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Intro to Python in Power BI

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Guy in a Cube

Guy in a Cube

Күн бұрын

Using Python and curious how to use it with Power BI? Patrick explores how you can do just that! Python + Power BI can be a powerful combination.
Power BI Python documentation:
docs.microsoft...
Seaborn Tutorials:
seaborn.pydata...
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Пікірлер: 231
@nickie2222
@nickie2222 2 жыл бұрын
I've been using Python for years and I'm totally new to Power BI, I don't think I can do what I wanted in Power BI, but I watched the whole of the video anyway because it's such a well done video! Also, as Python-fan, watching your enthusiasm made the video even better
@ankit_real
@ankit_real Жыл бұрын
How much package do you get??
@lespinoz
@lespinoz 3 жыл бұрын
Wow...!!! How simple to implement Python you just showed here! Congrats and thank you for sharing! Aside from that, I liked the way you edited your video; audio, zooms, highlighting, story flow... just amazing!
@tomasdale5306
@tomasdale5306 2 жыл бұрын
I HAVE NEVER SEEN SOMEONE WITH SO MUCH ENERGY TEACHING !!!!
@CarlosHernandez-dh7zn
@CarlosHernandez-dh7zn 3 жыл бұрын
The video in 6:11 set "matplotlib.pyplot as lib" and launch "pit.show". That's an error. The right code is: (after install pandas and anaconda) import seaborn as sns import matplotlib.pyplot as pit sns.swarmplot(x="day", y="total_bill", data=dataset) pit.show()
@santoshf
@santoshf 3 жыл бұрын
It's should be lib.show()
@helloimsnow7760
@helloimsnow7760 2 жыл бұрын
@@santoshf thank you
@zhiyingwang1234
@zhiyingwang1234 3 ай бұрын
Thanks a lot!
@rokaskrisciunas6015
@rokaskrisciunas6015 Ай бұрын
Thanks ;)
@alicedwonderland7733
@alicedwonderland7733 2 жыл бұрын
Thank you, Patrick! I'm toying with the idea of starting with Python, and I love Power BI, hence I need to mix them. You rock!
@JR-ly6bx
@JR-ly6bx 3 жыл бұрын
probably the best tutorial on youtube ive ever seen, awesome job
@josez2544
@josez2544 8 ай бұрын
That's how you really teach something, rigth in the moment you are learning it yourself. Thanks
@followrajah7743
@followrajah7743 5 ай бұрын
Patrick thank you for this. Just yesterday I wanted to use Python in Power BI but had no idea where to start.
@willcisler7069
@willcisler7069 3 жыл бұрын
I love the R and Python integration in power query but, for me, the personal gateway is the deal breaker. We have an enterprise gateway but that doesn't work. I could install the personal gateway on the same machine but now I have two gateways to update and configure.. :( Is it worth stating that the gateway isn't required for the visualisations as along as you use the support packages.
@markmathieu8648
@markmathieu8648 3 жыл бұрын
Will, absolutely. I was let down alot early on in my PowerBI journey when I'd go to implement python outside of visualizations and just get crushed by the lack of support in enterprise gateway.
@ssudarshan75
@ssudarshan75 3 жыл бұрын
Quite funny! Just before the video started, the first thing i did was to scroll down hoping that we dont need a personal gateway and here's the comment. This is a deal breaker
@ThoughT73
@ThoughT73 3 жыл бұрын
Same here. Total deal breaker.
@daviddossantos5629
@daviddossantos5629 3 жыл бұрын
Looks cool but no even going to try because it's not efficient the way to get the data, we use live connection (SSAS).
@ducminh7568
@ducminh7568 3 жыл бұрын
wait can we just upload the script on OneDrive and then use it ?
@simon123cup
@simon123cup 3 жыл бұрын
Patrick is a legend.
@paulj625
@paulj625 3 жыл бұрын
Damn right boy!!!
@Embargo27
@Embargo27 2 жыл бұрын
This was phenomenal, bro u just made my life a lot easier
@stouttravis
@stouttravis 3 жыл бұрын
I know an intermediate level of python, but have never looked into what's supported in Power BI. Seeing Patrick get something built so easily without evening knowing python was exciting as it shows the integration must be pretty well designed. I'm excited to go through and learn the limitations for myself.
