starters: port Academic theme to Tailwind

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---
title: 📈 Communicate your results effectively with the best data visualizations
summary: Use popular tools such as Plotly, Mermaid, and data frames.
date: 2023-10-26
tags:
- Hugo
- Wowchemy
- Markdown
image:
caption: 'Image credit: [**Unsplash**](https://unsplash.com)'
---
Wowchemy is designed to give technical content creators a seamless experience. You can focus on the content and Wowchemy handles the rest.
Use popular tools such as Plotly, Mermaid, and data frames.
## Charts
Wowchemy supports the popular [Plotly](https://plot.ly/) format for interactive data visualizations. With Plotly, you can design almost any kind of visualization you can imagine!
Save your Plotly JSON in your page folder, for example `line-chart.json`, and then add the `{{</* chart data="line-chart" */>}}` shortcode where you would like the chart to appear.
Demo:
{{< chart data="line-chart" >}}
You might also find the [Plotly JSON Editor](http://plotly-json-editor.getforge.io/) useful.
## Diagrams
Wowchemy supports the _Mermaid_ Markdown extension for diagrams.
An example **flowchart**:
```mermaid
graph TD
A[Hard] -->|Text| B(Round)
B --> C{Decision}
C -->|One| D[Result 1]
C -->|Two| E[Result 2]
```
renders as
```mermaid
graph TD
A[Hard] -->|Text| B(Round)
B --> C{Decision}
C -->|One| D[Result 1]
C -->|Two| E[Result 2]
```
An example **sequence diagram**:
```mermaid
sequenceDiagram
Alice->>John: Hello John, how are you?
loop Healthcheck
John->>John: Fight against hypochondria
end
Note right of John: Rational thoughts!
John-->>Alice: Great!
John->>Bob: How about you?
Bob-->>John: Jolly good!
```
renders as
```mermaid
sequenceDiagram
Alice->>John: Hello John, how are you?
loop Healthcheck
John->>John: Fight against hypochondria
end
Note right of John: Rational thoughts!
John-->>Alice: Great!
John->>Bob: How about you?
Bob-->>John: Jolly good!
```
An example **class diagram**:
```mermaid
classDiagram
Class01 <|-- AveryLongClass : Cool
Class03 *-- Class04
Class05 o-- Class06
Class07 .. Class08
Class09 --> C2 : Where am i?
Class09 --* C3
Class09 --|> Class07
Class07 : equals()
Class07 : Object[] elementData
Class01 : size()
Class01 : int chimp
Class01 : int gorilla
Class08 <--> C2: Cool label
```
renders as
```mermaid
classDiagram
Class01 <|-- AveryLongClass : Cool
Class03 *-- Class04
Class05 o-- Class06
Class07 .. Class08
Class09 --> C2 : Where am i?
Class09 --* C3
Class09 --|> Class07
Class07 : equals()
Class07 : Object[] elementData
Class01 : size()
Class01 : int chimp
Class01 : int gorilla
Class08 <--> C2: Cool label
```
An example **state diagram**:
```mermaid
stateDiagram
[*] --> Still
Still --> [*]
Still --> Moving
Moving --> Still
Moving --> Crash
Crash --> [*]
```
renders as
```mermaid
stateDiagram
[*] --> Still
Still --> [*]
Still --> Moving
Moving --> Still
Moving --> Crash
Crash --> [*]
```
## Data Frames
Save your spreadsheet as a CSV file in your page's folder and then render it by adding the _Table_ shortcode to your page:
```go
{{</* table path="results.csv" header="true" caption="Table 1: My results" */>}}
```
renders as
{{< table path="results.csv" header="true" caption="Table 1: My results" >}}
## Did you find this page helpful? Consider sharing it 🙌

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{
"data": [
{
"uid": "babced",
"fill": "tonexty",
"mode": "none",
"name": "Col2",
"type": "scatter",
"x": [
"2000-01-01",
"2001-01-01",
"2002-01-01",
"2003-01-01",
"2004-01-01",
"2005-01-01",
"2006-01-01",
"2007-01-01",
"2008-01-01",
"2009-01-01",
"2010-01-01",
"2011-01-01",
"2012-01-01",
"2013-01-01",
"2014-01-01",
"2015-01-01",
"2016-01-01"
],
"y": [
"17087182",
"29354370",
"38760373",
"40912332",
"51611646",
"64780617",
"85507314",
"121892559",
"172338726",
"238027855",
"206956723",
"346004403",
"697089489",
"672985183",
"968882453",
"863105652",
"1068513050"
],
"fillcolor": "rgb(224, 102, 102)"
}
],
"layout": {
"title": "Total Number of Websites",
"width": 800,
"xaxis": {
"type": "date",
"range": [946702800000, 1451624400000],
"title": "Source: <a href=\"http://www.scribblrs.com/\">Scribblrs</a><br>Source: <a href=\"http://www.internetlivestats.com/total-number-of-websites/\">Internet Live Stats</a>",
"showgrid": false,
"autorange": true,
"tickformat": "%Y"
},
"yaxis": {
"type": "linear",
"range": [0, 1124750578.9473684],
"title": "",
"autorange": true
},
"height": 500,
"autosize": false
},
"frames": []
}

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customer_id, score
1,0
2,0.5
3,1
1 customer_id score
2 1 0
3 2 0.5
4 3 1