This list I will update as I find more:
| Sensor | Temperature Low | Temperature High | Precision | Interface | Price (usd) | 
|---|---|---|---|---|---|
| DS18B20 | -55°C (-67°F) | 125°C (257°F) | 0.0625°C (0.11°F) | Dallas 1-Wire | $2 | 
| DHT11 | 0°C (32°F) | 50°C (122°F) | 1°C (3.3°F) | 1-wire | $5 | 
| DHT22/AM2302 | -40°C (-40°F) | 80°C (176°F) | 0.1°F (0.18°F) | 1-wire | $5 | 
| AM2312 | -40°C (-40°F) | 80°C (176°F) | 0.1°C (0.18°F) | I2c | $15 | 
| MCP9808 | -40°C (-40°F) | 125°C (257°F) | 0.0625°C (0.11°F) | I2c | $5 | 
DS18B20
East of Setup: Medium
Interface: Digital 1-Wire
Benefits: Can daisy chain many of them along the same serial bus.
Limitation: Requires a 4.7k resistor. The communication is slow (about 1 second per sensor) which can slow down how often you're getting updates if you have 10+ on the bus. For I2c/UART (need interface board for I2c/UART)
Price: $2
Links For Setup: Adafruit Tutorial, ModMiPi Tutorial,
Some Python Libraries: Github
DHT11 / DHT22
 / DHT22 / AM2302
 / AM2302
I put these three together because of their similarities.  The AM2302 / DHT 22 have a higher and lower temperature range. Each type requires a 10k resistor per sensor.
Temperature Range: AM2302/DHT22 -40°C to +80°C (-40°F to +176°F)
Temperature Range: DHT11 0°C to +50°C (32°F to +122°F)
Interface: Digital 1-wire (not same as Dallas 1-Wire protocol)
Benefits: Senses humidity.  DHT11 isn't too expensive
Limitations: DHT11 has a limited temperature range.  Not waterproof unless you buy an encapsulated version, which will not sense humidity as well.  
Price: DHT11 ~$5, AM2302 / DHT22 ~$6-$20
Links For Setup: Adafruit
AM2321
Since this sensor uses I2c I separated it from the above AM2302/DHT22.  Requires pull-up resistor 3l-10k.  
Temperature Range: -40°C to 80°C  (-40°F to +176°F)
Interface: I2C
Benefits: Senses humidity. 
Price: $15
Links: Datasheet Python 
Interface: I2c
Benefits: Can connect up to 8 different modules. High precision .0625°C
Price: $2
Links For Setup: Adafruit Tutorial
Some Python Libraries: Github
Other ones to look into:
BMP180MPL115A2 Adafruit's barometric Pressure Sensor I2c includes temperature sensing, $15
 




 
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