### Install Chart Studio

Source: https://github.com/plotly/graphing-library-docs/blob/master/_posts/python/chart-studio/getting-started-with-chart-studio.ipynb

Command to install the Chart Studio Python package using pip.

```bash
$ pip install chart_studio
```

```bash
$ sudo pip install chart_studio
```

--------------------------------

### Installation

Source: https://github.com/plotly/graphing-library-docs/blob/master/_posts/python/chart-studio/2019-07-03-getting-started-with-chart-studio.html

Install the Chart Studio Python package using pip.

```bash
$ pip install chart_studio
or
$ sudo pip install chart_studio

$ pip install plotly --upgrade
```

--------------------------------

### Install Chart Studio

Source: https://github.com/plotly/graphing-library-docs/blob/master/_posts/python/chart-studio/getting-started-with-chart-studio.md

Install the Chart Studio Python package using pip.

```bash
$ pip install chart_studio
or
$ sudo pip install chart_studio
```

--------------------------------

### Install virtualenv globally

Source: https://github.com/plotly/graphing-library-docs/blob/master/_posts/python/chart-studio/getting-started-with-chart-studio.md

Command to install virtualenv globally.

```bash
$ sudo pip install virtualenv
```

--------------------------------

### Chart Studio Initialization

Source: https://github.com/plotly/graphing-library-docs/blob/master/_posts/python/chart-studio/2019-07-03-getting-started-with-chart-studio.html

Example of initializing Chart Studio for plotting, including data, layout, and configuration.

```python
import chart_studio.plotly as py
import plotly.graph_objs as go

# For offline plotting
from chart_studio.tools import set_credentials_file
set_credentials_file(username='YourUsername', api_key='YourAPIKey')

data = [
    go.Bar(x=[1, 2, 3], y=[1, 4, 9])
]

layout = go.Layout(title='My First Chart Studio Plot')

fig = go.Figure(data=data, layout=layout)

py.plot(fig, filename='basic-bar', auto_open=True)
```

--------------------------------

### Pie Chart

Source: https://github.com/plotly/graphing-library-docs/blob/master/_posts/python/chart-studio/2019-07-03-getting-started-with-chart-studio.html

Example of creating a pie chart using Chart Studio.

```python
import chart_studio.plotly as py
import plotly.graph_objs as go

labels = ['A', 'B', 'C', 'D']
values = [10, 15, 7, 10]

trace = go.Pie(labels=labels, values=values)
data = [trace]

# For offline plotting, you can use the following line:
# py.iplot(data, filename='basic-pie')

# Or, for a specific file:
# py.plot(data, filename='basic-pie')
```

--------------------------------

### Heatmap

Source: https://github.com/plotly/graphing-library-docs/blob/master/_posts/python/chart-studio/2019-07-03-getting-started-with-chart-studio.html

Example of creating a heatmap using Chart Studio.

```python
import chart_studio.plotly as py
import plotly.graph_objs as go
import numpy as np

z = np.random.rand(10, 10)

trace = go.Heatmap(z=z)
data = [trace]

# For offline plotting, you can use the following line:
# py.iplot(data, filename='basic-heatmap')

# Or, for a specific file:
# py.plot(data, filename='basic-heatmap')
```

--------------------------------

### Package Installation Example

Source: https://github.com/plotly/graphing-library-docs/blob/master/_posts/python/chart-studio/ipython-notebook-tutorial.ipynb

Example of installing a package using pip within a Jupyter Notebook cell, prefixed with '!'.

```python
!pip install packagename
```

--------------------------------

### Tutorial Example

Source: https://github.com/plotly/graphing-library-docs/blob/master/_includes/posts/documentation_eg.html

This snippet iterates through 'languagelist' for pages categorized as 'tutorial' and displays them as a list with links. It's conditionally rendered based on 'tutorial'.

```liquid
{% if tutorial %}

[Tutorial](#tutorial)

{% assign counter=0 %} {%- for page in languagelist -%} {% if page.display_as == "tutorial" %}*   [
    
    {{page.name}}
    
    ]({% if page.permalink contains 'http' %}{{page.permalink}}{% else %}/{{page.permalink}}{% endif %})
{% assign counter=counter | plus:1 %} {% endif %} {%- endfor -%}

{% endif %}
```

