Full Data Analysis
button. The analysis presents the distribution
of your data aggregated by column.
SELECT
query on your
dataset. Let’s have a look at the available features.
Potential Bias
FlagPotential Bias
flag, enter a full-screen mode of the Data Insights
pane.
location
column exhibits potential bias, as there are more great
column values than good
or poor
column values. Such cases are typically
flagged. However, it does not necessarily mean that there is a problem with the
dataset.
The Potential Bias
flag is used when data does not distribute normally or
uniformly, likely over-representing or under-representing some values. This may
be normal, hence, bias is only potential.
Missing Values
FlagMissing Values
flag, enter a full-screen mode of the Data Insights
pane.
This flag indicates the proportion of missing values in a column. Columns with a
high percentage of missing values are not useful for modeling purposes. Hence,
it is recommended to pay attention to the Missing Values
flag and try to
mitigate it whenever possible, as it indicates the degrading quality of your
data.
(column_value, count)
.
LIMIT
keyword to be
able to perform a complete data analysis.
Data Insights
button to the
right of the output table. Initially, it shows the analysis of the first ten
rows of the output table.
Full Data Analysis
button. Below
is the complete data analysis.
Refresh Data Analysis
button to update the data visualization and analysis.