Thanks so much for the thoughtful comments! Feel free to connect with me on 📷instagram: instagram.com/agathaakang/ and through my 📬newsletter: agathakang.com/subscribe (free resume template in link)
I am currently a college student with no degree or professional experience and I just started the Google Data Analytics Certificate on Coursera. I'm leaving this comment to mark the beginning of my journey towards becoming a Data Analyst. I'm locking in and committing to this. I'll provide updates on how it's going every now and then. Wish me luck.
I started yesterday the IBM course also in Coursera. Best of luck! I am close to finishing my bachelor's in biology also I'd be glad to keep in touch as beginners and hopefully start advancing our careers if needed :)
I'm a junior in college at the moment studying Data Analysis, but unfortunately I have realized my college isn't actually preparing me for this career at all. I graduate next summer and I still don't have any technical skills. I am really grateful for your videos. I am a first-gen college student and I really hope to live a comfortable life without the struggles my parents had. I sincerely thank you for the wonderful information you give to people for free. I am going to work hard to follow a road map like this to reach my goals. Keep up the great work!
Thank you for sharing your experience. I am literally in the same position right now, first gen student, graduating next year with no experience and feeling like my degree hasn’t prepared me for the workforce. Give yourself some credit for taking the time out to research what to do outside of school and putting in that effort. I wish you the best for your career journey!
same, i literally graduate in dec and just have mostly conceptual stuff to think about. I have to go back to actually practice this to be prepared for these interviews
So true, I'm in a similar position rn I'm majoring in Business Analytics..and I'm confused as hell I got an internship but it was totally a field work ( involves surveying people ). I had to leave it few days ago because of the heavy pressure of achieving targets, and toxic work culture...I want to start all over again, it surely gave me a reality check, and made me doubt If I chose the wrong career or smth
Thank you ! This is helping me tons. I’ve recently completed the Google DA Certificate but have felt stuck in starting my projects for the portfolio. And just really learning the skills. I had decided to focus on the 3 you mentioned in this video, so that’s my confirmation that I’m on the right track! 💕
Is started the Google D A course but it's learning style didn't suit me. It is a person talking and talking. I switched to IBM Data analytics certification and liked it. It is very concise and solid.
@@arefwahb7771hello! I would recommend it as far as you have absolutely no background or experience in tech or data analysis. It introduces what the role is and introduces the main tools you will need for the job but you won’t be an expert at the end. I would go through it and absorb as much as possible but continue to learn outside the course itself. I don’t think it looks bad on your resume, it’s a recognized industry one but won’t get you the job.
I have decided to focus on data analyst roles now, already expertbin Excel, 10 years of experience and teaching, already good at SQL, computer science software engineering degree, MBA. Power BI experience. I did, php, java, C, javascript... back in collegue 10 years ago. Now i need to do tableau. Get like 5 certifications this year.
Hello, nothing yet. It's a weird time right now in the job market. While I'm still applying I have started the IBM Data analytics course. Just to compare the 2. Personally I like the IBM DA course. It goes more in depth than the Google DA.
this is the first "how to become a data analyst" video that didn't send me into a self-loathing spiral. This video gave me so much hope and clear steps. So many of the others cripple me with intimidation. Going into this line of work just feels like such an uphill battle, but this actually made it seem climbable. Thank you for giving me the hope to keep going.
I just started the Google Data Analytics Certificate on Coursera on September 21 2024. This marks the new beginning me. I never thought i would interested in something like this but ive learned so much from just the 1st course im currently on (Module 3 in Course 1) its crazy how data can and is being used in this day and age! Im so ready to complete this certificate because i know a new life awaits. I'll been in touch as i progress forward along in this Google Analytics Certificate ❤
Hi. I also started the course recently and I'm on the 4th module. I now understand that data isn't limited to charts and graphs. I do hope it's going well.
@SarahBurnette1007 no a basic 2010 pc could run coursera, to start the program, luckily most programs the google certificate uses are weblinks meaning no downloads
This is awesome, I’m so overwhelmed with wanting to do everything. I really needed a structured roadmap. I do want to try to become an analyst in three months, so I might have to apply to other analyst roles. But this helps a lot!
