# Create Data with Many-to-Many Relationships
Let's continue from where we left and create some data.
We'll create data for this same **many-to-many** relationship with a link table:
We'll continue from where we left off with the previous code.
π Full file preview
```Python
{!./docs_src/tutorial/many_to_many/tutorial001.py!}
```
## Create Heroes
As we have done before, we'll create a function `create_heroes()` and we'll create some teams and heroes in it:
```Python hl_lines="11"
# Code above omitted π
{!./docs_src/tutorial/many_to_many/tutorial001.py[ln:42-60]!}
# Code below omitted π
```
π Full file preview
```Python
{!./docs_src/tutorial/many_to_many/tutorial001.py!}
```
This is very similar to what we have done before.
We create a couple of teams, and then three heroes.
The only new detail is that instead of using an argument `team` we now use `teams`, because that is the name of the new **relationship attribute**. And more importantly, we pass a **list of teams** (even if it contains a single team).
See how **Deadpond** now belongs to the two teams?
## Commit, Refresh, and Print
Now let's do as we have done before, `commit` the **session**, `refresh` the data, and print it:
```Python hl_lines="22-25 27-29 31-36"
# Code above omitted π
{!./docs_src/tutorial/many_to_many/tutorial001.py[ln:42-75]!}
# Code below omitted π
```
π Full file preview
```Python
{!./docs_src/tutorial/many_to_many/tutorial001.py!}
```
## Add to Main
As before, add the `create_heroes()` function to the `main()` function to make sure it is called when running this program from the command line:
```Python hl_lines="22-25 27-29 31-36"
# Code above omitted π
{!./docs_src/tutorial/many_to_many/tutorial001.py[ln:78-80]!}
# Code below omitted π
```
π Full file preview
```Python
{!./docs_src/tutorial/many_to_many/tutorial001.py!}
```
## Run the Program
If we run the program from the command line, it would output:
```console
$ python app.py
// Previous output omitted π
// Automatically start a new transaction
INFO Engine BEGIN (implicit)
// Insert the hero data first
INFO Engine INSERT INTO hero (name, secret_name, age) VALUES (?, ?, ?)
INFO Engine [generated in 0.00041s] ('Deadpond', 'Dive Wilson', None)
INFO Engine INSERT INTO hero (name, secret_name, age) VALUES (?, ?, ?)
INFO Engine [cached since 0.001942s ago] ('Rusty-Man', 'Tommy Sharp', 48)
INFO Engine INSERT INTO hero (name, secret_name, age) VALUES (?, ?, ?)
INFO Engine [cached since 0.002541s ago] ('Spider-Boy', 'Pedro Parqueador', None)
// Insert the team data second
INFO Engine INSERT INTO team (name, headquarters) VALUES (?, ?)
INFO Engine [generated in 0.00037s] ('Z-Force', 'Sister Margaretβs Bar')
INFO Engine INSERT INTO team (name, headquarters) VALUES (?, ?)
INFO Engine [cached since 0.001239s ago] ('Preventers', 'Sharp Tower')
// Insert the link data last, to be able to re-use the created IDs
INFO Engine INSERT INTO heroteamlink (team_id, hero_id) VALUES (?, ?)
INFO Engine [generated in 0.00026s] ((2, 3), (1, 1), (2, 1), (2, 2))
// Commit and save the data in the database
INFO Engine COMMIT
// Automatically start a new transaction
INFO Engine BEGIN (implicit)
// Refresh the data
INFO Engine SELECT hero.id, hero.name, hero.secret_name, hero.age
FROM hero
WHERE hero.id = ?
INFO Engine [generated in 0.00019s] (1,)
INFO Engine SELECT hero.id, hero.name, hero.secret_name, hero.age
FROM hero
WHERE hero.id = ?
INFO Engine [cached since 0.001959s ago] (2,)
INFO Engine SELECT hero.id, hero.name, hero.secret_name, hero.age
FROM hero
WHERE hero.id = ?
INFO Engine [cached since 0.003215s ago] (3,)
// Print Deadpond
Deadpond: name='Deadpond' age=None id=1 secret_name='Dive Wilson'
// Accessing the .team attribute triggers a refresh
INFO Engine SELECT team.id AS team_id, team.name AS team_name, team.headquarters AS team_headquarters
FROM team, heroteamlink
WHERE ? = heroteamlink.hero_id AND team.id = heroteamlink.team_id
INFO Engine [generated in 0.00025s] (1,)
// Print Deadpond's teams, 2 teams! π
Deadpond teams: [Team(id=1, name='Z-Force', headquarters='Sister Margaretβs Bar'), Team(id=2, name='Preventers', headquarters='Sharp Tower')]
// Print Rusty-Man
Rusty-Man: name='Rusty-Man' age=48 id=2 secret_name='Tommy Sharp'
// Accessing the .team attribute triggers a refresh
INFO Engine SELECT team.id AS team_id, team.name AS team_name, team.headquarters AS team_headquarters
FROM team, heroteamlink
WHERE ? = heroteamlink.hero_id AND team.id = heroteamlink.team_id
INFO Engine [cached since 0.001716s ago] (2,)
// Print Rusty-Man teams, just one, but still a list
Rusty-Man Teams: [Team(id=2, name='Preventers', headquarters='Sharp Tower')]
// Print Spider-Boy
Spider-Boy: name='Spider-Boy' age=None id=3 secret_name='Pedro Parqueador'
// Accessing the .team attribute triggers a refresh
INFO Engine SELECT team.id AS team_id, team.name AS team_name, team.headquarters AS team_headquarters
FROM team, heroteamlink
WHERE ? = heroteamlink.hero_id AND team.id = heroteamlink.team_id
INFO Engine [cached since 0.002739s ago] (3,)
// Print Spider-Boy's teams, just one, but still a list
Spider-Boy Teams: [Team(id=2, name='Preventers', headquarters='Sharp Tower')]
// Automatic roll back any previous automatic transaction, at the end of the with block
INFO Engine ROLLBACK
```
## Recap
After setting up the model link, using it with **relationship attributes** is fairly straighforward, just Python objects. β¨