Use this interactive graph to explore disclosed connections between lobbying firms, their clients, lobbyists, and Long Beach city officials. The buttons at the top navigate between each semi-annual report. Zoom with your mousewheel or trackpad, or pinch to zoom on mobile. Click/touch and drag to pan. Click/tap on any person, company or line to highlight that sub-graph. Click again on any node in the subgraph to navigate through connections. Click outside the subgraph to go back to the main graph.