## 5 Discussion
If government authorities want to expand the dissemination scale of this type of situational information and want to check who are the volunteers, NGO'S and common public donating for people and assisting the government in the COVID-19 crisis response are, then it is better to target accounts who have a high number of followers and comes from this state. They can also interact with them by mentioning and replying to their opinions and queries. Furthermore, posts of this information type receive more likes, which indicate that this type of information has a more likable attitude during crises. \begin{table}
\begin{tabular}{l c c c c c} \hline \hline
**Features** & **Type 0** & **Type 1** & **Type 2** & **Type 3** & **Type 4** & **Type 5** \\ \hline affect & \(-6.939\) & & \(-3.608\) & & & \\ posemo & \(0.11\) & & \(1.943\) & \(1.776\) & \(1.11\) \\ negemo & & \(-0.11\) & & \(-2.842\) & \(2.63\) \\ anx & \(-2.082\) & & \(-1.11\) & & & \\ anger & \(-1.249\) & & \(-1.804\) & & \(-2.35\) \\ sad & & & & & \(2.350\) \\
**certain** & \(2.673\) & & & \(-1.388\) & & \\
**differ** & & & \(-2.984\) & \(0.776\) & & \\ percept & & \(0.318\) & \(0.163\) & & & \\ see & \(-4.441\) & & \(-1.11\) & \(-1.11\) & \(1.44\) & \\ hear & & & \(-3.331\) & & \(1.99\) & \\ feel & & & \(-1.943\) & \(-1.11\) & \(1.44\) & \\ affiliation & \(1.527\) & & \(-3.469\) & \(-1.18\) & & \\ achieve & & & & \(-1.35\) & \(-4.09\) \\ power & & & & \(1.55\) & \\ reward & & & \(-3.469\) & & & \\ risk & & & \(-1.735\) & & \(-4.30\) \\ drives & \(-1.665\) & & \(1.457\) & & \(1.41\) & \\
**Likes (Log)** & \(2.43\) & \(2.123\) & \(3.668\) & \(1.1\) & \(3.571\) & \(1.107\) \\
**Verified (Log)** & \(-1.443\) & \(2.789\) & \(-1.499\) & \(6.27\) & \(2.054\) & \(-5.829\) \\
**Followers (Log)** & \(0.34\) & \(0.07\) & \(0.72\) & \(0.51\) & \(0.07\) & \(0.001\) \\
**Following (Log)** & & & \(2.00\) & \(2.00\) & & \(2.000\) \\
**Near State** & \(0.28\) & \(0.48\) & \(0.49\) & \(0.27\) & & \(0.22\) \\ length & \(2.041\) & \(9.481\) & \(2.12\) & \(4.31\) & \(9.853\) & \\ \hline \hline \end{tabular}
\end{table} 
Table 6: Coefficients of all Features for the best Regression model of Each Type of Situational Information, and bold values in columns indicate the importance of the values and these values also indicate higher impact than other variables on the re-tweet variable. By analyzing the table, it is certain that for all types of information except Type 5 (criticizing the government and government authorities), the length of the post is critical; the more the words the tweet post contains, the larger its amount of retweets. For all categories of situational information, except Type 5 situational information, increasing the length of the post will enlarge the propagation scale, as for Type 5 (criticizing the government or government agencies), length does not matter, because it is a type of information that criticizes, whether it is in a negative way or in a positive way; some users criticize in a single word, e.g., 'pathetic', some use three to four words like 'govt should pay attention', etc. So we need to expand the sample data to assess whether it is good to use a single word or a few words to enlarge the propagation scale of this type of situational information. As far as Type 0 situational information (caution and advice) is concerned, more likes, higher word counts, less anxiety (Anx, Anger) words and more followers are the main variables that enlarge a tweet's amount of retweets, as this information is related to caution and advice so it mostly contains smooth words and a calm way of encouraging the public to relax in the crisis situation (COVID-19). It is the government authority's responsibility to disseminate this type of information, as it contains caution and giving advice related to COVID-19, so that people pay attention to it in order to save themselves from the virus.