JupyterHub usage#
This displays the usage of our cloud infrastructure to give an understanding of our infrastructure setup and the communities that use it.
Last updated: Jul 27, 2024
Data source
This data is pulled from these two sources:
The list of our hubs and clusters is pulled from our
infrastructure/
repository.The active users data stream produced by JupyterHub and exposed at
metrics/
. See this PR for the feature.
Load and munge data#
Number of hubs#
27
109
Geographic map of community locations#
Below is a visualization that represents the hubs
def update_geo_fig(fig):
fig.update_geos(bgcolor=colors["paleblue"], landcolor="white", showland=True)
Below is a dropdown with a few PNGs of different hub constellations for re-use.
Show code cell outputs
All 2i2c hubs
Permanent link: 2i2c.org/kpis_static/maps/2i2c_hubs_map.png
![../_images/4404a39a9c1c6032b971e0217de8d229874835da141852f7a5cd7596eb9be266.png](../_images/4404a39a9c1c6032b971e0217de8d229874835da141852f7a5cd7596eb9be266.png)
Constellation: 2i2c
Permanent link: 2i2c.org/kpis_static/maps/2i2c_map.png
![../_images/c8c8dad9b322cc046eb14ca23f2c2c0731f45b61ec28340040f124f35886e69e.png](../_images/c8c8dad9b322cc046eb14ca23f2c2c0731f45b61ec28340040f124f35886e69e.png)
Constellation: Catalyst
Permanent link: 2i2c.org/kpis_static/maps/Catalyst_map.png
![../_images/e5740f8ae332942cc2b115fede09687c16b45754ede5acfa51f66d79146d9ec7.png](../_images/e5740f8ae332942cc2b115fede09687c16b45754ede5acfa51f66d79146d9ec7.png)
Constellation: CloudBank
Permanent link: 2i2c.org/kpis_static/maps/CloudBank_map.png
![../_images/710c4bf9bc296a0fec3ec1c77e448119f7f3c9579e0b6f1675569fde4963d251.png](../_images/710c4bf9bc296a0fec3ec1c77e448119f7f3c9579e0b6f1675569fde4963d251.png)
Active users#
Average active users over the past 6 months.
1015
5686
Monthly active users over the past 6 months
Active users by hub#
Active users broken down by each hub that we run. We break our hubs into two groups as some hubs have orders of magnitude more users than others.
Count hubs by community size#
Total number of users binned by community size#
Tells us the percentage of our userbase that comes from different community sizes.