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The relationship between ionization energy and atomic numbers is generally characterized by an upward trend as atomic numbers increase across a period or a general decrease as atomic numbers increase down a group in the periodic table.

Ionization energy refers to the amount of energy required to remove an electron from an atom or ion in its gaseous state. When an electron is removed, it forms a positively charged ion.

Across a period, as atomic numbers increase, the number of protons and electrons in the atom also increases. The increasing positive charge in the nucleus exerts a stronger pull on the electrons, making it more difficult to remove an electron. Consequently, the ionization energy generally increases from left to right across a period.

Down a group, as atomic numbers increase, additional electron shells are added, resulting in an increase in the atomic size. With a larger atomic size, the outermost electrons are farther away from the nucleus and experience a weaker attraction. As a result, the ionization energy generally decreases as you move down a group.

However, it's important to note that there can be exceptions and variations in the trend due to factors such as electron configuration and sublevel filling order. Additionally, when transition metals are involved, the ionization energies can be influenced by factors like shielding and electron repulsion.

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