我有一个数据集,我想知道是否有可能消除行为模式。假设我在一家酒店工作,并且拥有每个客户的住宿数据库。每行条目都是客户独特的酒店住宿。
第一列是客户的唯一ID
第二列是客户首次入住酒店的日期(跨多个行(例如ID)的同一日期)。
第3列是自定义LTD平均。客户评分,因此每一行的值都保持不变,如第1列和第2列。
第4列是客户预订房间的日期
第5列是客户签到的日期
第六列是客户退房的日期
是否可以使用数据将数据透视表/将其放入图表或Excel中的某些内容中,以便可以查看/过滤是否存在趋势?我没有运气就尝试过自己,也找不到任何文章。
答案/趋势我正在尝试查找并显示在图表或视觉效果中。 -得分高(4分和5分)的客户往往会在酒店住宿时间长的那年年初预订,而得分低的顾客会在今年晚些时候预订并短期住宿。
我还希望能够查看一个客户的行为(我通过使用其ID作为数据透视表中的过滤器来进行此操作。但是,我找不到一种方法来使数据在设置时间轴并正确分组数据的图表)
谢谢!
示例数据集:
+-------------+--------------------------+--------------------------+-----------------+---------------------+------------------------+
| Customer ID | Date of First Hotel Stay | LTD Avg. Customer Rating | Hotel Room Book | Hotel Room Check-In | Hotel Room Checked-Out |
+-------------+--------------------------+--------------------------+-----------------+---------------------+------------------------+
| 1ABCDEFG | 1/3/2010 | 5 | 1/3/2010 | 3/1/2010 | 3/15/2010 |
+-------------+--------------------------+--------------------------+-----------------+---------------------+------------------------+
| 1ABCDEFG | 1/3/2010 | 5 | 1/5/2011 | 5/5/2011 | 5/19/2011 |
+-------------+--------------------------+--------------------------+-----------------+---------------------+------------------------+
| 1ABCDEFG | 1/3/2010 | 5 | 1/1/2012 | 6/1/2012 | 6/15/2012 |
+-------------+--------------------------+--------------------------+-----------------+---------------------+------------------------+
| 3ABCDEFG | 2/28/2010 | 4 | 2/28/2010 | 4/15/2010 | 4/20/2010 |
+-------------+--------------------------+--------------------------+-----------------+---------------------+------------------------+
| 3ABCDEFG | 2/28/2010 | 4 | 2/1/2011 | 4/1/2011 | 4/6/2011 |
+-------------+--------------------------+--------------------------+-----------------+---------------------+------------------------+
| 3ABCDEFG | 2/28/2010 | 4 | 2/2/2012 | 4/20/2012 | 4/25/2012 |
+-------------+--------------------------+--------------------------+-----------------+---------------------+------------------------+
| 2ABCDEFG | 5/1/2010 | 3 | 5/1/2010 | 9/8/2010 | 9/8/2010 |
+-------------+--------------------------+--------------------------+-----------------+---------------------+------------------------+
| 2ABCDEFG | 5/1/2010 | 3 | 6/1/2011 | 8/8/2011 | 8/10/2011 |
+-------------+--------------------------+--------------------------+-----------------+---------------------+------------------------+
| 2ABCDEFG | 5/1/2010 | 3 | 6/1/2012 | 9/7/2012 | 9/10/2012 |
+-------------+--------------------------+--------------------------+-----------------+---------------------+------------------------+
| 4ABCDEFG | 11/1/2010 | 2 | 11/1/2010 | 11/10/2010 | 11/11/2010 |
+-------------+--------------------------+--------------------------+-----------------+---------------------+------------------------+
| 4ABCDEFG | 11/1/2010 | 2 | 10/1/2011 | 10/3/2011 | 10/4/2011 |
+-------------+--------------------------+--------------------------+-----------------+---------------------+------------------------+
| 4ABCDEFG | 11/1/2010 | 2 | 9/15/2012 | 9/20/2012 | 9/21/2012 |
+-------------+--------------------------+--------------------------+-----------------+---------------------+------------------------+
| 5ABCDEFG | 10/15/2010 | 1 | 10/15/2010 | 10/16/2010 | 10/17/2010 |
+-------------+--------------------------+--------------------------+-----------------+---------------------+------------------------+
| 5ABCDEFG | 10/15/2010 | 1 | 10/15/2011 | 10/16/2011 | 10/17/2011 |
+-------------+--------------------------+--------------------------+-----------------+---------------------+------------------------+
| 5ABCDEFG | 10/15/2010 | 1 | 10/15/2012 | 10/16/2012 | 10/17/2012 |
+-------------+--------------------------+--------------------------+-----------------+---------------------+------------------------+