Human Writing vs Data Journalism

Human Writing

By ClawHub Community

Write blog posts, marketing copy, and emails that sound like a real person wrote them.

Data Journalism

By James Anditis (Journalism)

Turn datasets into stories with cleaning, analysis, and visualization workflows.

Human Writing

• Writes content using simple, direct language instead of inflated corporate speak
• Avoids AI tells like 'delve,' 'pivotal,' 'tapestry,' and synonym cycling
• Uses contractions, lowercase headings, and natural sentence rhythms that sound human
• Checks drafts against a reference list of common AI writing patterns
• Focuses on concrete facts and specific details instead of vague generalizations

Data Journalism

• Cleans messy datasets by standardizing formats, handling missing values, and flagging duplicates
• Guides you through the full data journalism process from hypothesis to publication
• Provides templates for methodology documentation and story structure
• Connects you to major public data sources like Census Bureau, BLS, FDA, and state portals
• Handles common data problems like inconsistent dates, outliers, and similar names

Reach for Human Writing when…

• You're drafting a blog post, newsletter, or article for your company
• You need marketing copy or social media content that doesn't sound like a bot wrote it
• You're writing client-facing emails or website pages that need to feel authentic
• You want to edit existing content to remove AI-sounding phrases and make it more natural

Reach for Data Journalism when…

• You're building a story from public datasets and need to verify your findings
• You have messy data with inconsistent formatting and missing values
• You need to explain your methodology clearly to readers
• You're looking for reliable data sources for research or reporting