Beginner to Pro FREE Excel Data Analysis Course

You asked for it. Here is my free course to help you kick start your data analytics journey.
In this comprehensive video, learn:
1) How to approach a data analysis project
2) A real-world example data with 10 problems
3) Step by step walk thru
4) How to calculate descriptive statistics (mean, median, quartiles, range, distinct items & count)
5) Exploratory data analysis in Excel
6) Analysis with formulas vs. pivots (necessary techniques)
7) Top / bottom performing items
8) Anomaly detection
9) Best in class analysis
10) Complete report preparation
11) Combining data in different tables (spreadsheets)
12) Answering open ended questions
13) Preparing and using Excel charts
14) Challenges & homework assignment
You will also learn below Excel features:
1) Using Tables
2) Formulas
3) Pivot Tables & Power Pivot measures
4) Conditional formatting
5) Charts
6) Data Validation
7) Keyboard Shortcuts & tricks
⏱ Video Timestamps:
==================
0:00 - Introduction
2:12 - Descriptive statistics in Excel
8:05 - Exploratory Data Analysis (EDA) with conditional formatting
13:20 - Sales by Country report with formulas
19:01 - Sales by Country report with Pivots
23:43 - Top 5 products with $ per unit
27:13 - Anomaly detection in your data
31:24 - Best in category analysis
33:36 - Profit analysis (combining two tables)
37:26 - Dynamic country level sales report
41:55 - Which products to discontinue (Open ended questions)
💥📁 Sample files:
================
Blank data file (perfect for following along) - chandoo.org/wp/wp-content/upl...
Completed workbook - chandoo.org/wp/wp-content/upl...
⛔⚠ Got an ERROR - Can't Change Array?
==================================
Here is the fix - chandoo.org/wp/errors-with-da...
What to watch next?
=================
I recommend setting aside sometime to practice what you just learned. But if you are in the mood to watch more, I suggest these videos:
5 key skills you need to be a GREAT data analyst - • 5 key skills you need ...
5 Excel Skills you need to focus on - • Top 5 Excel skills you...
15 Excel functions you should know - • These are the ONLY 15 ...
My playlist on data analysis - • 5 key skills you need ...
Want to learn more? Join my Excel School 👉
=====================================
If you want more step by step education & resources to be AWESOME at your work, consider joining my Excel School program. This online class will teach you everything you need for data analysis + reporting roles.
Visit chandoo.org/wp/excel-school-p... to sign up today.
My Recommended Excel Books 📚👌:
===============================
chandoo.org/wp/best-excel-pow...
😎 SAY HELLO 👋
===============
Apart from KZbin, I frequently post on,
my blog - chandoo.org/wp/
twitter - / r1c1
Instagram - / chandoo.xlsx
Have a beautiful day 🌼🌞😀
#DataAnalysis #Excel

[@chandoo_]

GOT AN ERROR ⛔ "CAN'T CHANGE PART OF ARRAY" Here is a fix 👉 chandoo.org/wp/errors-with-data-analysis-course/

[@ajhamaribaari]

sir how to create cost per unit column

[@anthonyoffie6073]

Sir I can't find the link to download the data for practical follow up

[@piyako3586]

How did you bring the median in blank table. It would be good if you showed how to bring it across.

[@anuradhavaradha2257]

Hello Chandon, I would like to become Data Analyst. Do you have a roadmap to become Data Analyst? I live in USA and working as a JR BA.

[@criptik5208]

16:50 why did you disabled the filter

[@laurak5196]

I just want to once again thank you for your time and for this beautiful tutorial. It’s well planned and filled with so many great tips. Thank you, sir!

[@christophernjenga6708]

It's a pleasure to have a tutor like you chandoo. Your committed work has made it real for me. Congrats 👏

[@Nicolaslazar]

Systematic and clear like always. Thank you Chandoo. This video is my new Data Analysis Bible.

[@Optimus9617]

It is the most detailed, clear and inspiring review of all the most important and useful functions and tools in Excel I've ever seen. Thanks a lot.

[@vidyasworld26]

This was simply superb to follow and imbibe. It takes a lot to deliver something just as simple yet with clarity and with minimum noise. You have done this Mr. Chandoo. I like your Power BI one too. Thanks

[@xplosionbox]

you are "Excel Superstar" This is awesome. Thanks for being generous enough to share your knowledge.

