#adviz — Public Fediverse posts

Visualizing the distribution of continuous variables

- Histograms show the count of observations per interval
Number of pages with a body text word count between 0 & 49, between 50 & 99, etc.

As a side effect, you get to see the shape of the distribution (normal, exponential, etc.), and where the observations are concentrated.

- ECDF shows the cumulative distribution of observations

#DataVisualization #plotly #adviz #Python

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Day 82 of #100DaysOfCode

Released an update to the ecdf function

🔵 Add fuller docstring and parameter explanations
🔵 Choose a better marker (open circle) to cater for overlaps with larger datasets
🔵 Fix hover label formatting and text
🔵 Remove sparklines from histogram and clearer Y axis title

https://bit.ly/3VieUmQ

#SEO #SEM #DataScience #DataVisualization #advertools #adviz #Python

Day 80 of #100DaysOfCode
🟦🟦🟦🟦🟦🟦🟦🟦⬜⬜ 80%

New charts to visualize distributions (ecdf)

🔵 Histogram with an ecdf to show distribution and the cumulative distribution
🔵 Observations are hoverable
🔵 Get insights on each observation and where it fits in the sample (how many are less, greater, etc)
🔵 Split by URL segment or keyword category with one simple option

https://bit.ly/3VieUmQ

pip install --upgrade adviz

#SEO #SEM #DataScience #DataVisualization #Python #Plotly #adviz #advertools

Day 22 of #100DaysOfCode

Updated and migrated the Google SERP Dashboard + heatmap:

🔵 Hover to show ranking domains for each position
🔵 Use Dash Ag Grid for displaying and filtering raw data on the page (you can export of course)
🔵 Use all available parameters of the Google search API

https://bit.ly/3UgVAHC

#DataScience #SEO #SERP #Google #advertools #Python #adviz #plotly #aggrid #frontend #webdev

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SERP Heatmap

Would it improve the heatmap if horizontal lines were added to show the average position for each domain?

Is red better or a more neutral gray color better?

How else can this be improved?

#DataVisualization #SEO #advertools #adviz #Python #Plotly #SERP

Google Search Console Animated Monthly Clicks Chart

Download it here: https://bit.ly/41BUc2X
Code & sample data: http://bit.ly/4050W8h

Coming soon...

#DataScience #DataVisualization #Python #advertools #adviz #SEO #SEM #DigitalMarketing #DigitalAnalytics

The split of topics that The New York Times covered in 2022.

Interactive HTML chart & code:
https://bit.ly/3zSxbNh

You can check other years and see how/if their publishing has changed.

I removed the dates from URLs in this case (YYYY/MM/DD) to get a better overview. Note that you can include links* in the chart:
Links*: more than one
Links*: using a URL shortener like bit[.]ly
Links*: containing UTM codes

#DataScience #DataVisualization #Python #treemap #advertools #adviz #SEO