42 Spanish Phrases for Data Analysts (Audio)

Data analyst Spanish for sources, cleaning, queries, metrics, dashboards, anomalies, and recommendations. 42 phrases with English and audio.

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Data Sources
Cleaning
Queries
Metrics
Dashboards
Insights

Data Sources

¿De qué tabla viene este campo?
Which table does this field come from?
La fuente principal es el CRM.
The main source is the CRM.
Los datos se actualizan cada noche.
The data is updated every night.
Faltan datos de la campaña.
Campaign data is missing.
Cruzaré ventas con soporte.
I will join sales with support.
La muestra es demasiado pequeña.
The sample is too small.
Necesito validar la fuente.
I need to validate the source.

Cleaning

Elimina los registros duplicados.
Remove the duplicate records.
Hay valores nulos importantes.
There are important null values.
Normalicé los nombres de países.
I normalized the country names.
Este campo tiene fechas inconsistentes.
This field has inconsistent dates.
Revisaré los valores atípicos.
I will review the outliers.
Falta limpiar espacios extra.
Extra spaces still need cleaning.
El dato parece incompleto.
The data seems incomplete.

Queries

Optimizaré el filtro principal.
I will optimize the main filter.
La consulta tarda demasiado.
The query takes too long.
Agrupa resultados por segmento.
Group results by segment.
Añade una condición de fecha.
Add a date condition.
El join duplica filas.
The join duplicates rows.
Usa el identificador correcto.
Use the correct identifier.
Guarda la consulta documentada.
Save the documented query.

Metrics

La conversión subió esta semana.
Conversion rose this week.
El promedio bajó ligeramente.
The average dropped slightly.
Esta métrica cambió de definición.
This metric changed definition.
Compara contra el mes anterior.
Compare against the previous month.
El margen de error es alto.
The margin of error is high.
La tendencia parece estable.
The trend seems stable.
Mide usuarios activos diarios.
Measure daily active users.

Dashboards

Actualicé el panel principal.
I updated the main dashboard.
El gráfico necesita contexto.
The chart needs context.
Filtra por región y producto.
Filter by region and product.
La tabla carga lento.
The table loads slowly.
Añade una nota metodológica.
Add a methodology note.
Oculta columnas poco usadas.
Hide rarely used columns.
Comparte el enlace del panel.
Share the dashboard link.

Insights

Hay un pico inusual.
There is an unusual spike.
Valida si es un error.
Validate whether it is an error.
La recomendación depende del segmento.
The recommendation depends on the segment.
Necesitamos más datos históricos.
We need more historical data.
El resultado no es concluyente.
The result is not conclusive.
Propongo revisar la cohorte.
I suggest reviewing the cohort.
El informe resume los hallazgos.
The report summarizes the findings.

Frequently Asked Questions (FAQ)

What is the best way to memorize conversational phrases?

Repeat them aloud after the speaker. Use the audio trainer for listening, and the phrase trainer for typing practice.

How many phrases should I learn daily?

We recommend focusing on 5-10 new phrases every day. Consistency is more important than quantity.

Why is it better to learn whole phrases instead of individual words?

Learning ready-made chunks helps you speak faster, sound more natural, and avoid spending time thinking about grammar.

These phrases will help you communicate confidently in real-life situations. Practice them with audio and add to your phrase trainer for better retention.

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