@ducminh7568
@ducminh7568 3 жыл бұрын
nah too bad it not that good with powerbi
@thefamousdjx
@thefamousdjx 2 жыл бұрын
@@ducminh7568 why isnt it good? I found that with complex nested json, powerbi creates all these nested record and list objects and I have to go in and flatten them myself, unless I'm missing something as I just started using it. But with the python script the output comes out already flattened out
@ducminh7568
@ducminh7568 2 жыл бұрын
@@thefamousdjx so it not that great because you cannot load Python code online via SharePoint but it has to be from your computer so that you cannot automate tasks with PowerBi services but desktop only.
@leybourne
@leybourne 3 жыл бұрын
Amazing presentation as usual. Thank you, Patrick! Python and R integration is good. However, there are too many limitations for using Python and R scripts in Power BI which Patrick did not mention (vide documentation). When we want to get data from a data source that is directly not supported in Power BI (quite rare nowadays!), an R/Python script may help. I remember Adam had a video on creating data connectors with C# as well (long time ago). We can do certain transformations that are beyond the capacity of M using R/Python scripting. What we need is a scripting language for Power BI that is comparable to VBA in Excel, a language that is truly incorporated, not superficially attached. R and Python script support in Power BI is still just sensational than truly useful. Let’s see how it develops in the due course. Definitely Interesting, but I doubt if it would be equally useful. Of course, it’s only my opinion as a user of Power BI. There are experts on the subject who think otherwise.
@matthiask4602
@matthiask4602 3 жыл бұрын
don´t wish more scripting languages, python has to do the job. It should become the new VBA. (please!! I do not want to learn another language!!!)
@leybourne
@leybourne 3 жыл бұрын
@@matthiask4602 Neither do I! LOL! C# and R are good enough for MSBI! What I meant was that the scripting language - be it Python, R or whatever -should be well incorporated into and supported by Power BI. Right now, there are ridiculous limitations.
@MattWhiteMattWPBS
@MattWhiteMattWPBS 3 жыл бұрын
You're going to be the person blamed when Microsoft shoehorns VBA into PowerBI...!
@navjotsingh2251
@navjotsingh2251 Жыл бұрын
@@leybourne I think python would be better, it would be difficult to use R as we use vba imo. Python fits nicely as a scripting language that will feel like vba for power bi.
@JHatLpool
@JHatLpool Жыл бұрын
Can you not perform your transformations using DAX (which is similar to VBA) ?
@paulnandes2841
@paulnandes2841 3 жыл бұрын
Python for REGEX to validate data quality of a database and then Power Automate to email the users inpuiting bad quality data so they can fix.
@FaaBioo972
@FaaBioo972 3 жыл бұрын
Great use case 👍🏾
@mimibyrd5403
@mimibyrd5403 Жыл бұрын
This video was excellent and allowed me to get started with Python in my Power BI report.
@Noel72317
@Noel72317 3 жыл бұрын
Hello patrick, I from Nicaragua and don't speak english but this video have subtitle in spanish, so great .. thank you for that could you continue placing the subtitles?
@endless_puns
@endless_puns 3 жыл бұрын
The integration between Power BI and R/Python is amazing for loading and processing data. I've created an automatic data workflow that creates tidy data files stored in the pickle format which I then import and use for visualizing the data. Some reports require further modifications to the already processed data and for those I've set things up so that Power BI calls the execution of a Python script stored in a custom folder that then does the additional data processing. Pretty neat! The exact same thing works with R, too.
@patrickkeating5329
@patrickkeating5329 3 жыл бұрын
Would love to see a video of this.
@rishabhagarwal4702
@rishabhagarwal4702 3 жыл бұрын
Hi, how do you make power BI call a python script stored in a folder? Don't you have to paste the Python code in the power bi itself?
@chinenyenwaneri6163
@chinenyenwaneri6163 2 жыл бұрын
Would love to see a video of this too
@endless_puns
@endless_puns 2 жыл бұрын
@@rishabhagarwal4702 It's actually fairly straight-forward. Go to the Power Query editor and create a new query by using "Python script" as the source. Then, type in the following command: exec(open("C:/Users/User/Desktop/Script.py", encoding = "utf-8").read()) Then replace the folder and script names with your own and make sure to specify the encoding of your *.PY file. When you press enter, Power BI will start executing the script and then a pop-up window will appear where you will be able to choose one or several pandas data frames and load them into your model.
