Lemon8Lifestyle community

Automatically translated.View original post

Data Space Cafe
Data Space Cafe

15 followers

Follow
Follow
Follow
ภาพหน้าจอแสดงการวิเคราะห์ข้อมูลการจัดส่งใน ClickHouse Database โดยมีโค้ด SQL, ตารางผลลัพธ์ที่แบ่งช่วงเวลาการจัดส่ง, กราฟแสดงเวลาจัดส่งจริงเทียบกับที่คาดการณ์ และแผนภูมิโดนัทสรุปการจัดส่งทั้งหมด 1.86 ล้านรายการ พร้อมข้อความ 'ClickHouse Database Real-Time Analytics Open Source วิเคราะห์ข้อมูล "พันล้าน" ให้ทันใจ!'
1/2

You may also like

Top 3 Roles in Big Data Analytics for Marketing

Top 3 Roles in Big Data Analytics for Marketing

Yun JungYun Jung
16
Data Cleaning Techniques for Data Analysts

Data Cleaning Techniques for Data Analysts

Yun JungYun Jung
25
Why I switched to taking notes on my iPad

Why I switched to taking notes on my iPad

Rebecca R.Rebecca R.
267
How To Find What’s Trending FAST ⚡️

How To Find What’s Trending FAST ⚡️

InuriInuri
51
Why is machine learning in tech careers?

Why is machine learning in tech careers?

Yun JungYun Jung
23
See more on the app
See more on the app
See more on the app
2 saved
3

Open Source analyzes "billion" data suddenly!

ClickHouse Database Real-Time Analytics

Open Source analyzes "billion" data suddenly!

Want to do a fast-loading Dashboard?

Or a Big Data data analytics system that "doesn't have to wait a minute"?

Let's get to know ClickHouse.

Columnar Database Strong Wire from Open Source

That is designed to "analyze billions of rows of big data."

In "just a few seconds."

The highlight of ClickHouse.

- Query Fast Level Second - Processed with Vectorized Execution

- Supports Real-Time Workload - Ingest data is continuous without stumbling

- Save space - Columnar-style structure, compress super-value data.

- Scale Unlimited - Easy Node Boost Support Large Cluster

- Dual use with Grafana, Superset, Power BI, Kafka, Spark immediately

Popular Use Case:

- Log & Event Analytics

- Monitoring / Observability

- IoT Data Streaming

- Business Intelligence Dashboard

What kind of job does ClickHouse suit?

- Log & Event Analytics - Analyze System Data, Web Usage, or IoT Log

Monitoring & Observability - Used to create a Real-Time Dashboard

- Business Intelligence (BI) - Quickly retrieve strategic analysis.

- User Behavior Analytics - Real-time user behavior analysis

# ClickHouse # Database # BigData # Analytics # RealTimeData# Data analysis

2025/10/28 Edited to

... Read moreจากประสบการณ์การใช้งาน ClickHouse พบว่าระบบนี้ตอบโจทย์อย่างมากสำหรับงานที่ต้องประมวลผลข้อมูลจำนวนมหาศาลแบบ Real-Time เช่น การวิเคราะห์ Log การใช้งานเว็บหรือระบบ IoT ที่ต้องการความแม่นยำและรวดเร็ว การติดตั้งและตั้งค่าเบื้องต้นของ ClickHouse ไม่ซับซ้อน โดยสามารถบูรณาการร่วมกับเครื่องมือยอดนิยมอย่าง Grafana, Superset หรือ Power BI เพื่อสร้าง Dashboard แสดงผลได้ทันที โดยเฉพาะอย่างยิ่งเมื่อทำงานกับข้อมูลขนาดพันล้านแถว ภายในเวลาไม่กี่วินาทีเท่านั้น ที่ประทับใจมากคือเทคโนโลยี Vectorized Execution ช่วยเร่งประสิทธิภาพ Query ให้รวดเร็วและมีประสิทธิภาพสูง นอกจากนี้โครงสร้างแบบ Columnar ยังช่วยบีบอัดข้อมูลให้ประหยัดพื้นที่ จึงเหมาะกับงานที่ต้องสเกลระบบตามปริมาณข้อมูลที่เพิ่มขึ้นอย่างต่อเนื่อง นอกจากนี้ ClickHouse ยังรองรับการ Ingest ข้อมูลแบบต่อเนื่องโดยไม่สะดุด เหมาะกับงาน Real-Time Analytics อย่างการมอนิเตอร์ระบบหรือวิเคราะห์พฤติกรรมของผู้ใช้แบบเรียลไทม์ การจัดการ Cluster ก็ทำได้ง่าย สามารถเพิ่ม Node ได้โดยไม่กระทบต่อการทำงาน และรองรับการขยายระบบในอนาคตได้ดีมาก สำหรับใครที่กำลังมองหา Open Source Database สำหรับ Big Data ที่ตอบโจทย์การวิเคราะห์ข้อมูลขนาดใหญ่และอยากได้ความเร็วระดับไม่กี่วินาที ClickHouse คือทางเลือกที่น่าสนใจและใช้งานได้หลากหลาย ไม่ว่าจะเป็นธุรกิจที่ต้องการ Dashboard BI วิเคราะห์พฤติกรรมลูกค้า หรือองค์กรที่ต้องการระบบ Monitoring แบบ Real-Time ก็สามารถเริ่มต้นได้ทันที พร้อมกับชุมชน Open Source ที่เข้มแข็งช่วยสนับสนุนและพัฒนาต่อยอดอย่างต่อเนื่อง

