diff --git a/dolphinscheduler-dao/src/main/resources/sql/dolphinscheduler_h2.sql b/dolphinscheduler-dao/src/main/resources/sql/dolphinscheduler_h2.sql
index 3d4536dab7..8aa897df7b 100644
--- a/dolphinscheduler-dao/src/main/resources/sql/dolphinscheduler_h2.sql
+++ b/dolphinscheduler-dao/src/main/resources/sql/dolphinscheduler_h2.sql
@@ -1033,19 +1033,19 @@ INSERT INTO `t_ds_dq_comparison_type`
 VALUES(1, 'FixValue', NULL, NULL, NULL, '2021-06-30 00:00:00.000', '2021-06-30 00:00:00.000', false);
 INSERT INTO `t_ds_dq_comparison_type`
 (`id`, `type`, `execute_sql`, `output_table`, `name`, `create_time`, `update_time`, `is_inner_source`)
-VALUES(2, 'DailyFluctuation', 'select round(avg(statistics_value),2) as day_avg from t_ds_dq_task_statistics_value where data_time >=date_trunc(''DAY'', ${data_time}) and data_time < date_add(date_trunc(''day'', ${data_time}),1) and unique_code = ${unique_code} and statistics_name = ''${statistics_name}''', 'day_range', 'day_range.day_avg', '2021-06-30 00:00:00.000', '2021-06-30 00:00:00.000', true);
+VALUES(2, 'DailyAvg', 'select round(avg(statistics_value),2) as day_avg from t_ds_dq_task_statistics_value where data_time >=date_trunc(''DAY'', ${data_time}) and data_time < date_add(date_trunc(''day'', ${data_time}),1) and unique_code = ${unique_code} and statistics_name = ''${statistics_name}''', 'day_range', 'day_range.day_avg', '2021-06-30 00:00:00.000', '2021-06-30 00:00:00.000', true);
 INSERT INTO `t_ds_dq_comparison_type`
 (`id`, `type`, `execute_sql`, `output_table`, `name`, `create_time`, `update_time`, `is_inner_source`)
-VALUES(3, 'WeeklyFluctuation', 'select round(avg(statistics_value),2) as week_avg from t_ds_dq_task_statistics_value where  data_time >= date_trunc(''WEEK'', ${data_time}) and data_time <date_trunc(''day'', ${data_time}) and unique_code = ${unique_code} and statistics_name = ''${statistics_name}''', 'week_range', 'week_range.week_avg', '2021-06-30 00:00:00.000', '2021-06-30 00:00:00.000', true);
+VALUES(3, 'WeeklyAvg', 'select round(avg(statistics_value),2) as week_avg from t_ds_dq_task_statistics_value where  data_time >= date_trunc(''WEEK'', ${data_time}) and data_time <date_trunc(''day'', ${data_time}) and unique_code = ${unique_code} and statistics_name = ''${statistics_name}''', 'week_range', 'week_range.week_avg', '2021-06-30 00:00:00.000', '2021-06-30 00:00:00.000', true);
 INSERT INTO `t_ds_dq_comparison_type`
 (`id`, `type`, `execute_sql`, `output_table`, `name`, `create_time`, `update_time`, `is_inner_source`)
-VALUES(4, 'MonthlyFluctuation', 'select round(avg(statistics_value),2) as month_avg from t_ds_dq_task_statistics_value where  data_time >= date_trunc(''MONTH'', ${data_time}) and data_time <date_trunc(''day'', ${data_time}) and unique_code = ${unique_code} and statistics_name = ''${statistics_name}''', 'month_range', 'month_range.month_avg', '2021-06-30 00:00:00.000', '2021-06-30 00:00:00.000', true);
+VALUES(4, 'MonthlyAvg', 'select round(avg(statistics_value),2) as month_avg from t_ds_dq_task_statistics_value where  data_time >= date_trunc(''MONTH'', ${data_time}) and data_time <date_trunc(''day'', ${data_time}) and unique_code = ${unique_code} and statistics_name = ''${statistics_name}''', 'month_range', 'month_range.month_avg', '2021-06-30 00:00:00.000', '2021-06-30 00:00:00.000', true);
 INSERT INTO `t_ds_dq_comparison_type`
 (`id`, `type`, `execute_sql`, `output_table`, `name`, `create_time`, `update_time`, `is_inner_source`)
-VALUES(5, 'Last7DayFluctuation', 'select round(avg(statistics_value),2) as last_7_avg from t_ds_dq_task_statistics_value where  data_time >= date_add(date_trunc(''day'', ${data_time}),-7) and  data_time <date_trunc(''day'', ${data_time}) and unique_code = ${unique_code} and statistics_name = ''${statistics_name}''', 'last_seven_days', 'last_seven_days.last_7_avg', '2021-06-30 00:00:00.000', '2021-06-30 00:00:00.000', true);
