List of plug-ins available for download in EEGLAB 2019.1 and later versions

You may download the .zip file associated with the plug-ins below and unzip it in the "plugins" subfolder of your EEGLAB distribution. However, this list is primarily provided for informational purposes. To install plug-ins of interest, we recommend that you use the EEGLAB extension manager (in the EEGLAB GUI window, select menu item "File > Manage plug-ins"). Note: it is not possible to install new plug-ins in the EEGLAB compiled version. However, you may use a plug-in when running the compiled version by including the plug-in code base in the EEGLAB script you run.

Plug-in name Version Plug-in description Link Tags Contact Ratings Number of downloads
AAR 131130 ICA-based Automatic Artifact Removal. Note that this extension overloads the "pca.m" Matlab function and can lead to unexpected behaviors of EEGLAB when running ICA. Download artifact,ica G. Gomez-Herrero 4163 Report error to
Adjust 1.1.1 Adjust plug-in to remove artifacts automatically Download ica,artifact James Charles 5042
AMICA 1.7 Powerful Amica ICA decomposition plug-in (requires available compiled binary). Related: postAMICAUtility Download ica 4000
ANTeepimport 1.13 Import ANT .cnt data and trigger files Download import 4292
ARfitStudio 0.41 Cleans event-related transient artifacts using ARfit (beta) Download artifact,preprocessing Miyakoshi and Mullen 644
AutoBatch 1.0.1 Will create a batch script based on eegh history. The batch script will also create a "Pre" and "Post" folder structure for you to place files you would like to run batch process on. Download study, Matthew Gunn 62
automagic 2.6 Standardized preprocessing of big EEG data. Runs currently available preprocessing methods and offers objective standardized quality assessment for growing studies. Compatible with the Brain Imaging Data Structure (BIDS) standard and hence facilitates data sharing. Download import, export, artifact, ica, study, Dawid Strzelczyk 1379
batch_context 1.5 Interface for submitting jobs to remote clusters and automatic generation of Octave/Matlab code Download study,other James Desjardins 395
BCI2000import 0.36 Import BCI2000 data files Download import C. Boulay 2159
bci2000legacy 1.0 Import legacy BCI2000 Matlab and text files Download import A. Delorme 578
BDFimport 1.2 Import BDF data files. Can also import EDF files. Note that the BIOSIG toobox/plug-in is the default in EEGLAB for importing BDF and EDF files, so we advise you try it first. Download import 4692
bemobil-pipeline 2.0.0 The BeMoBIL Pipeline allows for script-based fully automatic, synchronized, transparent, and replicable import, processing, and visualization of Mobile Brain/Body Imaging and other EEG data. It includes wrappers for various EEGLAB plugins, and additional new functionalities. Parameters are configured centrally and plots are created throughout the processing. It does not contain a GUI. Download import, export, artifact, ica, source, study, BIDS Marius Klug 10
BERGEN 1.0 Remove fMRI artifacts from EEG Download artifact M. Moosmann 693
bids-matlab-tools 7.3 Collection of function to import and export BIDS-formated experiments. The code is tailored for use in EEGLAB but may also be used independently of EEGLAB. Download import, export, study, bids 1573
bids-validator 1.1 bids-validator adopted from Openneuro Download 401
bioelectromag 1.01 Uses Bioelectromagnetism toolbox for ERP peak detection Download erp D. Weber 723
biopac 1.00 Import BIOPAC Matlab data files. Use BIOSIG to import BIOPAC .ACQ files. Download import A. Delorme 1787
Biosig 3.8.1 Import multiple data files formats. EDF, EDF+, BDF, GDF, Neuroscan, CNT, BRK, DAT, RDF, HDF, RAW, TDMS, Biopac ACQ, BCI2000, EEProbe, etc... Download export,import 66438
Blinker 1.1.3 Automated Extraction of Ocular Indices from EEG Enabling Large-Scale Analysis Download artifact, Kay Robbins 201
brainmovie 1.0 This plugin may only be used from the command line to generate brain movies (same types of movies as in SIFT). The ROIconnect plugin may be used to call this plugin for visualization purposes. Download ica, source, time-freq, Arnaud Delorme 61
