update

update

README.md

@@ -30,31 +30,25 @@ You can check `skore`'s latest version on
 
 ## 🚀 Quick start
 
-Initialize a `skore` Project called `project.skore` in your current working directory from your shell:
+1. From your shell, initialize a `skore` Project called `project.skore` that will be in your current working directory:
 ```bash
 python -m skore create 'project.skore'
 ```
-
-Run the following in your Python code (in the same working directory) to load the project:
+2. Then, from your Python code (in the same directory), load the project and store an integer for example:
 ```python
 from skore import load
 project = load("project.skore")
-```
-
-Store an item such as an integer:
-```python
 project.put("my int", 3)
 ```
-
-Then, in the directory containing your project, run the following command in your shell to start the UI locally:
+3. Finally, from your shell (in the same directory), start the UI locally:
 ```bash
 python -m skore launch project.skore
 ```
 This will automatically open a browser at the UI's location:
 1. Create a new `View`.
-2. Then, you can add items into this view, by double-cliking on them or doing drag-and-drop. You can visualize the stored items in the `Elements` tab on the left.
+2. Then, you can add items into this view, by double-cliking on them or doing drag-and-drop. You can visualize the available stored items in the `Elements` tab on the left.
 
-💡 Note that after launching the dashboard, you can keep modifying current items or store new ones, and the dashboard will automatically be refreshed.
+💡 Note that after launching the dashboard, you can keep modifying current items or store new ones from your python code, and the dashboard will automatically be refreshed.
 
 Store a `pandas` dataframe:
 ```python

examples/00_getting_started.ipynb

@@ -47,13 +47,13 @@
    "source": [
     "## Initialize a Project and launch the UI\n",
     "\n",
-    "Initialize a `skore` Project called `project.skore` from your shell in your current working directory:\n",
+    "From your shell, initialize a `skore` Project called `project.skore` that will be in your current working directory:\n",
     "```bash\n",
     "$ python -m skore create 'project.skore'\n",
     "```\n",
     "This will create a skore project directory named `project.skore` in the current directory.\n",
     "\n",
-    "Then, you can run the UI (in your project root i.e. where `project.skore` is) from your shell:\n",
+    "Then, from your Python code (in the same directory), load the project and store an integer for example:\n",
     "```bash\n",
     "$ python -m skore launch project.skore\n",
     "```\n",

examples/00_getting_started.py

@@ -39,13 +39,13 @@
 # %% [markdown]
 # ## Initialize a Project and launch the UI
 #
-# Initialize a `skore` Project called `project.skore` from your shell in your current working directory:
+# From your shell, initialize a `skore` Project called `project.skore` that will be in your current working directory:
 # ```bash
 # $ python -m skore create 'project.skore'
 # ```
 # This will create a skore project directory named `project.skore` in the current directory.
 #
-# Then, you can run the UI (in your project root i.e. where `project.skore` is) from your shell:
+# Then, from your Python code (in the same directory), load the project and store an integer for example:
 # ```bash
 # $ python -m skore launch project.skore
 # ```