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In [2]:

    
import pandas



In [17]:

    
tech_diff_new_tech = pandas.read_csv('./data/tech-diff-new-tech.csv', skiprows=1)



In [18]:

    
tech_diff_new_tech.head()









    Out[18]:







  
    
      
      Unnamed: 0
      Unnamed: 1
      Unnamed: 2
      New Tech 200-500
      Unnamed: 4
      Unnamed: 5
      New Tech <200
      Unnamed: 7
      Unnamed: 8
      New Tech >500
      ...
      Unnamed: 14
      New Tech <200.1
      Unnamed: 16
      Unnamed: 17
      New Tech >500.1
      Unnamed: 19
      Unnamed: 20
      New Tech <200.2
      New Tech 200-500.2
      New Tech >500.2
    
  
  
    
      0
      NaN
      Factor
      Question
      Fav
      Neutral
      Unfav
      Fav
      Neutral
      Unfav
      Fav
      ...
      Fav75p
      Fav25p
      Fav50p
      Fav75p
      Fav25p
      Fav50p
      Fav75p
      KD
      KD
      KD
    
    
      1
      act.1
      Action
      I have been provided an opportunity to see and...
      49
      35
      16
      63
      25
      12
      54
      ...
      64
      40
      63
      71
      46
      54
      63
      6
      49
      25
    
    
      2
      act.2
      Action
      My manager, or someone else, has communicated ...
      44
      36
      20
      44
      39
      17
      51
      ...
      50
      33
      44
      59
      42
      51
      56
      2
      48
      42
    
    
      3
      act.3
      Action
      I have seen positive changes taking place base...
      44
      40
      16
      46
      40
      14
      44
      ...
      58
      34
      46
      58
      40
      44
      52
      19
      45
      36
    
    
      4
      act.4
      Action
      I believe action will take place as a result o...
      58
      28
      14
      61
      27
      12
      53
      ...
      63
      52
      61
      70
      45
      53
      66
      3
      8
      23
    
  

5 rows × 24 columns



In [16]:

    
tech_diff_new_tech.index









    Out[16]:





RangeIndex(start=0, stop=70, step=1)



In [ ]:

	Unnamed: 0	Unnamed: 1	Unnamed: 2	New Tech 200-500	Unnamed: 4	Unnamed: 5	New Tech <200	Unnamed: 7	Unnamed: 8	New Tech >500	...	Unnamed: 14	New Tech <200.1	Unnamed: 16	Unnamed: 17	New Tech >500.1	Unnamed: 19	Unnamed: 20	New Tech <200.2	New Tech 200-500.2	New Tech >500.2
0	NaN	Factor	Question	Fav	Neutral	Unfav	Fav	Neutral	Unfav	Fav	...	Fav75p	Fav25p	Fav50p	Fav75p	Fav25p	Fav50p	Fav75p	KD	KD	KD
1	act.1	Action	I have been provided an opportunity to see and...	49	35	16	63	25	12	54	...	64	40	63	71	46	54	63	6	49	25
2	act.2	Action	My manager, or someone else, has communicated ...	44	36	20	44	39	17	51	...	50	33	44	59	42	51	56	2	48	42
3	act.3	Action	I have seen positive changes taking place base...	44	40	16	46	40	14	44	...	58	34	46	58	40	44	52	19	45	36
4	act.4	Action	I believe action will take place as a result o...	58	28	14	61	27	12	53	...	63	52	61	70	45	53	66	3	8	23