[@Theportraitdude]

This is fantastic, thank you so much! I have been using Excel for years and considered myself pretty decent at it, but your videos show me how much I have to learn. Thank you for the great examples!

[@imgc969]

Thank you for all your hard work! It’s a high quality educational content compacted with useful information. Really appreciate it!

[@shashanknanglisatish8012]

Such an eye opener! Great teaching style and very detailed content, instantly subscribed in the first few minutes of the video. I love the fact that you not only inform us about Excel tools or functions but give us a glimpse of how you would analyse a dataset yourself. Your perspective is so refreshing and gives us much confidence as learners. These 49 minutes were super helpful and I'm very grateful to have stumbled upon your channel. Thanks for being one my online mentors, Chandoo! Sending good vibes your way!

[@vijaym3571]

same here

[@chuckt8246]

I've been using Excel for...ages...and I can't tell you how many times I've said "I didn't know you could do that" in this tutorial. Great work!

[@Kingco245]

A good teacher is known by his ability to explain complex concepts in simple language. I believe in my heart that you’re indirectly putting food on many people’s tables by making your tutorials easy to follow, and by extension less frustrating. Thanks, Chandoo. You are a star. I'm not familiar with why and how you generated the KPIs(not sure this is the right word)used in the video. I'm a complete beginner in the world of analysis. Could you recommend a beginner-friendly course that would help me grasp the underlying concepts of Data Analysis, first; then, how to analyze data with Excel? Thanks.

[@nikitasinha8181]

Thank you so much for making me feel like a data scientist within these 49 minutes sir

[@9833525861]

Ho chandoo, this is really awesome. In my opening, we can make a comparative analysis based on previous performance in order to discontinue a product because some products may under perform due to seasonal changes or any ptemporary issues. Again it depends whether we have the historic data.

[@santiagofajardo4949]

thank you for your content! easy to follow along and appreciate that you provide the templates for practicing. I've been introducing into Data Analysis and your becoming a good reference into Excel skill development, I will continue to watch your videos

[@rachrach9871]

Incredible. I just watched the whole video now and you are an amazing teacher. Thank you 🙏🏽

[@aaware1]

This tutorial compilation is really good, I learn so many new things. The only problem i faced is the model analysis which shows as an option in your pivot window but not in mine, although i was able to add them as calculated fields under Pivot Table Analyze. The only caveat to that is can't assign a format to the values every time i have to keep formatting the values.

[@anuragkumargupta8313]

Hi Chandoo, Just did the analysis by myself. It was really helpful. USing your tutorial, I am able to say that my excel skills is good. I just need to understand business terms and metrics so that I can start to understand what data should I fetch from the original dataset.

[@mariaakpoduado]

This is one of the best data analysis tutorials I've ever watched. So easy to follow. You are a great tutor, Chandoo

[@muhammadislam5367]

Very interested mon

[@saheedridwanadamson7836]

@@muhammadislam5367 @maria aduba, Its the best, concise and great.

[@muhammadislam5367]

Ok

[@arpitagujar3164]

agree

[@boyuhope8537]

🔥🔥🔥🔥🔥

[@JayantaRai]

This is one of the best data analysis tutorials I've ever watched. So easy to follow. You are a great tutor, Chandoo ji

[@seifihasanali2807]

Thank you, really enjoyed watching the video/lesson! One other factor can be the ability of the Salesperson to price effectively. One other check I would make is to see the profit for each against the Salesperson.

[@jixseyloportacion9177]

Very good video! Learned a lot. Also, other things to consider when discontinuing a product is its contribution margin %. The product may have a high cm% but it may not be performing well in terms of profit % because the fixed expenses on a particular geography is high. Sometimes this can still be remediated especially when the product is newly introduced to the market.

[@josevaldesv]

Good point. I've noticed Chandoo sometimes explains those details or provides such disclaimer, but other times he simply focuses on teaching us Excel. I take it this is an excel class and not a class on financial concepts.

[@shashanknanglisatish8012]

@@josevaldesv Chandoo asked for suggestions from his viewers and other logic in the comments at the end of the video. He probably is aware of every possible way to slice through this dataset to get the most out of it. However, he gained 3 comments from the 3 of us just because he just left it for discussions in the comments section. He's a smart bloke, knows how to work the youtube algorithm for his benefit too. He's probably done extensive analysis on data from his channel too haha!

