Quattrone Center · UPenn Law

Data Collection & Analysis

An interactive guide for CIUs & Innocence Organizations

Home

Start Here

  • Why Collect Data
  • Quick Start
  • The Four-Step Framework

Interactive Tools

  • Self-Assessment
  • Which Platform Is Right?
  • AI Data Health Check

Core Modules

  • Privacy & Security
  • AI & Modern Tools
  • Digital Evidence
  • Dashboards & Reporting
  • Data Fields

Modular and regularly updated. Built for CIUs and Innocence Organizations of all sizes.

Quattrone Center · UPenn Law

Data Collection & Analysis

Quattrone Center · UPenn Law

Data Collection & Analysis

An interactive guide for CIUs & Innocence Organizations

Home

Start Here

  • Why Collect Data
  • Quick Start
  • The Four-Step Framework

Interactive Tools

  • Self-Assessment
  • Which Platform Is Right?
  • AI Data Health Check

Core Modules

  • Privacy & Security
  • AI & Modern Tools
  • Digital Evidence
  • Dashboards & Reporting
  • Data Fields

Modular and regularly updated. Built for CIUs and Innocence Organizations of all sizes.

Core Module

Digital Evidence

Digital evidence is powerful and easy to misread. Know the common sources, capture them carefully, and treat reliability as a question to ask, not an assumption to make.

Common sources

Body and Dashcam Footage

Video from officers and vehicles can corroborate or contradict reports, but coverage has gaps: cameras get turned off, angles miss key moments, and retention windows are short. Request and preserve footage early.

Cell Phone Data

Call logs, texts, photos, app data, and location history can place a person or undercut a timeline. Extraction requires proper authorization and tooling, and interpretation is easy to get wrong.

Social Media

Posts, messages, and metadata can establish relationships, timelines, and statements. Capture content before it is deleted, and document exactly how and when you collected it.

Digital Forensics

The recovery and analysis of data from devices and accounts. Sound forensics depends on validated tools, documented methods, and an unbroken chain of custody from seizure to analysis.

Email and Messaging

Email and chat records can reveal communications, intent, and timelines. Preserve full headers and metadata, not just the message text, and note the platform and account.

Chain of Custody

A continuous, documented record of who handled each item, when, and why. Gaps in custody are one of the fastest ways for otherwise strong evidence to be challenged or excluded.

Reliability flags

Where digital evidence most often gets overstated or misinterpreted.

  • Cell-tower location can be far less precise than it looks. A tower connection shows a coverage area, not a pinpoint.
  • Digital forensics findings are only as strong as the chain of custody behind them. Gaps invite challenge.
  • Touch and transfer DNA can place a person's profile somewhere they never were.
  • Probabilistic genotyping software can disagree across systems and versions. Understand the method before relying on a single number.
  • AI-generated evidence, including deepfakes, synthetic media, and altered images, is an emerging risk. Verify provenance before you trust it.

Record this for every digital item

For each digital item record: evidence type, collection method, metadata preserved, chain of custody, analytical findings, and long-term storage location.