@jayong2370
@jayong2370 2 жыл бұрын
Great video. Just starting to explore using Python with Power BI. Interesting to see how the performance of the python queries stack up against DAX.
@LuisRomaUSA
@LuisRomaUSA 3 жыл бұрын
Python visuals are very slow once the report is published, to slow to be actually used in a report. To my understanding, this is because the script has to be sent back to an azure host that recalculates the visual each time you change it. I try avoiding python visuals in power bi for this reason
@sharkam69
@sharkam69 3 жыл бұрын
The only way that your report is not slow is an empty report
@thefamousdjx
@thefamousdjx 2 жыл бұрын
Good info
@CloudandZack1st
@CloudandZack1st 2 жыл бұрын
Just a friendly heads up: If you add python to your environment variables at the end of the installation (or the beginning depending on which version of Python you install), you can invoke pip without pointing to the directory. 😃
@CloudandZack1st
@CloudandZack1st Жыл бұрын
@@jamesbyrnes8286 Yes, you can manually add the path to your environment variables either through cmd or through searching environment variables in the start menu.
@alencaru
@alencaru 3 жыл бұрын
I use a lot R and Python in Power BI but the problem is not being able to take an input from the user and apply it to a model and then give back an output as (chart, table, list etc.) if it would possible to send information to Python and R it would be a big big game change especially to use NLP capabilities from both of languages.
@ak_shavar
@ak_shavar 7 ай бұрын
Hi, I’m wondering if this is still the case as at Jan 2024. I’m looking to do something similar of taking user input and apply it to a model.
@swagatkumarsrivastava2322
@swagatkumarsrivastava2322 3 жыл бұрын
Really looking forward to receive some more important lessons on Python in Power BI.
@AAzert42
@AAzert42 3 жыл бұрын
Nice, thanks for this video ! Hope to have more video about Python integration in Power Bi in future videos
@szklydm
@szklydm 3 жыл бұрын
Just out of curiosity, how long did it take you to figure all this stuff out? 🙂 Great to see the "masters" struggle a bit, which is an inevitable part of the learning curve. Thanks for this Patrick!
@atarunraj
@atarunraj 3 жыл бұрын
Yup. Have used Python to extract data from Oracle ERP Cloud to use with Power BI. Never did the visualization though, so that was good to see. 👍
@sofyan471
@sofyan471 3 жыл бұрын
Interaction is a problem with python. Some other visualisation tool has much better integration. Python is great but for visual we can't do interaction from python visual to other part of report
@Abhishekjain07
@Abhishekjain07 3 жыл бұрын
Absolutely it's a great challenge. As a python lover I am dying to use python visuals in Power BI and just because of this interactive limitation I am not able to. SAD. Very 😥
@DanielWeikert
@DanielWeikert 3 жыл бұрын
It works from a default viz to the python viz but not the other way round. But that is not the only issue. Currently there are too many limitations. By the way: what other viz tool? Have not seen any good integration so far
@VladMZ
@VladMZ 3 жыл бұрын
@@DanielWeikert If you know Javascript, you can build your own custom Visuals. Although the process is tedious and lengthy if you want a really good working visual. Use Charticulator to build your own visuals with little to no coding.
@VladMZ
@VladMZ 3 жыл бұрын
@@Abhishekjain07 I tried R too, and it has the very same issues. Sadly.
@LuisRomaUSA
@LuisRomaUSA 3 жыл бұрын
You could if power bi supported the right libraries, but power bi only lets you use libraries that do not provide interaction
@jhewitthunt
@jhewitthunt 3 жыл бұрын
Perfect starter video for a total amateur like me! Thanks Patrick
@yukithejapanese
@yukithejapanese 3 жыл бұрын
I've already use Python integration for some of my freelance work and it's great!
@rohandhande9391
@rohandhande9391 3 жыл бұрын
This guy's are amazing why Microsoft not seen this channel .