[@TheAjukumar]

Awesome, simply awesome video! I just finished watching at one go and I already feel more confident and keen to apply these techniques at work, especially the last one on which product to discontinue. Thank you for your effort and time ...and please make more videos like this.

[@bhavesjpatel]

So true...please make more video like this and real world examples based learning..👍

[@storiesshubham4145]

Hey Aju, can you tell if there is any free version of Excel? Or do we have to take the paid version only?

[@chandoo_]

You can use free excel online or goolge sheets to practice. Purchase office 365 student subscription for discounted rate or get full version from office.com

[@DevlogBill]

I've been looking myself for free versions of Excel and the only thing I came up with was Google Sheets. Very similar to Excel but personally? I prefer Excel over Google Sheets. My opinion shouldn't count so much because I'm still learning functions and I'm still at the beginner stage. I've read the google version your documents are better protected over the Excel version (unless you pay for the 365 version) but Google Sheets is a dependable tool to have. I now own Excel the 2019 version and I now find myself using both Google Sheets and Excel 2019 business version. The only thing I truly dislike about owning the application Excel is that if you don't pay for the 365 Excel version you wont have the full benefit of all the functions with is only available on the 365 version. I high recommend just using Google Sheets, its very similar to Excel but for me personally doesn't have all the beautiful features of Excel, hope this helps.

[@vex2538]

Thanks for the great tutorial, just trying to break into analytics and apply it to my current role to get some experience. Rather than using a splicer, I just put product in rows, geography into columns and profit into values and then applied conditional formatting to especially highlight the losses and less profitable products. This way you can also easily see which locations we dont sell some of the products in and which locations we may want to drop existing products in. My short term memory kind of sucks, and using a splicer means you have to kind of remember as you flick through the different countries.

[@shashibhusanpandit7188]

Thank you Chandoo- love your teaching style, it is so ‘chill’ and full of ‘gold nugget’ tricks!

[@rolisingh2597]

Your videos gave me direction and clarity about what I wanted to work for in life. You've no idea but you're a lifesaver, truly an angel to me. I hope you read this and this brings a bright smile to your face as you have brought to mine.💖

[@chandoo_]

Thanks Roli. I really appreciate this thoughtful comment. It did bring a bright smile to my face 😍

[@TanmoyTheDeadBoy]

Thank you so much sir. I took crazy amount of time on this video due to my laziness(kept pausing and continuing for 3 weeks) But I've learned a lot. Idk if these will be sufficient to start a job But It increased my confidence. I'll keep watching your other videos and practicing (already watched many during pausing this one). Keep up the good work! God Bless you!

[@kristinarosaliemilicevic6342]

Thank you so much, Chandoo! This was incredibly helpful and informative. I am looking forward to watching more of your tutorials.

[@PaulasPicks]

As usual, so many gems in this video! Thanks, Chandoo!

[@69nukeee]

One of the best tutorials ever! Top notch explanations, very user-friendly and easy to follow along. The project was great for me, as I needed to dust off a few cobwebs out of Excel, as I haven't used it that much lately. Plus, I was able to learn something new along the way 🙂 You are the man Chandoo!

[@kleiotsiokanou5888]

One of the best videos I have watched so far about data analysis. Thank you so much!

[@vaticancameos6973]

Well explained Chandoo! A quick fix for the formula at 15:39, when typing the formula in D6, use &C6 to fix the column for country. From there you can just drag the formula down or sideways, without typing it all over again for units. Cheers!

[@chidinmaezinwa5308]

Hi Chandoo- I love your teaching style. you are indeed a great teacher. thanks a lot. I will keep following you online

[@Yantraman]

Absolutely superb - I was similar to Wayne but I created a column of names (unique), a drop down list for the countries, a column of total sales and used sumifs to collect total sales for each person. I then just used the drop down list to filter by country. I added a Max cell at the bottom of the values and a xlookup cell to relate this to the list of names, I hope it makes sense!!

[@s_fama]

I have followed the same approach but I'm having trouble in using MAX formula. XLOOKUP is not available in my excel.

[@muhannadalturk7548]

This is one of the best tutorials I’ve ever watched on youtube!

[@bjaisi67]

Thank you, that was very comprehensive for a beginner. I’ll look up more of your videos on it.