+VALUES(5, 'Last7DayAvg', 'select round(avg(statistics_value),2) as last_7_avg from t_ds_dq_task_statistics_value where  data_time >= date_add(date_trunc(''day'', ${data_time}),-7) and  data_time <date_trunc(''day'', ${data_time}) and unique_code = ${unique_code} and statistics_name = ''${statistics_name}''', 'last_seven_days', 'last_seven_days.last_7_avg', '2021-06-30 00:00:00.000', '2021-06-30 00:00:00.000', true);
 INSERT INTO `t_ds_dq_comparison_type`
 (`id`, `type`, `execute_sql`, `output_table`, `name`, `create_time`, `update_time`, `is_inner_source`)
-VALUES(6, 'Last30DayFluctuation', 'select round(avg(statistics_value),2) as last_30_avg from t_ds_dq_task_statistics_value where  data_time >= date_add(date_trunc(''day'', ${data_time}),-30) and  data_time < date_trunc(''day'', ${data_time}) and unique_code = ${unique_code} and statistics_name = ''${statistics_name}''', 'last_thirty_days', 'last_thirty_days.last_30_avg', '2021-06-30 00:00:00.000', '2021-06-30 00:00:00.000', true);
+VALUES(6, 'Last30DayAvg', 'select round(avg(statistics_value),2) as last_30_avg from t_ds_dq_task_statistics_value where  data_time >= date_add(date_trunc(''day'', ${data_time}),-30) and  data_time < date_trunc(''day'', ${data_time}) and unique_code = ${unique_code} and statistics_name = ''${statistics_name}''', 'last_thirty_days', 'last_thirty_days.last_30_avg', '2021-06-30 00:00:00.000', '2021-06-30 00:00:00.000', true);
 INSERT INTO `t_ds_dq_comparison_type`
 (`id`, `type`, `execute_sql`, `output_table`, `name`, `create_time`, `update_time`, `is_inner_source`)
 VALUES(7, 'SrcTableTotalRows', 'SELECT COUNT(*) AS total FROM ${src_table} WHERE (${src_filter})', 'total_count', 'total_count.total', '2021-06-30 00:00:00.000', '2021-06-30 00:00:00.000', false);
diff --git a/dolphinscheduler-dao/src/main/resources/sql/dolphinscheduler_mysql.sql b/dolphinscheduler-dao/src/main/resources/sql/dolphinscheduler_mysql.sql
index eed27f9287..24c1d18216 100644
--- a/dolphinscheduler-dao/src/main/resources/sql/dolphinscheduler_mysql.sql
+++ b/dolphinscheduler-dao/src/main/resources/sql/dolphinscheduler_mysql.sql
@@ -1017,19 +1017,19 @@ INSERT INTO `t_ds_dq_comparison_type`
 VALUES(1, 'FixValue', NULL, NULL, NULL, '2021-06-30 00:00:00.000', '2021-06-30 00:00:00.000', false);
 INSERT INTO `t_ds_dq_comparison_type`
 (`id`, `type`, `execute_sql`, `output_table`, `name`, `create_time`, `update_time`, `is_inner_source`)
-VALUES(2, 'DailyFluctuation', 'select round(avg(statistics_value),2) as day_avg from t_ds_dq_task_statistics_value where data_time >=date_trunc(''DAY'', ${data_time}) and data_time < date_add(date_trunc(''day'', ${data_time}),1) and unique_code = ${unique_code} and statistics_name = ''${statistics_name}''', 'day_range', 'day_range.day_avg', '2021-06-30 00:00:00.000', '2021-06-30 00:00:00.000', true);
+VALUES(2, 'DailyAvg', 'select round(avg(statistics_value),2) as day_avg from t_ds_dq_task_statistics_value where data_time >=date_trunc(''DAY'', ${data_time}) and data_time < date_add(date_trunc(''day'', ${data_time}),1) and unique_code = ${unique_code} and statistics_name = ''${statistics_name}''', 'day_range', 'day_range.day_avg', '2021-06-30 00:00:00.000', '2021-06-30 00:00:00.000', true);
 INSERT INTO `t_ds_dq_comparison_type`
 (`id`, `type`, `execute_sql`, `output_table`, `name`, `create_time`, `update_time`, `is_inner_source`)
-VALUES(3, 'WeeklyFluctuation', 'select round(avg(statistics_value),2) as week_avg from t_ds_dq_task_statistics_value where  data_time >= date_trunc(''WEEK'', ${data_time}) and data_time <date_trunc(''day'', ${data_time}) and unique_code = ${unique_code} and statistics_name = ''${statistics_name}''', 'week_range', 'week_range.week_avg', '2021-06-30 00:00:00.000', '2021-06-30 00:00:00.000', true);
+VALUES(3, 'WeeklyAvg', 'select round(avg(statistics_value),2) as week_avg from t_ds_dq_task_statistics_value where  data_time >= date_trunc(''WEEK'', ${data_time}) and data_time <date_trunc(''day'', ${data_time}) and unique_code = ${unique_code} and statistics_name = ''${statistics_name}''', 'week_range', 'week_range.week_avg', '2021-06-30 00:00:00.000', '2021-06-30 00:00:00.000', true);