It’s real I self studied python into advanced level SQL and took a non credited course on Excel but it took me a month and a half after I started to familiarize with a professional settings with project and bootcamp and just now I’ll be starting in 2 weeks professionally I manage to get my foot on the door but doing almost everything she said I may not have a job as a data scientist yet but now I’m getting the experience needed but I still intended to go to university for my own accomplishment, make my momma proud and for formalities 💪💪
I truly appreciated your video. The way you teach the audience is incredibly clear. You explain complex topics in a way that's easy to understand, and the language you use is straightforward and engaging.
This was the MOST helpful and detailed video that gave me the best understanding of what a data analyst does and why to learn the specific tools. It's a lot of the in between information that was gold too. Thanks
I’m using a program called Springboard and the plan is exactly like you described the first months is about skills then projects and in last month we have a boot camp and lastly a career coach who’ll help us find jobs and create a resume
Great video Agatha! This is a golden nugget of a video that saves hours and hours of time searching how to begin data analysis! Love the simplicity of the information. Thanks 🙏🏼
Thank you for the roadmap. I have been in the field for 10+yrs and I still believe your roadmap is a great guidance to grow and refresh my path. I appreciate this very much!
This is one of the best video on this subject. Its like taking you by hand to step by step and practical example instead only says "put it in practice by growing your portfolios with some project" what project?
Hey Agatha. I found your channel while pondering on planning to have a better skillset I can use to land an accounting/data analyst job. Thank you so much for the resources. And thank you for sharing them for free. I’m too broke to buy resources right now. I hope God blesses you even more!
Thorough advice and examples for resources as well as descriptive goals for each skill set. Wonderful! I've heard that the entry level job market for Data Analysts is not great at the moment but I still want to go for it.
Glad the video helped! I talk about the market in this week’s video and what you can do to stand out ruclips.net/video/dAsE77Y4DPI/видео.htmlsi=SFTU3pPYh5gjQMz0
Thanks Agatha! So helpful. I’m currently enrolled in a Data Analysis Certification course and I started out using my bank statements…😂 Love your content!!!
Hello, could you help us with a video on how to do and find material for the data analyst projects in the 4th month of the learning route? a guide on how to find information to start a project, what tools to use and in each part of the process what tool to use (excelsql, tablue) thank you
thank you! im also trying to change career to data analyst after 6 years being in other work. fortunately, in my past job i used a lot of excel so without realizing i've been doing basic data analysis. i've took a learning path in linkedin, which introduced me to microsoft's application and now i wonder what should i do next. now your video helped me to know, now i have to learn SQL. once again, thank you!
Well structured and very informative! I took notes on this video so that I can review key points later. I think this will help me know what level I should achieve for each steps on the skills, Projects and Job Applications.
Incredibly helpful video, thank you for sharing all this. I'm just getting into this path in life and I'm still in the very beginning stages of it. This video helped make the path more organized for me.
Hi Agatha, thank you for sharing your roadmap in starting this journey. Interested in learning data visualization for a while now, and I want it to become useful too.
I really appreciate this video! I don't know why I started to learn SQL for fun, but I ended up really liking it so I wanted to look into jobs that would use that skill. I am at an intermediate level and not done with my course yet but I was kind of lost on what to do after that. So I am a little out of order but I just made a whole roadmap based on this info and some I already had and feel like I have a much better plan of what I am doing and what to move on to next. I am spending about 4 hours a day on it so I think this time frame is doable for me!
Exactly the video and guidance I need to hopefully start a life that no longer depends on charity. I've signed up on one your recommended platforms to get started! Thank you!
great sharing! love it, im thinking to learn phyton skills to b data scientist or data analyst, now tat u point it out. its true, entry level mostly require those 3skills.
thanks a lot your video was very insightful and very motivating 😊 I’m looking to restart my career and I was into web designing at start but I think now the job market trend is data related so I want to start scratch on data analysis let’s see how it goes I am committing for 6 months hope I land up to a job 😊
@@CelticSurferGaming I don’t blame you! I’ve been looking at remote careers/jobs to transition into. I was actually looking at business analyst as a possible career so I’m looking at options atm. I am looking at a bootcamp but they’re $10k. The value I see in those bootcamps are mentors and the network it offers. I haven’t fully made my decision yet to what I want to do. Keep me posted if you want to pursue anything.