Related posts

A career guide for Big Data Analytics in Marketing, showing a desk with a computer, tablet, and smartphone displaying an online shop interface, emphasizing digital commerce and data analysis.
Details for Content Marketing Manager and Digital Marketing Manager roles, including job descriptions, top skills like SEO and copywriting, and average salaries, set against a background of various cameras.
Information for a Marketing Data Analyst role, outlining responsibilities in data analysis, key skills such as SQL and Google Analytics, and average salary, displayed over a smartphone screen.
Top 3 Roles in Big Data Analytics for Marketing
Hello everyone! I wanted to share the top three roles in Big Data Analytics for marketing. Content Marketing Managers, Digital Marketing Managers, and Marketing Data Analysts are crucial in leveraging data to drive marketing success. These roles focus on analyzing data to uncover insights that shap
Yun Jung

Yun Jung

16 likes

A laptop screen displays data analytics graphs and charts, with text overlayed: 'Data Cleaning Techniques for analysts'. A yellow cartoon character with a lightbulb head and a 'Swipe' arrow are also visible, introducing the topic.
A laptop screen shows code, alongside a camera lens. Text describes data cleaning techniques: 'Data Profiling', 'Handling Missing Data', and 'Standardization', detailing how to analyze, manage missing values, and ensure consistency.
A light-colored desk with a partial view of a laptop. Text outlines further data cleaning techniques: 'Outlier Detection and Treatment', 'Correcting Data Entry Errors', and 'Data Type Conversion', explaining how to identify outliers, fix errors, and convert data types.
Data Cleaning Techniques for Data Analysts
Hello everyone! I wanted to share essential practices for ensuring data quality. Data profiling analyzes datasets for structure and completeness before cleaning. Effective handling of missing data uses strategies like imputation or deletion. Standardization ensures consistency across formats and un
Yun Jung

Yun Jung

25 likes

Why I switched to taking notes on my iPad
I used to love writing in notebooks, but after switching to my iPad, I can confidently say I’m never going back! Here’s why: ✨ Cuter Notes – Let’s be real…aesthetic notes make studying more enjoyable! I can use custom colors, cute stickers, and different handwriting styles to make my notes visua
Rebecca R.

Rebecca R.

267 likes

How To Find What’s Trending FAST ⚡️
If You Want To Start Posting Consistently But Have Zero Clue Where To Start… I Created 73 FREE Content Ideas For You! It’s Available At The Top Of My Profile 🍋 #contentstrategy #contentmarketingtips #contentcreationtips #contentideas #contentideasforsocialmedia
Inuri

Inuri

51 likes

Why is machine learning in tech careers?
Hello everyone! I wanted to share how machine learning is revolutionizing data analytics across various industries. By analyzing data, machine learning algorithms enable customer segmentation for personalized marketing, predict equipment failures for proactive maintenance, and detect fraudulent tra
Yun Jung

