In [1]:

    

%matplotlib inline
import matplotlib.pyplot as plt
plt.style.use('fivethirtyeight')


    

In [3]:

    

with open("./data/Pablo_Iglesias_Podemos.csv") as f:
    for line in f:
        date, newspaper, content = line.split("\t")
        number_words = len(content.split(" "))
        print("We have {0} words in date {1}".format(number_words,date))


    

    




We have 543 words in date December 16, 2015 Wednesday  2ª Ed. Barna Edición
We have 543 words in date December 16, 2015 Wednesday  2ª Ed. Madrid Edición
We have 296 words in date December 16, 2015 Wednesday  2ª Ed. Madrid Edición
We have 543 words in date December 16, 2015 Wednesday  Nacional Edición
We have 296 words in date December 16, 2015 Wednesday  Nacional Edición
We have 716 words in date December 16, 2015 Wednesday  Comunidad Valenciana Edición
We have 560 words in date December 17, 2015 Thursday  2ª Ed. Barna Edición
We have 410 words in date December 17, 2015 Thursday  1ª Ed. Barna Edición
We have 397 words in date December 17, 2015 Thursday  1ª Ed. Barna Edición
We have 620 words in date December 17, 2015 Thursday  Andalucía Edición
We have 94 words in date December 17, 2015 Thursday  Comunidad Valenciana Edición
We have 627 words in date December 17, 2015 Thursday  Nacional Edición
We have 93 words in date December 17, 2015 Thursday  Nacional Edición
We have 560 words in date December 17, 2015 Thursday  2ª Ed. Barna Edición
We have 410 words in date December 17, 2015 Thursday  1ª Ed. Barna Edición
We have 397 words in date December 17, 2015 Thursday  1ª Ed. Barna Edición
We have 620 words in date December 17, 2015 Thursday  Andalucía Edición
We have 94 words in date December 17, 2015 Thursday  Comunidad Valenciana Edición
We have 627 words in date December 17, 2015 Thursday  Nacional Edición
We have 93 words in date December 17, 2015 Thursday  Nacional Edición
We have 486 words in date December 19, 2015 Saturday  2ª Ed. Barna Edición
We have 27 words in date December 19, 2015 Saturday  Andalucía Edición
We have 486 words in date December 19, 2015 Saturday  2ª Ed. Barna Edición
We have 27 words in date December 19, 2015 Saturday  Andalucía Edición
We have 787 words in date December 20, 2015 Sunday  1ª Ed. Barna Edición
We have 585 words in date December 20, 2015 Sunday  Andalucía Edición
We have 130 words in date December 20, 2015 Sunday  Nacional Edición
We have 119 words in date December 20, 2015 Sunday  Comunidad Valenciana Edición
We have 787 words in date December 20, 2015 Sunday  1ª Ed. Barna Edición
We have 585 words in date December 20, 2015 Sunday  Andalucía Edición
We have 130 words in date December 20, 2015 Sunday  Nacional Edición
We have 119 words in date December 20, 2015 Sunday  Comunidad Valenciana Edición
We have 657 words in date December 21, 2015 Monday  1ª Ed. Barna Edición
We have 164 words in date December 21, 2015 Monday  Nacional Edición
We have 427 words in date December 21, 2015 Monday  Andalucía Edición
We have 98 words in date December 21, 2015 Monday  Andalucía Edición
We have 445 words in date December 21, 2015 Monday  Nacional Edición
We have 657 words in date December 21, 2015 Monday  1ª Ed. Barna Edición
We have 164 words in date December 21, 2015 Monday  Nacional Edición
We have 427 words in date December 21, 2015 Monday  Andalucía Edición
We have 98 words in date December 21, 2015 Monday  Andalucía Edición
We have 445 words in date December 21, 2015 Monday  Nacional Edición
We have 150 words in date December 22, 2015 Tuesday  2ª Ed. Barna Edición
We have 424 words in date December 22, 2015 Tuesday  Nacional Edición
We have 150 words in date December 22, 2015 Tuesday  Nacional Edición
We have 150 words in date December 22, 2015 Tuesday  2ª Ed. Barna Edición
We have 424 words in date December 22, 2015 Tuesday  Nacional Edición
We have 150 words in date December 22, 2015 Tuesday  Nacional Edición
We have 83 words in date December 23, 2015 Wednesday  Nacional Edición
We have 727 words in date December 23, 2015 Wednesday  2ª Ed. Barna Edición
We have 360 words in date December 23, 2015 Wednesday  Nacional Edición
We have 83 words in date December 23, 2015 Wednesday  Nacional Edición
We have 727 words in date December 23, 2015 Wednesday  2ª Ed. Barna Edición
We have 360 words in date December 23, 2015 Wednesday  Nacional Edición
We have 140 words in date December 24, 2015 Thursday  Comunidad Valenciana Edición
We have 118 words in date December 24, 2015 Thursday  Andalucía Edición
We have 143 words in date December 24, 2015 Thursday  Nacional Edición
We have 480 words in date December 24, 2015 Thursday  Andalucía Edición
We have 377 words in date December 24, 2015 Thursday  Comunidad Valenciana Edición
We have 140 words in date December 24, 2015 Thursday  Comunidad Valenciana Edición
