As we all know, ChatGPT is the brand name of the AI service offered by OpenAI. Similarly, Bard is the brand name of a similar AI service offered by Google (In this article, we focus on ChatGPT).

ChatGPT is a generative AI model, which can generate human-like responses when prompted with text-based inputs.

So, what is generative AI and what can it do?

Versatile Capabilities of Generative AI

With a given prompt, generative AI can perform tasks such as code generation, document summarization, information extraction, marketing campaign creation, and even serve as a virtual assistant or chatbot.

But how can it generate content?

Well, it trains its AI model by utilizing components of Artificial Neural Networks (ANNs) with a large amount of existing text, audio, or video-based data as input data.

Limitations of Generative AI (WRT ChatGPT 3.5)

Can it give you an answer by analyzing the data you provide as input?

If the question inputs are simple, it can, but it can’t do it if we need to analyze the situation and predict all possible scenarios. Also, it doesn’t always provide the correct answers.

The Need for Advanced AI

Let’s assume that I have a dataset about an advertising campaign and I did research about my customers who consumed my products in the past, and I have so many data points about those customers, including their demographics, buying patterns, buying behaviors, educational and earning capacities. Based on the data, I am planning to launch a new product, and I need to develop potential product scenarios with AI. I cannot do that with the existing GPT-4.

The Future with AnalyzeGPT

So, can I achieve such a result with these AI technologies? Yes, we can. According to rumors and some AI leaks, the OpenAI team is currently working on a project called AnalyzeGPT/ InstructGPT, and its main goal is to address the mathematical reasoning issue in the current model.

There are research papers and publications on InstructGPT by the OpenAI team, and you can access them via the following link. (Link: InstructGPT)

Insights from a Chat with BingAI

Here are some screenshots of the chat I had with the GPT-4-powered BingAI chat tool (chat date: 2023-07-05), which has revealed more details about the AnalyzeGPT project. At a certain point during our conversation, it asked me not to reveal this secret to the public. ????

According to leaks from Bing Chat, it is scheduled for release in September 2023.
(I waited as promised ????)

Future Speculation

However, with the recent Microsoft event (2023 September 22) and the launch of Microsoft Copilot, the rumors will likely become true in the near future.

The post Unlocking the Power of ChatGPT: The Future of AI and AnalyzeGPT appeared first on Maths Guy.

AVG(CASE
WHEN REGEXP_MATCH(WEEKDAY(Date), "0" ) THEN 6
WHEN REGEXP_MATCH(WEEKDAY(Date), "1" ) THEN 0
WHEN REGEXP_MATCH(WEEKDAY(Date), "2" ) THEN 1
WHEN REGEXP_MATCH(WEEKDAY(Date), "3" ) THEN 2
WHEN REGEXP_MATCH(WEEKDAY(Date), "4" ) THEN 3
WHEN REGEXP_MATCH(WEEKDAY(Date), "5" ) THEN 4
WHEN REGEXP_MATCH(WEEKDAY(Date), "6" ) THEN 5
END )

The post Google Data Studio or Looker Studio? appeared first on Maths Guy.

The Background

Before exploring the beauty, let’s look at the background of these searches. The most searched term for the period of 5^th July 2020 to 5^th July 2021 are as follows. (Source: Google Trends)

What are the nations most search the term “SEX” on the internet?

1. Sri Lanka
2. Ethiopia
3. Bangladesh
4. Nepal
5. Vietnam
6. India
7. Pakistan
8. Myanmar (Burma)
9. St. Helena
10. Zambia

According to these results, 7 Asian countries are in the top 10 search list.

Are there any other terms used for search adult content on the Internet?

There are other search terms, but they are not as popular as the term “Sex”. The other terms we selected in this study are “PORN” and NUDE”. Let’s explore the background of all search keywords by comparing them with the term “SEX”. As per the below graph, “Sex’ is the most preferred term used to search adult content. (Source: Google Trend, 1-year data from 6^th July 2020 to 6^th July 2021)

The top 5 countries which search all three terms are 1^st place – Vietnam, 2^nd place – Sri Lanka, 3^rd place – Bangladesh, 4^th place – India, and 5^th place – United Arab Emirates

Dig Deep and Explore

With the above background information, let’s see if we can see any patterns from these data. Let’s explore monthly, weekly, daily results for each country separately.