[@tariqmahmood9278]

Respected Sir Chandoo, love your method and respect your mentoring. I got a lot that could not be achieved yet. I will continue and do a lot like my Sir "Chandoo".

[@shivsharma9153]

at 3:30, sir i have first used that "LARGE" function to find the first highest value in the amount section, then I applied v-lookup formula to find the name of sales person that correspond with that amount, the answer was - gigi which had the highest amount score of 16,184

[@sahilsharma88]

Amazing video. Really well explained. I can see so much productivity gains. Thank you.

[@harshaniathukorala8090]

Thank you so much! You are a great teacher, an inspiration in this field. 🙏

[@Sameer_Khan949]

Sir, you are just a treat to watch. I have never enjoyed learning something technical this much before, best wishes may you get more growth.

[@chandoo_]

You are most welcome Sameer 😀

[@ShawnFX]

Chandoo bhai I'm so happy and grateful that I came across your channel! I'm a finance and accounting student doing my MBA with no work experience in my field :( but watching your videos to increase my knowledge in Excel is a good way to show employers I can do the work required. God bless you!🥰❤

[@mayankdhoundiyal]

Brother mereko excel mai kuch nhi aata? Kaha se dekhna shuru kru?

[@motiongraphic5145]

I’m super glad, and lucky that i found this amazing channel, how useful this video was for me. I loved your teaching strategy. Seriously, this channel is a treasure. Keep going please.

[@chandoo_]

Welcome aboard!

[@sarahappel9577]

Thank you so much for these, I feel like an Excel pro after a day of watching your videos!

[@GebyThePhotographer]

Hi Chandoo! To count the Total Profit at "chapter 9" I created a new column at Data tab called Total Profit =[@Amount]-[@Cost], Then =SUMIFS(data[Total Profit], data[Geography],$E$3). Later I saw how you did :D for the name list I used unique formula. Great Tutorial Thank you very much :)

[@ramneekpalkaur1349]

Thanks Sir. Your this tutorial is very beneficial to those who know how to use table, pivot tables, formulas , conditional formatting etc. but do not know when to use these all and how to use them efficiently. Thanks a lot Sir for providing us the best data analysis tutorial. I am a beginner , enjoyed and learned a lot .

[@bushrahameed8591]

Is it not helpful for beginners? Because you said ,it is beneficial for those who know how to use table ,pivot tables, formulas etc To es sy phly excel ki basics ,pivot charts ,tables etc ki practice krein r phr es tutorial ko follow krein ??? Plz guide me

[@chandoo_]

I suggest watching this tutorial to get started with Excel - kzbin.info/www/bejne/fGjEgZSwqrhrh7s

[@sudiptodasovi7048]

Love your content. It helps me so much in my day-to-day office work. You've made life easier 💜💜

[@francisbalogun3160]

Just venturing into Data Analysis... Your channel is my sure plug!. Simple, Clear & Precise. Thanks for always doing a wonderful job

[@chandoo_]

My pleasure!

[@SalawuIbrahim]

How's the journey been? Just learning now.

[@ItsWithinYou]

Chandoo, you have a unique teaching method and clarity of thought. I loved this video and many thanks for sharing it with everyone! May you get lots of success in your work !

[@chandoo_]

Thanks Rajiv for that lovely testimonial. 😀

[@humanandlifefacts9217]

@@chandoo_ hello, sir. if I want to count males and females by creating data table. what should be the formula?

[@VinayKumarT1302]

@@humanandlifefacts9217 you can use "countif"

[@manjunathnaganna9970]

Hi Chandoo sir, it's simply a superb video, and the way you explain the concepts is very much understandable to everyone. Your videos are made me learn more concepts. I have taken ur challenge to find the best salesperson by country using formulas and this is the way I did, Step1, I have taken the distinct of salesperson based on every geography and created a separate table like Geography, Salesperson and Amount. Step 2, I have summed up the amount of each salesperson to their every Geography location using sumifs function. Step 3, Taken the distinct of Gegrophy location and created table like Geography, Salesperson and Amount and find out the top 1 amount based on Geography using max and if condition and using the index, match, max and if condition findout the salesperson.

[@ambreenmehboob6355]

Can you share the formula of index, match, max and if to see how you found the sales person

[@ril2023]

I am fascinated about computer and to learn data analysis. I am sure to familiarize myself with excel and data entry by just learning from your wealth of experience in this field. Thank you

[@shivanandbhuvanagiri4855]

Thank you chandoo. In the 10 question rather than discontinuing the product as a whole we can look at country wise data and start discontinuing them in those countries.