bva-io 1.71 Import Brain Vision Analyser data files Download export,import 24613
CIAC 1.02 Cochlear Implant Artifact Correction Download artifact 487
Cleanline 2.00 Removes sinusoidal artifacts (line noise) Download artifact 10238
clean_rawdata 2.7 Cleans raw EEG data. Contains Artifact Subspace Reconstruction (ASR). Adopted from BCILAB for offline use. Download artifact, 11812
Cogniscan 1.1 Import Cogniscan data files Download import P. Sajda 920
corrmap 2.1 Cluster ICA components using correlation of scalp maps Download erp,ica,study 2223 Report error to
countBlinks 0.10 This is a solution for manually identifying blinks. It does not use ANY algorithm, and the user should determine whether the highlighted EOG peak represents eye blink or not. Care was taken in designig GUI so that mouse movement and number of clicks be minimized. It requires ICA results; the IC for blink/vertical eye movement is mandatory, and that for horizontal eye movement is optional. Download erp, Event annotation Makoto Miyakoshi 197
CSP 1.1 Common Spatial Patterns Download other P. Sajda 1039
ctfimport 1.04 Import CTF (MEG) data files Download import D. Weber 990
cwleegfmri 0.01 Perform window-based regression using reference signals Download preprocessing J. van der Meer 326
Darbeliai 2019.02.01.1 Multiple files renaming, processing, epoching, ERP properties, spectral power calculation Download erp,time-freq M. Baranauskas 1829
detect_spindles 2.8.1 Plug-in to automatically detect sleep spindles in continuous polysomnographic recordings. Requires data to be sleep stage scored and include movement artifact events in the EEG.event structure. Download time-freq, event detection 234
dipfit 4.3 Source localization of ICA components using single dipoles and eLoreta Download ica, source Arnaud Delorme 6057 Report error to
Dusk2Dawn 1.0.0 Dusk2Dawn allows users to easily clean whole-night sleep EEG data using sleep-specific implementations of Artifact Subspace Reconstruction (ASR). The GUI interface also allows users to easily test a range of ASR parameters and visualise the effects on their data (e.g. the effects on Slow-Wave amplitude). (Uses functions from the official 'clean_rawdata' ASR plugin) Download erp, artifact, sleep,preprocessing,cleaning,ASR,large datasets Dr Richard Somervail 4
eConScan_import 1.0 A plugin for EEGLAB that allows importing eConScan's EEG data in the BDF format. Download import, Zhaoxu Liu 65
EEG-Beats 1.1.1 Extracts heartbeats and RR interval metrics for the unprocessed signal recorded by an EEG sensor placed on the chest. Download EKG, RR intervals, RR metrics Kay Robbins 200 Report error to
EEGBrowser 1.1 Browser to visualize channel and component activity Download other,preprocessing 894
eegplot_w 1.1.4 Scroll using mouse wheel in wide-screen Download preprocessing M.Baranauskas 1674
eeg_toolbox 1.01 EEGLAB plug-in for plotting ERPs using the EEG toolbox Download erp A. Delorme 654
egilegacy 1.0 Import legacy EGI file formats (binary simple, etc...) Download import A. Delorme 1113
EMDLAB 0.1 Perform four types of EMD: plain EMD, ensemble EMD (EEMD), weighted sliding EMD (wSEMD) and multivariate EMD (MEMD) on EEG data. This plug-in has some functions missing. Download other Saad Al-Baddai 577
envtopoForContinuous 0.10 Compute envelopes of scalp projections. Continuous data only. Download other M.Miyakoshi 413
ERPLAB 9.00 ERPLAB Toolbox is a free, open-source Matlab package for analyzing ERP data. It is tightly integrated with EEGLAB Toolbox, extending EEGLAB's capabilities to provide robust, industrial-strength tools for ERP processing, visualization, and analysis. A graphical user interface makes it easy for beginners to learn, and Matlab scripting provides enormous power for intermediate and advanced users. Download import, export, erp, artifact, study, Aaron Matthew Simmons 11324
erppeakinterval 1.0 Extract the mean amplitude surrounding the peak latency from ERP Download erp Matt Pontifex 651
erpsource 1.0 This plug-in contains code to perform source reconstruction of ERPs with Fieldtrip. It adds a new submenu to the Tools > DIPFIT menu item of EEGLAB. It is also a template plug-in to demonstrate how to create Fieldtrip plug-ins for EEGLAB. Download erp, source, Arnaud Delorme 312 Report error to
