How to Generate an Analytics Report (pdf) in Python!
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- เผยแพร่เมื่อ 1 ส.ค. 2024
- The first 1000 people to use the link will get a free trial of Skillshare Premium Membership: skl.sh/keithgalli10201
In this video we see how we can take visualizations that we plot in python libraries like Matplotlib & Plotly and package them into a nice looking analytics report using the fpdf library.
Source code: github.com/keithgalli/generat...
Data: github.com/CSSEGISandData/COV...
PyFPDF Docs: pyfpdf.readthedocs.io/en/latest/
Helpful blog post mentioned: towardsdatascience.com/covid-...
Thank you to Skillshare for sponsoring this video!
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Video Timeline!
0:00 - What we will be doing in this video
1:30 - Check out Skillshare! (sponsored)
3:00 - Source code & Setup
6:37 - Python FPDF library basics
9:42 - Choosing our paper format (A4, Letter, etc)
11:54 - Adding and resizing images in our PDF!
18:52 - Helper method (which states & countries can we plot?)
21:48 - Continuing to build out our report (exploring source code)
27:17 - Adding additional pages to the report
29:09 - Adding a title to our report
32:37 - Adding a professional letterhead to report
35:00 - Plotting geographic maps with covid-19 data (plotly)
40:02 - Using datetime library to automatically grab & format yesterday’s date
43:46 - Finalizing our report
46:41 - Where are the colors set?
48:11 - Final thoughts
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Hope you all enjoyed this video! If you have any questions, let me know here in the comments :)
Also for a bunch of great classes be sure to check out Skillshare! The first 1000 people to use the link will get a free trial of Skillshare Premium Membership: skl.sh/keithgalli10201
Thanks a lot for this great tutorial. A bonus would have to add a crosstable data for example.
th-cam.com/video/PZgQkJSAP2g/w-d-xo.html
I am stuck in the imaginary number can you solve it?
I was hoping to find a way to access BeautifulSoup results in html
It's super helpful. I have a question - I'm generating a report having header, footer and in body - a table with bar graph. The problem is table continues to 2nd page and overwrite with the header(starts from top ). Please help me with this. You can answer this question on Stack overflow website :- stackoverflow.com/questions/65987187/page-continuation-below-header-in-fpdf
Thanks in advance
Please make more videos with fpdf lib
This is great! Thanks for all the hard work and effort you put into these tutorials. It really comes through how thoughtful everything is on video. Loved it!
Dude, you read my mind with this video... it’s scary how much I needed this.
Just letting you know that you are a champion and I have so much respect and love for you. I am following your post and immensely enjoying them. Keep the great work up.
I have so many projects lined up but keep getting caught up with your projects. Keep up the great work!
I like the way you look for information and handle issues during your video. Excellent job.!!!
Dude thank you!! I'd been searching for a way to generate slick report with python for some time and this has everything I need. Your video also explains the process and features far better than articles I have found.
Thanks Keith! I was able to implement this into my own work this week. Good stuff keep it coming!
Really grateful for ALL the content that you are putting up in this field. You have no idea how much these videos are helping me. THANKS A LOT!
you're very welcome!!
Thank you TH-cam algorithm for putting this on my home page when I was getting ready to do intense searching on reporting!
Also quick suggestion: instead of having to download the libraries each time maybe you can export a virtual environment to YAML file so people will automatically have the environment and all of the dependencies
Damn finally someone came up with us, I was wondering in these times how did non-technical people understand the visualizations looking at code and also that's also not much appealing showcasing to this kind of people in a presentation meeting.
I've been looking for this video a long time, thanks for that, best content ever!
Thank you for your work. It's super helpful. Hope to see more of this
Amazing....thanks. Jumping right to my first pdf plots from tomorrow..greatstuff !
Wtf i didnt know that was possible. This channel is beyond awesome!
You come up with the most interesting tutorials Keith.
Keith, thanks for making these videos. They have really helped me!
Keith - thanks for this video. It just arrived exactly when I needed it! Big thanks!
Amazing that you Start to show us some of cloud service!! Thats its a must on this days!!! Thanks a lot
Very very useful, I just get a job in Data Science and I'm sure this kind of report will be very handy :) Thanks Keith
Dude, you're the best! Thanks for sharing your knowledge!
I watched this today last year and was only starting to learn Python for Data Science. Now I am using it for paid work. TY!