1.) Vietnam

30 Day Trend

7 Day Trend

24 Hrs Trend

Let’s See a similar trend for the 2^nd and the 3^rd listed countries.

Sri Lanka

30 Day Trend

7 Day Trend

24 Hrs Trend

Bangladesh

30 Day Trend

7 Day Trend

24 Hrs Trend

Let’s Compare It

To see the size of the adult content search, let’s compare these terms with global key word, “Covid-19”.

As per the above diagram, people search for porn-related terms more than the pandemic. This pattern denotes the power of the hidden industry, and this will unveil the nature of human needs.

If you see anything or got any new ideas after seeing these, please comment on them. Let’s discuss!

Chinthaka

The post The “SEX” search on the internet appeared first on Maths Guy.

Made in Japan cars are popular all over the world. Based on google search data, here I have analyzed the most popular Japanese car manufacturer and the popularity change over the years (from 2010 to 2020).

Toyota, Honda, Nissan, Suzuki, Mazda, Subaru, Mitsubishi, Daihatsu, and Isuzu are the most famous automobile manufacturers from Japan but in this analysis, I only selected the most famous 6 brands over the 10 years. We all know them even by their logos.

Now let’s see how the popularity of each of these changes based on world search patterns.

As per the data visualization video, Honda is the most popular Japanese car brand in the world. If you look carefully, there’s a popularity peek for Honda between June – September of most years. Also, slightly peek between March-May. You can understand it with the below chart as well.

Why is there a peek between June – September?

After carefully analyzing the search quarries, we found that most of the following events happen between June to September each year from 2010 to 2019.

• People look for next year’s model (upcoming model) details during this period.
• Release/ Introduction of a new car model – Eg. Honda Mobilio introduced in September 2013 and this caused the slight peak
• Announcement of newer models and the motor-shows

In the year 2020, the popularity of each car brand has dropped due to the world covid pandemic and due to lockdowns in most parts of the world.

Which part of the world and in which country do Honda most popular?

It’s not the USA or the American region. It’s Indonesia and the Asian region.

Here we focus on the most popular Japanese car brand, which is Honda brand but the same analysis can be done on all other brands.

Data source: GitHub link

Check our latest article one : Mobile Phone Market Share Analysis

The post Most Popular Japanese Car Brands (Worldwide Data) appeared first on Maths Guy.

With the introduction of the Apple iPhone series, companies identified that so-called smartphones are not really smart anymore. From 2002 to 2012, Nokia was the market leader. Their Symbian OS had its limitations but the company rejected to compete with Apple with similar technology or tie-up with booming android OS.

Below graphical analysis will show how the Mobile phone market share (world) varies from 2010 to 2020 and how Nokia lose the game over Apple and Samsung.

Samsung manufactures a whole range of mobile phones targeting various audiences while Apple is following the broad differentiation strategy.

Apple products are more expensive but there are Samsung products (Samsung Galaxy S series and Note series) developed to compete with the high-end customers while Samsung has introduced a low cost and medium cost mobile phone series for all types of buyers. (Samsung A series, M series, J series and etc.)

If we select the same data and filter it with a rich country and a medium-income country, the target audience gap can be easily seen.

Below visualization displays the mobile phone market share change from 2010 to 2020 in Australia.

Australians have more disposable income, therefore they are using Apple products.

The below visualization displays the mobile phone market share change from 2010 to 2020 in Sri Lanka.

In a Market like Sri Lanka, the Samsung is the market leader while Apple phones are having below 10% of market share.

One important fact can be noticed from all three visualizations. The Chinese budget mobile phone manufacturer, Xiaomi is boosting its market share with a shorter period of time in all three visualizations.

Innovation is the key and the customers can expect the unexpected with the current rivalry among the above four brands and also other upcoming brands.

The post Mobile Phone Market Share Change with Decade of Data appeared first on Maths Guy.