 INSERT INTO `t_ds_dq_comparison_type`
 (`id`, `type`, `execute_sql`, `output_table`, `name`, `create_time`, `update_time`, `is_inner_source`)
-VALUES(4, 'MonthlyFluctuation', 'select round(avg(statistics_value),2) as month_avg from t_ds_dq_task_statistics_value where  data_time >= date_trunc(''MONTH'', ${data_time}) and data_time <date_trunc(''day'', ${data_time}) and unique_code = ${unique_code} and statistics_name = ''${statistics_name}''', 'month_range', 'month_range.month_avg', '2021-06-30 00:00:00.000', '2021-06-30 00:00:00.000', true);
+VALUES(4, 'MonthlyAvg', 'select round(avg(statistics_value),2) as month_avg from t_ds_dq_task_statistics_value where  data_time >= date_trunc(''MONTH'', ${data_time}) and data_time <date_trunc(''day'', ${data_time}) and unique_code = ${unique_code} and statistics_name = ''${statistics_name}''', 'month_range', 'month_range.month_avg', '2021-06-30 00:00:00.000', '2021-06-30 00:00:00.000', true);
 INSERT INTO `t_ds_dq_comparison_type`
 (`id`, `type`, `execute_sql`, `output_table`, `name`, `create_time`, `update_time`, `is_inner_source`)
-VALUES(5, 'Last7DayFluctuation', 'select round(avg(statistics_value),2) as last_7_avg from t_ds_dq_task_statistics_value where  data_time >= date_add(date_trunc(''day'', ${data_time}),-7) and  data_time <date_trunc(''day'', ${data_time}) and unique_code = ${unique_code} and statistics_name = ''${statistics_name}''', 'last_seven_days', 'last_seven_days.last_7_avg', '2021-06-30 00:00:00.000', '2021-06-30 00:00:00.000', true);
+VALUES(5, 'Last7DayAvg', 'select round(avg(statistics_value),2) as last_7_avg from t_ds_dq_task_statistics_value where  data_time >= date_add(date_trunc(''day'', ${data_time}),-7) and  data_time <date_trunc(''day'', ${data_time}) and unique_code = ${unique_code} and statistics_name = ''${statistics_name}''', 'last_seven_days', 'last_seven_days.last_7_avg', '2021-06-30 00:00:00.000', '2021-06-30 00:00:00.000', true);
 INSERT INTO `t_ds_dq_comparison_type`
 (`id`, `type`, `execute_sql`, `output_table`, `name`, `create_time`, `update_time`, `is_inner_source`)
-VALUES(6, 'Last30DayFluctuation', 'select round(avg(statistics_value),2) as last_30_avg from t_ds_dq_task_statistics_value where  data_time >= date_add(date_trunc(''day'', ${data_time}),-30) and  data_time < date_trunc(''day'', ${data_time}) and unique_code = ${unique_code} and statistics_name = ''${statistics_name}''', 'last_thirty_days', 'last_thirty_days.last_30_avg', '2021-06-30 00:00:00.000', '2021-06-30 00:00:00.000', true);
+VALUES(6, 'Last30DayAvg', 'select round(avg(statistics_value),2) as last_30_avg from t_ds_dq_task_statistics_value where  data_time >= date_add(date_trunc(''day'', ${data_time}),-30) and  data_time < date_trunc(''day'', ${data_time}) and unique_code = ${unique_code} and statistics_name = ''${statistics_name}''', 'last_thirty_days', 'last_thirty_days.last_30_avg', '2021-06-30 00:00:00.000', '2021-06-30 00:00:00.000', true);
 INSERT INTO `t_ds_dq_comparison_type`
 (`id`, `type`, `execute_sql`, `output_table`, `name`, `create_time`, `update_time`, `is_inner_source`)
 VALUES(7, 'SrcTableTotalRows', 'SELECT COUNT(*) AS total FROM ${src_table} WHERE (${src_filter})', 'total_count', 'total_count.total', '2021-06-30 00:00:00.000', '2021-06-30 00:00:00.000', false);
diff --git a/dolphinscheduler-dao/src/main/resources/sql/dolphinscheduler_postgresql.sql b/dolphinscheduler-dao/src/main/resources/sql/dolphinscheduler_postgresql.sql
index 9373740a17..8fdd071439 100644
--- a/dolphinscheduler-dao/src/main/resources/sql/dolphinscheduler_postgresql.sql
+++ b/dolphinscheduler-dao/src/main/resources/sql/dolphinscheduler_postgresql.sql
@@ -1012,19 +1012,19 @@ INSERT INTO t_ds_dq_comparison_type
 VALUES(1, 'FixValue', NULL, NULL, NULL, '2021-06-30 00:00:00.000', '2021-06-30 00:00:00.000', false);
 INSERT INTO t_ds_dq_comparison_type
 (id, "type", execute_sql, output_table, "name", create_time, update_time, is_inner_source)