We have 118 words in date December 24, 2015 Thursday  Andalucía Edición
We have 143 words in date December 24, 2015 Thursday  Nacional Edición
We have 480 words in date December 24, 2015 Thursday  Andalucía Edición
We have 377 words in date December 24, 2015 Thursday  Comunidad Valenciana Edición
We have 379 words in date December 28, 2015 Monday  Comunidad Valenciana Edición
We have 379 words in date December 28, 2015 Monday  Comunidad Valenciana Edición
We have 189 words in date December 29, 2015 Tuesday  Andalucía Edición
We have 189 words in date December 29, 2015 Tuesday  Nacional Edición
We have 189 words in date December 29, 2015 Tuesday  Andalucía Edición
We have 189 words in date December 29, 2015 Tuesday  Nacional Edición
We have 630 words in date December 31, 2015 Thursday  2ª Ed. Madrid Edición
We have 630 words in date December 31, 2015 Thursday  2ª Ed. Madrid Edición
We have 185 words in date January 2, 2016 Saturday  Andalucía Edición
We have 185 words in date January 2, 2016 Saturday  Andalucía Edición
We have 95 words in date January 4, 2016 Monday  Comunidad Valenciana Edición
We have 95 words in date January 4, 2016 Monday  Comunidad Valenciana Edición
We have 665 words in date January 5, 2016 Tuesday  1ª Ed. Barna Edición
We have 133 words in date January 5, 2016 Tuesday  Comunidad Valenciana Edición
We have 133 words in date January 5, 2016 Tuesday  Nacional Edición
We have 816 words in date January 5, 2016 Tuesday  Andalucía Edición
We have 665 words in date January 5, 2016 Tuesday  1ª Ed. Barna Edición
We have 133 words in date January 5, 2016 Tuesday  Comunidad Valenciana Edición
We have 133 words in date January 5, 2016 Tuesday  Nacional Edición
We have 816 words in date January 5, 2016 Tuesday  Andalucía Edición
We have 539 words in date January 11, 2016 Monday  Nacional Edición
We have 539 words in date January 11, 2016 Monday  Nacional Edición
We have 88 words in date January 12, 2016 Tuesday  Andalucía Edición
We have 84 words in date January 12, 2016 Tuesday  Nacional Edición
We have 88 words in date January 12, 2016 Tuesday  Andalucía Edición
We have 84 words in date January 12, 2016 Tuesday  Nacional Edición
We have 679 words in date January 13, 2016 Wednesday  2ª Ed. Barna Edición
We have 164 words in date January 13, 2016 Wednesday  2ª Ed. Madrid Edición
We have 164 words in date January 13, 2016 Wednesday  Andalucía Edición
We have 111 words in date January 13, 2016 Wednesday  Nacional Edición
We have 679 words in date January 13, 2016 Wednesday  Nacional Edición
We have 164 words in date January 13, 2016 Wednesday  Nacional Edición
We have 517 words in date January 13, 2016 Wednesday  Nacional Edición
We have 679 words in date January 13, 2016 Wednesday  2ª Ed. Barna Edición
We have 164 words in date January 13, 2016 Wednesday  2ª Ed. Madrid Edición
We have 164 words in date January 13, 2016 Wednesday  Andalucía Edición
We have 111 words in date January 13, 2016 Wednesday  Nacional Edición
We have 679 words in date January 13, 2016 Wednesday  Nacional Edición
We have 164 words in date January 13, 2016 Wednesday  Nacional Edición
We have 517 words in date January 13, 2016 Wednesday  Nacional Edición
We have 737 words in date January 14, 2016 Thursday  Andalucía Edición
We have 118 words in date January 14, 2016 Thursday  Andalucía Edición
We have 737 words in date January 14, 2016 Thursday  Andalucía Edición
We have 118 words in date January 14, 2016 Thursday  Andalucía Edición
We have 122 words in date January 16, 2016 Saturday  Comunidad Valenciana Edición
We have 127 words in date January 16, 2016 Saturday  Comunidad Valenciana Edición
We have 393 words in date January 16, 2016 Saturday  Nacional Edición
We have 455 words in date January 16, 2016 Saturday  Comunidad Valenciana Edición
We have 122 words in date January 16, 2016 Saturday  Nacional Edición
We have 127 words in date January 16, 2016 Saturday  Nacional Edición
We have 122 words in date January 16, 2016 Saturday  Comunidad Valenciana Edición
We have 127 words in date January 16, 2016 Saturday  Comunidad Valenciana Edición
We have 393 words in date January 16, 2016 Saturday  Nacional Edición
We have 455 words in date January 16, 2016 Saturday  Comunidad Valenciana Edición
We have 122 words in date January 16, 2016 Saturday  Nacional Edición
We have 127 words in date January 16, 2016 Saturday  Nacional Edición
We have 583 words in date January 6, 2016 Wednesday  Comunidad Valenciana Edición
We have 578 words in date January 6, 2016 Wednesday  Nacional Edición
We have 583 words in date January 6, 2016 Wednesday  Comunidad Valenciana Edición
We have 578 words in date January 6, 2016 Wednesday  Nacional Edición
We have 181 words in date January 16, 2016 Saturday  Comunidad Valenciana Edición