erpssimport 1.02 Import ERPSS data files Download import 1384
EYE-EEG 0.99 EYE-EEG is an extension written to facilitate joint analyses of eye tracking and electroencephalographic (EEG) data. Among other things, it can be used for offline fixation control, objective eye artifact rejection, pupillometry, saccade and fixation detection, control of microsaccades, eye-tracker guided ICA, eye tracker-supported ICA component selection, basic oculomotor research. Download import, erp, artifact, ica, eye movements, saccades, eye-tracking, fixation-related potentials, pupil, blinks, fixations, ocular artifact correction Olaf Dimigen 1587
Eyesubtract 1.0 Eye Movement Artifact Removal Download artifact P. Sajda 2425
FAA 1.01 Frontal alpha asymmetry index computation Download time-freq Michael Tesar 852
FASTER 1.2.4 FASTER is a fully automated, unsupervised method for processing of high density EEG data. FASTER has been peer-reviewed, it is free and the software is open source Download artifact, ica, 626
FDA 1.0 Doing Functional Data Analysis (FDA) in EEGLAB. EPCOH Analysis, Functional Principal Component Analysis (FPCA), ERP Analysis, Phase-Plane Plot/Derivative, Functional Canonical Correlation, Smoothing with B-Spline/Fourier basis functions, Generalized Cross Validation (GCV) for parameter estimation, Functional Mean & Variance Download erp, time-freq, SignalProcessing Mohammad Fayaz 113
Fieldtrip-lite 20230128 Adds source localization and statistics tools to EEGLAB Download source R. Oostenveld 18088
Fileio 20230128 Import multiple data files formats Download export,import R. Oostenveld 28061
firfilt 2.6 Routines for filtering data Download preprocessing 8117
fitTwoDipoles 1.00 It determines whether bilateral symmetrical dipoles should be fitted or not by using a published algorithm reported in Piazza et al. (2016) Download source, Makoto Miyakoshi 1384
fMRIb 2.1 Remove fMRI artifacts from EEG Download artifact J. Dien & R. Niazy 1402 Report error to
fullRankAveRef 0.10 Apply average reference after adding back the original reference channel. Note that this is possible using standard EEGLAB interface, only made easier here. Download preprocessing M. Miyakoshi 614
get_chanlocs 3.01 Electrode position localization from 3-D model to EEG chanlocs Download Clement Lee 786
GEVD 1.00 Generalized Eigenvalue Decomposition (GEVD) Download other P. Sajda 563
gtecimport 3.15.01 Import g.Recorder HDF5 files and MATLAB files to EEGlab including triggers/markers Download import Patrick Reitner 982
headModel 1.0.0 Encapsulates in a single interface common routines to allow for out-of-the-box solutions to EEG forward and inverse problems Download ica,source Alejandro Ojeda 571
HEDTools 3.3.2 Tools to support event annotation using hierarchical event descriptor (HED) tags. Download preprocessing Dung Truong 445 Report error to
HEPLAB 1.0.1 Automatic detection and manual edition of R and T waves from the ECG signal Download Pandelis Perakakis 261
icablinkmetrics 3.1 Automatic eye blink component selection Download artifact Matt Pontifex 1136
ICLabel 1.4 Seven-category IC classifier using a neural network trained on hundreds of thousands of ICs Download artifact, ica, L.Pion-Tonachini 7983 Report error to
iirfilt 1.05 Non linear filtering using IIR filter Download preprocessing 2391
IMAT 0.2 Independent Modulator Analysis (IMA) is a method for decomposing spectral fluctuations of temporally independent EEG sources into ‘spatio-spectrally’ distinct spectral modulator processes. Download ica, source, time-freq, study, Johanna Wagner 142
import_edf 1.2 Import EDF data in EEGLAB using the matlab edfread function. Deals with discontinuous segments, and fix errors with annotations present when using the Biosig toolbox. Requires Matlab 2021 and the signal processing toolbox. Download import, edf, edf+, edf- Cedric Cannard 89
INSTEPascimport 1.00 Import INSTEP ASCII data files Download import A. Delorme 1000