@Anthony_Lecoq
@Anthony_Lecoq 3 жыл бұрын
Awesome Patrick ;) I was thinking to test python in PBI since a while. This video made me started... I though it would be a bit complicated, but I am astonished by the simplicity to implement it. Time invested versus the quality and powerfulness of charts. It is definitely worth it. And using data=dataset ... BAM we get the interactivity between charts... For the moment I do not use any service so no issue with the Gateway... I feel I will find out some great usage of python in PBI ;) Patrick you are amazing ! Merci
@Darksirius155
@Darksirius155 3 жыл бұрын
Please more Video like this, always amazing videos.
@mbulelolomo8898
@mbulelolomo8898 3 жыл бұрын
Thank you for this Patrick, I am actually starting with learning python. Great video you have right there!
@reggieoverton121
@reggieoverton121 3 жыл бұрын
As a python user myself I cringed at your code but was excited to see python work. Great work
@n0rice4u39
@n0rice4u39 2 жыл бұрын
Hey Patrick, not sure if this is mentioned but in the command line you dont have to put the full directory of python, just "python -m pip install.." is good enough
@jedidiaholadele2086
@jedidiaholadele2086 2 жыл бұрын
Loved this!! Watching him alias matplotlib as lib was quite funny though 😂
@SebasAvello
@SebasAvello 3 жыл бұрын
I need help, when I try to show it with pit.show() appears this: ;NameError: name 'pit' is not defined
@WAIT4GOD
@WAIT4GOD 9 ай бұрын
Awesome, thanks for taking the time to do this!
@matthiask4602
@matthiask4602 3 жыл бұрын
Good "Intro". Makes one eager to learn more about python in Power BI . But more content on top of this is to be expected now. :-)
@jankruit6089
@jankruit6089 Жыл бұрын
Liked your video! I am A Python and Power BI Teacher: Very good as a start!
@davida6146
@davida6146 Жыл бұрын
It's weird because I followed your exact steps but I kept getting an error for my columns not being defined... I then got am error for the "pit.show()" not being defined. I tweaked it a bit and this code ended up working for me: # The following code to create a dataframe and remove duplicated rows is always executed and acts as a preamble for your script: #dataset = pandas.DataFrame(day, total_bill) #dataset = dataset.drop_duplicates() # Paste or type your script code here: import seaborn as sns import matplotlib.pyplot as lib sns.swarmplot(data=dataset, x="day", y="total_bill") lib.show()
@klaymoon1
@klaymoon1 Жыл бұрын
Great video! Can I ask you what is Personal Gateway? Is it something download and install or subscribe to? Thanks.
@JHatLpool
@JHatLpool 2 жыл бұрын
A really useful guide.
@ArmandoReportes
@ArmandoReportes 3 жыл бұрын
Another reason to learn python. Thanks.
@xinchunhe3960
@xinchunhe3960 2 жыл бұрын
What do you mean personal gateway? if i share my dashboard with other who doesn't have python install, will they see a error on their side?
@jasons6721
@jasons6721 3 жыл бұрын
Appreciate you posting this info! Very informative and something I was looking for. However, I've been trying to figure out the compelling use case to use python. So far, I can do everything that I've need with OOB connectors, dax and mquery. But, I've seen that doing some development using Python (specifically in Jupyter Notebook) is much quicker because you only deal with a small subset of data instead of loading the entire data set. In some cases, where data load time becomes an issue, i just set parameters to only load recent files or a # of records... Then, let data refresh do the heavy lifting after publishing.
@AndrewOBannon
@AndrewOBannon 3 жыл бұрын
Hello Samuel L Jackson! ) Didn't know you are coding when you are not filming ).
@luishernando
@luishernando 3 жыл бұрын
Thanks a lot Patrick! Smooth and very useful orientation! Python and PB! awesome! The best of all the world
@saketsrivastava84
@saketsrivastava84 2 жыл бұрын
Brilliantly explained
@jsorrisone
@jsorrisone 2 жыл бұрын
bro man bro.....you are legit the most solid doo in the cuooo
@goldensleeves
@goldensleeves 2 жыл бұрын
Great video. What is a personal gateway??? Also, I am surprised it’s such a short list of supported python packages… I wish plotly was supported for example!
@klamentyne5991
@klamentyne5991 2 жыл бұрын
More of the python in power bi please!
@user-sj9xq6hb9p
@user-sj9xq6hb9p 3 жыл бұрын
We need a full series
@aryansena7290
@aryansena7290 3 жыл бұрын
Need more videos in python with power Bi
@pjevans793
@pjevans793 3 жыл бұрын
Great stuff man... Would love to see some videos over the GenerateEmbedTokenV2 changes and what new functionality comes with the newer embed token model. Really the main updates with the move to V2.