[@TityaLeang]

Hey Chandoo! Firstly thanks so much for your videos! It's really taken my Excel to a new level. I tried thinking about your challenge to use formula to show the top/bottom salesperson by geography. I think it's quite challenging. Do you have a video on it? Thank you once again! 😁

[@chandoo_]

Good to hear that Titya. You can read other's comments to get some ideas or even get solutions for the problem. All the best.

[@anitaabaraonye]

Hi Titya, I guess you could use the sumifs formula and the sort largest to smallest or smallest to largest.

[@siddhu.s5182]

Hi Chandoo great content its really helpful CHALLENGE 7: Step 1 :Have a copy the Geography and sales person column then remove the duplicates. Step 2 :Make separate table for each Geography with sales person. Step 3 :Then use =sumifs([Amount],[geography],Column of the geography to be filtered, [Sales person],Column of the Sales person to be filtered. Step 4 :Sort each table largest to smallest and filter with top 1 and bottom 1.

[@iamsanchis6969]

Step: 1Do I need to remove the duplicates for Geography & Sales person columns both? Step: 2 Separate table to be made manually? Kindly help!!!!!

[@SurajSingh-hp7pd]

during this,i have a problem, during sorting i am getting message, u cant change it is part of an array, what should i do?

[@mohitsinha8918]

@@SurajSingh-hp7pd bro you should use cpoy of geographical data instead of using unique

[@michailmarkou1995]

=SUMIFS(data6[Amount],data6[Sales Person],[@[Sales Person]], data6[Geography],[@Geography]) ... You just say gime the specific name (cell reference @) and take account the specific country in that formula i wrote. A sumifs with two criteria the name and the country in a new table as you said with removed duplicates.

[@surajkambli9027]

just use sumifs and indexsmatch function

[@rezayudhistirabeta9911]

This is truly bucket of gold!! Thank you for sharing!!!!!

[@lamaFromPanama]

Wow, thank you! This tutorial is awesome on many points of view. I believe, I could even demonstrate some final results as proof of my newly learned Excel skills. As for task 9, I also took product data to check what products are the most profitable in the current country. Also, I decided to make the Top 5 and The Bottom 5 products and visualize this. This task turned out to be a little more complicated than I thought first. I had to find a way to make data dynamic and escape using several filters. But after a few hours of struggling I did that 😁 As for task 10, I would definitely check what products make the least profit. I would also pay attention to those products with the least profit by the country. Maybe it would be a good idea to have a slightly different assortment for different countries.

[@stanleygracia3660]

Wow! I learned more actions during this tutorial than taking the google analytics course. Thank you!

[@harshaganesh8213]

Hi Chandoo, great video...I do have a doubt though. In the dynamic country level report you have the total and average for PROFIT...How did you calculate Total and Average Profits using SUMIFS ..Did you add a profit column to the original data table or is there a way to extract Profit data from the pivot chart we created. Your help would be really appreciated

[@DheerajKumar-sv3kc]

I need to know the same thing. How to aad profit and quantity in Dynamic country level sales report.

[@chineduchukwuedon3105]

You are a great man Just imagine what you are giving us free of charge. God bless you abundantly.

[@operationbroomstick]

Following you since early excel days. Glad to have found you on KZbin. Thanks bro

[@nirbhay_raghav]

Hey Chandoo, loved this tutorial. While working along with you I found something interesting in the Profit Analysis part. I used Geography as a slicer and then added No of units to the pivot table. Then sorted the number of units from largest to smallest for each country. I then realized that for most of the countries, we have at least one or two products being sold in high numbers but earn very less profit. For example in Canada the highest profit earning product has only 96 units sold. I know what you are thinking, maybe it is just the cost per unit that is high for these products. But I checked that too the cost per item is not that high to make such a difference (7th highest). So my question is, would it make sense to recommend sales and marketing team of each country to up the number of sales of these profit making products and lower the units similarly for not so profit making products. Maybe they could spend more on advertising the high profit products? Can you share your thoughts on this? Thanks once again.