Yun Jung

23 likes

An image titled "SMELLS - Memory Crossing Time" features burning incense, a lit candle, lavender, and essential oil bottles. The text explains how scents are powerful spiritual messengers, bypassing logic to connect with memory and emotion, and lists common spiritual scent experiences and their meanings.
Spiritual smells
Sometimes Spirit doesn’t speak in words. It drifts in on a scent. A flower with no vase. Coffee when no one’s brewing. Perfume that belongs to someone you loved. Smell travels where time can’t interfere. It bypasses logic and goes straight to memory, emotion, and knowing. If a scent ap
Hug life 🌸

Hug life 🌸

9 likes

Carl Marks 🌹

Carl Marks 🌹

2 likes

I had to unlearn before I could ever truly see. Unlearn the voice that told me I was my own source. That I could build, become, and be without ever bowing my knees. I had to unlearn the soft lies that sounded like strength… but were rooted in self. “I am enough.” “I don’t need anyon
HoldOnEndure

HoldOnEndure

696 likes

His nose is stronger than a K-9. He smelled a bomb in a cast.
screenserenade011

screenserenade011

234 likes

A person with glasses and long hair takes a mirror selfie with a camera, sitting at a desk. The image has a text overlay that reads "5 Careers After a Computer Science Degree."
A blueprint sketch of a website interface serves as the background for text describing a User Experience (UX) Designer role, including salary range ($70k-$110k) and job description.
A dark desk setup with multiple computer monitors displaying code is the background for text describing a Data Scientist role, including salary range ($90k-$140k) and job description.
5 Careers After A Computer Science Degree!!
✨If you were wondering if getting a Computer Science degree is actually worth it, then the best way to find out is to look at the jobs you can get with it! If any of these jobs sound interesting to you then you might want to look at getting a CS degree! I am in my third year as a CS student an
CompSkyy

CompSkyy

147 likes

✨AI For Everyone ✨
🤖 AI isn’t coming… it’s already here! These tools are changing everything: ☕ Your morning: • 📧 AI writes emails (try Gemini) • 📸 AI edits photos (like Photoshop AI) • 🗣️ AI voice assistants schedule meetings 💼 At work: • 📊 AI analyzes data in seconds • ✍️ AI drafts reports and presentati
BinodBabu

BinodBabu

24 likes

SPMA MEDIA GROUP

SPMA MEDIA GROUP

2 likes

I HATE how my brain over analyzes EVERYTHING ughh #tiktokshopaffiliate #tiktokshopaffiliateprogram #ttshop
vi0letred

vi0letred

1 like

AS A CHRISTIAN YOU NEED TO DO THIS!
Even in the midst of life’s toughest storms, our focus should be on God. When we direct our thoughts and hearts toward Him, He will lead us to the solution. Trust in His timing and let His peace guide you. 🙏✨ ‘You will keep in perfect peace those whose minds are steadfast, because they trust in
🤎Alija 🤎

🤎Alija 🤎

38 likes

A journal with handwritten affirmations and a pen, titled "Why you should journal." Overlays include the date, time, and words like "JOURNAL" and "WRITE IT DOWN." A pink lotus logo and "SWIPE FOR MORE" are at the bottom.
A light pink slide titled "One," stating that journaling helps with "Stress and anxiety reduction" by managing anxiety, reducing stress, and identifying triggers. A pink lotus logo and "KEEP GOING" are at the bottom.
A light pink slide titled "Two," stating that journaling helps with "Depression coping." A pink lotus logo and an arrow are at the bottom.
Nine reason’s why you should start journaling….
Deshaye Andrea

Deshaye Andrea

2 likes

A person studying the Bible, with a physical Bible open to Genesis, a tablet displaying a Bible verse, a mug, and a pen in hand, indicating a quiet study session.
A close-up of an open Bible, highlighted on Psalm 27, titled 'David Is Confident in God's Power,' with the verse 'The LORD is my light and my salvation; whom shall I fear?' visible.
An open Bible showing 2 Corinthians, with handwritten sticky notes reflecting on forgiveness, spiritual gifts, and God's overflow of grace.
📖✨ Nourish Your Soul: Read & Study the Bible✨
✨Spending time in **God’s Word** isn’t just reading—it’s **renewing your mind, finding peace, and growing spiritually**. 💖 Whether you’re just starting or deepening your faith, **daily Bible study** can bring clarity, strength, and wisdom. ✨ **Start Small** – A verse a day can change your mind
💋✨Pretty Hustle Academy ✨💋