-VALUES(2, 'DailyFluctuation', 'select round(avg(statistics_value),2) as day_avg from t_ds_dq_task_statistics_value where data_time >=date_trunc(''DAY'', ${data_time}) and data_time < date_add(date_trunc(''day'', ${data_time}),1) and unique_code = ${unique_code} and statistics_name = ''${statistics_name}''', 'day_range', 'day_range.day_avg', '2021-06-30 00:00:00.000', '2021-06-30 00:00:00.000', true);
+VALUES(2, 'DailyAvg', 'select round(avg(statistics_value),2) as day_avg from t_ds_dq_task_statistics_value where data_time >=date_trunc(''DAY'', ${data_time}) and data_time < date_add(date_trunc(''day'', ${data_time}),1) and unique_code = ${unique_code} and statistics_name = ''${statistics_name}''', 'day_range', 'day_range.day_avg', '2021-06-30 00:00:00.000', '2021-06-30 00:00:00.000', true);
 INSERT INTO t_ds_dq_comparison_type
 (id, "type", execute_sql, output_table, "name", create_time, update_time, is_inner_source)
-VALUES(3, 'WeeklyFluctuation', 'select round(avg(statistics_value),2) as week_avg from t_ds_dq_task_statistics_value where  data_time >= date_trunc(''WEEK'', ${data_time}) and data_time <date_trunc(''day'', ${data_time}) and unique_code = ${unique_code} and statistics_name = ''${statistics_name}''', 'week_range', 'week_range.week_avg', '2021-06-30 00:00:00.000', '2021-06-30 00:00:00.000', true);
+VALUES(3, 'WeeklyAvg', 'select round(avg(statistics_value),2) as week_avg from t_ds_dq_task_statistics_value where  data_time >= date_trunc(''WEEK'', ${data_time}) and data_time <date_trunc(''day'', ${data_time}) and unique_code = ${unique_code} and statistics_name = ''${statistics_name}''', 'week_range', 'week_range.week_avg', '2021-06-30 00:00:00.000', '2021-06-30 00:00:00.000', true);
 INSERT INTO t_ds_dq_comparison_type
 (id, "type", execute_sql, output_table, "name", create_time, update_time, is_inner_source)
-VALUES(4, 'MonthlyFluctuation', 'select round(avg(statistics_value),2) as month_avg from t_ds_dq_task_statistics_value where  data_time >= date_trunc(''MONTH'', ${data_time}) and data_time <date_trunc(''day'', ${data_time}) and unique_code = ${unique_code} and statistics_name = ''${statistics_name}''', 'month_range', 'month_range.month_avg', '2021-06-30 00:00:00.000', '2021-06-30 00:00:00.000', true);
+VALUES(4, 'MonthlyAvg', 'select round(avg(statistics_value),2) as month_avg from t_ds_dq_task_statistics_value where  data_time >= date_trunc(''MONTH'', ${data_time}) and data_time <date_trunc(''day'', ${data_time}) and unique_code = ${unique_code} and statistics_name = ''${statistics_name}''', 'month_range', 'month_range.month_avg', '2021-06-30 00:00:00.000', '2021-06-30 00:00:00.000', true);
 INSERT INTO t_ds_dq_comparison_type
 (id, "type", execute_sql, output_table, "name", create_time, update_time, is_inner_source)
-VALUES(5, 'Last7DayFluctuation', 'select round(avg(statistics_value),2) as last_7_avg from t_ds_dq_task_statistics_value where  data_time >= date_add(date_trunc(''day'', ${data_time}),-7) and  data_time <date_trunc(''day'', ${data_time}) and unique_code = ${unique_code} and statistics_name = ''${statistics_name}''', 'last_seven_days', 'last_seven_days.last_7_avg', '2021-06-30 00:00:00.000', '2021-06-30 00:00:00.000', true);
+VALUES(5, 'Last7DayAvg', 'select round(avg(statistics_value),2) as last_7_avg from t_ds_dq_task_statistics_value where  data_time >= date_add(date_trunc(''day'', ${data_time}),-7) and  data_time <date_trunc(''day'', ${data_time}) and unique_code = ${unique_code} and statistics_name = ''${statistics_name}''', 'last_seven_days', 'last_seven_days.last_7_avg', '2021-06-30 00:00:00.000', '2021-06-30 00:00:00.000', true);
 INSERT INTO t_ds_dq_comparison_type
 (id, "type", execute_sql, output_table, "name", create_time, update_time, is_inner_source)
-VALUES(6, 'Last30DayFluctuation', 'select round(avg(statistics_value),2) as last_30_avg from t_ds_dq_task_statistics_value where  data_time >= date_add(date_trunc(''day'', ${data_time}),-30) and  data_time < date_trunc(''day'', ${data_time}) and unique_code = ${unique_code} and statistics_name = ''${statistics_name}''', 'last_thirty_days', 'last_thirty_days.last_30_avg', '2021-06-30 00:00:00.000', '2021-06-30 00:00:00.000', true);
