============ Enhanced Output ============ In order to help users to better use and understand the results of a query there are a few flags that can be set to increase the readability of the output. All these enhancements are turned off by default, as the make the output harder to handle from a technichal point of view and don't add too much value for statistics with which the user is already familar. When exploring the data on the other hand it is highly recommended to take advantage of this functionality. **Statistic codes** .. code-block:: python q = Query.region('01') stat = q.add_field('BEVSTD') q.results(verbose_statistics = False).head(5).iloc[:,:4] ==== ==== ================== ====== ======== .. id name year BEVSTD ==== ==== ================== ====== ======== 0 01 Schleswig-Holstein 1995 2725461 1 01 Schleswig-Holstein 1996 2742293 2 01 Schleswig-Holstein 1997 2756473 3 01 Schleswig-Holstein 1998 2766057 ==== ==== ================== ====== ======== .. code-block:: python q = Query.region('01') stat = q.add_field('BEVSTD') q.results(verbose_statistics = True).head(5).iloc[:,:4] ==== ==== ================== ====== ============================ .. id name year Bevölkerungsstand (BEVSTD) ==== ==== ================== ====== ============================ 0 01 Schleswig-Holstein 1995 2725461 1 01 Schleswig-Holstein 1996 2742293 2 01 Schleswig-Holstein 1997 2756473 3 01 Schleswig-Holstein 1998 2766057 ==== ==== ================== ====== ============================ **Enum codes** .. code-block:: python q = Query.region('01') stat = q.add_field('BEVSTD') stat.add_field('GES') stat.add_args({'GES':'ALL'}) q.results(verbose_enums=False).head(6).iloc[:,:5] ==== ==== ================== ===== ====== ======== .. id name GES year BEVSTD ==== ==== ================== ===== ====== ======== 0 01 Schleswig-Holstein GESM 1995 1330257 1 01 Schleswig-Holstein GESW 1995 1395204 2 01 Schleswig-Holstein None 1995 2725461 3 01 Schleswig-Holstein GESM 1996 1339326 ==== ==== ================== ===== ====== ======== .. code-block:: python q = Query.region('01') stat = q.add_field('BEVSTD') stat.add_field('GES') stat.add_args({'GES':'ALL'}) q.results(verbose_enums=True).head(6).iloc[:,:5] ==== ==== ================== ======== ====== ======== .. id name GES year BEVSTD ==== ==== ================== ======== ====== ======== 0 01 Schleswig-Holstein männlich 1995 1330257 1 01 Schleswig-Holstein weiblich 1995 1395204 2 01 Schleswig-Holstein Gesamt 1995 2725461 3 01 Schleswig-Holstein männlich 1996 1339326 ==== ==== ================== ======== ====== ======== **Statistic Units** An additional column per statistic can be added containing the unit of that statsitic. This might be needed to put fully understand the numbers. In the example of a ground area statistic the unit is hectare (ha). .. code-block:: python q = Query.region('01') stat = q.add_field('FLCX05') q.results(add_units = True).head(5).iloc[:,:5] ==== ==== ================== ====== ======== ============= .. id name year FLCX05 FLCX05_unit ==== ==== ================== ====== ======== ============= 0 01 Schleswig-Holstein 1996 1577055 ha 1 01 Schleswig-Holstein 2000 1576297 ha 2 01 Schleswig-Holstein 2004 1576329 ha 3 01 Schleswig-Holstein 2008 1579919 ha 4 01 Schleswig-Holstein 2009 1579907 ha ==== ==== ================== ====== ======== ============= At the moment units are only available in German. Many of them are language independent abriviations anyways, but some are actual words, like the german word for count (Anzahl).