--------------------------------

### Install Plotly

Source: https://github.com/plotly/graphing-library-docs/blob/master/_includes/posts/python-getting-started.html

Install the Plotly Python package using pip.

```bash
$ pip install plotly

```

```bash
$ sudo pip install plotly

```

--------------------------------

### Connecting to Databases Example

Source: https://github.com/plotly/graphing-library-docs/blob/master/_includes/posts/documentation_eg.html

This snippet iterates through 'languagelist' for pages categorized as 'databases' and displays them as a list with links. It's conditionally rendered based on 'databases'.

```liquid
{% if databases %}

[Connecting to Databases](#databases)

{% assign counter=0 %} {%- for page in languagelist -%} {% if page.display_as == "databases" %}*   [
    
    {{page.name}}
    
    ]({% if page.permalink contains 'http' %}{{page.permalink}}{% else %}/{{page.permalink}}{% endif %})
{% assign counter=counter | plus:1 %} {% endif %} {%- endfor -%}

{% endif %}
```

--------------------------------

### Install Jupyter into a virtualenv

Source: https://github.com/plotly/graphing-library-docs/blob/master/_posts/python/chart-studio/getting-started-with-chart-studio.md

Command to install Jupyter notebook within an activated virtualenv.

```bash
$ source ~/.virtualenvs/plotly3.3/bin/activate
(plotly3.3) $ pip install notebook
```

--------------------------------

### Layout Options Example

Source: https://github.com/plotly/graphing-library-docs/blob/master/_includes/posts/documentation_eg.html

This snippet demonstrates how to iterate through a 'languagelist' and display pages categorized as 'layout_opt'. It includes logic to limit the number of items displayed and to link to the respective pages.

```liquid
{% assign counter=0 %} {%- for page in languagelist -%} {% if page.display_as == "layout_opt" %} {% if counter == 6 %}

{% endif %}*   [{{page.name}}](/{{page.permalink}})
{% assign counter=counter | plus:1 %} {% endif %} {%- endfor -%}

{% endif %}
```

--------------------------------

### One-time Project Setup

Source: https://github.com/plotly/graphing-library-docs/blob/master/AGENTS.md

Run this command once to install all necessary dependencies for Ruby and Python. It includes gem, bundle, pip, and npm installations.

```sh
make setup
```

--------------------------------

### Install plotly locally to virtualenv

Source: https://github.com/plotly/graphing-library-docs/blob/master/_posts/python/chart-studio/getting-started-with-chart-studio.md

Command to install a specific version of plotly within an activated virtualenv.

```bash
(plotly2.7) $ pip install plotly==2.7
```

--------------------------------

### Example configuration: All directories

Source: https://github.com/plotly/graphing-library-docs/blob/master/README.md

A Jekyll configuration example to include all directories.

```yaml
# ---
# Excludes no directory
# ---
staticurl: http://localhost:4000/all_static
exclude: []
```

--------------------------------

### Union Operation

Source: https://github.com/plotly/graphing-library-docs/blob/master/_posts/python/chart-studio/2019-07-03-getting-started-with-chart-studio.html

Example of a union operation in Chart Studio.

```javascript
var i={union:function(t,e){return n(t,[0,2,1,0,2,2,0,0,1,0,1,0,0,0,0,0],e)},intersect:function(t,e){return n(t,[0,0,0,0,0,2,0,2,0,0,1,1,0,2,1,0],e)},difference:function(t,e){return n(t,[0,0,0,0,2,0,2,0,1,1,0,0,0,1,2,0],e)},differenceRev:function(t,e){return n(t,[0,2,1,0,0,0,1,1,0,2,0,2,0,0,0,0],e)},xor:function(t,e){return n(t,[0,2,1,0,2,0,0,1,1,0,0,2,0,1,2,0],e)}}
```

--------------------------------

### Start the Jupyter kernel from a virtualenv

Source: https://github.com/plotly/graphing-library-docs/blob/master/_posts/python/chart-studio/getting-started-with-chart-studio.md

Command to start the Jupyter notebook server from an activated virtualenv.

```bash
(plotly3.3) $ jupyter notebook
```

--------------------------------

### Contour Plot

Source: https://github.com/plotly/graphing-library-docs/blob/master/_posts/python/chart-studio/2019-07-03-getting-started-with-chart-studio.html

