My intuition is that, from a point $a\in X$, draw a line from $a$ to $b\in X-\{a\}$, then another line from $b$ to $c\in X-\{a,b\}$, and so on. Now if $|X|=\mathfrak c$ then there are uncountable lines like these, can they be linked into a single path? Is there a limit on $X$'s cardinality?
Is path-connected space a continuous image of [0,1]?
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A continuous image of $[0,1]$ is a Peano-continuum ,these are exactly all compact metric, connected and locally connected spaces $X$.
These all have size at most $\mathfrak{c}$, as is well-known.
On the other hand $\ell_\infty(\kappa)$ is a Banach space of size $\ge \kappa$, which is path-connected. Of course there are compact such spaces of any size as well, e.g. Tychonoff cubes $[0,1]^\kappa$ which are path-connected ( as a product of path-connected spaces) and of weight $\kappa$ and size $2^\kappa$.
The Warsaw circle is a compact metric and path-connected but not locally connected, so it's not a continuous image of $[0,1]$ by the first fact I mentioned.
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Going somewhat along the same lines as Arthur's answer, it can be shown that there is no space $Y$ such that every path connected space is a continuous image of $Y$. The simple reason is that there is no bound on the cardinality of path-connected spaces. For every cardinal $\kappa$ consider the hedgehog space of spininess $\kappa$, let's denote it by $H (\kappa)$.
- To construct $H ( \kappa )$ consider the space $[0,1] \times \kappa$ where $[0,1]$ is given its usual topology, and $\kappa$ is discrete. That is, $[0,1] \times \kappa$ is a disjoint union of $\kappa$ copies of $[0,1]$. Then $H(\kappa) = ( [0,1] \times \kappa ) / \mathord{\sim}$, where $$ ( x,\xi ) \sim (y,\zeta) \Leftrightarrow x=y \mathrel{\&} \xi = \zeta, \text{ or } x = y = 0.$$ (That is, we identify all the $0$s from the different copies of $[0,1]$, which we will call spines of $H(\kappa)$.)
To see that $H(\kappa)$ is path connected, note that any two points on the same "spine" are obviously connected by a path, and two points on different spines are connected by a path that first goes through the $0$ point.
As $H(\kappa)$ has cardinality $\kappa \cdot 2^{\aleph_0} \geq \kappa$, given any space $Y$, $H(\kappa)$ cannot be a continuous image of $Y$ for any $\kappa > | Y |$.
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For somewhat less obvious examples, consider the long line $X=\omega_1\times [0,1)$ and the space $Y$ obtained from the long line by "wrapping it around" (by making the nonexistent end touch the beginning).
$X$ and $Y$ both are path-connected and have cardinality of the continuum. $X$ is not compact, but is locally path-connected, while $Y$ is compact, but not locally path-connected (it's not path-connected near the origin).
The easiest way to see that they are not continuous images of $[0,1]$ nor $(0,1)$ is to note that they are inseparable (in fact, each contains an uncountable disjoint family of open sets), and it's easy to see that separability is preserved by continuous surjections.
The space of bounded, not necessarily continuous functions $\Bbb R\to \Bbb R$ has cardinality strictly greater than that of $\Bbb R$ (only a small tweak on Cantor's original diagonal argument works). With the topology generated by balls of the following form, for a function $f$ and real $r$ $$ B_f(r)=\{g\mid \forall x\in \Bbb R, |g(x)-f(x)|<r\} $$ you can still get a continuous path $h(t)(x)$ between any two functions $f$ and $g$: $$ h(t)(x)=(1-t)f(x)+tg(x) $$