Table of contents
Introduction
Over the past few days, the GPT-3 is spreading faster than Corona used to. After seeing the feed flooded with OpenAI's GPT-3 screenshots on almost every social media app.
After going through these, I have realized that people from Tech backgrounds and people with no tech background also enjoy the GPT-3 chat. So I wanted to analyze the trend of GPT-3, When it gets started to become famous, and How long people have been doing Google search for GPT-3.
If you are unfamiliar with GPT-3 here is a quick introduction⬇︎
According to Wikipedia -Generative Pre-trained Transformer 3 is an autoregressive language model that uses deep learning to produce human-like text. Given an initial text as a prompt, it will produce text that continues the prompt.
I decided to make a project on the Analysis of the GPT-3 trend by using Google Search peak popularity. For this, I used pytrends API in python.
I used pytrends API to analyze the Google search trend of GPT-3.
Code
import numpy as np
import pandas as pd
pip install pytrends
from pytrends.request import TrendReq
import matplotlib.pyplot as plt
trends = TrendReq()
trends.build_payload(kw_list=["gpt3"], timeframe='today 5-y')
data = trends.interest_by_region() #sorting by region
data = data.sort_values(by="gpt3", ascending=False)
data = data.head(10) #Top 10
print(data)
data.to_csv()
data2 = TrendReq(hl='en-US', tz=360)
data2.build_payload(kw_list=['gpt3'])
data2 = data2.interest_over_time()
You can access data and data1 from here- datadata2 Here data represents Geomap.csv, which is trends by region & data 2 represents Timeline.csv, which is interest over time.
Visualization
After downloading I used Tableau to make a visualization.
- Trend by region
You can visit this dashboard here
- Interest over time
You can visit this dashboard here
Conclusion
After creating these dashboards I landed to the following conclusion.
China is the location with the most popularity as a fraction of total searches in that location is 100.
South Korea is second and Israel is third with the popularity of searches on Google Search.
From November 2022 to today it kept increasing from 22 to 100.
You visit this project's GitHub repository here
Thank you for reading!!
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