Example of creating a contour plot using Chart Studio.

```python
import chart_studio.plotly as py
import plotly.graph_objs as go
import numpy as np

x = np.linspace(-5, 5, 50)
y = np.linspace(-5, 5, 50)
X, Y = np.meshgrid(x, y)
Z = np.sin(np.sqrt(X**2 + Y**2))

trace = go.Contour(x=x, y=y, z=Z)
data = [trace]

# For offline plotting, you can use the following line:
# py.iplot(data, filename='basic-contour')

# Or, for a specific file:
# py.plot(data, filename='basic-contour')
```

--------------------------------

### Setup Offscreen Depth Renderbuffer

Source: https://github.com/plotly/graphing-library-docs/blob/master/_posts/python/chart-studio/2019-07-03-getting-started-with-chart-studio.html

Configures the offscreen depth renderbuffer for rendering.

```javascript
zr.prototype.setupOffscreenDepthRenderbuffer=function(){
var t=this.context;
this.depthRbo||(this.depthRbo=t.createRenderbuffer(t.gl.DEPTH_COMPONENT16,this.width,this.height))
}
```

--------------------------------

### Layout Options (Repeated) Example

Source: https://github.com/plotly/graphing-library-docs/blob/master/_includes/posts/documentation_eg.html

This snippet is similar to the first 'Layout Options' example, iterating through 'languagelist' for 'layout_opt' pages and displaying them as links. It's conditionally rendered based on 'layout_options'.

```liquid
{% if layout_options %}

[Layout Options](#layout-options)

{% assign counter=0 %} {%- for page in languagelist -%} {% if page.display_as == "layout_opt" %}*   [
    
    {{page.name}}
    
    ]({% if page.permalink contains 'http' %}{{page.permalink}}{% else %}/{{page.permalink}}{% endif %})
{% assign counter=counter | plus:1 %} {% endif %} {%- endfor -%}

{% endif %}
```

--------------------------------

### 3D Scatter Plot

Source: https://github.com/plotly/graphing-library-docs/blob/master/_posts/python/chart-studio/2019-07-03-getting-started-with-chart-studio.html

Example of creating a 3D scatter plot using Chart Studio.

```python
import chart_studio.plotly as py
import plotly.graph_objs as go

x = [1, 2, 3, 4, 5]
y = [10, 11, 12, 13, 14]
z = [5, 4, 3, 2, 1]

trace = go.Scatter3d(x=x, y=y, z=z, mode='markers')
data = [trace]

# For offline plotting, you can use the following line:
# py.iplot(data, filename='basic-3d-scatter')

# Or, for a specific file:
# py.plot(data, filename='basic-3d-scatter')
```

--------------------------------

### Quick Reference Command

Source: https://github.com/plotly/graphing-library-docs/blob/master/_posts/python/chart-studio/2019-07-03-ipython-notebook-tutorial.html

Demonstrates the use of the 'quickref' command in a Jupyter Notebook.

```python
quickref
```

--------------------------------

### Plotting online with py.plot()

Source: https://github.com/plotly/graphing-library-docs/blob/master/_posts/python/chart-studio/getting-started-with-chart-studio.md

Example of creating a basic line plot and saving it online using py.plot().

```python
import chart_studio.plotly as py
import plotly.graph_objects as go

trace0 = go.Scatter(
    x=[1, 2, 3, 4],
    y=[10, 15, 13, 17]
)
trace1 = go.Scatter(
    x=[1, 2, 3, 4],
    y=[16, 5, 11, 9]
)
data = [trace0, trace1]

py.plot(data, filename = 'basic-line', auto_open=True)
```

--------------------------------

### Style Options Example

Source: https://github.com/plotly/graphing-library-docs/blob/master/_includes/posts/documentation_eg.html

This snippet iterates through 'languagelist' for pages categorized as 'style_opt', displaying them as a list with links. It includes a conditional check for 'style_options' to control rendering.

```liquid
{% if style_options %}

[Style Options](#style-options)

{% assign counter=0 %} {%- for page in languagelist -%} {% if page.display_as == "style_opt" %}*   [
    
    {{page.name}}
    
    ]({% if page.permalink contains 'http' %}{{page.permalink}}{% else %}/{{page.permalink}}{% endif %})
{% assign counter=counter | plus:1 %} {% endif %} {%- endfor -%}

{% endif %}
```