We have 181 words in date January 16, 2016 Saturday  Comunidad Valenciana Edición
We have 661 words in date November 28, 2015 Saturday  Andalucía Edición
We have 661 words in date November 28, 2015 Saturday  Andalucía Edición
We have 447 words in date December 1, 2015 Tuesday  Nacional Edición
We have 447 words in date December 1, 2015 Tuesday  Nacional Edición
We have 470 words in date December 4, 2015 Friday  Andalucía Edición
We have 470 words in date December 4, 2015 Friday  Andalucía Edición
We have 494 words in date December 8, 2015 Tuesday  2ª Ed. Barna Edición
We have 624 words in date December 8, 2015 Tuesday  2ª Ed. Barna Edición
We have 494 words in date December 8, 2015 Tuesday  Comunidad Valenciana Edición
We have 624 words in date December 8, 2015 Tuesday  Nacional Edición
We have 494 words in date December 8, 2015 Tuesday  2ª Ed. Barna Edición
We have 624 words in date December 8, 2015 Tuesday  2ª Ed. Barna Edición
We have 494 words in date December 8, 2015 Tuesday  Comunidad Valenciana Edición
We have 624 words in date December 8, 2015 Tuesday  Nacional Edición
We have 588 words in date December 9, 2015 Wednesday  2ª Ed. Barna Edición
We have 589 words in date December 9, 2015 Wednesday  Nacional Edición
We have 588 words in date December 9, 2015 Wednesday  2ª Ed. Barna Edición
We have 589 words in date December 9, 2015 Wednesday  Nacional Edición
We have 755 words in date December 12, 2015 Saturday  Comunidad Valenciana Edición
We have 755 words in date December 12, 2015 Saturday  Comunidad Valenciana Edición
We have 789 words in date December 14, 2015 Monday  Comunidad Valenciana Edición
We have 789 words in date December 14, 2015 Monday  Comunidad Valenciana Edición
We have 124 words in date December 16, 2015 Wednesday  2ª Ed. Madrid Edición
We have 124 words in date December 16, 2015 Wednesday  Nacional Edición
We have 124 words in date December 16, 2015 Wednesday  2ª Ed. Madrid Edición
We have 124 words in date December 16, 2015 Wednesday  Nacional Edición
We have 637 words in date December 20, 2015 Sunday  Comunidad Valenciana Edición
We have 637 words in date December 20, 2015 Sunday  Comunidad Valenciana Edición
We have 727 words in date December 21, 2015 Monday  Andalucía Edición
We have 727 words in date December 21, 2015 Monday  Andalucía Edición
We have 803 words in date December 22, 2015 Tuesday  1ª Ed. Madrid Edición
We have 405 words in date December 22, 2015 Tuesday  2ª Ed. Barna Edición
We have 803 words in date December 22, 2015 Tuesday  1ª Ed. Madrid Edición
We have 405 words in date December 22, 2015 Tuesday  2ª Ed. Barna Edición
We have 400 words in date December 23, 2015 Wednesday  Comunidad Valenciana Edición
We have 400 words in date December 23, 2015 Wednesday  Comunidad Valenciana Edición
We have 732 words in date December 29, 2015 Tuesday  Andalucía Edición
We have 759 words in date December 29, 2015 Tuesday  Andalucía Edición
We have 734 words in date December 29, 2015 Tuesday  Nacional Edición
We have 460 words in date December 29, 2015 Tuesday  Nacional Edición
We have 759 words in date December 29, 2015 Tuesday  Nacional Edición
We have 732 words in date December 29, 2015 Tuesday  Andalucía Edición
We have 759 words in date December 29, 2015 Tuesday  Andalucía Edición
We have 734 words in date December 29, 2015 Tuesday  Nacional Edición
We have 460 words in date December 29, 2015 Tuesday  Nacional Edición
We have 759 words in date December 29, 2015 Tuesday  Nacional Edición
We have 453 words in date December 30, 2015 Wednesday  2ª Ed. Madrid Edición
We have 453 words in date December 30, 2015 Wednesday  2ª Ed. Madrid Edición
We have 553 words in date January 7, 2016 Thursday  Andalucía Edición
We have 556 words in date January 7, 2016 Thursday  Nacional Edición
We have 553 words in date January 7, 2016 Thursday  Andalucía Edición
We have 556 words in date January 7, 2016 Thursday  Nacional Edición
We have 442 words in date January 8, 2016 Friday  Nacional Edición
We have 442 words in date January 8, 2016 Friday  Nacional Edición
We have 555 words in date January 12, 2016 Tuesday  Comunidad Valenciana Edición
We have 678 words in date January 12, 2016 Tuesday  Comunidad Valenciana Edición
We have 555 words in date January 12, 2016 Tuesday  Nacional Edición
We have 673 words in date January 12, 2016 Tuesday  Nacional Edición
We have 555 words in date January 12, 2016 Tuesday  Comunidad Valenciana Edición
We have 678 words in date January 12, 2016 Tuesday  Comunidad Valenciana Edición
We have 555 words in date January 12, 2016 Tuesday  Nacional Edición
We have 673 words in date January 12, 2016 Tuesday  Nacional Edición
We have 689 words in date January 13, 2016 Wednesday  Nacional Edición
