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 # GLabViz
-GUI Python apps written in python and qt for quick analysis of custom data. It also includes the ability to convert data to *H5* if need to be analysed in other software such as MATLAB.
+Graphical User Interface (GUI) Python apps written in python using qt and [pyqtgrpah](http://www.pyqtgraph.org/) for quick analysis of scientific data. It also includes the ability to convert data to *H5* if needed.
 
 _**Python is not required to use GLabViz**_ (see **How to use?**)
 
-[_**DOWNLOAD HERE**_](https://github.com/SarthakJariwala/Python_GUI_apps/releases)
+[**DOWNLOAD HERE**](https://github.com/SarthakJariwala/Python_GUI_apps/releases)
 
 The primary users for this Python package application are Ginger Lab members at the University of Washington, Seattle but is licensed under MIT License and open for everyone to use.
 
 ## Includes
-* Fluorescence Lifetime Analysis
+
+* **Fluorescence Lifetime Analysis**
     * Analyze lifetime
     * Fit data with or without IRF
     * Fit with stretched, single, or double exponential functions by diff_ev or fmin_tnc
     * Calculate surface recombination velocity
     * Export graph and fit results
-* Spectra Analysis
+
+* **Spectra Analysis**
     * Analyze single spectrum
         * Fit with or without background and white light
         * Fit with single Lorentzian, single Gaussian, double Gaussian, triple Gaussian models
@@ -26,27 +28,33 @@ The primary users for this Python package application are Ginger Lab members at
         * Plot fitted scan by pk_pos, fwhm, sigma, or height
         * Export fitted scan
     * .pkl to .txt, .pkl to .h5 converters
-* Fluorescence Lifetime Imaging Microscopy (FLIM) Data Analysis
+
+* **Fluorescence Lifetime Imaging Microscopy (FLIM) Data Analysis**
     * Load lifetime scans in .h5 or .pkl files
     * Plot histogram intensity sums and analyze PSF
     * Export intensities array and intensities image
     * Plot raw histogram data and analyze lifetime
     * Compare lifetime in two different regions
-* Photluminescence Quantum Efficiency (PLQE) Analysis
+
+* **Photluminescence Quantum Efficiency (PLQE) Analysis**
     * Plot PLQE data
     * Calculate PLQE
-* UV-Vis Data Analysis
+    
+* **UV-Vis Data Analysis**
     * Plot UV-Vis data
     * Correct UV-Vis data for scattering
     * Plot Tauc data
     * Calculate bandgap
     * Export UV-Vis and Tauc plots
-* General *H5* View and Plot
+
+* **General *H5* View and Plot**
     * Load .h5 file to view file structure
     * Plot datasets as a graph or an image
-* *H5* and *PKL* File Viewer
+    
+* **H5 and PKL File Viewer**
     * Load .h5 or .pkl file to view file structure
-* Image Analysis
+    
+* **Image Analysis**
     * Load image on SPOT or Pixera settings, or specify pixel size
     * Handle RGB and greyscale images 
     * Select magnification
@@ -72,7 +80,7 @@ The primary users for this Python package application are Ginger Lab members at
 ![Image Analysis](https://github.com/SarthakJariwala/Python_GUI_apps/blob/master/Screenshots/GLabViz_Image_analysis_1.png)
 
 ## How to use?
-### Standalone App - without Python or any dependencies (_only for Windows users_)
+### Standalone App - without Python or any dependencies (_only for Windows users, comming soon for Mac users_)
 * Under the [releases](https://github.com/SarthakJariwala/Python_GUI_apps/releases) page, download the latest release of the _**DataBrowser**_ zip file
 * Extract the zip file and run _**DataBrowser.exe**_
 ### With Python and its dependencies
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