+VALUES(6, 'Last30DayAvg', 'select round(avg(statistics_value),2) as last_30_avg from t_ds_dq_task_statistics_value where  data_time >= date_add(date_trunc(''day'', ${data_time}),-30) and  data_time < date_trunc(''day'', ${data_time}) and unique_code = ${unique_code} and statistics_name = ''${statistics_name}''', 'last_thirty_days', 'last_thirty_days.last_30_avg', '2021-06-30 00:00:00.000', '2021-06-30 00:00:00.000', true);
 INSERT INTO t_ds_dq_comparison_type
 (id, "type", execute_sql, output_table, "name", create_time, update_time, is_inner_source)
 VALUES(7, 'SrcTableTotalRows', 'SELECT COUNT(*) AS total FROM ${src_table} WHERE (${src_filter})', 'total_count', 'total_count.total', '2021-06-30 00:00:00.000', '2021-06-30 00:00:00.000', false);
diff --git a/dolphinscheduler-dao/src/main/resources/sql/upgrade/2.1.0_schema/mysql/dolphinscheduler_dml.sql b/dolphinscheduler-dao/src/main/resources/sql/upgrade/2.1.0_schema/mysql/dolphinscheduler_dml.sql
index d6c145d0a9..832fc5c32a 100644
--- a/dolphinscheduler-dao/src/main/resources/sql/upgrade/2.1.0_schema/mysql/dolphinscheduler_dml.sql
+++ b/dolphinscheduler-dao/src/main/resources/sql/upgrade/2.1.0_schema/mysql/dolphinscheduler_dml.sql
@@ -20,19 +20,19 @@ INSERT INTO `t_ds_dq_comparison_type`
 VALUES(1, 'FixValue', NULL, NULL, NULL, '2021-06-30 00:00:00.000', '2021-06-30 00:00:00.000', false);
 INSERT INTO `t_ds_dq_comparison_type`
 (`id`, `type`, `execute_sql`, `output_table`, `name`, `create_time`, `update_time`, `is_inner_source`)
-VALUES(2, 'DailyFluctuation', 'select round(avg(statistics_value),2) as day_avg from t_ds_dq_task_statistics_value where data_time >=date_trunc(''DAY'', ${data_time}) and data_time < date_add(date_trunc(''day'', ${data_time}),1) and unique_code = ${unique_code} and statistics_name = ''${statistics_name}''', 'day_range', 'day_range.day_avg', '2021-06-30 00:00:00.000', '2021-06-30 00:00:00.000', true);
+VALUES(2, 'DailyAvg', 'select round(avg(statistics_value),2) as day_avg from t_ds_dq_task_statistics_value where data_time >=date_trunc(''DAY'', ${data_time}) and data_time < date_add(date_trunc(''day'', ${data_time}),1) and unique_code = ${unique_code} and statistics_name = ''${statistics_name}''', 'day_range', 'day_range.day_avg', '2021-06-30 00:00:00.000', '2021-06-30 00:00:00.000', true);
 INSERT INTO `t_ds_dq_comparison_type`
 (`id`, `type`, `execute_sql`, `output_table`, `name`, `create_time`, `update_time`, `is_inner_source`)
-VALUES(3, 'WeeklyFluctuation', 'select round(avg(statistics_value),2) as week_avg from t_ds_dq_task_statistics_value where  data_time >= date_trunc(''WEEK'', ${data_time}) and data_time <date_trunc(''day'', ${data_time}) and unique_code = ${unique_code} and statistics_name = ''${statistics_name}''', 'week_range', 'week_range.week_avg', '2021-06-30 00:00:00.000', '2021-06-30 00:00:00.000', true);
+VALUES(3, 'WeeklyAvg', 'select round(avg(statistics_value),2) as week_avg from t_ds_dq_task_statistics_value where  data_time >= date_trunc(''WEEK'', ${data_time}) and data_time <date_trunc(''day'', ${data_time}) and unique_code = ${unique_code} and statistics_name = ''${statistics_name}''', 'week_range', 'week_range.week_avg', '2021-06-30 00:00:00.000', '2021-06-30 00:00:00.000', true);
 INSERT INTO `t_ds_dq_comparison_type`
 (`id`, `type`, `execute_sql`, `output_table`, `name`, `create_time`, `update_time`, `is_inner_source`)
-VALUES(4, 'MonthlyFluctuation', 'select round(avg(statistics_value),2) as month_avg from t_ds_dq_task_statistics_value where  data_time >= date_trunc(''MONTH'', ${data_time}) and data_time <date_trunc(''day'', ${data_time}) and unique_code = ${unique_code} and statistics_name = ''${statistics_name}''', 'month_range', 'month_range.month_avg', '2021-06-30 00:00:00.000', '2021-06-30 00:00:00.000', true);