[@agboolaalli7124]

Very insightful

[@smohidee]

Thank you once again, watched the full video and now working on the blank data file. Hoping to learn much more from all your videos! Well, I was able to figure it out...... Thank you so so much

[@chandoo_]

That is great Simi. Wish you all the best and awesomeness.

[@matthewibalio7251]

A playlist or series of videos like this would be amazing. Thanks for the video!

[@chandoo_]

Here is one. kzbin.info/www/bejne/rGPSf4qglpyAaKc You can see more here - kzbin.info/door/8uU_wruBMHeeRma49dtZKAplaylists

[@aakhi1088]

Thanks for video, It's been great experience learning from you.✌👏😊 Best Sales person by Country using Formulas. I did using Index,Unique,Max,Sumifs and Match function,In column H I am taking unique geography.Below are the formulas I used. Do let me know if you used any other ways. Top Sales Person =INDEX(UNIQUE(Data5[Sales Person]),MATCH(MAX(SUMIFS(Data5[Amount],Data5[Geography],H4,Data5[Sales Person],UNIQUE(Data5[Sales Person]))),SUMIFS(Data5[Amount],Data5[Geography],H4,Data5[Sales Person],UNIQUE(Data5[Sales Person])),0)) Total Amount =MAX(SUMIFS(Data5[Amount],Data5[Geography],H4,Data5[Sales Person],UNIQUE(Data5[Sales Person])))

[@chandoo_]

Good ones Akhilesh...

[@soumikbose6701]

@@chandoo_ Hey I followed the same solution but instead of using the UNIQUE formula, which doesn't sort the values in any order, I used the SORTBY function so as to give the country column arranged in descending order with the following formula: =SORTBY(UNIQUE(data5[Geography]), MAX(SUMIFS(data5[Amount],data5[Geography],UNIQUE(data5[Geography]),data5[Sales Person],UNIQUE(data5[Sales Person]))),-1) However, the sorting is not happening. Please guide me if the above formula needs some changes or is it completely wrong.

[@_Faries_]

Hi Chandoo, I have an answer for this 33:31 : In A1 : =UNIQUE(Data[Geography]) In B1 : =XLOOKUP(MAX(SUMIFS(Data[Amount],Data[Sales Person],UNIQUE(FILTER(Data[Sales Person],Data[Geography]=A1)),Data[Geography],A1)),SUMIFS(Data[Amount],Data[Sales Person],UNIQUE(FILTER(Data[Sales Person],Data[Geography]=A1)),Data[Geography],A1),UNIQUE(FILTER(Data[Sales Person],Data[Geography]=A1))) In C1 : =MAX(SUMIFS(Data[Amount],Data[Sales Person],UNIQUE(FILTER(Data[Sales Person],Data[Geography]=A1)),Data[Geography],A1)) I know this ain't the easiest way. 😀😀

[@chandoo_]

AWESOME :)

[@rajeshpaul4052]

You are awesome. Really, I have hardly seen this type of teaching. Thank you

[@soca2820]

Thank you so much for this course , I appreciate the details and the explanation, the analysis you gave.

[@rosehuang8709]

Very detailed and inspiring tutorial providing not only the skills but also a systematic way of exploring any new dataset. Many thanks!

[@akindelejeremiah2583]

Thank you so much for this, have learn so much from you

[@akindelejeremiah2583]

Please how can I download the materials

[@anthonydsouza2504]

Thank You Chandoo, you are doing a great job educating everyone on such an important skill.

[@SpotlightImpact]

Glad I found this channel! Appreciate this tutorial!!

[@shikhavanjani130]

You are a blessing for aspiring data analysts. Thank you so much for these videos - they are very easy to understand and follow.

[@chandoo_]

You're very welcome!

[@aq2237]

Hi, thanks for your awsome effort helping data analysis/excel enthusiasts. Anxiously looking forward 👌

[@rameshd468]

ThanQ v much Chandoo, this is a great selfless service u have done. By this tutorial plenty of people shall benefit greatly both freshers and experienced as well. Your way explaining things is very good. You have explained the difference btw Median & Avg and many more things like that so nicely, just by listening once it fits in the brain & learning happens instantly. Request you to keep your good work cotinuously. God bless you 🙏

[@lekhrajbairwa228]

Hi Sir, "Excellent video! I was really impressed with your teaching style and how well you explained the concepts. Looking forward to more informative content like this." "As a beginner in data analysis, I found this video incredibly helpful. Your step-by-step explanation was easy to follow, and I feel more confident in approaching this subject now."