Interp 1.0.1 Allows users to interpolate data using local correlation or standard deviation of a given channel compared to its surrounding channels. This can be done on millisecond or epoch or ms within epoch level. Download erp, Matthew Gunn 54
interpolateSpike 0.13 Interpolate spike artifact (or anything) using ARFIT Download artifact Miyakoshi and Mullen 277
LIMO 3.3 LInear MOdelling of EEG data Download ica,other,study 2823
loadcurry 3.2.3 Import Neuroscan Curry 6, 7 and 8 data files Download import 4037
loadhdf5 1.1 Load hdf5 files recorded with g.recorder Download import Simon L. Kappel 1631
loreta 2.0 Export data to the LORETA KEY software Download ica,source A. Delorme 3702
LR 1.2 Linear Discrimination Download other P. Sajda 581
lsl_app_matlabviewer 1.1 This is a simple LSL Matlab viewer and recorder that works on both Windows and Mac (but not Linux unless you install the LSL libraries). Download import, export, lsl 570
MARA 1.2 Multiple Artifact Rejection Algorithm Download artifact,ica I. Winkler 4317
MarkEvents 2.1.3 Manually mark events on eeglab dataset. Download study, event marking 380
mass_univ 03272017 Mass Univariate ERP Toolbox Download erp D. Groppe 1480
MEF3 v1.2.2 Import Multiscale Electrophysiology Format v3.0 (MEF3) data files Download import, MEF, MEF3, iEEG 96
MEF_import 1.21 MEF_import is an EEGLAB plug-in that imports data compressed in Multiscale Electrophysiology Format (or Mayo EEG File, MEF) and Multiscale Annotation File (MAF) data into EEGLAB. This plugin is unstable, use the MEF3 plugin instead. Download import, multiscale recording, iEEG, MEF Richard J. Cui 370
Mentalab 0.2 The Mentalab EEGLab Plugin is a MATLAB library that acts as a plugin for EEGLab. Use it to import Mentalab Explore CSV and BIN files into an EEGLab structure. Download import, Eduard Deneke 143 Report error to
MFFimport 2.3 Import EGI MFF files (legacy - see new MFFMatlabIO plug-in). DO NOT INSTALL IF MFFMatlabIO IS INSTALLED AS THIS CREATE A CONFLICT BETWEEN THE TWO PLUGINS. Download import A. Chennu 2805
MFFMatlabIO 4.1 Import and export Philips MFF files (formerly known as EGI MFF data files) Download import, export, 5790
MicrostateAnalysis 1.2 Model and quantify microstates in resting state data Download other T. Koenig 1380
Mobilab 20210924 Mobilab is a multimodal data browser and motion capture data preprocessor for XDF format data programmed by Alejandro Ojeda Download import, export, erp, artifact, 553
mp_clustering 2.0 Add both Measure Product pre-clustering AND Clustering commands to STUDY menu Download study 242
MST 1.0 Versatile toolbox for microstate analysis for both ERP and spontaneous EEG Download erp,other A. Trier Poulsen 729
musedirect 1.2 This plug-in allows importing into EEGLAB files recorded using the Muse Direct application. Download import, muse 217
musemonitor 4.0 Import Musemonitor iOS and Android app .csv data files Download import 1546
Mutual_Info_Clustering 1.00 Group single dataset ICA components by Mutual Information Download ica,study N. Bigdely 926
NEAR - Channel Rejec 0.0 This plugin uses a robust outlier algorithm - Local Outlier Factor to detect and remove bad channels in a semi-automated way. By scripting, it can be a fully automated tool. N.B: Please ensure you have MATLAB parallel toolbox installed. Download artifact, Bad Channels Removal Velu Prabhakar Kumaravel 1
NeuracleEEGFileReader 1.1.1 Import Neuracle's EEG data and event files in BDF format Download import, Junying 401
Neuroelectrics 1.8 for opening .easy file extension Download import, shankar gupta 368
neuroimaging4d 1.00 Import Neuroimaging4d data files Download import C. Wienbruch 1026
NeuroLode_Export 1.4.2 Export data as Excel, Dat, txt, and .asc for sloreta. Common commands: reduce PCA by 1 and convert to and from countine and epoched data. Spectral analysis: Centriod, Kurtosis, Skewness, and spread. Modifed BSS UI Download export, erp, ica, time-freq, 235
NeurOne Import NeurOne data files Download import 1196
NEUROPRAXimport 1.00 Import EEG data recorded with the NEURO PRAX system by neuroConn Download import S. Wunder 654