+VALUES(4, 'MonthlyAvg', 'select round(avg(statistics_value),2) as month_avg from t_ds_dq_task_statistics_value where  data_time >= date_trunc(''MONTH'', ${data_time}) and data_time <date_trunc(''day'', ${data_time}) and unique_code = ${unique_code} and statistics_name = ''${statistics_name}''', 'month_range', 'month_range.month_avg', '2021-06-30 00:00:00.000', '2021-06-30 00:00:00.000', true);
 INSERT INTO `t_ds_dq_comparison_type`
 (`id`, `type`, `execute_sql`, `output_table`, `name`, `create_time`, `update_time`, `is_inner_source`)
-VALUES(5, 'Last7DayFluctuation', 'select round(avg(statistics_value),2) as last_7_avg from t_ds_dq_task_statistics_value where  data_time >= date_add(date_trunc(''day'', ${data_time}),-7) and  data_time <date_trunc(''day'', ${data_time}) and unique_code = ${unique_code} and statistics_name = ''${statistics_name}''', 'last_seven_days', 'last_seven_days.last_7_avg', '2021-06-30 00:00:00.000', '2021-06-30 00:00:00.000', true);
+VALUES(5, 'Last7DayAvg', 'select round(avg(statistics_value),2) as last_7_avg from t_ds_dq_task_statistics_value where  data_time >= date_add(date_trunc(''day'', ${data_time}),-7) and  data_time <date_trunc(''day'', ${data_time}) and unique_code = ${unique_code} and statistics_name = ''${statistics_name}''', 'last_seven_days', 'last_seven_days.last_7_avg', '2021-06-30 00:00:00.000', '2021-06-30 00:00:00.000', true);
 INSERT INTO `t_ds_dq_comparison_type`
 (`id`, `type`, `execute_sql`, `output_table`, `name`, `create_time`, `update_time`, `is_inner_source`)
-VALUES(6, 'Last30DayFluctuation', 'select round(avg(statistics_value),2) as last_30_avg from t_ds_dq_task_statistics_value where  data_time >= date_add(date_trunc(''day'', ${data_time}),-30) and  data_time < date_trunc(''day'', ${data_time}) and unique_code = ${unique_code} and statistics_name = ''${statistics_name}''', 'last_thirty_days', 'last_thirty_days.last_30_avg', '2021-06-30 00:00:00.000', '2021-06-30 00:00:00.000', true);
+VALUES(6, 'Last30DayAvg', 'select round(avg(statistics_value),2) as last_30_avg from t_ds_dq_task_statistics_value where  data_time >= date_add(date_trunc(''day'', ${data_time}),-30) and  data_time < date_trunc(''day'', ${data_time}) and unique_code = ${unique_code} and statistics_name = ''${statistics_name}''', 'last_thirty_days', 'last_thirty_days.last_30_avg', '2021-06-30 00:00:00.000', '2021-06-30 00:00:00.000', true);
 INSERT INTO `t_ds_dq_comparison_type`
 (`id`, `type`, `execute_sql`, `output_table`, `name`, `create_time`, `update_time`, `is_inner_source`)
 VALUES(7, 'SrcTableTotalRows', 'SELECT COUNT(*) AS total FROM ${src_table} WHERE (${src_filter})', 'total_count', 'total_count.total', '2021-06-30 00:00:00.000', '2021-06-30 00:00:00.000', false);
diff --git a/dolphinscheduler-dao/src/main/resources/sql/upgrade/2.1.0_schema/postgresql/dolphinscheduler_dml.sql b/dolphinscheduler-dao/src/main/resources/sql/upgrade/2.1.0_schema/postgresql/dolphinscheduler_dml.sql
index 7f7080ae10..3daf1e81f8 100644
--- a/dolphinscheduler-dao/src/main/resources/sql/upgrade/2.1.0_schema/postgresql/dolphinscheduler_dml.sql
+++ b/dolphinscheduler-dao/src/main/resources/sql/upgrade/2.1.0_schema/postgresql/dolphinscheduler_dml.sql
@@ -33,19 +33,19 @@ EXECUTE 'INSERT INTO' || quote_ident(v_schema) ||'.t_ds_dq_comparison_type
     VALUES(1, "FixValue", NULL, NULL, NULL, "2021-06-30 00:00:00.000", "2021-06-30 00:00:00.000", false)';
 EXECUTE 'INSERT INTO' || quote_ident(v_schema) ||'.t_ds_dq_comparison_type
     (id, "type", execute_sql, output_table, "name", create_time, update_time, is_inner_source)
-    VALUES(2, "DailyFluctuation", "select round(avg(statistics_value),2) as day_avg from t_ds_dq_task_statistics_value where data_time >=date_trunc(''DAY'', ${data_time}) and data_time < date_add(date_trunc(''day'', ${data_time}),1) and unique_code = ${unique_code} and statistics_name = ''${statistics_name}''", "day_range", "day_range.day_avg", "2021-06-30 00:00:00.000", "2021-06-30 00:00:00.000", true)';
