Beehive Metrics

### Context

Bees and other pollinating insects play an essential role in ecosystems.
A third of all our food depends on their pollination. A world without pollinators would be devastating for food production.

Beekeeping is a great way to help boost the bee population.
Keeping bees helps to strengthen the gene pool by adding healthy bees back into the population.

HOBOS (HOneyBee Online Studies) is a honeybee project that came about in the city of Würzburg in 2006. Prof. Jürgen Tautz manages and promotes this project as an alternative teaching method for schools.
Bees equipped with micro-chips, the interior of a bee hive, as well as numerous measuring values of its environment (climate, vegetation, soil) can be monitored and kept track of from anywhere around the globe

### Content
4 archives are presented with one year data (2017) for the hive Wurzburg:

- **flow_2017.csv** : For a date it contains the number of departures and arrivals from/to the beehive. A positive number indicates the number of arrivals and a negative number of departures. Note that this 2 values are in the data set with the same timestamp.
- **humidity_2017.csv** : Level of humidity through time of the beehive expressed in %
- **temperature_2017.csv** : Temperature of the beehive through time of the beehive in Cº obtained from 13 sensors.
- **weight_2017.csv** : Weight of the beehive through time in Kg.

4 archives are presented with data from year 2017 to 2019 for each hive (names: Wurzburg and Schwartau)

- **flow_(name_of_the_hive).csv** : For a date it contains the number of departures and arrivals from/to the beehive. A positive number indicates the number of arrivals and a negative number of departures. Note that this 2 values are in the data set with the same timestamp.
- **humidty_(name_of_the_hive).csv** : Level of humidity through time of the beehive expressed in %
- **temperature_(name_of_the_hive).csv** : Temperature of the beehive through time of the beehive in Cº
- **weight_(name_of_the_hive).csv** : Weight of the beehive through time in Kg.

Note!! For the period of months between May 2018 and October 2018 there is missing data from the Würzburg hive since the station was not functioning. How can we manage this?

### Source & Acknowledgements
This data is sourced from HOBOS . https://www.hobos.de

### Inspiration
Help to understand the bee environment and to help bee-keepers on their job to protect and save bees.
Can you help to link this information and make predictions in order to help the bees? All communities ideas are welcome!

蜜蜂及其他授粉昆虫在生态系统中扮演着至关重要的角色。我们三分之一的粮食供应依赖于它们的授粉作用。一个没有授粉者的世界将对粮食生产造成灾难性的影响。
养蜂是一项有助于增加蜜蜂种群数量的伟大事业。通过将健康蜜蜂重新引入种群中，养蜂有助于增强基因库。
HOBOS（HOneyBee Online Studies，即在线蜂蜜蜜蜂研究）项目于2006年诞生于维尔茨堡市。Jürgen Tautz 教授负责管理和推广该项目，将其作为学校的一种替代教学方法。
通过微型芯片装备的蜜蜂、蜂箱内部结构，以及其环境（气候、植被、土壤）的众多测量值，全球任何地方都可以对其进行监控和追踪。
### 数据内容
以下为2017年Wurzburg蜂箱的年度数据（4个档案）展示：
- **flow_2017.csv**：对于某个日期，它包含从/至蜂箱的出发和到达次数。正数表示到达次数，负数表示出发次数。请注意，这两个值在数据集中具有相同的时戳。
- **humidity_2017.csv**：蜂箱的湿度水平随时间变化，以百分比表示。
- **temperature_2017.csv**：通过13个传感器获得的蜂箱温度随时间变化，单位为摄氏度（Cº）。
- **weight_2017.csv**：蜂箱随时间变化的重量，单位为千克。
以下为2017年至2019年每个蜂箱（名称：Wurzburg和Schwartau）的数据（4个档案）：
- **flow_(name_of_the_hive).csv**：对于某个日期，它包含从/至蜂箱的出发和到达次数。正数表示到达次数，负数表示出发次数。请注意，这两个值在数据集中具有相同的时戳。
- **humidty_(name_of_the_hive).csv**：蜂箱的湿度水平随时间变化，以百分比表示。
- **temperature_(name_of_the_hive).csv**：蜂箱温度随时间变化，单位为摄氏度（Cº）。
- **weight_(name_of_the_hive).csv**：蜂箱随时间变化的重量，单位为千克。
注意事项：从2018年5月至10月，由于监测站未正常工作，Würzburg蜂箱在此期间的数据缺失。我们应如何处理这种情况？
### 数据来源与致谢
本数据来源于HOBOS。https://www.hobos.de
### 灵感
帮助理解蜜蜂的生存环境，协助蜂农在保护蜜蜂的工作中取得成效。您能否帮助将这些信息联系起来，进行预测，以帮助蜜蜂？所有社区的建议都受欢迎！