We have 689 words in date January 13, 2016 Wednesday  Nacional Edición
We have 550 words in date January 14, 2016 Thursday  Nacional Edición
We have 550 words in date January 14, 2016 Thursday  Nacional Edición
We have 685 words in date January 15, 2016 Friday  Andalucía Edición
We have 686 words in date January 15, 2016 Friday  Nacional Edición
We have 685 words in date January 15, 2016 Friday  Andalucía Edición
We have 686 words in date January 15, 2016 Friday  Nacional Edición
We have 244 words in date January 17, 2016 Sunday  1ª Ed. Barna Edición
We have 244 words in date January 17, 2016 Sunday  1ª Ed. Barna Edición
We have 177 words in date January 18, 2016 Monday  Nacional Edición
We have 584 words in date December 15, 2015 Tuesday  Nacional Edición
We have 266 words in date December 15, 2015 Tuesday  Nacional Edición
We have 584 words in date December 15, 2015 Tuesday  Nacional Edición
We have 266 words in date December 15, 2015 Tuesday  Nacional Edición
We have 580 words in date December 21, 2015 Monday  Andalucía Edición
We have 580 words in date December 21, 2015 Monday  Andalucía Edición
We have 183 words in date November 20, 2015 Friday  Comunidad Valenciana Edición
We have 183 words in date November 20, 2015 Friday  Comunidad Valenciana Edición
We have 354 words in date November 25, 2015 Wednesday  Andalucía Edición
We have 354 words in date November 25, 2015 Wednesday  Andalucía Edición
We have 285 words in date November 30, 2015 Monday  2ª Ed. Madrid Edición
We have 285 words in date November 30, 2015 Monday  2ª Ed. Madrid Edición
We have 318 words in date December 1, 2015 Tuesday  2ª Ed. Barna Edición
We have 143 words in date December 1, 2015 Tuesday  2ª Ed. Barna Edición
We have 264 words in date December 1, 2015 Tuesday  Comunidad Valenciana Edición
We have 318 words in date December 1, 2015 Tuesday  Comunidad Valenciana Edición
We have 318 words in date December 1, 2015 Tuesday  2ª Ed. Barna Edición
We have 143 words in date December 1, 2015 Tuesday  2ª Ed. Barna Edición
We have 264 words in date December 1, 2015 Tuesday  Comunidad Valenciana Edición
We have 318 words in date December 1, 2015 Tuesday  Comunidad Valenciana Edición
We have 136 words in date December 6, 2015 Sunday  Nacional Edición
We have 136 words in date December 6, 2015 Sunday  Nacional Edición
We have 923 words in date December 7, 2015 Monday  Andalucía Edición
We have 127 words in date December 7, 2015 Monday  Nacional Edición
We have 923 words in date December 7, 2015 Monday  Andalucía Edición
We have 127 words in date December 7, 2015 Monday  Nacional Edición
We have 655 words in date December 8, 2015 Tuesday  2ª Ed. Barna Edición
We have 655 words in date December 8, 2015 Tuesday  2ª Ed. Barna Edición
We have 448 words in date December 10, 2015 Thursday  2ª Ed. Barna Edición
We have 430 words in date December 10, 2015 Thursday  2ª Ed. Barna Edición
We have 430 words in date December 10, 2015 Thursday  Nacional Edición
We have 448 words in date December 10, 2015 Thursday  2ª Ed. Barna Edición
We have 430 words in date December 10, 2015 Thursday  2ª Ed. Barna Edición
We have 430 words in date December 10, 2015 Thursday  Nacional Edición
We have 317 words in date December 12, 2015 Saturday  Andalucía Edición
We have 317 words in date December 12, 2015 Saturday  Andalucía Edición
We have 666 words in date December 13, 2015 Sunday  Comunidad Valenciana Edición
We have 630 words in date December 13, 2015 Sunday  Comunidad Valenciana Edición
We have 666 words in date December 13, 2015 Sunday  Comunidad Valenciana Edición
We have 630 words in date December 13, 2015 Sunday  Comunidad Valenciana Edición
We have 513 words in date December 16, 2015 Wednesday  2ª Ed. Barna Edición
We have 513 words in date December 16, 2015 Wednesday  2ª Ed. Barna Edición
We have 617 words in date December 19, 2015 Saturday  2ª Ed. Madrid Edición
We have 690 words in date December 19, 2015 Saturday  Andalucía Edición
We have 475 words in date December 19, 2015 Saturday  Andalucía Edición
We have 543 words in date December 19, 2015 Saturday  Nacional Edición
We have 617 words in date December 19, 2015 Saturday  2ª Ed. Madrid Edición
We have 690 words in date December 19, 2015 Saturday  Andalucía Edición
We have 475 words in date December 19, 2015 Saturday  Andalucía Edición
We have 543 words in date December 19, 2015 Saturday  Nacional Edición
We have 511 words in date December 20, 2015 Sunday  Comunidad Valenciana Edición
We have 863 words in date December 20, 2015 Sunday  Nacional Edición
We have 511 words in date December 20, 2015 Sunday  Comunidad Valenciana Edición
We have 863 words in date December 20, 2015 Sunday  Nacional Edición
We have 834 words in date December 21, 2015 Monday  1ª Ed. Madrid Edición
We have 495 words in date December 21, 2015 Monday  Andalucía Edición
