statcato.org.

6] PSPP

PSPP is yet another free statistical analysis software for Windows 11/10. It provides a variety of statistical tests and techniques to use evaluate a dataset. You can perform tests like Linear and logistic regression, Descriptive statistics, Cluster analysis, Compare means, Univariate Analysis, Reliability and factor analysis, T-tests, Measures of association, Non-parametric tests, and some more.

It lets you import datasets in TXT, HTML, or ODT format and then use any of the above tests to analyze the dataset. You can also create your own dataset from scratch using its spreadsheet-like interface. Apart from statistical analysis, you can use some more features like transform, transpose, data sorting, aggregate, etc.

You can save graphs and results in a variety of formats like PDF, HTML, ODT, TXT, PS, and CSV.

Read: RedCrab is a Statistical and Scientific Calculator for Windows.

7] Epi Info

Epi Info is a free and portable statistical analysis software for Windows 11/10. The kinds of statistical analysis tests that you can perform using it are Population Survey, Population Binomial, Chi-Square, Poisson, Cohort or Cross-Sectional, and some more. It also lets you create surveys and questionnaires for your datasets. You can download this free software from its official website here.

See: Best Free Online Data Visualization Tools

8] KyPlot

Try KyPlot for statistical analysis and visualization in Windows 11/10. In it, you can perform statistical tests like Descriptive analysis, Parametric Test, Contingency table, Regression Analysis, Multivariate Analysis, and more. You can import datasets from files like Excel or Text, and then use available tools for statistical analysis. The final analysis results can be saved in CSV, XLS, TXT, PRN, HTML, and more formats.

Using it, you can also perform matrix operations, Fourier transform, time series analysis, and some other mathematical operations. It also lets you plot several graphs.

9] gretl

gretl stands for Gnu Regression, Econometrics and Time-series Library. It is a free and open-source statistical analysis software for Windows 11/10. This software is specially designed to perform Econometric analysis. You can import source datasets in CSV, TXT, XLS, ODS, DAT, and a few other formats. Then, perform tests like Statistical table, Test statistics calculator, Non-parametric tests, Correlogram, Periodogram, Time series, Frequency distribution, and more.

You can also plot Time series plots, distribution graphs like chi-square, Poisson, binomial, Boxplot, Normal Q-Q plot, etc. If you want, you can save the graphs in PDF, PNG, EPS, and other image formats.

Download it from sourceforge.net.

What is the best free software for statistical analysis?

All the mentioned free software are great for statistical analysis. However, in my opinion, I find JASP and PAST better than others. These two provide you a good number of statistical tests to perform statistical analysis. Plus, these are also very easy to use. Both professionals and beginners can use these two statistical analysis software.

Is there a free alternative to SPSS?

Yes, there is a free alternative to SPSS called PSPP. It is completely free and open source. It was specially created as an alternative to the proprietary program SPSS. PSPP contains most of the features that are available in SPSS. A variety of statistical tests can be performed using PSPP for free. You can check out the full description of this freeware above in this post.

That’s it!

Now read: What is Machine Learning and how it is different from Artificial Intelligence.

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• Software-ka qaboojinta laptop-ka ugu fiican ee Windows 11/10

• Software-ka ugu fiican ee Watermark ee Windows 11/10

• Software-ka ugu fiican ee xusuus-qorka dhijitaalka ah ee bilaashka ah ee Windows 11/10

• Software-ka ugu Fiican ee Naqshadaynta Dharka bilaashka ah ee Windows 11/10

• Qalabka Kormeerka Ping-ga ee ugu Fiican ee Windows 11/10 PC

• Software-ka ugu Fiican ee Defragmentation Free ee Windows 11/10

• Software-ka Saldhig Aqooneedka bilaashka ah ee ugu fiican Windows 11/10

• Software-ka ugu Wacan ee Xakamaynta Iftiinka ee Windows 11/10

• Software-ka ugu wanaagsan ee Wada-tashiga Fiidiyowga ee bilaashka ah ee Windows 11/10

• Software-ka ugu Fiican ee Qorista novel ee bilaashka ah ee Windows 11/10

• Software-ka ugu Wacan ee Maareeyaha Soodejinta Bilaashka ah ee Windows 11/10

• Software-ka ugu Fiican ee Qorista Screenplay ee Bilaashka ah ee Windows 11/10

• Software-ka ugu wanaagsan ee Meme Generator ee bilaashka ah ee loogu talagalay Windows 11/10 PC