@andresmachad
@andresmachad 3 жыл бұрын
heyy guy, how can i put it on powerbi services? because it don't work there
@CaribouDataScience
@CaribouDataScience 5 ай бұрын
Thanks
@samiraslan9735
@samiraslan9735 3 жыл бұрын
Patrick can teach you the whole thing about black holes in 5 minutes at your first grade 😁 love that Powerbi support R and Paython but personal gateway is a big no.
@tarun007
@tarun007 3 жыл бұрын
Thanks Patrick. This was a good start.
@ShabnamKhan-vk7fj
@ShabnamKhan-vk7fj 2 жыл бұрын
You rock! thanks for the quick demo. I love it
@CyrilGagnaire
@CyrilGagnaire 3 жыл бұрын
Hoooo, I need to try that! Thanks Patrick
@VladMZ
@VladMZ 3 жыл бұрын
And I was just about to try Python for more advanced analytics in building a dataset. "Only Personal Gateway" is a big showstopper. Makes no sense. Also however cool Python or R visuals, they are just pictures - no tooltip, no interactivity :(
@NayankaGothane
@NayankaGothane 3 жыл бұрын
When we work on R and Python visual, it kinda takes lot of load on pbix file. How to optimize the same?
@first0last0
@first0last0 3 сағат бұрын
Can you do one for those who have Mac?
@sinatabar
@sinatabar 3 жыл бұрын
Awesome, cool video. Explaining all the details 👍
@davey1644
@davey1644 2 жыл бұрын
Slick - Thanks Patrick !!
@DavidSanchez-vr1ny
@DavidSanchez-vr1ny 2 жыл бұрын
This was pretty cool!
@marcoantoniobajanabarahona3300
@marcoantoniobajanabarahona3300 3 жыл бұрын
You could make a video of how to use powerquery and phyton for some data transformation
@AmitRoy-om3tp
@AmitRoy-om3tp 3 жыл бұрын
This is great! I will try this out.
@muhammadbilalshafique7422
@muhammadbilalshafique7422 2 жыл бұрын
This is great. Its to late that I came here
@kvelez
@kvelez 3 ай бұрын
Thanks.
@josephdaquila2479
@josephdaquila2479 Ай бұрын
Do you think this would be effective at defining custom logic for bringing in data? Like having to loop through the dataframe to determine its structure? and returning that dataset? stuff that you cant do just through applying transformations & such...
@SpiritOfIndiaaa
@SpiritOfIndiaaa 4 ай бұрын
thanks a lot , where from the data set of "tips" came from ?
@user-xz9uj5my8t
@user-xz9uj5my8t Жыл бұрын
Apart from personal gateway to refresh the report, any other way or workaround to do it. Personal gateway is a very big limitation
@elrevesyelderecho
@elrevesyelderecho 3 жыл бұрын
Thanks. Good intro to the subject!
@xxczerxx
@xxczerxx Жыл бұрын
This is really neat. I was wondering if you could use Python in Power Query at the "source" level to handle folders that have constantly updating information (eg files that have current date in their name)? Does this eat into memory usage or is it still "technically" operating within Python (ie outside M)? I had this problem previously -- a folder on SharePoint that had files being continuously added. I couldn't figure out a way for the Query to update dynamically. So I couldn't figure out a simple logic in M to simply say ("import everything in this folder with string containing 'xxx' "). However, after watching this vid it seems you could simply write a simple Python script to handle that batch import with necessary logic.
@karinahulka1486
@karinahulka1486 Жыл бұрын
thanks for the video
@g.alanmackey7766
@g.alanmackey7766 3 жыл бұрын
Great demo! Thanks much,
@daw70772
@daw70772 2 жыл бұрын
Thanks! Very helpful!
@MeghaviThakar
@MeghaviThakar 5 ай бұрын
Hey, great video but what if I want to take input from the user and use that in the Python code and give an output how can one do that?
