Stock Market Analysis with Pandas Python Programming | Python # 6

Let's reach 100K subscribers 👉🏻 kzbin.info?...
Table of Contents:
00:00 Intro
02:24 Pandas
03:24 Data Readers
03:51 Jupyter Notebook
04:36 Reading GOOGLE stocks
06:03 Stock Price Visualization
09:21 Tesla x Ford x GM stocks
12:32 Opening Prices
13:44 Volume Traded & Interpretations
17:37 Market Cap
22:15 Moving Average
26:04 Correlation and Scatter Matrix
34:56 Daily Percentage Change
37:47 Volatility
41:59 Box Plots
44:57 Cumulative Return
52:42 Summary
Instructor: Dr. Ahmad Bazzi
Browser: www.google.com/chrome/
Google: www.google.com/
Pandas: pandas.pydata.org/
DataReaders: pandas-datareader.readthedocs...
Pandas Tutorial: • Pandas Python Programm...
NumPy Tutorial: • NumPy Linear Algebra |...
Python Tutorial: • Python Programming in ...
NASDAQ: www.nasdaq.com/
FRED: fred.stlouisfed.org/categorie...
Tesla: www.tesla.com/en_eu/models
Ford: www.ford.com/
General Motors: www.gm.com/
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[@emmettlawlor3548]

Not a single advertisement in place. You deserve my €9000 tuition.

[@AhmadBazzi]

Wow Emmett, I am humbled by your comment !! Glad you found the video useful.

[@RaisNation]

me also my pleasure 😊

[@elenapetronel5852]

31:37 日本のローソク足チャート 🏯

[@aryamaan76]

This is by far the best tutorial i have seen on youtube.Not just the python knowledge but also the finance concepts which have been taught here are just amazing.Using this for my resume.Thanks Ahmad!

[@sandipkoch6047]

University professors should learn from you. I would love to invite you over a cup of coffee of my way of saying thank you.

[@kristianbrenton8655]

More like a virtual coffee !!

[@sandipkoch6047]

@@kristianbrenton8655 xD

[@afroozshariati6331]

I've found you today while I was looking for a course about python stock analysis to buy and then you are here for free, and you are great. Most of the youtube instructors are knowledgable but they are terrible teachers. but you are doing a good job. Thank you!

[@AhmadBazzi]

Welcome aboard Afrooz !! Glad you found something useful in my tutorial. Let's interact and let me know if you have any questions.

[@justadimarco8521]

That's right @afrooz

[@MartinVit1997]

did you get better in stock analysis in a past year?

[@alexanderdumitru3940]

This was awesome @Ahmad Bazzi. It helped a lot to understand this topic and how to do it with Python Pandas. Thank you very much for sharing this video. Could you please make a second video with a more deeper analysis like with prediction models and A.I. like deep learning?

[@AhmadBazzi]

Hello Alexander, I’m glad you found the tutorial useful. This is a pretty amazing idea worth investing time on. Stay tuned for the coming tutorials by subscribing to the channel 🙏🏻

[@alexanderdumitru3940]

@@AhmadBazzi Thank you for the message. I already subscribed because of the hope of a second tutorial with deeper analysis and to support your channel. Already recommended this video to my study colleagues ;-) Such real-world cases really help to learn Python with jupyter notebooks, which we use in our Master class.

[@ayushkurlekar2493]

Wow, simply awesome. I mean there is no one on you tube who has explained this way. Superb! Respect !

[@naslizlenir]

Ahmad Bazzi ft. Desiigner 🐼🐼🐼🐼🐼🐼

[@alexparsons909]

This was such a great video. Any plans on doing a part two of this like more complex graphs and analysis?

[@AhmadBazzi]

Hey Alex, glad you found it useful. It means a lot. Actually, yes i’m always researching new ideas in the stock market domain with connections to programming and predictions/forecasting. We do have a new related video herein: Algorithmic Trading Bot on Python & Stock Market Analysis kzbin.info/www/bejne/f32km5-YbK55mpo

[@sensuousyou]

Greetings Ahmad. Your content is the best I've found on KZbin on Data Analysis. Your tutorials are comprehensive but concise and excellent quality. You really know your stuff. Thanks for all your great work! Peace & Blessings!

[@ZzZzZiggy]

This was brilliant! I've been studying Python for data analysis for a few weeks now and I needed some practical examples. Suffice it to say, this more than delivered! Beautifully explained!