We have 925 words in date December 21, 2015 Monday  Nacional Edición
We have 629 words in date December 21, 2015 Monday  Andalucía Edición
We have 93 words in date December 21, 2015 Monday  Andalucía Edición
We have 739 words in date December 21, 2015 Monday  Nacional Edición
We have 834 words in date December 21, 2015 Monday  1ª Ed. Madrid Edición
We have 495 words in date December 21, 2015 Monday  Andalucía Edición
We have 925 words in date December 21, 2015 Monday  Nacional Edición
We have 629 words in date December 21, 2015 Monday  Andalucía Edición
We have 93 words in date December 21, 2015 Monday  Andalucía Edición
We have 739 words in date December 21, 2015 Monday  Nacional Edición
We have 628 words in date December 22, 2015 Tuesday  2ª Ed. Barna Edición
We have 628 words in date December 22, 2015 Tuesday  2ª Ed. Barna Edición
We have 717 words in date December 24, 2015 Thursday  Nacional Edición
We have 717 words in date December 24, 2015 Thursday  Nacional Edición
We have 182 words in date December 25, 2015 Friday  Nacional Edición
We have 182 words in date December 25, 2015 Friday  Nacional Edición
We have 258 words in date December 26, 2015 Saturday  Nacional Edición
We have 212 words in date December 26, 2015 Saturday  Comunidad Valenciana Edición
We have 258 words in date December 26, 2015 Saturday  Nacional Edición
We have 212 words in date December 26, 2015 Saturday  Comunidad Valenciana Edición
We have 414 words in date December 29, 2015 Tuesday  Comunidad Valenciana Edición
We have 474 words in date December 29, 2015 Tuesday  Comunidad Valenciana Edición
We have 401 words in date December 29, 2015 Tuesday  Nacional Edición
We have 474 words in date December 29, 2015 Tuesday  Nacional Edición
We have 414 words in date December 29, 2015 Tuesday  Comunidad Valenciana Edición
We have 474 words in date December 29, 2015 Tuesday  Comunidad Valenciana Edición
We have 401 words in date December 29, 2015 Tuesday  Nacional Edición
We have 474 words in date December 29, 2015 Tuesday  Nacional Edición
We have 321 words in date January 5, 2016 Tuesday  Andalucía Edición
We have 196 words in date January 5, 2016 Tuesday  Andalucía Edición
We have 320 words in date January 5, 2016 Tuesday  Nacional Edición
We have 196 words in date January 5, 2016 Tuesday  Nacional Edición
We have 321 words in date January 5, 2016 Tuesday  Andalucía Edición
We have 196 words in date January 5, 2016 Tuesday  Andalucía Edición
We have 320 words in date January 5, 2016 Tuesday  Nacional Edición
We have 196 words in date January 5, 2016 Tuesday  Nacional Edición
We have 421 words in date January 8, 2016 Friday  Nacional Edición
We have 421 words in date January 8, 2016 Friday  Nacional Edición
We have 560 words in date January 9, 2016 Saturday  Comunidad Valenciana Edición
We have 560 words in date January 9, 2016 Saturday  Comunidad Valenciana Edición
We have 670 words in date January 12, 2016 Tuesday  Andalucía Edición
We have 676 words in date January 12, 2016 Tuesday  Nacional Edición
We have 670 words in date January 12, 2016 Tuesday  Andalucía Edición
We have 676 words in date January 12, 2016 Tuesday  Nacional Edición
We have 689 words in date January 13, 2016 Wednesday  2ª Ed. Barna Edición
We have 689 words in date January 13, 2016 Wednesday  2ª Ed. Barna Edición
We have 819 words in date January 14, 2016 Thursday  Andalucía Edición
We have 820 words in date January 14, 2016 Thursday  Nacional Edición
We have 819 words in date January 14, 2016 Thursday  Andalucía Edición
We have 820 words in date January 14, 2016 Thursday  Nacional Edición
We have 278 words in date January 15, 2016 Friday  2ª Ed. Madrid Edición
We have 278 words in date January 15, 2016 Friday  Nacional Edición
We have 278 words in date January 15, 2016 Friday  2ª Ed. Madrid Edición
We have 278 words in date January 15, 2016 Friday  Nacional Edición
We have 334 words in date January 18, 2016 Monday  2ª Ed. Madrid Edición
We have 1144 words in date January 18, 2016 Monday  2ª Ed. Madrid Edición
We have 337 words in date January 18, 2016 Monday  Andalucía Edición
We have 1144 words in date January 18, 2016 Monday  Comunidad Valenciana Edición
We have 182 words in date January 19, 2016 Tuesday  2ª Ed. Madrid Edición
We have 873 words in date December 4, 2015 Friday  2ª Ed. Madrid Edición
We have 873 words in date December 4, 2015 Friday  2ª Ed. Madrid Edición
We have 202 words in date December 9, 2015 Wednesday  Andalucía Edición
We have 202 words in date December 9, 2015 Wednesday  Nacional Edición
We have 202 words in date December 9, 2015 Wednesday  Andalucía Edición
We have 202 words in date December 9, 2015 Wednesday  Nacional Edición
We have 989 words in date December 12, 2015 Saturday  Comunidad Valenciana Edición
