Graphs in Python
Graph representation
graph = {
'A': ['B', 'C'],
'B': ['D'],
'C': ['E']
}Problems to practice
- Number of Islands
- Clone Graph
- Course Schedule
- Topological Sort
- BFS and DFS
- Shortest path in unweighted graph
- Union-Find problems
Example: BFS
from collections import deque
def bfs(graph, start):
visited = {start}
queue = deque([start])
while queue:
node = queue.popleft()
print(node)
for neighbor in graph.get(node, []):
if neighbor not in visited:
visited.add(neighbor)
queue.append(neighbor)Can you explain it without the notes?
Graphs in Python
Use your own words. Explain an example and one limitation before checking the explanation.
Check your explanation
Graph representation
Turn this concept into a clear answer.
Practice this conceptAdapted from 18_DSA_PYTHON.md · “9. Graphs in Python”. Examples are study fragments; framework behavior can depend on your version.