+    VALUES(2, "DailyAvg", "select round(avg(statistics_value),2) as day_avg from t_ds_dq_task_statistics_value where data_time >=date_trunc(''DAY'', ${data_time}) and data_time < date_add(date_trunc(''day'', ${data_time}),1) and unique_code = ${unique_code} and statistics_name = ''${statistics_name}''", "day_range", "day_range.day_avg", "2021-06-30 00:00:00.000", "2021-06-30 00:00:00.000", true)';
 EXECUTE 'INSERT INTO' || quote_ident(v_schema) ||'.t_ds_dq_comparison_type
     (id, "type", execute_sql, output_table, "name", create_time, update_time, is_inner_source)
-    VALUES(3, "WeeklyFluctuation", "select round(avg(statistics_value),2) as week_avg from t_ds_dq_task_statistics_value where  data_time >= date_trunc(''WEEK'', ${data_time}) and data_time <date_trunc(''day'', ${data_time}) and unique_code = ${unique_code} and statistics_name = ''${statistics_name}''", "week_range", "week_range.week_avg", "2021-06-30 00:00:00.000", "2021-06-30 00:00:00.000", true)';
+    VALUES(3, "WeeklyAvg", "select round(avg(statistics_value),2) as week_avg from t_ds_dq_task_statistics_value where  data_time >= date_trunc(''WEEK'', ${data_time}) and data_time <date_trunc(''day'', ${data_time}) and unique_code = ${unique_code} and statistics_name = ''${statistics_name}''", "week_range", "week_range.week_avg", "2021-06-30 00:00:00.000", "2021-06-30 00:00:00.000", true)';
 EXECUTE 'INSERT INTO' || quote_ident(v_schema) ||'.t_ds_dq_comparison_type
     (id, "type", execute_sql, output_table, "name", create_time, update_time, is_inner_source)
-    VALUES(4, "MonthlyFluctuation", "select round(avg(statistics_value),2) as month_avg from t_ds_dq_task_statistics_value where  data_time >= date_trunc(''MONTH'', ${data_time}) and data_time <date_trunc(''day'', ${data_time}) and unique_code = ${unique_code} and statistics_name = ''${statistics_name}''", "month_range", "month_range.month_avg", "2021-06-30 00:00:00.000", "2021-06-30 00:00:00.000", true)';
+    VALUES(4, "MonthlyAvg", "select round(avg(statistics_value),2) as month_avg from t_ds_dq_task_statistics_value where  data_time >= date_trunc(''MONTH'', ${data_time}) and data_time <date_trunc(''day'', ${data_time}) and unique_code = ${unique_code} and statistics_name = ''${statistics_name}''", "month_range", "month_range.month_avg", "2021-06-30 00:00:00.000", "2021-06-30 00:00:00.000", true)';
 EXECUTE 'INSERT INTO' || quote_ident(v_schema) ||'.t_ds_dq_comparison_type
     (id, "type", execute_sql, output_table, "name", create_time, update_time, is_inner_source)
-    VALUES(5, "Last7DayFluctuation", "select round(avg(statistics_value),2) as last_7_avg from t_ds_dq_task_statistics_value where  data_time >= date_add(date_trunc(''day'', ${data_time}),-7) and  data_time <date_trunc(''day'', ${data_time}) and unique_code = ${unique_code} and statistics_name = ''${statistics_name}''", "last_seven_days", "last_seven_days.last_7_avg", "2021-06-30 00:00:00.000", "2021-06-30 00:00:00.000", true)';
+    VALUES(5, "Last7DayAvg", "select round(avg(statistics_value),2) as last_7_avg from t_ds_dq_task_statistics_value where  data_time >= date_add(date_trunc(''day'', ${data_time}),-7) and  data_time <date_trunc(''day'', ${data_time}) and unique_code = ${unique_code} and statistics_name = ''${statistics_name}''", "last_seven_days", "last_seven_days.last_7_avg", "2021-06-30 00:00:00.000", "2021-06-30 00:00:00.000", true)';
 EXECUTE 'INSERT INTO' || quote_ident(v_schema) ||'.t_ds_dq_comparison_type
     (id, "type", execute_sql, output_table, "name", create_time, update_time, is_inner_source)
-    VALUES(6, "Last30DayFluctuation", "select round(avg(statistics_value),2) as last_30_avg from t_ds_dq_task_statistics_value where  data_time >= date_add(date_trunc(''day'', ${data_time}),-30) and  data_time < date_trunc(''day'', ${data_time}) and unique_code = ${unique_code} and statistics_name = ''${statistics_name}''", "last_thirty_days", "last_thirty_days.last_30_avg", "2021-06-30 00:00:00.000", "2021-06-30 00:00:00.000", true)';
