tiktok-trends
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---
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name: TikTok Trends
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description: Fetch top trending TikTok videos for a given country and generate an engagement report with optional video downloads.
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version: 2
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author: pastilhas
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tags:
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- social-media
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- tiktok
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- trends
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- apify
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- content-analysis
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skills:
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- Apify
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dependencies:
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- name: tiktok-trends-script
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description: The main script at $OFFICER_USER_ROOT/../resources/scripts/apify/tiktok-trends.ts
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check_command: test -f "$OFFICER_USER_ROOT/../resources/scripts/apify/tiktok-trends.ts"
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optional: false
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- name: bun
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description: Required to run the TypeScript script
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check_command: bun --version
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optional: false
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- name: yt-dlp
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description: Required only when download option is enabled. Downloads TikTok videos.
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check_command: yt-dlp --version
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optional: true
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inputs:
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- name: country
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description: Country code to fetch trending videos for.
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type: select
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default: PT
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required: false
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options:
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- value: PT
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label: Portugal
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- value: US
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label: United States
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- value: BR
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label: Brazil
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- value: GB
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label: United Kingdom
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- value: ES
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label: Spain
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- value: FR
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label: France
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- value: DE
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label: Germany
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- value: IT
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label: Italy
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- value: NL
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label: Netherlands
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- value: BE
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label: Belgium
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- value: PL
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label: Poland
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- value: RO
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label: Romania
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- value: SE
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label: Sweden
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- value: AT
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label: Austria
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- value: CH
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label: Switzerland
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- value: IE
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label: Ireland
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- value: CA
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label: Canada
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- value: AU
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label: Australia
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- value: MX
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label: Mexico
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- value: AR
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label: Argentina
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- value: CO
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label: Colombia
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- value: CL
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label: Chile
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- value: JP
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label: Japan
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- value: KR
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label: South Korea
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- value: IN
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label: India
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- value: TR
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label: Turkey
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- value: SA
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label: Saudi Arabia
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- value: AE
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label: United Arab Emirates
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- value: ZA
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label: South Africa
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- value: NG
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label: Nigeria
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- name: limit
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description: Number of trending videos to fetch (1-100).
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type: number
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default: 20
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min: 1
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max: 100
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required: false
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- name: download
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description: Download video files using yt-dlp (requires yt-dlp to be installed).
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type: boolean
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default: false
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required: false
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- name: api_token
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description: Apify API token with access to actors. Get yours at https://console.apify.com/account/integrations
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type: string
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required: true
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sensitive: true
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outputs:
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- name: engagement_report
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description: Markdown report with trending videos analysis, engagement metrics, top hashtags, sounds, and creators.
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path: tiktok_trends_<country>_<timestamp>/report-YYYY-MM-DD.md
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- name: raw_data
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description: Raw JSON data from Apify actor containing all video metadata.
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path: tiktok_trends_<country>_<timestamp>/raw-YYYY-MM-DD.json
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- name: execution_log
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description: Complete script execution log with stdout and stderr for debugging.
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path: tiktok_trends_<country>_<timestamp>/run.log
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- name: summary
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description: Human-readable summary of the run including cost analysis and file listing.
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path: tiktok_trends_<country>_<timestamp>/report.md
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- name: videos
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description: Downloaded video files with metadata (only present if download option was enabled).
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path: tiktok_trends_<country>_<timestamp>/videos/
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optional: true
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config:
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timeout: 600
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retry_count: 0
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---
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# TikTok Trends
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Fetch top trending TikTok videos for a given country and generate a comprehensive engagement report.
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## Overview
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This task uses the Apify `novi~fast-tiktok-scraper` actor to fetch trending videos from TikTok for a specified country. It generates:
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- **Engagement metrics** (total/average views, likes, shares, comments)
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- **Top hashtags** found in trending content
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- **Popular sounds** being used
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- **Creator analysis** (who appears multiple times in trending)
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- **Complete video list** with links and stats
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Optionally downloads videos using yt-dlp for offline analysis.
