Introduction
When you scroll through TikTok, you might encounter videos that hint at a darker subculture—one where gang members display their affiliations, rivalries, and daily realities. This phenomenon, sometimes called "GangTok," has caught the attention of researchers like John Leverso, a sociologist at the University of Cincinnati's School of Criminal Justice. His team's study, published in Crime, Media, Culture: An International Journal, shows that TikTok content created by gang members can actually become a valuable tool for law enforcement and policymakers—if you know how to analyze it properly.
This how-to guide walks you through the process of turning raw TikTok posts into actionable insights. Whether you're a police analyst, a community outreach coordinator, or a policy advisor, you'll learn how to systematically observe, categorize, and interpret gang-related content on the platform without getting lost in the noise.
What You Need
- Access to TikTok – A user account (no login required for viewing public content, but an account helps with algorithms).
- Research software or spreadsheet – For tracking videos, comments, and metadata (e.g., Excel, Google Sheets, or a dedicated social media monitoring tool).
- Basic knowledge of gang culture – Familiarity with common symbols, colors, hand signs, and local gang names is essential.
- Ethical guidelines – A framework to ensure privacy and avoid amplifying harmful content (e.g., blur faces, anonymize usernames).
- Collaboration with subject-matter experts – Sociologists, former gang intervention workers, or local police gang units.
- Time and patience – Analyzing digital culture requires consistent sampling over days or weeks.
Step-by-Step Guide
Step 1: Define Your Research Objectives
Before opening TikTok, ask yourself: What exactly do you want to learn? The original study by Leverso aimed to understand the presence and presentation of gang culture on the platform. Your goals might differ. For example:
- Identify active gang members in a specific city.
- Map rivalries or alliances based on tagged locations or duets.
- Track how gang narratives evolve around major events (e.g., police incidents, funerals).
Tip: Write down 3–5 specific questions. This focus will prevent you from feeling overwhelmed by the endless stream of content.
Step 2: Build Your Search Strategy
Use TikTok’s search and recommendation features intelligently. Start with obvious keywords: gang names, slang terms, neighborhood hashtags (e.g., #chiraq, #brooklyn). Then branch out:
- Search for known gang-related emoji combinations (e.g., 🔥💀👑).
- Look up drill music hashtags—drill is a genre often intertwined with gang culture.
- Find accounts that repost or comment on gang content; they can lead you to more primary posts.
- Use the “For You” page after watching a few relevant videos; the algorithm will serve similar content.
Document your search terms and the dates you used them to maintain transparency.
Step 3: Collect and Catalog Content Systematically
For each video you decide is relevant, save the following data in your spreadsheet:
- Video URL (or screenshot with timestamp).
- Date posted.
- Number of views, likes, shares, comments.
- Username (anonymized if sharing findings publicly).
- Description/caption text.
- Observed gang indicators: hand signs, clothing colors, specific symbols, location tags, music lyrics.
- Comments (especially those that mention rival gangs or inside references).
Note: Do not interact (like, comment, follow) with gang accounts—this could alert them to your monitoring and create ethical dilemmas. Use TikTok’s “save to favorites” feature privately.
Step 4: Analyze Patterns and Themes
Once you have a corpus of 50–100 videos, look for recurring patterns. Ask:
- Which gangs are most visible? Are they local or national?
- What roles do violence, wealth, and mourning play in the content?
- How do members signal belonging? (e.g., tags, nicknames, reposting funerals).
- Are there alliances or rivalries that appear repeatedly?
Leverso’s team likely coded videos for themes like territorial claims, recruitment tactics, and expressions of grief. You can do the same using qualitative coding (e.g., open coding → axial coding).
Step 5: Cross-Reference with Real-World Data
Connecting TikTok posts to offline events is crucial. For example:
- If a video mentions a specific street, check police records for recent incidents there.
- If a user posts a memorial, verify if the deceased was a known gang member.
- Look at timing: Did a spike in posts precede or follow a violent event?
This step validates your online observations and makes them useful for law enforcement or policy recommendations.
Step 6: Report Your Findings with Context
Don’t just list videos—explain what they mean. Structure your report like this:
- Executive summary: What is the dominant narrative? (e.g., “Content mostly glorifies loyalty and retaliatory violence.”)
- Methodology: How you collected and analyzed data (include search terms, sample size, date range).
- Key findings: Use tables or charts to show frequency of symbols, most active regions, etc.
- Implications: What can law enforcement do? (e.g., “Targeted intervention near schools that appear frequently in videos.”) What can policymakers do? (e.g., “Use TikTok as an early warning system for gang conflicts.”)
Step 7: Apply Ethical Safeguards
Throughout the process, remember that TikTok users are real people, some of whom may be minors or coerced into posting. Always:
- Anonymize usernames and faces in any public reports.
- Avoid sharing direct links to violent or illegal content.
- Consider the potential harm of your findings: If you identify a user as a gang member, that information could put them at risk if leaked.
- Consult your institution’s IRB (Institutional Review Board) if you plan to publish.
Tips for Success
- Stay current: TikTok trends change fast. Set up alerts for new keywords weekly.
- Pair quantitative with qualitative: Numbers (views, likes) tell part of the story; reading comments and analyzing video aesthetics adds depth.
- Collaborate with local experts: A former gang member or a community worker can interpret nuances that a researcher might miss.
- Don’t overgeneralize: Not every user who posts drill music is a gang member. Look for multiple corroborating indicators.
- Use platform transparency: TikTok’s API (when available) can provide more reliable data than manual scraping.
By following these steps, you can transform fleeting TikTok clips into solid evidence that informs smarter policing, more effective prevention programs, and policies that address the root causes of gang involvement.