You didn't indicate how your document sets up two-column mode, so I had to make some assumptions, which may or may not be appropriate for your document.
The tabular environment currently exceeds the width of the column because there is unbreakable and long text in three header cells. I suggest that your reorganize the header to give it more structure and to make each individual cell less wide. In the example below, I also employ a tabular* environment and set its overall width to \columnwidth.
I would further like to suggest that you give the table a more open "look" by omitting all vertical rules and by using fewer, but well-spaced horizontal rules. To enhance legibility, I would also align the numbers in the three numeric columns on their respective decimal markers.

\documentclass[sigconf,twocolumn]{acmart}
\usepackage{lipsum} % for filler text
\usepackage{booktabs} % for well-spaced horizontal rules
\usepackage{siunitx} % for 'S' column type
\raggedbottom
\begin{document}
\begin{table}[h]
\setlength\tabcolsep{0pt}
%\centering % not needed
\begin{tabular*}{\columnwidth}{@{\extracolsep{\fill}}
l l
S[table-format=2.3]
*{2}{S[table-format=2.2]} }
\toprule
Brand & Community & \multicolumn{3}{c}{Average Brand Sentiment}\\
\cmidrule{3-5}
& & {Neutral} & {Negative} & {Positive} \\
\midrule
Apple & NEWS & 1.45 & 2.93 & 2.72 \\
Apple & Amazon & 0.069 & 0.39 & 0.71 \\
Apple & Twitter & 17.11 & 11.36 & 12.06 \\
\addlinespace
Huawei & Amazon &0.076 & 0.20 & 1 \\
Huawei & Twitter & 13.56 & 5.3 & 10.58 \\
Huawei & NEWS &1.034 & 1.73 & 1.75 \\
\addlinespace
Samsung & NEWS & 1.03 & 1.83 & 3.37 \\
Samsung & Twitter& 10.82 & 4.52 & 11.62 \\
Samsung & Amazon & 0.093& 0.35& 1.1 \\
\bottomrule
\addlinespace
\end{tabular*}
\caption{Average Sentiment, by Brand and Community}
\label{brand_senti_community}
\end{table}
\lipsum % some filler text
\end{document}
kantlipsumpackage and its\kantmacro to generate sample text, so we do not need the bibliography. The point is to provide code for those who want to help, in such a way that the code provided can be used as is. – daleif Aug 27 '19 at 09:24twocolumnoption in your template, if yes, please usetable*instead oftable, if this not suits, then provide theMWE(fromdocumentclass{...}...\end{document}– MadyYuvi Aug 27 '19 at 09:27