[@dannyhorn4270]

This is a thank you note which i’m sure you will never read. I failed my course on Python, but this lecture helped me so much. I kept hearing your voices in my head as a guide through my test. Now I’m sophomore. Ahmad, kisses and hugs from the USA 🇺🇸

[@kristiandilov5249]

You have no idea how sad I was this video had an end... The best thing I've watched on youtube! Thank you!

[@abdullahmunir4369]

Man, I simply love the humor of both of them. A great lesson in itself to take life not so seriously every single second. That is how they have succeeded and lived for so long.

[@debokysaha3101]

This is the best video I have found on Stock Market. Thank you so much for an amazing explanation.

[@oa3015]

videos like this make KZbin a lot better than so many universities. Thank you, Ahmad!

[@forevergame6566]

The best & honest explanation I have ever got. Cheers Ahmad

[@EnsaladaP]

I love all your Python courses!! You are the best, wish I found you before.

[@manyes7577]

you are really an amazing lecturer. thank you for show us how powerful the tool is. i have learn a lot from your tutorial.

[@beckywong894]

Learned so much from this video! Very concise and easy to follow. Subscribed!

[@kennedicorinne3032]

I subbed guy is highly knowledgable

[@malihawasim]

Thank you very much for such an easy demonstration of stock price analysis using pandas.

[@suleymanulku5466]

I love your content so much, really. Your stuff is amazing

[@Neron_.1]

True financial sages, it’s beautiful to live in the same era and listening to such wisdom

[@kettnsaeg]

Thank you verry much for creating this tutorial. I've previously done something similar as hobby project but I really liked your approach. I compared a MSCI World variant to a Emerging Markets ETF. Especially comparing the KDE plot and the cumulative returns for these ETFs was really interesting.

[@SnowfallApp]

You are a genius. You have showed diverse methods of analysis. You wrote candlestick code so easily. Excellent tutorial.

[@adyady6640]

That determination in your voice is awesome. Like

[@swatickmajumder9751]

I am new to the data scientist field and so far i am enjoying all of the practices and so far this is the best stock market analysis video i have watched and really helped me know so much about data analysis related to stocks. Can you please upload a link to your notebook so that i can take a look into it. It would be really helpful.

[@apurvaparekh9364]

Excellent Stuff...so very clearly explained .. thanks brother. god bless.

[@masalerten3052]

QUALITY AMAZING SUPERB CONTENT !!! I subscribed

[@Eomar_news]

This is an amazing video. Thank you!

[@azenj7931]

this was amazing! thank you, sir!

[@wf645]

This is Awesome ! Subscribed !

[@enescicek6705]

Thank you Ahmad for you content I enjoy them a lot.

[@dishonmwabashfano3627]

Superb Job. Thank you Dr Ahmed.

[@erdemkagnici9771]

Thank you very much for this series. :) :)

[@osmandumbuya266]

Thank you so much, Dr. Bazzi, thank you for your awesome presentation. I learned a lot on how to use statistical concepts and visualizations. I would like you to guide me on the correlation between stock prices and volumes in the same data frame using Python. I'm a beginner in python . Thank you.

[@dayzildayzil4140]

this video has helped shed light on some

[@slickwillie3376]

Super informative! 😃

[@cmrncrick]

Very informative!!! Thank you!!!

[@faridparvez]

Great video, very clear. Please make a video on roadmap to learning python from scratch, specifically for stock analysis, chart analysis, getting trade signals using charts and statistical analysis of stocks. I mean create a roadmap on the course tailored cut for only stock analysis . Regards Farid

shukran Ahmad 🙏🏻

[@adriangaming5764]

This is amazing thanks guys will get in touch with her right away

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Very good information, thanks.

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Great lesson to learn from.

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Thanks for the recommendation

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I study at SKEMA business school and this is dope.

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Great teaching

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Well good. U got time. Not everyone is talking about it. Most people do not own btc. So take your own advise and dont miss out.

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Very interesting perspective.

[@fofoka_fs]

Ahmad my man, I’m a new subscriber and a kinda new to investing, will more lectures like this come up ?

[@seksek3327]

I'm glad someone trusts me to do it when I myself don't.

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Thanks for the recommendation guys really need to get her info

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Yes, and like stocks when the sell-off starts, it is always the big fish who kick it off and its over before you even heard about it.

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exactly what i was/am hoping for by

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Interessant ein Investor Steck dahinter aber Mann kann sagen 😇 ein gutes Idee ist das schon

[@ceaxatv215]

Yes. That is the plan.

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This is true in so many areas of life

[@lucas-sq1js]

Habibi this is amazing. I just subscribed to your channel with all my 5 accounts lol. Plz upload more videos.. let's reach 100k subscribers!!!