We have 971 words in date December 12, 2015 Saturday  Nacional Edición
We have 989 words in date December 12, 2015 Saturday  Comunidad Valenciana Edición
We have 971 words in date December 12, 2015 Saturday  Nacional Edición
We have 988 words in date December 17, 2015 Thursday  2ª Ed. Barna Edición
We have 988 words in date December 17, 2015 Thursday  2ª Ed. Barna Edición
We have 996 words in date January 14, 2016 Thursday  Nacional Edición
We have 996 words in date January 14, 2016 Thursday  Nacional Edición
We have 660 words in date January 15, 2016 Friday  Andalucía Edición
We have 660 words in date January 15, 2016 Friday  Nacional Edición
We have 660 words in date January 15, 2016 Friday  Andalucía Edición
We have 660 words in date January 15, 2016 Friday  Nacional Edición
We have 119 words in date November 21, 2015 Saturday  Andalucía Edición
We have 120 words in date November 21, 2015 Saturday  Nacional Edición
We have 119 words in date November 21, 2015 Saturday  Andalucía Edición
We have 120 words in date November 21, 2015 Saturday  Nacional Edición
We have 689 words in date November 22, 2015 Sunday  Andalucía Edición
We have 689 words in date November 22, 2015 Sunday  Andalucía Edición
We have 322 words in date November 24, 2015 Tuesday  1ª Ed. Madrid Edición
We have 322 words in date November 24, 2015 Tuesday  1ª Ed. Madrid Edición
We have 1120 words in date November 25, 2015 Wednesday  Comunidad Valenciana Edición
We have 1120 words in date November 25, 2015 Wednesday  Comunidad Valenciana Edición
We have 499 words in date November 26, 2015 Thursday  Andalucía Edición
We have 499 words in date November 26, 2015 Thursday  Andalucía Edición
We have 227 words in date November 27, 2015 Friday  Nacional Edición
We have 227 words in date November 27, 2015 Friday  Nacional Edición
We have 519 words in date November 28, 2015 Saturday  Andalucía Edición
We have 321 words in date November 28, 2015 Saturday  Nacional Edición
We have 519 words in date November 28, 2015 Saturday  Andalucía Edición
We have 321 words in date November 28, 2015 Saturday  Nacional Edición
We have 158 words in date November 29, 2015 Sunday  Comunidad Valenciana Edición
We have 158 words in date November 29, 2015 Sunday  Comunidad Valenciana Edición
We have 292 words in date November 30, 2015 Monday  Nacional Edición
We have 161 words in date November 30, 2015 Monday  Andalucía Edición
We have 292 words in date November 30, 2015 Monday  Nacional Edición
We have 161 words in date November 30, 2015 Monday  Andalucía Edición
We have 572 words in date December 1, 2015 Tuesday  2ª Ed. Barna Edición
We have 254 words in date December 1, 2015 Tuesday  2ª Ed. Barna Edición
We have 345 words in date December 1, 2015 Tuesday  2ª Ed. Madrid Edición
We have 634 words in date December 1, 2015 Tuesday  2ª Ed. Madrid Edición
We have 167 words in date December 1, 2015 Tuesday  2ª Ed. Madrid Edición
We have 589 words in date December 1, 2015 Tuesday  Comunidad Valenciana Edición
We have 345 words in date December 1, 2015 Tuesday  Comunidad Valenciana Edición
We have 647 words in date December 1, 2015 Tuesday  Comunidad Valenciana Edición
We have 165 words in date December 1, 2015 Tuesday  Andalucía Edición
We have 254 words in date December 1, 2015 Tuesday  Andalucía Edición
We have 572 words in date December 1, 2015 Tuesday  2ª Ed. Barna Edición
We have 254 words in date December 1, 2015 Tuesday  2ª Ed. Barna Edición
We have 345 words in date December 1, 2015 Tuesday  2ª Ed. Madrid Edición
We have 634 words in date December 1, 2015 Tuesday  2ª Ed. Madrid Edición
We have 167 words in date December 1, 2015 Tuesday  2ª Ed. Madrid Edición
We have 589 words in date December 1, 2015 Tuesday  Comunidad Valenciana Edición
We have 345 words in date December 1, 2015 Tuesday  Comunidad Valenciana Edición
We have 647 words in date December 1, 2015 Tuesday  Comunidad Valenciana Edición
We have 165 words in date December 1, 2015 Tuesday  Andalucía Edición
We have 254 words in date December 1, 2015 Tuesday  Andalucía Edición
We have 786 words in date December 3, 2015 Thursday  Comunidad Valenciana Edición
We have 784 words in date December 3, 2015 Thursday  Nacional Edición
We have 786 words in date December 3, 2015 Thursday  Comunidad Valenciana Edición
We have 784 words in date December 3, 2015 Thursday  Nacional Edición
We have 556 words in date December 4, 2015 Friday  2ª Ed. Barna Edición
We have 179 words in date December 4, 2015 Friday  Comunidad Valenciana Edición
We have 920 words in date December 4, 2015 Friday  Nacional Edición
We have 556 words in date December 4, 2015 Friday  2ª Ed. Barna Edición
We have 179 words in date December 4, 2015 Friday  Comunidad Valenciana Edición
We have 920 words in date December 4, 2015 Friday  Nacional Edición