@@SheDayTradesam start at the journey too am transitioning from software engineer to data analyst so am looking for some serious to keep on doing projects together and am sure if you stick to projects then in 2 months you should be good
Hey Agatha! Do you happen to have recommendations for certifications? Do you believe the Coursea Data Analytics one is good enough to consider for my' building my portfolio' stage?
This content helped me a lot, although I am already doing a data analyst course I found this video today and it gave me clarity... you had won me over congrats you are doing great!
Thank you so much . I will be following your guideline roadmap. Really appreciated 💕 i have huge interest in data analyst and i have zero knowledge on it. I am msc computer science graduated from uk having knowledge on web design only . Thank you.
![I.N "HALLUCINATION" | [Stray Kids : SKZ-PLAYER]](http://i.ytimg.com/vi/n5B5q1Hwt_U/mqdefault.jpg)
Thanks so much for the thoughtful comments! Feel free to connect with me on 📷instagram: instagram.com/agathaakang/ and through my 📬newsletter: agathakang.com/subscribe (free resume template in link)
I am currently a college student with no degree or professional experience and I just started the Google Data Analytics Certificate on Coursera. I'm leaving this comment to mark the beginning of my journey towards becoming a Data Analyst. I'm locking in and committing to this. I'll provide updates on how it's going every now and then. Wish me luck.
How's it going so far?
Same. Good luck, dude!
Same.
How is it going so far.
Just started
Still I the introductory aspect
I started yesterday the IBM course also in Coursera. Best of luck! I am close to finishing my bachelor's in biology also
I'd be glad to keep in touch as beginners and hopefully start advancing our careers if needed :)
@@RobinnaBiboHi how is it going?:)
I'm a junior in college at the moment studying Data Analysis, but unfortunately I have realized my college isn't actually preparing me for this career at all. I graduate next summer and I still don't have any technical skills. I am really grateful for your videos. I am a first-gen college student and I really hope to live a comfortable life without the struggles my parents had. I sincerely thank you for the wonderful information you give to people for free. I am going to work hard to follow a road map like this to reach my goals. Keep up the great work!
Thank you for sharing your experience. I am literally in the same position right now, first gen student, graduating next year with no experience and feeling like my degree hasn’t prepared me for the workforce. Give yourself some credit for taking the time out to research what to do outside of school and putting in that effort. I wish you the best for your career journey!
Literally in the exact same position we got this
same, i literally graduate in dec and just have mostly conceptual stuff to think about. I have to go back to actually practice this to be prepared for these interviews
So true, I'm in a similar position rn
I'm majoring in Business Analytics..and I'm confused as hell
I got an internship but it was totally a field work ( involves surveying people ). I had to leave it few days ago because of the heavy pressure of achieving targets, and toxic work culture...I want to start all over again, it surely gave me a reality check, and made me doubt If I chose the wrong career or smth
I wish you the best
Life is a trip, enjoy the road 😊
Thank you ! This is helping me tons. I’ve recently completed the Google DA Certificate but have felt stuck in starting my projects for the portfolio. And just really learning the skills. I had decided to focus on the 3 you mentioned in this video, so that’s my confirmation that I’m on the right track! 💕
Glad the video was helpful! It's overwhelming at first but break it down and follow the steps. Good luck with your journey!
Hello, I am considering taking google DA course. Is that really helpful according to your experience? Thank you
Is started the Google D A course but it's learning style didn't suit me. It is a person talking and talking. I switched to IBM Data analytics certification and liked it. It is very concise and solid.
@@arefwahb7771hello! I would recommend it as far as you have absolutely no background or experience in tech or data analysis. It introduces what the role is and introduces the main tools you will need for the job but you won’t be an expert at the end. I would go through it and absorb as much as possible but continue to learn outside the course itself. I don’t think it looks bad on your resume, it’s a recognized industry one but won’t get you the job.
You completed the certification and still felt stuck? That's not a good sign 😔
Thanks for this content! I started binge watching you and will begin my 6 month journey. :)
Love this! And I’m excited for you :)
Hey, how is it going with your data analysis journey. Just here to remind you.
I have decided to focus on data analyst roles now, already expertbin Excel, 10 years of experience and teaching, already good at SQL, computer science software engineering degree, MBA. Power BI experience. I did, php, java, C, javascript... back in collegue 10 years ago. Now i need to do tableau. Get like 5 certifications this year.
How was it, did you get a job?
