OSMOSIS: Daily active users
Introduction
Osmosis is a Layer-1, Proof-of-Stake (PoS) blockchain built using the Cosmos SDK that has optimized its design to be a sandbox for automated market makers (AMMs). The chain enables developers to design and deploy customized AMMs by using its various modules and leveraging Osmosis' on-chain governance system. (ref).
In this dashboard, we answer the questions about this bounty:
What does a Daily Active User look like on Osmosis? First, plot out how many DAUs there are on Osmosis. Once you have the DAUs, what does their activity look like? Do they LP more or swap more? How often do they transfer tokens into Osmosis? Where are these transfers coming from?

Conclusion
The results showed that the number of active users has increased over a period of several months, and during this period, the number of user transactions in events has increased. In general, in the last few months, the number of active users and transactions have decreased compared to the first months of 2022. Also, the results showed that users do more swaps. In the past year, the number of IBC transfer transactions has increased, and although COSMOS has the most entry transactions to Osmosis, it also has the most exit transactions. But on the other hand, although Evmos is the second token in terms of entering Osmosis, it has the lowest amount of outgoing transactions. Also, most of the users have swapped and STAKING REWARDS, and this shows that users are more likely to SWAP and STAK to get rewards and airdrops and less to LP. According to the airdrops that ATOM STAKers received in the past months, this is the reason for the popularity and superiority of COSMOS in transactions. Also, the results showed that users had had more transactions to enter Evmos in the past months, and on the other hand, its outputs are very low.
The total number of ==users== is ==572 thousand==. The average number of ==new users per day is 1177==. And the average number of ==active users per day is 21.4 thousand.== In the chart of daily changes of active users and new users, it can be seen that from July 2021, which is the beginning of these changes, until early March, the number of active users has been on the rise, and their number has increased over time. But since the end of April, the number of active users has been decreasing. The best day in the number of active users is April 23, with 61093 active users. Also, in this chart, you can see the changes in new users, which fluctuated a lot from the beginning of January 2022 to the beginning of May, and the best day in terms of the number of new users is April 23. And according to this chart, it is possible to see the similarity between the change process of new users and active users.
In general, the activity of active users has decreased in the last few months. Also, the number of new users per day has decreased.
The largest number of new users in SMS was from the end of December 2021 to the end of April 2022. Also, the days of April 23, 2022, and February 16, 2022, had the highest number of new users on a daily basis.
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In the "Transactions by events" graph, it is shown that 29.9 percent of transactions are for swaps, and then 15 percent of transactions are for IBC transfers. Only 6 percent of transactions are related to LP ACTION. Users do more swaps, and swap transactions are more than LP. Also, the number of IBC transfer transactions has increased in the last two months compared to previous months. In the period when the number of active and new users in SMS has increased, the number of swaps has decreased, but before and after this range, there are more swaps.
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22% of users have swapped. And after that, most users are related to the "STAKING REWARD" event, 18% of users. Also, 13.6% of users have had an IBC transfer. 10% of users have done LPAaction. In the area diagram, you can see the changes in users in the events. The colors related to swapping and staking rewards have the largest area. And almost their changes have had little fluctuations. But according to the graph, we notice that some events, including LPAaction, have decreased in terms of user numbers in the past few months.
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==According to the graphs, it can be said that active users had more swaps and less LP.==
7 top token per month + other tokens
We have shown above that IBC transactions have increased in the past year. Also, the number of users who have made IBC transactions has increased in the past year. 24.7% of incoming transactions of IBC are related to COSMOS(ATOM) token, and also 26% of outgoing transactions belong to it. As a result, among the top 7 COSMOS tokens, it is more popular to enter and exit IBC. After COSMOS, most of the incoming transactions are related to Evmos (13.9 percent), but the lowest outgoing transaction belongs to it (3.94 percent). From June 2021 to May 2022, most of the incoming transactions are related to COSMOS, and Evmos transactions are more than other tokens. The noteworthy point is that from June 2022 to the beginning of October, Evmos is the top token in terms of the number of incoming transactions. Also, in the last three months, the number of incoming Bostrom transactions has increased significantly.
Also, in the case of outgoing transactions, except in the two months of February and March, when most transactions are related to Juno, in other months, COSMOS is the dominant token in the outgoing transactions, and in these months, most transactions belong to it. Both monthly charts show that IBC entry and exit transactions have increased since January 2022.