Table 3.
Topics generated for ecommerce tweets using LDA.
| Lockdown 2.0 |
Lockdown 3.0 |
||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Topic #1 |
Topic #2 |
Topic #3 |
Topic #1 |
Topic #2 |
Topic #3 |
||||||
| Topic word | p value | Topic word | p value | Topic word | p value | Topic word | p value | Topic word | p value | Topic word | p value |
| India | .0167 | fake | .0412 | AmazonIndia | .0395 | India | .0315 | flipkartsupport | .0248 | amazonindia | .0233 |
| AmazonIndia | .0165 | deliver | .0412 | goods | .0375 | FlipkartStories | .0212 | order | .019 | eligible | .0142 |
| amazon | .015 | Paytm | .0408 | delivery | .0285 | product | .0174 | delivery | .0131 | QuizTimeMornings WithAmazon |
.0133 |
| flipkart | .0146 | Walmart | .0401 | Allow | .0275 | Motorola | .0168 | amazon | .0123 | Link | .0121 |
| items | .0138 | processed | .0394 | Government | .0268 | deliver | .0163 | amazonIN | .0106 | quiz | .0117 |
| online | .0099 | packaged | .0394 | Commerce | .0265 | NGOs | .0147 | time | .0097 | India | .0112 |
| With | .0093 | junkfood | .0394 | Products | .0254 | order | .0136 | product | .0097 | Offer | .0108 |
| sell | .0088 | contributes | .039 | Including | .0251 | price | .0136 | essential | .0091 | available | .0092 |
| like | .0084 | COVID | .0211 | Offers | .0251 | amazonIN | .0114 | lockdown | .0086 | AmazonSpinandWin | .0092 |
| lockdown | .0084 | people | .0172 | Requests | .0251 | Edge | .0109 | commerce | .0086 | sale | .0092 |
NGOs: non-governmental organizations.
Here p value stands for probability of word in a topic.