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Compare 12 Python and ML libraries on one scale

PyTorch, TensorFlow, NumPy, LangChain, FastAPI, Django, scikit-learn, Keras and more: 12 Python and machine-learning libraries compared in Google searches on one 0-100 scale over the last 12 months. Google Trends allows only 5 terms at a time; this task links the batches so every library stays measurable. A pytrends alternative. Edit the list and run it.

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Google Trends Scraper: Compare 100 Keywords on One Scale
Google Trends Scraper: Compare 100 Keywords on One Scalealhadikhan/google-trends-compare
Rank
Keyword or topic
Average interest (0-100)
Peak interest (0-100)
+4 fields
Text
Number
Boolean
List
Object

Input

Keywords or topics(required):pytorch+11
Time range:today 12-m

Output fields

Rank
Keyword or topic
Average interest (0-100)
Peak interest (0-100)
Precision
Searched as
Location
Time range

How it works

Sign up on Apify or log in

The Google Trends Scraper: Compare 100 Keywords on One Scale Actor is ready to run with the inputs already set for "Compare 12 Python and ML libraries on one scale". Sign up or log in and you'll land in Apify Console with a copy of this exact task.

Start the "Compare 12 Python and ML libraries on one scale" task

The Google Trends Scraper: Compare 100 Keywords on One Scale Actor will start running based on the input automatically. You can also change all the input fields, like keywords or topics and time range, to match your specific use case.

Receive the "Compare 12 Python and ML libraries on one scale" output

Monitor the progress in real time. You will be notified as soon as your dataset is complete and ready for review. Each result includes data such as rank, keyword or topic, average interest (0-100), and more.

Integrate into your workflow

The final output is delivered in JSON, CSV, or Excel format, ready to be plugged into your workflow. You can also run the "Compare 12 Python and ML libraries on one scale" task via API.

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Connect "Compare 12 Python and ML libraries on one scale" with 100+ integrations, or run it via API or MCP.

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LangChain

LangChain

LlamaIndex

LlamaIndex

Flowise

Flowise

Pinecone

Pinecone

OpenAI

OpenAI

Mastra

Mastra

Clay

Clay

Frequently asked questions

Yes. pytrends was archived in April 2025. This runs on Apify, handles Google's rate limits, and returns JSON plus a ready CSV table.

Values keep 4 decimals instead of Google's whole numbers, and every keyword gets a precision label (high, medium or low).