> For the complete documentation index, see [llms.txt](https://kline-operation.gitbook.io/kline-operations/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://kline-operation.gitbook.io/kline-operations/data-reporting-and-analytics.md).

# Data reporting and analytics

## Why reporting matters

<figure><img src="https://1394161170-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FDdMuk4GiSJIpFyqK1m98%2Fuploads%2Fnlb07PQBTGJkS68J4kNW%2FData%20reporting%20and%20analytics.png?alt=media&amp;token=c4899968-2c2f-486e-b899-b2c400a5e09e" alt=""><figcaption></figcaption></figure>

Kline0's value to projects and exchanges depends on measurable campaign outcomes.

A Kline0 campaign should help answer:

* How many traders joined?
* Which venues were used?
* What was the eligible trading volume?
* Which creators contributed?
* Which content performed best?
* Which regions or communities participated?
* Which traders ranked highest?
* How much activity continued after the campaign?
* What rewards were earned?
* Which activity was flagged for review?

## Data categories

| Data category | Example outputs                                                      |
| ------------- | -------------------------------------------------------------------- |
| Trader data   | Active users, eligible volume, PnL, ranking, retention.              |
| Campaign data | Start/end dates, reward pool, rules, participation, final report.    |
| Exchange data | Venue breakdown, pair-level activity, execution participation.       |
| Creator data  | Posts, threads, videos, spaces, engagement, conversion signals.      |
| Referral data | Invites, package conversions, ambassador performance.                |
| AI data       | Agent summaries, review notes, support insights, campaign summaries. |

## Partner reports

Project reports may include:

* Campaign overview
* Trading volume
* Leaderboard results
* Creator performance
* Social visibility
* Participant growth
* Reward distribution
* Retention signal
* Key observations

Exchange reports may include:

* Campaigns active on the venue
* Kline0-routed participation
* Eligible market activity
* Creator visibility connected to venue
* Trader participation by campaign
* Integration health

## Analytics roadmap

Future analytics modules may include:

* Real-time campaign dashboards
* Creator attribution
* Trader cohort retention
* Risk-adjusted leaderboard analytics
* AI-generated campaign reports
* Venue-level partner analytics
* Project-level campaign comparison
* Ambassador growth dashboards