From 83fd2feb53021391752dfc4d11b135d212054cc5 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Federico=20Garc=C3=ADa?=
 <39309065+garciafederico@users.noreply.github.com>
Date: Tue, 8 Aug 2023 09:04:28 -0300
Subject: [PATCH] Update README.md

---
 README.md | 19 +++++++------------
 1 file changed, 7 insertions(+), 12 deletions(-)

diff --git a/README.md b/README.md
index 3c91c8b..6180b72 100644
--- a/README.md
+++ b/README.md
@@ -1,21 +1,23 @@
-## pyXspecCorner by Federico Garcia
+## py(tk)XspecCorner by Federico Garcia
 
 A Python tool to make interactive [Corner Plots](https://corner.readthedocs.io/) based on XSPEC MCMC chains saved to FITS files.
 
-![screenshot](screenshot.png)
+![screenshot tkXspecCorner.py](screenshot_tk.png)
 
 and/or
 
-![screenshot](screenshot_tk.png)
+![screenshot pyXspecCorner.py](screenshot.png)
 
 ### Description:
 
-The program will open two matplotlib windows, one with a corner plot and another one with a list of CheckButtons and TextBoxes to interactively select the parameters to be plotted in the corner plot, and edit the individual titles/labels shown in the plot.
+The program will open two `matplotlib` windows, one with a corner plot and another one with a list of `CheckButtons` and `TextBoxes` to interactively select the parameters to be plotted in the corner plot, and edit the individual titles/labels shown.
 
-The three last CheckButtons in the list allows to turn on and off the smoothed 2D `contours` in the [Corner Plot](https://corner.readthedocs.io/), and to play with `Titles` and `XYlabels` in the plot.
+The three last `CheckButtons` in the list allow to turn on and off the smoothed 2D `contours` in the [Corner Plot](https://corner.readthedocs.io/), and to play with `Titles` and `XYlabels` in the plot.
 
 The program also displays a summary with the main statistics of the available parameters in the chain file using the samples selected by the user.
 
+In the `tkinter` version, a `tk` window is opened with `buttons` and `textboxes` for every parameter, a `matplotlib` plot embedded, and a button to Update the plot when needed.
+
 ### Usage:
 
 **Basic:** The user must provide the `path/name` to the MCMC XSPEC chain FITS file.
@@ -40,10 +42,3 @@ to get a faster version based on `tkinter`.
    python pyXspecCorner.py -h
 ```
 
-### Description:
-
-The program will open two matplotlib windows, one with a corner plot and another one with a list of CheckButtons to interactively select the parameters to be plotted in the corner plot, and edit the individual titles/labels shown in the plot.
-
-The three last CheckButtons in the list allows to turn on and off the smoothed 2D contours in the [Corner Plot](https://corner.readthedocs.io/), and to play with Titles and XYlabels in the plot.
-
-In the `tkinter` version, a `tk` window is opened with buttons and textboxes for every parameter, a `matplotlib` plot embedded, and a button to Update the plot when needed.