neuroscanio 1.6 Import .CNT, .EEG Neuroscan binary files as well as Neuroscan epoch file (.DAT) and Neuroscan event files (.EV2). There are also functions to import Neuroscan ASCII (text) location files from the command line as well as a beta function to export continuous CNT files from the command line. Download import, export 18499
neurosky 4.8.5 Import Neurosky files Download import, Arnaud Delorme 172
NFT 2.2 Neuroelectromagnetic Forward head modeling Toolbox. Builds BEM/FEM head electrical current flow models from MR or template head images and computes source locations using the head models, either as equivalent model dipoles or as high-resolution cortical surface distribution estimates using SBL or SCS (Sparse-Compact-Smooth) Download source Zeynep Akalin Acar 697 Report error to
NihonKoden 1.12 Import Nihon Koden .m00 file. Now it supports data that has 'Trigger' in addition to EEG data (Thanks Elham Sherkat for sharing the test file.) Download import, Makoto Miyakoshi 1445
NIMA 0.22 A plug-in for using 3-D head plotting styles from the Measure-Projection Analysis (MPA) toolbox. Related: MPA Download study N. Bigdely 284
nsgportal 2.1 Plug-in interfacing EEGLAB with NSG. The plug-in allows users to directly submit, manage and retrieve jobs running on the U.S XSEDE network of high-performance computing resources from within an EEGLAB session. Download erp, ica, source, time-freq, study, nsg Ramon Martinez Cancino 289 Report error to
OEP Runica 1.0 Sample plug-in demonstrating the use of the nsgportal plug-in command-line tools for implementing NSG access in EEGLAB plug-ins. Download ica, nsg Ramon Martinez Cancino 0
PACT 0.50 Computes phase-amplitude coupling on continuous data. Assumed to be used for ECoG. Download time-freq, Makoto Miyakoshi 1684
Peakfit 1.0 Single trial EEG peak fitting Download erp P. Sajda 878
Period-Amplitude-Ana 2.1 Period Amplitude Analysis to detect slow waves in sleep recordings. Download time-freq, 168
PICARD 1.0 Preconditioned ICA for Real Data Download ica P. Ablin 897
postAmicaUtility 2.1 Calculates and displays AMICA model probability time courses to find model switches, and IC mutual information to find IC dependent subspaces. Related: AMICA Download ica 1322
PowPowCAT 3.01 See Download time-freq, cross-frequency coupling, comodulogram, comodugram, spectral covariance Makoto Miyakoshi 649
PrepPipeline 0.55.4 Contains tools for EEG standardized preprocessing Download preprocessing Kay Robbins 3817
ProcomInfinity 1.00 Import Procom Infinity data files Download import A. Delorme 904
pvaftopo 0.10 Plot topography of percent variance accounted for by single ICs in scalp channel EEG data (beta). Download erp,other M. Miyakoshi 744
REGICA 1.00 ICA regression based EOG removal Download artifact,preprocessing M. Klados 1240
RELAX 1.1.2 RELAX is a fully automated EEG cleaning method. RELAX takes continuous data as an input and cleans data using Multiple Wiener Filters and/or wavelet enhanced ICA. RELAX outputs continuous data that has been cleaned of all artifact types, with extreme outlying data periods removed. RELAX can also epoch data and apply regression or subtraction baseline corrections. Download artifact, ica, 155
remove_event_data 1.0 Remove continuous data intervals associated with specific events and their duration Download artifact G. Sampaio 358
reorder19Channels 0.11 Sort the 19 channels into the conventional order of the 10-20 channel system. Download preprocessing M. Miyakoshi 381
rERP 0.4 Estimate overlapping ERPs using multiple regression. Download erp,other M. Burns 953
REST 1.2 The EEGLAB plug-in version of REST is a tool for translating multichannel EEG or ERP data to a new dataset with reference at infinity. Download re-reference Li Dong 706
ReSync 1.0 ReSync is a toolbox for correcting ERP waveform that is distorted by single trial latency jitter. Due to the trial-to-trial jitter, the average ERP is a distorted representation of neural response. ReSync corrects the ERP by identifying and resynchronizing ERP sub-components separately. Download erp, jitter correction Guang Ouyang 169
SASICA 1.3.8 Guided Selection of ICA components for Artifact rejection Download artifact, ica, Max 3709