@@kevinprieto8863No answer 😅
Finished the Google DA course in 4 days. I did my projects in a few days. And updated my resume. Then applied for jobs
Did you get a job!
Awesome, how’s is it going?
Kudos! How is it going?
Any updates?
Hello, nothing yet. It's a weird time right now in the job market. While I'm still applying I have started the IBM Data analytics course. Just to compare the 2. Personally I like the IBM DA course. It goes more in depth than the Google DA.
The way you explained is wonderful.
+
I'm a entry level in English but your explanation was completeley clear and make me got a good understanding. Thanks!
this is the first "how to become a data analyst" video that didn't send me into a self-loathing spiral. This video gave me so much hope and clear steps. So many of the others cripple me with intimidation. Going into this line of work just feels like such an uphill battle, but this actually made it seem climbable. Thank you for giving me the hope to keep going.
I just started the Google Data Analytics Certificate on Coursera on September 21 2024. This marks the new beginning me. I never thought i would interested in something like this but ive learned so much from just the 1st course im currently on (Module 3 in Course 1) its crazy how data can and is being used in this day and age! Im so ready to complete this certificate because i know a new life awaits. I'll been in touch as i progress forward along in this Google Analytics Certificate ❤
Hi.
I also started the course recently and I'm on the 4th module.
I now understand that data isn't limited to charts and graphs.
I do hope it's going well.
Hi! What computer specs do you need for that class? Would I need to get softwares? Thanks!
@SarahBurnette1007 no a basic 2010 pc could run coursera, to start the program, luckily most programs the google certificate uses are weblinks meaning no downloads
Wow! The Fact that you are providing so much value for free is just amazing! Thank you so much!
You're welcome! I'm so glad the video was helpful!
Great video thank you. Trying to build my skill set geared towards analytics and cybersecurity
Thanks so much and yes analytics and cybersecurity is a growing field!
Incredible road map! Tomorrow is September 1 so i will come back to be the witness on March ❤
How's it going? I'm just starting
@@tbakes1371 going well, though am late as my plans
This is awesome, I’m so overwhelmed with wanting to do everything. I really needed a structured roadmap. I do want to try to become an analyst in three months, so I might have to apply to other analyst roles. But this helps a lot!
Thank you for also providing examples of projects once finishing learning each skill
So glad this was helpful! If you have more time to commit, it’s possible to transition faster than I outlined!
It’s real I self studied python into advanced level SQL and took a non credited course on Excel but it took me a month and a half after I started to familiarize with a professional settings with project and bootcamp and just now I’ll be starting in 2 weeks professionally I manage to get my foot on the door but doing almost everything she said I may not have a job as a data scientist yet but now I’m getting the experience needed but I still intended to go to university for my own accomplishment, make my momma proud and for formalities 💪💪
Thank you so much for the roadmap!
You’re welcome!!
I truly appreciated your video. The way you teach the audience is incredibly clear. You explain complex topics in a way that's easy to understand, and the language you use is straightforward and engaging.
love this....start and then you learn....not learn then you start........
Yes! Best way to learn is just by starting!
Just got laid off. I'm starting this journey now! Thank you for the knowledge!
This was the MOST helpful and detailed video that gave me the best understanding of what a data analyst does and why to learn the specific tools. It's a lot of the in between information that was gold too. Thanks
I’m using a program called Springboard and the plan is exactly like you described the first months is about skills then projects and in last month we have a boot camp and lastly a career coach who’ll help us find jobs and create a resume
How is it going? Im going to start this soon?
Hi please what’s the name of the course you are taking?
How was it?
Thank you so much ❤ for sharing. I have started the process as you recommended, will see how it ends 😊
You're welcome and good luck! Very excited for you!
update???
update?
Update?
update ?
Great video Agatha! This is a golden nugget of a video that saves hours and hours of time searching how to begin data analysis! Love the simplicity of the information. Thanks 🙏🏼
Thank you for the roadmap. I have been in the field for 10+yrs and I still believe your roadmap is a great guidance to grow and refresh my path. I appreciate this very much!
This is one of the best video on this subject. Its like taking you by hand to step by step and practical example instead only says "put it in practice by growing your portfolios with some project" what project?
Hey Agatha. I found your channel while pondering on planning to have a better skillset I can use to land an accounting/data analyst job. Thank you so much for the resources. And thank you for sharing them for free. I’m too broke to buy resources right now. I hope God blesses you even more!
