I added Kanagawa, Chiba, Saitama, Osaka, and Aichi as well. With this, the project is complete. I learned a lot 😊

This week I worked on the task of aggregating and visualizing keyword data using Python to support marketing strategies. I could create a powerful framework by increasing the data sources, incorporating recommends from machine learning and gen AI, and automating tasks☺️

Web scraping is easy to learn, but it offers an impressive experience of automation. By combining it with generative AI, it seems possible to automate even further processes. Would be a good idea to study "Basics → Scraping → Gen AI", for quick practical Python use.

Many SEO consultants often make irrelevant proposals, and one reason for this could be their lack of understanding of the scopes of the in-house team, role, resources. It might be beneficial to start working for content editing work to have a better understanding in the business

I wrote a blog post. It’s a script I’ve been using frequently lately. It’s especially useful for tasks like classifying a large number of keywords in SEO. 🔽How to apply ChatGPT API to each row on Google Sheet using Python heysho.com/en/python-chat…

Lately I've been learning about LangChain through books about AI Agent. It would be great to create an AI agent for SEO tasks. ☺️

About Aussie B-girl RayGun, I thought she did really well from my perspective. She was confident, demonstrated creativity and originality with good attitude on battles, representing her hometown as well. It would be good to know the history of breaking to understand her dancing.

Simple way to forecast next year’s sales for B2C businesses using Python’s Prophet 1. Predict next year’s search volume for brand name based on historical data from Google Trends and Google Keyword Planner 2. Forecast next year’s sales using the data with historical sales data

Lately I’ve been listening to playlists by Green Assassin Dollar for my work BGM. I would highly recommend☺️ youtu.be/2BCe_J1jzfA

I'm not sure if it can be called a Japanese startup, but the Series A funding of $100 million for Sakana AI was impressive news. It seems they are hiring engineers from around the world with visa support, and I hope this will spark excitement in Tokyo's AI startup scene! 😊

I tried using ChatGPT o1 a bit. It seems like it will be useful when I encounter infinite loops in code debugging or when generating code from scratch. It could also be utilized as an AI agent for data analysis once the API is released.

Tips for using Python in the company's digital marketing operations: ・Use Google Colab to avoid being affected by the environment ・Collect data from GA4, GSC, and Google Ads through Google Sheets add-ons (many companies do not use BigQuery) This allows you to focus on coding.

When you’re feeling frustrated about something, it’s good to read Ryūnosuke Akutagawa’s short story “The Nose.” It’s about a protagonist who was troubled by his large nose. One day, he received a treatment that made his nose smaller, but his troubles did not disappear.

I decided to only use ChatGPT’s paid version and my own tools for generative AI tools, but recently Perplexity has become so popular that I needed to start using it. It’s convenient for quickly searching for things like today’s plans☺️

How to automatically generate recaps for Company's Teams meetings: • Record the meeting and enable transcription • Download the transcription from MS Stream • Upload the file to Copilot and summarize It's a practical approach for non Copilot Pro users.

If you want to start a new business, I would suggest to conduct SEO keyword research. It's a fast, efficient way to understand market demand, current trends, and your competition, helping you identify the right content to create.

I wonder if the AGI that Sam Altman mentioned in the interview was referring to o3. If it's released next year, becomes more affordable, and gets integrated into various AI agents, it feels like the spread of AI could significantly accelerate.

My 2025 Goal is ... I'll create an AI agent that can produce large amounts of high quality content automatically, which will change how we do content marketing. I also aim to reach singularity in SEO and content marketing, contributing to the vision of Sam Altman and OpenAI.

Really impressed with Cline! Claude MCP is interesting as well in a long run, so I need to learn more about MCP servers.

Lately I joined a study group called Moku Moku Kai and it was great! We started with intro then work with personal project, and shared the progress afterwards. It was the most enjoyable work session I've had in ages, and I'm really looking forward to working with everyone again😆