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EVIDENCE · TEMPLATES

Business templates to start fast.

Every template is an open specification: columns, distributions, bounds, quasi-identifiers, correlations and seed. The numbers below were computed at build time by generating each template with the Studio itself.

B2B customer base

1,000 rows · seed 2026

Size, sector, state, headcount, revenue, tickets, NPS and churn.

Validity
100%
Fit
97.7%
Rows in groups smaller than 5
0%
9 columns
  • cliente_idsequencia(CLI)
  • portecategorias(micro:35, pequena:30, media:20, grande:15) · quasi-identifier
  • setorcategorias(servicos:30, varejo:25, industria:20, saude:15, educacao:10)
  • ufcategorias(SP:35, RJ:12, MG:12, PR:8, RS:8, SC:7, BA:6, outras:12) · quasi-identifier
  • funcionarioslognormal(3.4, 1.0) · 1..5000
  • receita_mensal_brllognormal(10.8, 0.9) · 2000..5000000
  • tickets_90dnormal(6, 4) · 0..
  • npsnormal(8, 2) · 0..10
  • cancelou_12mprob(0.14)

correlations: funcionarios ~ receita_mensal_brl: 0.7 tickets_90d ~ nps: -0.4

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NPS survey

800 rows · seed 7

Segment, channel, customer tenure, score and intent to recommend.

Validity
100%
Fit
97.8%
Rows in groups smaller than 5
0%
6 columns
  • resposta_idsequencia(RESP)
  • segmentocategorias(pme:55, mid:30, enterprise:15) · quasi-identifier
  • canalcategorias(email:50, app:30, telefone:20)
  • meses_de_clientelognormal(2.6, 0.8) · 1..120 · quasi-identifier
  • notanormal(7.6, 2.1) · 0..10
  • recomendariaprob(0.62)

correlations: meses_de_cliente ~ nota: 0.25

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Sales funnel

1,200 rows · seed 11

Source, segment, value, days in funnel, meetings and conversion.

Validity
100%
Fit
98.8%
Rows in groups smaller than 5
0%
7 columns
  • oportunidade_idsequencia(OPP)
  • origemcategorias(inbound:40, outbound:35, parceiros:25)
  • segmentocategorias(pme:50, mid:35, enterprise:15)
  • valor_brllognormal(9.9, 0.8) · 3000..2000000
  • dias_no_funillognormal(3.3, 0.6) · 1..365
  • reunioesnormal(3, 1.5) · 0..15
  • converteuprob(0.22)

correlations: valor_brl ~ dias_no_funil: 0.35 reunioes ~ dias_no_funil: 0.4

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Benefits portfolio

1,500 rows · seed 31

Age band, region, plan, dependents, monthly fee, usage and cancellation.

Validity
100%
Fit
98.9%
Rows in groups smaller than 5
0.1%
8 columns
  • colaborador_idsequencia(COL)
  • faixa_etariacategorias(18-29:28, 30-39:32, 40-49:22, 50-59:13, 60+:5) · quasi-identifier
  • regiaocategorias(sudeste:48, sul:18, nordeste:18, centro_oeste:9, norte:7) · quasi-identifier
  • planocategorias(basico:50, intermediario:35, premium:15)
  • dependentesnormal(1.2, 1) · 0..6
  • mensalidade_brlnormal(480, 160) · 120..2000
  • utilizacoes_12mlognormal(1.8, 0.7) · 0..120
  • cancelouprob(0.08)

correlations: dependentes ~ mensalidade_brl: 0.5 mensalidade_brl ~ utilizacoes_12m: 0.3

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YOUR OWN TEMPLATE

Describe the columns of your case.

In the Studio, start blank or edit any template: rename columns, change distributions, mark quasi-identifiers and declare correlations. The specification travels in the manifest of every export.

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