[@amaliahhasan]

Thank you for making this video chandoo! So easy to follow and i learned a lot!

[@meditationomshanti1976]

U r master of Excel....how easily u have done the data analysis on a set of data.... thanks for sharing ur knowledge

[@salim3786]

Amazing tutorial..... Although I understand most of it but you dumbed down all the things which is just great! Kudos!

[@prathambhandari8271]

Thank you chandoo 1st i did the project along with you ( as i am a newbie in excel for data analysis) and now i just did this by myself : ) Thankkkkkk youuuuuuuu

[@yasminemahameed4373]

Thank you very much Chandoo for all the knowledge and experience you have shared with us ! This is really helpful .

[@SS-iq6yt]

Learned new ways of analyzing the data. Thank you

[@naijatalkertive]

This is not just great but well explained and simple to understand. Thanks, looking forward for more videos like this.

[@chandoo_]

Glad you liked it!

[@rahulgharate5810]

Thank you so much Respected Sir. No one can tell these important things. You are best explainator I have seen ever. Best Teacher Ever. Thank you so much once again.

[@astar2128]

Thank you for this. The video is very informative and easy to follow. For the question of discontinuation I was thinking if we had enough data it would be good to see if some chocolate sell well based on the season or holiday. If you think of a holiday like valentine's day where lots of chocolates are bought and sold, for instance. Maybe instead of completely discontinuing some of the products it could become a seasonal production. Based on how it performs in a season.

[@sudevshan3795]

This was the kind of video I needed thanks a lot sir . Ur way of explanation is really good .

[@darranlargey390]

My number one go to channel, I’ve learnt more from you than anyone else to up my excel level

[@chandoo_]

Thank you Darran... Means a lot to me.

[@krithikav3937]

Wow.. I just discovered your KZbin channel just today. I have been following your blogs right from when I started my career. I literally jumped out of joy like a kid at the sight of your channel. 😀👍🏻

[@chandoo_]

Thank you Krithika... So awesome to have you here 😀

[@rezinolddeepak1926]

Excellent way of training. I thank you for all your efforts. These teachings really help me a lot.

[@chandoo_]

You are welcome Rezinold...

[@nabeelahmed4220]

Lots of love My grandpa used to learn from your blogs and videos, Now I'm learning from you. Good bless you sir.

[@chandoo_]

Wow.. I am going to cherish this comment 😀 PS: Say hello to your Grandpa.

[@kekanae]

Thanks for an insightful and very informative video. I learned a couple of new tricks. Much appreciated.

[@jonasoliveira9366]

Man, loved your video! I was struggling with calculations in the PivotTables and looking at this video I found the solution, not to mention all knowledge about data analysis, with such a simple and rich explanation. Thank you and great job!

[@JoyAbimbola]

Im stuck here too....Im working with ecxel 365 online and the 'Add this data to the data model' option doesn't appear. @Chandoo_ Please assist. We need help pls

[@robertalavezzari6970]

you are an amazing teacher, thanks for all your videos

[@laurak5196]

Fantastic! Love what you are doing here. And thank you so much for sharing your talents with us!

[@chandoo_]

Glad you enjoy it! I am sure you would do the same if there is ever an opportunity to share what you know.

[@laurak5196]

@@chandoo_ Absolutely but not everyone thinks this way so we thank you 🙏🏻

[@yatir20]

Thank you Chandoo! You explain all very well and your content is great for learning.

[@b3ry178]

Thanks for the tutorial, Chandoo. It really helps me. Your explanation is so easy to understand. 👍👍👍

[@monikakarar635]

Thank you for this amazing sessions. About the challenge I think the formula (large and small) for top/bottom value

[@md.anamulislam2702]

Excellent contents!!! Thanks so much for bringing in on KZbin.

[@fauxpro4561]

Wow this video was really useful and easy to understand. Thank you! I'm not one to subscribe to channels but you just got a new sub! 👍

[@tanmoyroy3595]

Best ever tutorial. Thank you so much Sir for your efforts and sharing your knowledge with us in order to grow in our career. You are Great Sir

[@quochungang576]

Thank you so much! Your videos have already helped me a lot

[@shraddhasingh9993]

this is literally gold, can we please get a same kind of video for business intelligence analyst,