Booom! 🤯🤯🤯🤯
Thank you very much Keith!!
I have a lot of things to learn and practice, you are amazing. 🙌🙌🙌🙌🙌🙌
You are awesome! I love you are going through each part of the script
Thank you for this overview! I am especially impressed by the map plotting functionality, will definitely look into that.
As someone coming from web dev, thought I'd suggest that it might be easier to, instead of trying to wrangle the PDF layout in the code, generate the report in HTML with the help of a utility CSS library such as Tailwind and then running a separate step to convert that into PDF. That would make it easier to generate a standard layout, and as a bonus would also give you the option to make the HTML version available.
Keith Galli.
You are the best bro
Much love from South Africa
Appreciate the support! 🙌
I am always looking forward to your tutorials. Another great one👍👍
Thank you sir!
Hey, Keith awesome tutorial! At 42:23 to remove leading "0" you can do "%#m/%#d/%y" instead. The "#" will remove leading "0"
Great suggestion! So I was going to do this, but I believe that date format is Windows specific. On Linux & MacOS the "#" needs to be a "-", so ultimately I decided to go with a solution I was sure would work on all platforms :).
man your all videos are awesome. thank you.
Thanks a lot for this very helpful tutorial. Keep up the good work!
Very useful tutorial. Thanks. And greetings from Central Asia.
Waiting for the second one....
. Veeeerrry informative...
❤️ content is constantly improving!
Thanks buddy ❤️
Thank you, it's really helpful.
Love the topic! Thanks so much!! 🤩 And the hairstyle looks great to me - not sure why some folks have a problem lol
Really enjoyed your video
Thanks for sharing 🙂
Thank you so much. With your help I have automated reports on my website❤️
Awesome! You are very welcome
Hi Keith,
This were the best 49:14 minutes I spent this week...
...OK, maybe the second best 49:14, right after the time spent yesterday building play dough dinosaurs with my 2 y.o. son after a 1 week business trip. But you were really close from 1st place, I promised :)
More seriously, absolutly stunning tutorial! Highly valuable and extremly clearly explained.
Thanks for that !
This comment put a big smile on my face! I appreciate the kind words. I know I could never compare to building play dough dinosaurs with your son, but I feel honored to even come close :)
Awesome video! Thanks
Great Video Keith, keep up the good work
I love ur videos bro... because of u I'm able to qualify an data analyst exam also gave some interviews didn't get any hope get in future but anyway thanks alot..❤️❤️ love from India and also make some videos on azure and aws..
Great job, Keith
Great Efforts Brother !!!
Keep the work up!
Thank you! :)
I'm learning python and your tutorials are among the best I've ever seen. thank you sooooo much and greetings from Germany x)
Thank you for your work
Thanks Keith!
Top class content! faultless tutorials..
You are my hero
Not all heroes wear caps!
It would be very nice to have a tutorial on pythontex, too! There are no decent tutorials of this subject and, since your are very skilled in teaching, you would make the difference!
This video is awesome!
Some statistic courses may should be taken!! Nice keyboard working anyway:)!!
Thanks you helped me so much in python
I use Ananconda and set-up an environment that I named ´covidMap´. In that env with python3.8 I installed all the dependencies. I got the report to run instantly. Next move is to see if I can get it to work with an European map. Thanks for the inspiration!
I love you Keith!!! Your tutorials are the bees knees!!
thanks broski!!
Very useful for learning python ;) ThX
This is absurd! I was quite literally about to search on TH-cam how to design and analytic report in Python. Great minds ey.
Wow Great minds! meaning you like it , why is it absurd then , i dont get
@@ayencoscolfield3312 Haha I meant it was an absurd coincidence such a video would be uploaded just as I started looking for it, and we were two great minds for thinking of the same idea at the same time
@@kanefoster8780 ok i understand now, cheers
Thank you!
Thanks! This is the best channel
appreciate the support 🙌
nice tutorial bro!
Thanks man!!!!
You deserve better than Skillshare man.
Attractive as expected 👍
I needed this. Don't want to scroll through a Jupyter notebook when showing analysis at work.
🙌
Awesome!!
You are the best thank you.
Great, good job
Awesome tutorial Keith! How about LaTeX tutorial for the next video?
thank you so much. :)
that is Mr i liked the way you rxplain things
Thanks for this python tutorials
you're welcome!