💋✨Pretty Hustle Academy ✨💋

5 likes

Hello nurses, Trust me with your classes and be assured of DISTINGUISHED performance and a smooth path to completion, all within one billing cycle. #fyp #viralvideo #capella #assignmenthelp #nursingstudent
The Nurse Educator

The Nurse Educator

1 like

Side hustle alert 🚨
Let’s take a look 👀👇🏻 I’ve always been a workaholic who prioritised my business. I could work to the extent of not eating or sleeping late and I took pride in it! But ever since I became a mom, my priorities changed… Suddenly it was no longer about me or how I would like to work, it’s all
Tees_Love🤍

Tees_Love🤍

2 likes

Medical Technologist
Welcome to the world of medical technology. There is so much to unpack about this field. If you are an introvert, this is the job for you. Many will not know who you are or what you do, but what really matter is that you are helping to save lives. From making blood for blood transfusion during surg
Camizzle

Camizzle

51 likes

Data Analyst VS. Business Analyst
Hey, wanna know the differences between these? 🤔 I've broken it down for you. Check it out! 🤓 If you want to learn more, visit my blog (link in my bio). 🌐 #dataanalyst #businessanalyst #datascience #datatechjob #visualization #trends #insights #dataengineering #studywi
Lucky Girl 🥰

Lucky Girl 🥰

9 likes

PTSD- Let’s talk about it
Some future discussion topics for our podcast
Rebecca Egly

Rebecca Egly

6 likes

A smiling woman with glasses and a nose ring, with text overlay 'JOHN MCARTHUR BIBLE STUDY OVER ACTS'. White star graphics and the Lemon8 logo are visible.
John McArthur Bible Study Over Acts ✨
We started Bible study this past Sunday and wow, it’s so good!!! I plan to do a post of a more in depth version of the Bible study guide. I’m going to attach the link https://churchsource.com/products/acts-the-spread-of-the-gospel #knowingbible #biblestusy #biblecrazy #findgod🙏🏼📖
Gracie! •ᴗ• ✞

Gracie! •ᴗ• ✞

5 likes

ADHD demand avoidance with a real solution. It’s not stupid if it works 🤷🏽‍♀️ #adhdlife #adhdtips #adhdisreal
Julianna 🧠

Julianna 🧠

10 likes

Sarah Ferguson’s Epstein Ties ERUPT — “Supreme Friend” Label Sparks Outrage! #news #royal #viral #royals
Ribama GeGa

Ribama GeGa

0 likes

🔑 Reality Check: One Source of Income?
In today’s world, relying on just one source of income can be risky. What happens if that one source suddenly stops? 😟 It’s time to think bigger, diversify, and create new opportunities. Whether it’s a side hustle, investing in your skills, or exploring new ventures, building multiple streams of
Digitalmarkedtingdiva

Digitalmarkedtingdiva

1 like

OPENAI SIGNED PENTAGON
In 2023, OpenAI signed contracts with the Pentagon. Employees revolted. Petitions circulated. Engineers threatened to quit. The company that promised “safe AI for humanity” was building systems for the military. Sam Altman’s response: “We’re not building weapons.” The contracts were for c
Zona

Zona

3 likes

Source here
elevii1

elevii1

0 likes

An iPad displays the Notability app, showing "University" notes with "Cybersecurity" and "Programming" notebooks. A stylus rests beside the tablet, illustrating digital note-taking organization.
Four iPads showcase diverse Notability notes, including "Wireless Security Protocols" with diagrams, "Subnetting" with network visuals, "OSI model" concept mapping, and "TCP/IP model" with color-coded highlights, demonstrating visual learning and organization.
Three iPads display Notability notes on "Tools for Protecting Business Operations" for organized reading, "Introduction to Linux, SQL, and Python Programming" for key terms, and "Create a Cybersecurity Portfolio" for quick reference, showcasing effective study methods.
How I Stay Organized and Take Notes in Notability
Staying organized is key to my success, and Notability helps me keep everything on track! I organize all my notes by class into separate notebooks, making it easy to find exactly what I need when it’s time to study. Here’s how I make my notes clear and effective: 1. Draw Diagrams & Use Color
Rebecca R.

Rebecca R.