We have 606 words in date December 8, 2015 Tuesday  Comunidad Valenciana Edición
We have 606 words in date December 8, 2015 Tuesday  Comunidad Valenciana Edición
We have 221 words in date December 9, 2015 Wednesday  2ª Ed. Madrid Edición
We have 228 words in date December 9, 2015 Wednesday  Nacional Edición
We have 221 words in date December 9, 2015 Wednesday  2ª Ed. Madrid Edición
We have 228 words in date December 9, 2015 Wednesday  Nacional Edición
We have 167 words in date December 10, 2015 Thursday  Andalucía Edición
We have 167 words in date December 10, 2015 Thursday  Nacional Edición
We have 167 words in date December 10, 2015 Thursday  Andalucía Edición
We have 167 words in date December 10, 2015 Thursday  Nacional Edición
We have 592 words in date December 12, 2015 Saturday  Andalucía Edición
We have 592 words in date December 12, 2015 Saturday  Andalucía Edición
We have 146 words in date December 13, 2015 Sunday  Comunidad Valenciana Edición
We have 146 words in date December 13, 2015 Sunday  Comunidad Valenciana Edición
We have 379 words in date December 16, 2015 Wednesday  Comunidad Valenciana Edición
We have 381 words in date December 16, 2015 Wednesday  Nacional Edición
We have 379 words in date December 16, 2015 Wednesday  Comunidad Valenciana Edición
We have 381 words in date December 16, 2015 Wednesday  Nacional Edición
We have 181 words in date December 19, 2015 Saturday  2ª Ed. Barna Edición
We have 406 words in date December 19, 2015 Saturday  1ª Ed. Barna Edición
We have 396 words in date December 19, 2015 Saturday  2ª Ed. Barna Edición
We have 181 words in date December 19, 2015 Saturday  Comunidad Valenciana Edición
We have 617 words in date December 19, 2015 Saturday  Nacional Edición
We have 396 words in date December 19, 2015 Saturday  Nacional Edición
We have 184 words in date December 19, 2015 Saturday  Nacional Edición
We have 181 words in date December 19, 2015 Saturday  2ª Ed. Barna Edición
We have 406 words in date December 19, 2015 Saturday  1ª Ed. Barna Edición
We have 396 words in date December 19, 2015 Saturday  2ª Ed. Barna Edición
We have 181 words in date December 19, 2015 Saturday  Comunidad Valenciana Edición
We have 617 words in date December 19, 2015 Saturday  Nacional Edición
We have 396 words in date December 19, 2015 Saturday  Nacional Edición
We have 184 words in date December 19, 2015 Saturday  Nacional Edición
We have 584 words in date December 20, 2015 Sunday  Nacional Edición
We have 584 words in date December 20, 2015 Sunday  Nacional Edición
We have 364 words in date December 21, 2015 Monday  Andalucía Edición
We have 545 words in date December 21, 2015 Monday  Nacional Edición
We have 167 words in date December 21, 2015 Monday  Andalucía Edición
We have 364 words in date December 21, 2015 Monday  Andalucía Edición
We have 545 words in date December 21, 2015 Monday  Nacional Edición
We have 167 words in date December 21, 2015 Monday  Andalucía Edición
We have 717 words in date December 22, 2015 Tuesday  2ª Ed. Barna Edición
We have 717 words in date December 22, 2015 Tuesday  2ª Ed. Barna Edición
We have 460 words in date December 23, 2015 Wednesday  Nacional Edición
We have 322 words in date December 23, 2015 Wednesday  Nacional Edición
We have 460 words in date December 23, 2015 Wednesday  Nacional Edición
We have 322 words in date December 23, 2015 Wednesday  Nacional Edición
We have 403 words in date December 24, 2015 Thursday  Andalucía Edición
We have 515 words in date December 24, 2015 Thursday  Andalucía Edición
We have 403 words in date December 24, 2015 Thursday  Nacional Edición
We have 268 words in date December 24, 2015 Thursday  Andalucía Edición
We have 506 words in date December 24, 2015 Thursday  Andalucía Edición
We have 403 words in date December 24, 2015 Thursday  Andalucía Edición
We have 515 words in date December 24, 2015 Thursday  Andalucía Edición
We have 403 words in date December 24, 2015 Thursday  Nacional Edición
We have 268 words in date December 24, 2015 Thursday  Andalucía Edición
We have 506 words in date December 24, 2015 Thursday  Andalucía Edición
We have 699 words in date December 27, 2015 Sunday  Nacional Edición
We have 699 words in date December 27, 2015 Sunday  Nacional Edición
We have 510 words in date December 29, 2015 Tuesday  Comunidad Valenciana Edición
We have 510 words in date December 29, 2015 Tuesday  Comunidad Valenciana Edición
We have 154 words in date December 31, 2015 Thursday  2ª Ed. Madrid Edición
We have 154 words in date December 31, 2015 Thursday  2ª Ed. Madrid Edición
We have 116 words in date January 2, 2016 Saturday  Comunidad Valenciana Edición
We have 290 words in date January 2, 2016 Saturday  Andalucía Edición