Wow what a break timeline and thoughtful break down of info!! Thank you!!
Thorough advice and examples for resources as well as descriptive goals for each skill set. Wonderful! I've heard that the entry level job market for Data Analysts is not great at the moment but I still want to go for it.
Please can we learn together
Glad the video helped! I talk about the market in this week’s video and what you can do to stand out ruclips.net/video/dAsE77Y4DPI/видео.htmlsi=SFTU3pPYh5gjQMz0
Thanks Agatha! So helpful. I’m currently enrolled in a Data Analysis Certification course and I started out using my bank statements…😂 Love your content!!!
if you developed data analytics skills program, i bet a lot of people would take it
This is crazy. I did not even know this was a career option!! I am 1000% looking into this more.
You are GREAT at explaining!
So glad I came across your channel! You are giving me hope and motivation to go after what I thought was a pipe dream. Thank you, Agatha ❤
Thank you thank you, I will follow your advice
Hello, could you help us with a video on how to do and find material for the data analyst projects in the 4th month of the learning route? a guide on how to find information to start a project, what tools to use and in each part of the process what tool to use (excelsql, tablue) thank you
Thank you for sharing your insight and structure!
THX for your motivating videos. I did recently stumble over your content and there is a lot of valuable information in it. /S.
So glad it's helpful! Yes keep going 🙌
thank you! im also trying to change career to data analyst after 6 years being in other work. fortunately, in my past job i used a lot of excel so without realizing i've been doing basic data analysis.
i've took a learning path in linkedin, which introduced me to microsoft's application and now i wonder what should i do next. now your video helped me to know, now i have to learn SQL. once again, thank you!
Thank you for sharing such clear steps! Didnt even realize im halfway there. You made it clear there's a way for me to elevate for career skillset!
Well structured and very informative! I took notes on this video so that I can review key points later. I think this will help me know what level I should achieve for each steps on the skills, Projects and Job Applications.
Can you share your key points in this comment? I want to check if it's better than mine (to learn) and apply them irl
This is a great video! Thank you for sharing all your knowledge and tips!
I have been searching for this! Thank you for sharing ❤
Best video I’ve seen so far. Thank you so much!!!
Great explanation! Thank you for sharing your experience!
Incredibly helpful video, thank you for sharing all this. I'm just getting into this path in life and I'm still in the very beginning stages of it. This video helped make the path more organized for me.
THANKS a lot for this road map, I am transitioning from Data center engineer to Data analyst.
You’re welcome! And good luck with the data journey!
Hi Agatha, thank you for sharing your roadmap in starting this journey. Interested in learning data visualization for a while now, and I want it to become useful too.
Great video Agatha! This is a great road map for beginners to start data analyst in right ways without time wasting.
thanks for valuable content
I really appreciate this video! I don't know why I started to learn SQL for fun, but I ended up really liking it so I wanted to look into jobs that would use that skill. I am at an intermediate level and not done with my course yet but I was kind of lost on what to do after that. So I am a little out of order but I just made a whole roadmap based on this info and some I already had and feel like I have a much better plan of what I am doing and what to move on to next. I am spending about 4 hours a day on it so I think this time frame is doable for me!
I'll be giving this a shot. I'll come back after 3 months. ❤️
Same
Eu fico muito agradecido, foram ótimas dicas e explicações, parabéns👏👏👏
Wow, I love this approach. Thank you for sharing! I’m saving this video as I want to get started and subscribing!
Exactly the video and guidance I need to hopefully start a life that no longer depends on charity. I've signed up on one your recommended platforms to get started! Thank you!
This is a very good plan. I've been trying to figure out how quickly I can get started. I'll be trying this!
This video speaks to me. Thank you!
Thank you so much mam
This looks really helpful
I will start from today 😊❤
Thanks that made everything clear for me
great sharing! love it, im thinking to learn phyton skills to b data scientist or data analyst, now tat u point it out. its true, entry level mostly require those 3skills.
Thanks. Your video give me a lot of tips that could guide me how to prepare myself to data analyst . much thanks.
You're welcome! I'm glad it was helpful
Thank you Agatha ! This was truly so helpful
I must say you made it look comprehensible to a new starter !