Hi Keith,
Thanks for your videos - they are really great.
One question that I have - I have done my analysis in Jupyter Notebooks and can render them via voila.
I use some styling on the tables colors etc.
Now I want to generate a pdf report out of it.
Any hint? Especially on the step from Jupyter to pdf.
Thanks a lot and keep up the great works !
thank you keith
(from morocco)
I see You Got a new haircut, But as Usual Fresh Content.. Awesome Content
Hi Keith! Awesome Tutorial, thanks for sharing it!
Just one quick question: Did you realize you were clicking the rotate button instead of the update one at 26:30?
can we use this package in dash plotly please advice
and thank you so much for your hard work
thank you
Tnx Keith
Fkn A bro. Amazing.
Also could you please make a git and GitHub full tutorial video explaining things like settings to opt while installing, cloning, and uploading the first project. T
Love your vid :) Is it also possible to add other font family like Verdana?
GRACIAS!
Please make a video about a real world project in Data Analytics like the one you did on Sales Analytics. Thanks.
Nice!
Keith, you are so cool!
Weepee! what a great vid u have! just the right size for me! I hate when they try to cram too much into short vid. OUCH!
Anyways! I do wonder though... should I use PDF for my wedding invitations or is more for legal documents?
keep up great fun!
-Doc
Good to hear from you again Dr. Girth Muffin! It's been a while. Yeah I definitely recommend this method for wedding invitations. You can even go as far as using an API to automatically send them, wouldn't that be neat! xoxo keith
Finally 🙏🏻
Hey Keith,
Amazing video! Really well explained and helped me out a lot here.
My problem is that the pdf generation is taking forever!
Even just 1 image. Do you know why this could be?
Thanx for another great tutorial. Can you also show an example where you include some nice tables in the PDF report?
Glad you enjoyed the video! I might create some examples with tables at some point, but until I do that this answer on stack overflow might be helpful: stackoverflow.com/a/39358752
thanks keith uber!
Hahahaha 😂
pipenv is really nice for handling dependencies so you don't have to manually install modules
Hello, thanks for the video, super informative! However, I'm having an issue with the create_usa_figure function. It throws me an error : "write_image() got an unexpected keyword argument "engine" " . For the life of me, I can't figure out how to solve that (tried removing it, tries reinstalling plotly, installing kaleido, ...) nothing works and can't find help on StackOverFlow.
Do you have an idea?
Hello Keith ! I'm having problems importing the fpdf library
ImportError: cannot import name 'FPDF' from partially initialized module 'fpdf' (most likely due to a circular import) help please 😪
Hi, thanks for a great video!
I was trying to follow your tutorial with data from db of my Django project and faced the following problem:
If I don't save charts and just add them to memory stream (buf_chart = io.BytesIO() plt.savefig(buf_chart, dpi=200) I can't use pdf.image( ) method as it expects image path as first argument and not binary data.
Any suggestions how can I add images to pdf from memory without saving them?
Hi Keith, just wondering how to make this python report in an interactive version with clickable graph showing like a html format and sharing to others who is able to open and click. Cheers
This is a great tutorial. Can you do one that creates a core program that starts every time the computer starts and I can have it run other Scripts like this one?
Nice video, no need to try Skillshare with people like you making vids on YT!
I have just been doing a price tracker with Python, using CRON to get data daily from Amazon, and save to MySQL and make graphs with Matplotlib.
Is Plotly better/going to replace Matplotlib? In your opinion?
Will be interested to see your next video!
I keep getting ParserError: Error tokenizing data. C error: Expected 1 fields in line 51, saw 2, not sure where is that. is it the csv file from source? any idea how to fix it? thx
Hey Keith...trying to get Ur tutorial further but can't manage to use custom fonts...any way you could go deeper?
Keith, thanks for the video. I didn't know about the fpdf library. I'm having troubles getting your script to run, and I'm not sure if it's because I'm running it in a virtual environment located in your generate-analytics-report directory that I cloned. The error seems to be with kaleido and I'm running it on the Mac. It says 'Users/myname/Projects/Covid Analysis/generate-analytics-report/env/lib/python3.6/site-packages/kaleido/executable/kaleido: line 5: ./bin/kaleido: No such file or directory.' I've looked in that directory and Kaleido is there. Do you have any idea what may be happening?
How would you make a GUI for desktop with this code? or a web app? I want to load csv file and generate report like this