scd 1.0 Scalp current density plugin (Surface Laplacian). Use the ft_scalpcurrentdensity of Fieldtrip. Different methods are available including finite-difference method, spherical spline method, and Hjorth approximation. Download source, Arnaud Delorme 151
SEREEGA 1.5.0 Toolbox to simulate event-related EEG activity. Download erp, ica, source, time-freq, simulation Laurens Krol 436
sevenSegmentica 0.20 This is for infomax ICA demo. See the Youtube video from the link. Download ica, Makoto Miyakoshi 188
SIFT 1.53 Extensive plug-in for analysis and visualization of multivariate source-level connectivity using a large number of published approaches. Download source,time-freq T. Mullen 4546 Report error to
snapmaster 1.0 Import .SMA snapmaster files Download import A. Delorme 419
SPA 1.0 SPA is an EEG toolbox for removing EEG or ERP artifacts based on variance of components decomposed by PCA. The theoretical ground is that variance of PC components from raw EEG data form bimodal distribution, suggesting that artifacts can be removed based on simple thresholding of variance. Such algorithm enjoys high computational efficiency while largely preserving the neural components. Download artifact, PCA, single trials Guang Ouyang 94
spike2EEGLAB 1.2 spike2EEGLAB(): load CED Spike format dataset and return EEGLAB EEG structure. Import is possible with .mat files that can be exported from CED Spike software. Download import, Patrycja Dzianok 77
std_backproj 0.33 A plug-in for back-projecting cluster ICs in the STUDY to scalp channels Download ica, study M. Miyakoshi 360
std_clust2ch 1.14 Project STUDY IC clusters to channels. Download ica,study M. Miyakoshi 370
std_dipoleDensity 0.40 Plot STUDY ICA cluster dipole density (beta) Download ica,source,study M. Miyakoshi 907
std_dipplotWithDensity 0.11 Plot dipoles and dipoles density Download study M. Miyakoshi 208
std_envtopo 4.10 This is to perform envelope-topography analysis on the study level data. Download study, Makoto Miyakoshi 1303
std_ErpCalc 0.11 Calculates STUDY-level IC-cluster ERPs (a simplar solution) Download erp,study M. Miyakoshi 695
std_erpStudio 0.12 Calculates STUDY IC-cluster ERPs with statistics. Download erp,study M. Miyakoshi 505
std_infocluster 1.1 Statistics and contribution of ICs to clusters Download ica,study R Martinez-Cancino 654
TBT 2.6.2 This EEGLAB plugin allows for the automatic rejection and interpolation of channels on an epoch-by-epoch basis. Download artifact, Mattan S. Ben-Shachar 1052
TESA 1.1.1 TESA Download import, Maeve Duncan 676
Time Frequency Analy 20210118 This plug-in performs complex Morlet wavelet convolutions to extract power, phase, and other information from both EEGLAB and ERPLAB datasets. There are also other tools included in the package that help compute things such as power ERD/S and inter-phase locking. The tools included in this package are compatible with both EEGLAB and ERPLAB. Download Kevin E Alexander 0
trimOutlier 0.17 Trim outlier channels and datapoints interactively (beta) Download preprocessing M. Miyakoshi 1667
Viewprops 1.5.4 Channel and IC properties viewer compatible with ICLabel. Related: ICLabel Download ica 2883
VisEd 1.05 Add/Edit dataset events Download other,preprocessing J. Desjardins 1644 Report error to
WearableSensing 1.09 Import Wearable Sensing files Download import S. Pillen 1054
winPACT 0.23 Phase-amplitude coupling computed with sliding window Download time-freq M. Miyakoshi 497
xdfimport 1.18 Import files in XDF format saved by the LabRecorder Python program to record LSL streams. This plug-in only imports EEG and Marker streams. To import a multi-stream XDF file and sync the different data streams at the same sampling frequency for subsequent processing in EEGLAB, use the Mobilab extension. Download import 3921
zapline-plus 1.2.1 Zapline-plus (Klug and Kloosterman, 2022) is a wrapper for Zapline that automatically removes spectral peaks like line noise from your data while ensuring minimal negative impact, preserving both the non-noise spectrum and the data rank. It searches for noise frequencies, divides the data into spatially stable chunks, and adapts the cleaning strength automatically. A detailed plot is created. Download artifact, 359