Thank you so much for this information. I really appreciate the information. Thanks again
wow you are so knowledgeable omg im binge watching videos of yours such value img etting literally bookmarking everything
Exactly what I needed to hear. Realistic expectations & achievable. Trying to change careers, so this helped a TON. Really appreciate the info.
You’re so welcome! Glad it was helpful and good luck with the data journey!
thanks a lot your video was very insightful and very motivating 😊
I’m looking to restart my career and I was into web designing at start but I think now the job market trend is data related so I want to start scratch on data analysis let’s see how it goes I am committing for 6 months hope I land up to a job 😊
Wow! Thank you! Your presentation is awesome...To the Point! More power to u :)
Thanks so much for watching :)
This was definitely very informative and will help folks thinking about moving to the data analyst field.
Thank you! Glad it was helpful!
Thank you so much for the video. Now I get started to prepare data analyst.
Yes! Good luck with the data journey!
Thank you. I appreciate videos like this where it’s straightforward and to-the-point. Subscribed !
Thanks for watching! And the subscribe! ❤️
I’m going to try this in 6 months because…. why not? I need a career change.
I'd be super curious to see an update 6 months from now to see how it goes. I'm considering a career change, too.
@@CelticSurferGaming I don’t blame you! I’ve been looking at remote careers/jobs to transition into. I was actually looking at business analyst as a possible career so I’m looking at options atm. I am looking at a bootcamp but they’re $10k. The value I see in those bootcamps are mentors and the network it offers. I haven’t fully made my decision yet to what I want to do. Keep me posted if you want to pursue anything.
@@SheDayTrades Since commenting on this, I've started the Google Data Analytics certification course. Fingers crossed. I'm nervous about Python/R.
@@CelticSurferGaming good luck! I was actually looking at that to see if it’s a good fit. How are you liking it so far?
@@SheDayTradesam start at the journey too am transitioning from software engineer to data analyst so am looking for some serious to keep on doing projects together and am sure if you stick to projects then in 2 months you should be good
Hey Agatha! Do you happen to have recommendations for certifications? Do you believe the Coursea Data Analytics one is good enough to consider for my' building my portfolio' stage?
Thank you so much for the video and the tips❤
Thank you, i will start today
How's it going so far? It's been 6 months already
Thank you for these videos, they're really helping me
I’m glad they’re helpful! Thanks for watching!
Thanks for sharing this powerful tutoring ❤❤
I going ahead with studying.
Thanks for this content. Such great advice I must say
You’re welcome!!
Thank you good info and starting point
This was helpful, thank you
This was really helpful. Thank you!
Glad it was helpful. Thanks so much!
Thank you so much for making this video ❤ it is very useful 🙏🏻🙏🏻🙏🏻
You’re welcome ❤️❤️
Hey, thanks for the content. Great advices, you are inspiring.
Hey! Thank you 🩷
This is valuable. Thank you Agatha.
You’re welcome! Thanks for watching
Starting my journey today!!!!!!
Great presentation and info. Thank you.
This content helped me a lot, although I am already doing a data analyst course I found this video today and it gave me clarity... you had won me over
congrats you are doing great!
Thanks so much! I’m glad the video was helpful ❤️❤️
Thank you, this helped sm!
Your trips are so insightful!!
Thank you for sharing your insights with us! I really appreciate this video. ❤
You’re so welcome!! ❤️
Wow, this was so informative! Definitely followed..
Thanks so much!! ❤️
Thank you Agatha, you just made my day easier.
You're welcome 😊
Fantastic answer to a question that plagued me for ages.
Thank you.. I have a Bachelors degree, but fall short on the technical piece. This is absolutely helpful..
Same..The technical part is not my strength either but definitely doable!
Thank so much.
You're a gem.
All the way from Ghana, Africa.
You’re welcome! Thank you for watching ❤️
This was a great video. Thank you 🙏
Thank you so much . I will be following your guideline roadmap. Really appreciated 💕 i have huge interest in data analyst and i have zero knowledge on it. I am msc computer science graduated from uk having knowledge on web design only . Thank you.
no fat straight to the point, subbed
Thanks for the video, i will try it.
You’re welcome!
i really needed to see this video right now. this helps me direct some of my next efforts. subscribing!
Glad it was helpful!!
Can we learn together?
I am looking for a study mate so that I can be serious
So helpful.. thank you 😊