Topic: Explorer is cross platform graphical statistical analyses done the easy way

[Software Santa]

Explorer is cross platform graphical statistical analyses done the easy way.


https://www.youtube.com/watch?v=S0pAdZcNnj4

Introduction

This Explorer allows to perform various statistical analyses and data mining operations in a very easy and intuitive way. As the name implies, this software aims at exploring data and getting quick insight of the order of magnitude of the observed objects. That's why it does focus on graphical representation and mouse driven operations, unlike the traditional statistical tools cluttered with numerous dialog boxes and lists with five decimal figures. You can, however, have the detailed numbers once your analysis is completed.


Types of analysis

    Pie chart
    Bar chart
    Line chart
    Association diagram
    Word cloud
    Arc diagram
    Contingency table
    Multiple Correspondence analysis
    3-variable graph
    Treemap
    Chi-2 tests
        Pearson' chi-square test
        Yates' chi-square test
        G-test
        Fisher's exact test
    Gini impurity
    Entropy
    Repartition curve
    Distribution curve
    Scatter plot
    Ternary plot
    Andrew's curves
    Survey plot
    3D plot
    Correlations
    Autocorrelation plot
    Probability plot
    Tukey-lambda PPCC plot
    Lag plot
    General statistics
    Normality tests
        Shapiro-Wilk test
        Anderson-Darling test
        Lilliefors test
        D'Agostino test
        Anscombe test
        Omnibus test
        Jarque-Bera test
    Analysis of variance
        Bartlett's test
        F-test
        Levene test
        Brown Forsythe test
        Box's M test
        Student's T-test
        Welch T-test
        Hotelling's test
        Wilk's lambda
        Lawley-Hotelling trace
        Pillai trace
        Two-way anova
    Non-parametric tests
        Kolmogorov-Smirnov test
        Kruskal-Wallis test
        Jonckheere test
        Cochran Q test
        Durbin test
        Friedman test
        Mantel-Haenszel test
        Breslow-Day test
        Woolf test
    Principal components
    Canonical correlation analysis
    K-means
    K-medoids
    Fuzzy C-means
    Huen diagram
    Dendogram
    Radviz
    Discriminant analysis
    Regressions
        Linear regression
        Poisson regression
        Negative binomial regression
        Logistic regression
        Least angle regression
    Influence plot
    QQ plot
    Box plot
    Parallel coordinates
    Neural network (perceptron)




Various file formats are accepted :
Source    File extension    Remarks
Access    mdb , accdb    Access 2000 or higher
ARFF / KEEL    *    No comments at the beginning of the file.
The first line must be @relation
BigQuery    *    A config file with a content like this:
BigQuery
client_secret:/full/path/to/my_private_key.json
query:select * from lookerdata:cdc.project_tycho_reports limit 1000
timeout:60000
dBase    dbf    
Excel    xlsx    The names of the fields are expected at the top of the columns
JMP    jmp    
JSON file    *    A JSON array of records
LIMDEP / NLOGIT    lpj    
MINITAB    mtw    
MLwiN    ws    Uncompressed format only
MongoDB    *    A config file with a content like this:

mongodb
host:192.168.0.121:27017
database:geo
collection:countries
query:{cont:{$eq:"EU"},pop:{$gt:50000000}}
Mysql    *    A config file with a content like this:

mysql
host:192.168.0.2
user:bob
password:secret
database:test
query:select * from mytable
Postgres    *    A config file with a content like this:

postgres
host:192.168.0.2
user:bob
password:secret
database:test
query:select * from mytable

or:
postgres
connection:bob:secret@192.168.0.2/test
query:select * from mytable
R    rdb    Binary format only
SAS    sas7bdat      Uncompressed format only
SPLUS    sdd    
SPSS    sav    Uncompressed format only
SQL Server    *    A config file with a content like this:

mssql
host:192.168.0.121
username:bob
password:secret
query:select * from mytable
Stata    dta      Stata 8 or higher
Tabular file    *    The names of the fields are expected on the first line
Bzip2 file    bz2    The uncompressed file must be in one of the previous formats
Gzip file    gz    The uncompressed file must be in one of the previous formats
Web file    *    Contains the url of the data. The remote file must be in one of the previous formats

If you click the clipboard button, the data must be in tabular form, with the name of the fields on the first line.

https://github.com/jfbouzereau/explorer