8 likes

Andrilys AnalyzesBook Review
Andrilys Marte

Andrilys Marte

0 likes

#landman #tvshow #billbobthornton #paramiuntplusuk #thewarbetweenlandandsea
Sugar movie~

Sugar movie~

0 likes

3 books I purchased recently
I have 20% off for my birthday month at Indigo, so these are the 3 books that I purchased! 1. Economics in One Lesson by Henry Hazlitt > This book provides a clear, accessible explanation of basic economic principles by illustrating the impact of economic policies on both the immediate and l
BATE by Rana

BATE by Rana

12 likes

The image is a title slide asking "What is SPLITTING In BPD?!" in blue and red text on a black background, with a small, glowing ghost illustration at the bottom right.
This image defines splitting as a subconscious defense mechanism where a person sees things as all good or all bad. It notes that splitting is common in BPD, linked to emotional dysregulation, and causes rapid shifts in emotions and relationships.
This image explains that splitting is triggered by emotional distress or perceived threats, such as fear of abandonment, feeling criticized, experiencing stress, or reminders of past trauma. It is an automatic response to cope with distress.
What is bpd splitting
BPD splitting, also known as "black-and-white thinking," is a common defense mechanism in individuals with Borderline Personality Disorder. It involves viewing people, situations, or oneself in extreme, all-or-nothing terms. For example, someone with BPD might see a friend as perfect one mo
🦋Aqua Moon✨

🦋Aqua Moon✨

524 likes

Manga Recommendation
Absolutely love this series!!! Its sooo cute and a slow burn. Im hoping they get together. Also the plot is sooo good. #bl #blmanga #mangarecommendations #manga #mangafyp
marie

marie

21 likes

An image titled 'HERE'S WHAT YOU HAVE TO KNOW About AI coming for your bag this summer modeling season' shows a human woman and a robot woman confronting each other, symbolizing the competition between human models and AI in the industry.
A table compares 'AI Advantage' and 'Human Advantage' across categories like Speed & Volume, Cost Efficiency, and Personalization, detailing how AI generates content quickly while humans add depth and nuance.
Four Black women pose, each with unique lipstick art on their lips representing different country flags, illustrating 'Country flag lipstick art photography' as mentioned in the article.
WHY is AI is taking YOUR BRAND DEALS ⁉️🤬
🏦 collaborate with other content creators who are actively trying to differentiate themselves from Generative AI 📌 save this post so you can use it later 👍🏾 follow us to learn how to make money as a model in a future with AI #makemoneyfromhome #blackgirlcontentcreators #blackgirlinf
💄📸Chukwunonso

💄📸Chukwunonso

2 likes

An overhead view of a Bible opened to Matthew 6:25-34, a spiral notebook with handwritten notes on Matthew 6:33, highlighters, and a red mug. The image is overlaid with the text 'Bible Verse Study'.
A close-up of a spiral notebook page with handwritten notes on Matthew 6:33. Sections include 'Context,' 'Q's to Ponder,' 'Focus on small words,' and 'Breakdown,' defining terms like 'His Kingdom' and 'All.'
A close-up of a spiral notebook page continuing the Bible study notes. It covers 'Righteousness,' how to seek God's will, and the meaning of 'All' in Matthew 6:33, emphasizing God's provision.
Bible Verse Study
So, I did a Verse Study today on Matthew 6:33, and ya'll... it was soooo good. This is such a powerful piece or scripture because it honestly has the power to change our whole lives. When we really understand it, and choose to follow it, our lives suddenly go from us-centric to Christ-cen
Shani

Shani

5 likes

A title slide for '5 TIPS ABOUT THE 2025 TikTok Algorithm' features a blurry background of a person using a laptop. The bottom includes 'lemon8 SHARE @techlady08 SAVE'.
This slide explains how TikTok's algorithm analyzes user interactions like likes, shares, comments, and watch time to recommend videos aligning with user interests. Source: sproutsocial.com.
This slide details how video information, including captions, hashtags, and sounds, is crucial for content categorization and discoverability on TikTok. Source: sproutsocial.com.
TikTok algorithm tips
techlady08|UGC

techlady08|UGC

4 likes

CHATGPT ANALYZES THE 2024 ELECTION RESULTS!
#election #kamalaharris #Trump #fyp #foryoupage
Raw Cognizance

Raw Cognizance

40 likes

See more