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## Pre-execution Checks
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1. **Validate inputs**:
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- `api_token` must be provided (required)
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- `country` must be a valid 2-letter country code
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- `limit` must be between 1-100
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2. **Check dependencies**:
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- Verify script exists at `$OFFICER_USER_ROOT/../resources/scripts/apify/tiktok-trends.ts`
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- Verify bun is installed
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- If `download=true`, verify yt-dlp is installed
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3. **Test Apify token**:
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- Make a test call to `GET https://api.apify.com/v2/users/me` to validate the token
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- Abort with clear error if token is invalid or account has no credits
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## Execution
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Run the script with the following command:
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```bash
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bun "$OFFICER_USER_ROOT/../resources/scripts/apify/tiktok-trends.ts" \
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--apikey "<api_token>" \
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--country "<country>" \
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--limit <limit> \
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--output "<output_dir>" \
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<download_flag>
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```
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Where:
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- `<download_flag>` is `--download` if `download=true`, otherwise omitted
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- `<output_dir>` is a timestamped directory created inside `$HOME/tiktok-trends/` (the logged-in user's home directory)
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**Pipe output to log**:
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```bash
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<command_above> 2>&1 | tee "<output_dir>/run.log"
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```
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## Success Criteria
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The task is considered successful when:
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- Script exits with code 0
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- `report-YYYY-MM-DD.md` exists and is non-empty
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- `raw-YYYY-MM-DD.json` exists and contains valid JSON array
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- (If download enabled) `videos/` directory exists with at least one file
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## Error Handling
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| Scenario | Action |
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|----------|--------|
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| Script exits non-zero | Check `run.log` for Apify/API errors. Common causes: invalid token, no credits, rate limits |
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| Empty results | Report "No trending videos found" but mark as success if files were created |
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| Partial results | Report success if at least 1 video returned, note the discrepancy |
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| Timeout (>10 min) | Kill process, report timeout. Check Apify actor status in console |
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| Download failures | Report which videos failed but mark task as success if main report generated |
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## Post-execution
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After successful execution:
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1. **Verify outputs**:
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- Check all expected files exist
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- Validate JSON is parseable
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- If download enabled, count video files
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2. **Generate summary** (`report.md`):
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```markdown
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# TikTok Trends Run Summary
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## Run Details
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- **Date**: YYYY-MM-DD
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- **Timestamp**: HH:MM:SS
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- **Apify Actor**: novi~fast-tiktok-scraper
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- **Country**: <country_name> (<country_code>)
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- **Requested**: <limit> videos
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- **Received**: <actual_count> videos
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- **Duration**: <X> minutes <Y> seconds
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## Cost Analysis
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- **Apify Credits Used**: <cost> USD
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- **Cost per Video**: $<cost/actual_count>
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## Key Findings
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- **Top Video**: @<creator> - <views> views
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<description_preview>
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URL: <url>
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- **Top Hashtag**: #<hashtag> (<count> occurrences)
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- **Top Sound**: <sound_name> (<count> uses)
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## Output Files
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- `report-YYYY-MM-DD.md` (<size>) - Engagement report
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- `raw-YYYY-MM-DD.json` (<size>) - Raw API data
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- `run.log` (<size>) - Execution log
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- `videos/` (<count> files, <total_size>) - Downloaded videos (if enabled)
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## Notes
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- <any_warnings_or_errors_from_log>
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```
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3. **Cleanup**:
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- Remove temporary files if any
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- Report final status to user
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## Notes
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- **Rate limiting**: The Apify actor may take 1-3 minutes depending on the limit
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- **Costs**: Each run uses Apify compute units. Monitor usage at https://console.apify.com/billing
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- **Data freshness**: Trends data is near real-time but may have slight delays
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- **Video downloads**: Downloading many videos can take significant time and storage
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- **Country availability**: Not all countries have sufficient trending data; some may return fewer results than requested
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