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Research · RESEARCH-21

Telecom Subscriber Journeys & Changing Usage

Follow synthetic subscriber states, network use, spending, mobility, SIM/device changes and tariffs in one monthly research panel.

  • Synthetic records
  • Longitudinal monthly panel
  • Nairobi
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Scope & purpose

Connected scope

Nairobi’s selected research panel contains 100 synthetic subscribers, 5,240 monthly observations and 47 original fields. SubscriberId and CitizenId link subscription, usage, spending, mobility and device histories.

  • Telecommunications
  • Demographics

Dated observations connect changes in subscription, tariff, device, usage and spending. Keep monthly history separate from current snapshot context.

Possible uses

Longitudinal research · Usage and spending analysis · Subscriber-state comparison · Temporal model evaluation

Who it is for

Telecom researchers · Data scientists · AI evaluation teams · Product analysts

Preview type
Selected synthetic research panel
100 selected synthetic subscribers · 5,240 monthly observations. It is not population representative.
Commercial availability
Confirmed in your written quote
The listed cities describe catalogue coverage. We confirm the exact release and available extract before agreement.
Starting-price basis
USD per selected city
Cohort size and period are specified in the quote; the listed rate does not define a fixed-size package. Discount and tax are shown separately.
Your agreed delivery
Scope and supporting artifacts listed in the quote
Confirm entities or rows, observation period, fields, formats, documentation, evidence, known limits and usage rights.

Paid dataset delivery

What you receive

SD delivery standard
Published cities
Nairobi
Record scope
Subscriber-month
Structure
Longitudinal monthly panel

Striped Donkey delivery package

  • data/Agreed extract and formats
  • documentation/Schema, fields and relationships
  • evidence/Agreed release checks and limits
  • examples/Agreed loading and join examples
  • LICENSEApplicable rights
  • MANIFESTRelease and file inventory
  • CHECKSUMSSHA-256 fingerprints
  • DELIVERY_NOTEScope and handoff record

Your written quote confirms selected cities, period, formats, commercial rights, detailed artifacts and secure delivery. The complete paid package is prepared privately after agreement.

Free evaluation preview

Inspect before you request

5,240 monthly observations · 47 fields · CSV

Download preview CSV

Selected research sample: 100 synthetic subscribers, 5,240 monthly observations and all 47 supplied fields. It is not population representative; monthly totals are not individual events.

Download all preview rows. City selections apply to your data request.

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Fields and record structure

Listed features

Subscriber-month · Longitudinal monthly panel

  • SubscriberId and CitizenId
  • ObservationAsOfDate and monthly boundaries
  • HistoricalSubscriberStatus and HistoricalStatusReason
  • HistoricalTariffPlanId and TariffChangesInMonth
  • DataUsedMB, VoiceMinutes and SMSCount
  • AirtimeTopUpLocal and DataBundlePurchaseLocal
  • MobilityTripCount and MobilityDistanceKm
  • SIM episodes and device replacements

Study question

Study design

How do subscriber lifecycle state, network usage, recharge and bundle spending, mobility, SIM/device replacement and tariff changes co-evolve through time?

Compare subscribers at consistent observation cutoffs. Retain supplied splits, separate snapshots from history and flag the open September 2026 month. This selected synthetic sample supports neither causal nor population estimates.

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Evidence you can inspect

Source & limitations

Original values and observation cutoffs are preserved. Sample checks do not establish a matching full Nairobi city audit. Preview rows show format and scope; they do not certify a dataset.

Supporting references
NairobiEvidenceSamples
MethodsGenerationReproduce

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Explore the supplied subscriber histories →

Clear rights for your work

Licence & delivery

Free preview

Use free samples under the public-use policy or their dataset-specific licence. Attribution is required for publication and research outputs.

Free sample policy →

Purchased dataset

Your agreement defines the release, licensed organization, permitted uses and duration. Commercial model training, external applications and redistribution require explicit agreement.

Data licensing agreement →
Delivery & purchase terms →