We report on the dataset, data handling, and detailed analysis techniques of first neutrino-mass measurement by Karlsruhe Tritium Neutrino (KATRIN) experiment, which probes absolute scale via β-decay kinematics molecular tritium. The source is highly pure, cryogenic T2 gas. β electrons are guided along magnetic field lines toward a high-resolution, integrating spectrometer for energy analysis. ...