5.mil.zip — Twitter

What (Python, SQL, etc.) are you using for this analysis?

Apply VADER or BERT for sentiment scoring, or use K-Means clustering for thematic grouping. 4. Structuring the Paper twitter 5.mil.zip

"Do high-frequency news posts correlate with rapid stock market movement?" 2. Data Processing (The '.zip' File) Extraction: Unzip the data. What (Python, SQL, etc

Use Python (Pandas) to select specific languages or date ranges. 3. Methodology or transformers (for NLP).

"How can we identify automated, malicious bot traffic in high-volume datasets?"

Remove null values, URLs, special characters, and emojis.

Use Python with Libraries like pandas , nltk , sklearn , or transformers (for NLP).