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Practical Business Python -
https://pbpython.com
https://pbpython.com
Practical Business Python -
No 301 redirects are in place to redirect traffic to your preferred domain. Pages that load successfully both with and without www. are treated as duplicate content! Not all versions of your page point to the same URL.
| Attribute | Value |
| ⓘ viewport | width=device-width, initial-scale=1 |
| ⓘ author | Chris Moffitt |
ⓘ The results of our semantic analysis are shown below using the website's language.
They are the main concepts covered by pbpython.com.
Each concept has a confidence score. The higher it is, the more important the topic is relative to the page.
| Topics | |
Python (programming language) Confidence: 77% 
|
✅ pbpython.com website speed is fast. Page speed is important for visitors and search engines.
Get insights to improve your page loading time.
This domain loads at the median speed of 1.9 seconds.
pbpython.com is faster than approximately 51 percent of the web. Your website page speed needs to be as fast as you can make it, without compromising the customer experience.
A good goal to achieve is a loading time of 2 seconds on desktop and mobile devices.
ⓘ This website is ranked #189.048 by Alexa.
This rank is traffic based. The lower the rank is, the better the domain is ranked.
| Country | Rank |
 United States of America |
#111.456 |
 India |
#66.029 |
 Canada |
#55.084 |
Mobile Rendering
This website seems to be optimized for Mobile Visitors.
Phone
Tablet
A good text to HTML ratio is anywhere from 25 to 70%.
This percentage refers to the visible text ratio, as opposed to HTML elements, image tags and other non-visible information.
Great, we found headings on this page.
| Top level heading |
| Practical business python |
| Cleaning up currency data withpandas |
| Binning data with pandas qcut andcut |
| Happy birthday practical businesspython! |
| Combine multiple excel worksheets ınto a single pandasdataframe |
| Automated report generation with papermill: part2 |
| 4th level heading |
| Social |
| Popular |
| Feeds |
| Disclosure |
We found 1 images on this website.
Great,
0
ALT attributes are missing on your image tags.
| Anchor | Type | URL |
| twitter thread | text | https://twitter.com/tedpetrou/status/1187769954894057474 |
| Github | text | https://github.com/chris1610/pbpython |
| text | https://twitter.com/chris1610 | |
| text | http://www.linkedin.com/in/cmoffitt | |
 |
image | https://www.python.org/psf-landing/ |
| Pelican | text | http://getpelican.com/ |
| VoidyBootstrap | text | http://www.voidynullness.net/page/voidy-bootstrap-pelican-theme/ |
| RKI | text | http://www.robertiwancz.com/ |
| ⓘ Domain Registrar | ORACLE AMERICA, INC. |
| ⓘ Registration Date | 09/16/2014 9 years, 7 months, 6 days ago |
| ⓘ Last Modified | 09/09/2019 4 years, 7 months, 13 days ago |
| ⓘ Expiration Date | 09/16/2020 Expired |
| Host | IP Address | Country |
| ns-106.awsdns-13.com | 205.251.192.106 | United States |
| ns-1314.awsdns-36.org | 205.251.197.34 | United States |
| ns-1749.awsdns-26.co.uk | 205.251.198.213 | United States |
| ns-896.awsdns-48.net | 205.251.195.128 | United States |
Others (48.8%)
France
SOCIAL MEDIA PRESENCE
It's a good start.
You should focus on obtaining more social shares to improve your overall SEO strategy. Check out these tips to build a better social media presence.