+    VALUES(6, "Last30DayAvg", "select round(avg(statistics_value),2) as last_30_avg from t_ds_dq_task_statistics_value where  data_time >= date_add(date_trunc(''day'', ${data_time}),-30) and  data_time < date_trunc(''day'', ${data_time}) and unique_code = ${unique_code} and statistics_name = ''${statistics_name}''", "last_thirty_days", "last_thirty_days.last_30_avg", "2021-06-30 00:00:00.000", "2021-06-30 00:00:00.000", true)';
 EXECUTE 'INSERT INTO' || quote_ident(v_schema) ||'.t_ds_dq_comparison_type
     (id, "type", execute_sql, output_table, "name", create_time, update_time, is_inner_source)
     VALUES(7, "SrcTableTotalRows", "SELECT COUNT(*) AS total FROM ${src_table} WHERE (${src_filter})@, "total_count", "total_count.total", "2021-06-30 00:00:00.000", "2021-06-30 00:00:00.000", false)';
diff --git a/dolphinscheduler-ui-next/src/locales/modules/en_US.ts b/dolphinscheduler-ui-next/src/locales/modules/en_US.ts
index 656bade214..ed1df69b6d 100644
--- a/dolphinscheduler-ui-next/src/locales/modules/en_US.ts
+++ b/dolphinscheduler-ui-next/src/locales/modules/en_US.ts
@@ -1027,11 +1027,11 @@ const data_quality = {
     table_count_check: 'TableCountCheck',
     All: 'All',
     FixValue: 'FixValue',
-    DailyFluctuation: 'DailyFluctuation',
-    WeeklyFluctuation: 'WeeklyFluctuation',
-    MonthlyFluctuation: 'MonthlyFluctuation',
-    Last7DayFluctuation: 'Last7DayFluctuation',
-    Last30DayFluctuation: 'Last30DayFluctuation',
+    DailyAvg: 'DailyAvg',
+    WeeklyAvg: 'WeeklyAvg',
+    MonthlyAvg: 'MonthlyAvg',
+    Last7DayAvg: 'Last7DayAvg',
+    Last30DayAvg: 'Last30DayAvg',
     SrcTableTotalRows: 'SrcTableTotalRows',
     TargetTableTotalRows: 'TargetTableTotalRows'
   }
diff --git a/dolphinscheduler-ui-next/src/locales/modules/zh_CN.ts b/dolphinscheduler-ui-next/src/locales/modules/zh_CN.ts
index 68bf15025c..86208a5092 100644
--- a/dolphinscheduler-ui-next/src/locales/modules/zh_CN.ts
+++ b/dolphinscheduler-ui-next/src/locales/modules/zh_CN.ts
@@ -1013,11 +1013,11 @@ const data_quality = {
     table_count_check: '表行数校验',
     all: '全部',
     FixValue: '固定值',
-    DailyFluctuation: '日波动',
-    WeeklyFluctuation: '周波动',
-    MonthlyFluctuation: '月波动',
-    Last7DayFluctuation: '最近7天波动',
-    Last30DayFluctuation: '最近30天波动',
+    DailyAvg: '日均值',
+    WeeklyAvg: '周均值',
+    MonthlyAvg: '月均值',
+    Last7DayAvg: '最近7天均值',
+    Last30DayAvg: '最近30天均值',
     SrcTableTotalRows: '源表总行数',
     TargetTableTotalRows: '目标表总行数'
   }
diff --git a/dolphinscheduler-ui/src/js/module/i18n/locale/en_US.js b/dolphinscheduler-ui/src/js/module/i18n/locale/en_US.js
index a42f195183..515d16be07 100755
--- a/dolphinscheduler-ui/src/js/module/i18n/locale/en_US.js
+++ b/dolphinscheduler-ui/src/js/module/i18n/locale/en_US.js
@@ -895,11 +895,11 @@ export default {
   table_count_check: 'TableCountCheck',
   All: 'All',
   FixValue: 'FixValue',
-  DailyFluctuation: 'DailyFluctuation',
-  WeeklyFluctuation: 'WeeklyFluctuation',
-  MonthlyFluctuation: 'MonthlyFluctuation',
-  Last7DayFluctuation: 'Last7DayFluctuation',
-  Last30DayFluctuation: 'Last30DayFluctuation',
+  DailyAvg: 'DailyAvg',
+  WeeklyAvg: 'WeeklyAvg',
+  MonthlyAvg: 'MonthlyAvg',
+  Last7DayAvg: 'Last7DayAvg',
+  Last30DayAvg: 'Last30DayAvg',
   SrcTableTotalRows: 'SrcTableTotalRows',
   TargetTableTotalRows: 'TargetTableTotalRows',
   // k8s
diff --git a/dolphinscheduler-ui/src/js/module/i18n/locale/zh_CN.js b/dolphinscheduler-ui/src/js/module/i18n/locale/zh_CN.js
index dd823bb1b2..fe1fba85db 100755
--- a/dolphinscheduler-ui/src/js/module/i18n/locale/zh_CN.js
+++ b/dolphinscheduler-ui/src/js/module/i18n/locale/zh_CN.js
@@ -895,11 +895,11 @@ export default {
   table_count_check: '表行数校验',
   All: '全部',
   FixValue: '固定值',
-  DailyFluctuation: '日波动',
-  WeeklyFluctuation: '周波动',
-  MonthlyFluctuation: '月波动',
-  Last7DayFluctuation: '最近7天波动',
-  Last30DayFluctuation: '最近30天波动',
+  DailyAvg: '日均值',
+  WeeklyAvg: '周均值',
+  MonthlyAvg: '月均值',
+  Last7DayAvg: '最近7天均值',
+  Last30DayAvg: '最近30天均值',
   SrcTableTotalRows: '源表总行数',
   TargetTableTotalRows: '目标表总行数',
   // k8s