[@tiankang3918]

Brilliant!

[@AhmadBazzi]

Glad you enjoyed it !!

[@mixicious]

The most important lesson I've learned over the years, don't listen to people in the comment section of KZbin.

[@ardayavas1051]

She's awesome we love you❤️

[@CaribouDataScience]

How do I format the y-axis so that it displays the complete stock volume? sea.lineplot(x='Date',y='Volume',data=GE)

[@aliismail3872]

perfect Sir..

[@shafeeqshafi1205]

Really usefull

[@nimoedit8200]

maybe not everyone's dream is creating a start up :D you're definitely helping motivational speakers build their dreams though, good for you

[@neptunefinance]

Candle sticks : import mplfinance as mpf mpf.plot(LVMH,volume=True,style='yahoo',type='candle')

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Super content

[@erdemkorkut6591]

I remember as a schoolboy long ago, I was taught that the real money made in the Gold Rush was not made by the miners, but by those who equipped and supplied them. Thanks for reminding me.

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Thanks for the information Above guys

[@TheCrackedFX]

very good video

[@YT-PrasantGaming]

This is really helpful for my situation,, thanks guys I will try her!! But do you know how much will be good for a start let me know if I can do this!!

[@ajaydeshpande6374]

Hey Ahmad! Totally enjoying this video! Can you share the notebook here, so we can take a look at the whole thing at once for future reference?

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She has made success easier than we thought

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Her method surprises me

[@vutnoorisreekanth]

thank you

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You seem to be doing excellent for yourself,

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Just checked Brenda's profile at the IAPD her licences and certifications are insane. I am definitely contacting her

[@CarCrashesCompilationTv]

I wouldn’t say that. Everyone always talked about the greatness of gold and knew its potential and it keeps increasing in value and will continue to do so

[@flemishempire5459]

Still trying to figure out my 16000 dollars per year fee to the university when I learn from KZbin for free. Thanks KZbin and Google for directing me here.

[@adrianakitowska773]

Damn right on point bro !

[@iremkoyun3272]

Hello! Thank you for these tutorials, they are awesome. Can you recommend any good book(s) about analytics with Python?

[@jamesglimco4371]

Pandas for Everyone by Daniel Y. Chen

[@jamesglimco4371]

Even if you’re a beginner with python it should still be understandable

[@HasleyExpress]

With the addition of smart contracts it even makes fully automated loans and mortgages feasible.

[@basantashraf126]

Having monitored my portfolio performance

[@sajjjjananin]

Warren nails it I think. It's partly about values in that his investments are to a large degree social investments and they have a repercussion for a community and come from a place in the past where community mattered more. The success of an investment was tied to the care for others. Crypto doesn't seem like that at all and I can see the correlation with gold, although gold does have some uses for sure.

[@faridparvez]

if I want to code an indicator which is a line that connects price points (actually pivot points), high, low, and closing prices as required in a chart. the pivot points should have a certain percentage price difference as I want, thereby filtering out price movements of lower amplitude. I need to code such indicators and strategies . I need a roadmap to such coding knowledge of python specifically for stock analysis. Regards Farid

[@gkmn-brawlstars6966]

She's awesome we love you

[@liveautomationexperts]

cumulative return is same as regular stock. only difference is stock price at start is one in cumulative

[@GastrologChef]

What exactly would you invest in US currency, if you chose to do so?

[@wildcatlife4880]

yes!

[@justicq5209]

It's possible to produce superior performance provided you do something different from the majority. However most of us tend to pay more attention to the shiniest position in the market cost of proper diversification

[@kanikatomer1076]

what do you think i sould be buying and when?

[@tomasnemecek9023]

31:28 that laugh made my day.

[@ernestinehansell6404]

😂

[@cihankendirci3878]

can all this be done also with Colab or even tensor flow by Google ?

[@polonepolone1091]

having the opportunity to buy the real dips on good project.

[@tzy9962]

Absolutely 100%

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Well this not my first time of seeing her name on social platform. I think she's extremely brilliant and lucrative at same time.

[@brawlstarshayran4075]

It is first generation DLT, Ethereum is the second generation and Hedera Hashgraph is the third generation. Hedera is Fast, Fair, Secure, Efficient, Compliant, and Governed -- and the real-world uses encompass all industries -- it truly is the future for DLT.

[@editormach2752]

Thanks a lot I just sent her a message and she attended to me nicely, such a nice lady❣️

[@lushmusicentertainment3659]

Agree

[@alexng5056]

Best