@vasu9284
@vasu9284 3 жыл бұрын
Brother I need a Dax query for the below table - I need a different column in the matrix table Parameters 8 2021 2020 Diff'21-20 Parameters 1 5.63 5.55 0.08 Parameters 2 5.54 - - Parameters 3 5.75 5.62 0.13 Parameters 4 5.51 5.32 0.19
@richasugandhi2954
@richasugandhi2954 6 ай бұрын
Hello, I got an error when loading the 'tips' dataset. So, In which folder should the tips file be
@koutlaw30
@koutlaw30 3 жыл бұрын
We need that R video too Patrick
@benhalicki9749
@benhalicki9749 3 жыл бұрын
Use of personal gateway... does this mean all users have to have the personal gateway installed to be able to access a published report using python?
@AgulloBernat
@AgulloBernat 3 жыл бұрын
This last sentence is quite of a bummer... You need that for any python use, right? I wonder if they'll make changes on that otherwise very limiting
@cristovamramosneto3068
@cristovamramosneto3068 3 жыл бұрын
Thank's for this video!
@SK-ck3qb
@SK-ck3qb 3 жыл бұрын
How can I use this with Analysis Services in an emedded app? Thanks!
@alex626ification
@alex626ification 3 ай бұрын
Q. I just finished a python class, ideally I would be able to some table transformation in python.
@jacekgatkowski8869
@jacekgatkowski8869 Жыл бұрын
Great Video and python skills ;)
@ahv5457
@ahv5457 5 ай бұрын
When I publish it online, I cannot set up the schedule refresh. Any solution?
@javiergonzales6118
@javiergonzales6118 3 жыл бұрын
Hey Patrick. Neat video. Are the python visuals supported in Power BI service? I noticed you mentioned this only works with a personal Power BI gateway. Doesn't it work with Enterprise gateway? Thanks
@aswinshukla5762
@aswinshukla5762 10 ай бұрын
Any idea if we can use python in PBI Q&A feature ? I want to enhance the Q&A feature by adding some NLP api's.
@knutboehnert3163
@knutboehnert3163 3 жыл бұрын
Better use pip3 to install other packages. If there is a Python 2 installation somewhere "pip" might download the old version instead of Python 3. Or ensure that pip links to pip3 as it should be.
@jimmytao2505
@jimmytao2505 3 жыл бұрын
Amazing, how could you make the blue square move along with your mouse in your video?
@MichaelBrown-lw9kz
@MichaelBrown-lw9kz 3 жыл бұрын
This video is awesome and exactly what I needed to introduce me on using Python in Power BI. Does anyone know of any books explaining how to use Python on Power BI?
@ryanwade865
@ryanwade865 3 жыл бұрын
Yes, I wrote a book titled "Advanced Analytics in Power BI with R and Python" available on Amazon.
@MichaelBrown-lw9kz
@MichaelBrown-lw9kz 3 жыл бұрын
@@ryanwade865 Thank you sir, I just went to Amazon and searched for your book.
@foxusmusicus2929
@foxusmusicus2929 3 жыл бұрын
Wow thank you for the video. Please more :-) Thanks to you this stuff is actually interesting and motivates to do more :-)
@shreyasrng
@shreyasrng 3 жыл бұрын
You don't need to change path to the source folder for the "pip install". It can be done anywhere :)
@datapoint.training
@datapoint.training 3 жыл бұрын
That's correct but only if you added the path to your environment variables during the installation (that small checkbox at the beginning that people always forget to check :) )
@shreyasrng
@shreyasrng 3 жыл бұрын
@@datapoint.training Yes you are right!
@aymanalafifi
@aymanalafifi 3 жыл бұрын
Can you include a parameter inside your python script? I'm thinking if you have some code to read a file and clean your data for powerbi, it would be nice to define the file path as a parameter so the user can recycle and reuse your dashboard and code for other files
@xtiandyc7034
@xtiandyc7034 2 жыл бұрын
Hi Patrick! I'm planning to learn power bi right now. can you give me the link from your videos where I can start with? You got tons of videos and I don't know what video to start with. Thanks!
@darkmatter5310
@darkmatter5310 6 ай бұрын
How can I switch parameters for the Python API call script from Power BI user interface.
@debrasimpson4986
@debrasimpson4986 Жыл бұрын
Would it be an accurate statement to say using Python in PBI is faster than using Power Query M? I'm trying to find this online but haven't really seen anything confirming this and figure I'll ask on my favorite channel. ;)
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