Data for children's media

Scene-level behavioural data for children's video

Kidoio codes what kids' videos model and reward, second by second, against established child-development frameworks. License the timestamped moments, whole-video scores and age bands to evaluate safety models, set brand-safety rules or run research.

1,158videos analysed
148 hof video
14,563timestamped moments
10,811whole-video scores

Figures as of October 2026. Labels only: video IDs, timestamps and descriptions. No footage, no personal data.

Check a moment yourself

Every moment links to the second it describes. Open one and watch what was coded.

Where Is This Wild Leopard Cub's Mom? | Dodo Kids
empathyacknowledged0:27–0:32

The cub cries for its mom, expressing distress.

Watch at 0:27 ↗
What is Bioluminescence? Cool Science Facts for Kids!
concerning momentmoderate2:06–2:11

An advertisement for a tablet interrupts the educational content.

Watch at 2:06 ↗
Ellie's Mix-Up Adventure on the Superheroes Plane
concerning momentmoderate0:47–0:52

Adult characters grab snacks from the cart without waiting for the child, leaving her with nothing.

Watch at 0:47 ↗

What each video carries

Nine developmental dimensions per video, a recommended age band, and timestamped moments with a description of what happens on screen.

DimensionWhat is codedFrameworkMoments
Concerning momentsAds interrupting content, scary imagery, unsafe or mature material, with the youngest ages affectedAAP / WHO screen-time guidance3,682
EmpathyA feeling or need noticed, acknowledged or rewardedRULER (Brackett), Gottman3,474
AggressionForce or intimidation, and whether it worksBandura social learning, Tremblay2,796
Adult voiceHow adults speak to children: authoritative, authoritarian, permissiveBaumrind parenting styles2,785
Self-regulationStrategies modelled for waiting, frustration or fearGottman emotion coaching1,672
Body autonomyConsent, privacy and personal spaceAAP guidance154
Cooperation, conflict resolution, reward framing, cognitive engagementScored for the whole videoBandura, Vygotsky—

Products

Licences cover the annotations, never the footage. Prices start where shown; every quote is sized to the cohort you need.

Evaluation licence

Trust & safety, AI labs, ad-tech

A cohort of videos and moments to test and benchmark kids-suitability or safety classifiers. 1 year, not exclusive.

From $5,000$40 per video, $80 human-reviewed

Training licence

AI labs, data science teams

Train production models on the labels. 1 year. Labels only, never footage.

From $12,5002.5× the evaluation price

Scores feed

Parental-control apps, kids platforms

Whole-video scores and timestamped moments for any YouTube ID; new videos analysed within 24 hours.

From $2,500 / month

Ad-suitability segments

Kids ad platforms, channel networks

Lists of channels and videos that meet set rules, such as no rewarded aggression, no ad interruptions, ages 3–5.

$0.02–0.05 per 1,000 impressionsfrom $5,000 / month

Library audit

Studios, channel owners, toy brands

Kidoio's analysis of your own catalogue, with a summary report.

$150–300 per hour of videofrom $10,000

Research licence

Universities, foundations

Any cohort for research and publication. One lab, 2 years, cite Kidoio.

Free for academics$2,500 otherwise

Format and delivery

CSV or JSONL, one row per moment or per video score, with a methodology manifest and ML Commons Croissant metadata, ready for Hugging Face. Datasets are versioned and frozen at publication, so a licence always points to the same rows.

youtube_idstart / end secondmoment_urldimensionlabeldescriptionframeworkage bandsreview_status

How the data is made

Videos are publicly available, mostly on YouTube, chosen by parents in Kidoio's apps and by Kidoio's team. A multimodal AI pipeline watches and listens to each video and codes every scene against Kidoio's methodology (kidoio-v1.0), developed with child-development researchers.

Each label carries a review status. The current corpus is model output; a two-reviewer gold set of 500 videos with published agreement figures is in preparation.

Rights and privacy

Kidoio licenses its annotations only: video IDs, timestamps, labels and descriptions. It does not distribute footage, frames or thumbnails, and the data contains no personal data of children or app users.

Samples

Real rows from the current corpus, in the delivery format.

Tell us what you're building

Say which ages, dimensions and volume you need, and what the data is for. We reply with a cohort and a quote.

Request a quote hello@kidoio.com