We have 116 words in date January 2, 2016 Saturday  Nacional Edición
We have 116 words in date January 2, 2016 Saturday  Comunidad Valenciana Edición
We have 290 words in date January 2, 2016 Saturday  Andalucía Edición
We have 116 words in date January 2, 2016 Saturday  Nacional Edición
We have 734 words in date January 4, 2016 Monday  Comunidad Valenciana Edición
We have 734 words in date January 4, 2016 Monday  Comunidad Valenciana Edición
We have 136 words in date January 6, 2016 Wednesday  Andalucía Edición
We have 136 words in date January 6, 2016 Wednesday  Andalucía Edición
We have 377 words in date January 7, 2016 Thursday  Comunidad Valenciana Edición
We have 377 words in date January 7, 2016 Thursday  Comunidad Valenciana Edición
We have 144 words in date January 9, 2016 Saturday  Comunidad Valenciana Edición
We have 144 words in date January 9, 2016 Saturday  Comunidad Valenciana Edición
We have 379 words in date January 14, 2016 Thursday  Nacional Edición
We have 379 words in date January 14, 2016 Thursday  Nacional Edición
We have 609 words in date January 15, 2016 Friday  2ª Ed. Barna Edición
We have 609 words in date January 15, 2016 Friday  2ª Ed. Barna Edición
We have 401 words in date January 16, 2016 Saturday  Comunidad Valenciana Edición
We have 401 words in date January 16, 2016 Saturday  Nacional Edición
We have 401 words in date January 16, 2016 Saturday  Comunidad Valenciana Edición
We have 401 words in date January 16, 2016 Saturday  Nacional Edición
We have 619 words in date January 18, 2016 Monday  2ª Ed. Barna Edición
We have 634 words in date January 18, 2016 Monday  Nacional Edición
We have 157 words in date January 18, 2016 Monday  2ª Ed. Madrid Edición
We have 73 words in date November 21, 2015 Saturday  Andalucía Edición
We have 73 words in date November 21, 2015 Saturday  Andalucía Edición
We have 940 words in date November 23, 2015 Monday  2ª Ed. Madrid Edición
We have 940 words in date November 23, 2015 Monday  2ª Ed. Madrid Edición
We have 563 words in date November 27, 2015 Friday  Andalucía Edición
We have 563 words in date November 27, 2015 Friday  Nacional Edición
We have 563 words in date November 27, 2015 Friday  Andalucía Edición
We have 563 words in date November 27, 2015 Friday  Nacional Edición
We have 700 words in date December 1, 2015 Tuesday  2ª Ed. Barna Edición
We have 700 words in date December 1, 2015 Tuesday  Andalucía Edición
We have 330 words in date December 1, 2015 Tuesday  Comunidad Valenciana Edición
We have 616 words in date December 1, 2015 Tuesday  2ª Ed. Madrid Edición
We have 700 words in date December 1, 2015 Tuesday  2ª Ed. Barna Edición
We have 700 words in date December 1, 2015 Tuesday  Andalucía Edición
We have 330 words in date December 1, 2015 Tuesday  Comunidad Valenciana Edición
We have 616 words in date December 1, 2015 Tuesday  2ª Ed. Madrid Edición
We have 289 words in date December 2, 2015 Wednesday  Andalucía Edición
We have 289 words in date December 2, 2015 Wednesday  Andalucía Edición
We have 863 words in date December 4, 2015 Friday  Andalucía Edición
We have 863 words in date December 4, 2015 Friday  Andalucía Edición
We have 139 words in date December 7, 2015 Monday  Comunidad Valenciana Edición
We have 139 words in date December 7, 2015 Monday  Comunidad Valenciana Edición
We have 62 words in date December 9, 2015 Wednesday  Nacional Edición
We have 62 words in date December 9, 2015 Wednesday  Nacional Edición
We have 121 words in date December 10, 2015 Thursday  Comunidad Valenciana Edición
We have 121 words in date December 10, 2015 Thursday  Comunidad Valenciana Edición
We have 732 words in date December 13, 2015 Sunday  1ª Ed. Barna Edición
We have 732 words in date December 13, 2015 Sunday  1ª Ed. Barna Edición
We have 461 words in date December 17, 2015 Thursday  Comunidad Valenciana Edición
We have 461 words in date December 17, 2015 Thursday  Nacional Edición
We have 461 words in date December 17, 2015 Thursday  Comunidad Valenciana Edición
We have 461 words in date December 17, 2015 Thursday  Nacional Edición
We have 435 words in date December 20, 2015 Sunday  Nacional Edición
We have 435 words in date December 20, 2015 Sunday  Nacional Edición
We have 95 words in date December 23, 2015 Wednesday  2ª Ed. Madrid Edición
We have 95 words in date December 23, 2015 Wednesday  2ª Ed. Madrid Edición
We have 758 words in date December 24, 2015 Thursday  Comunidad Valenciana Edición
We have 758 words in date December 24, 2015 Thursday  Comunidad Valenciana Edición
We have 98 words in date December 25, 2015 Friday  Nacional Edición
We have 98 words in date December 25, 2015 Friday  Nacional Edición
We have 914 words in date December 28, 2015 Monday  Comunidad Valenciana Edición
We have 914 words in date December 28, 2015 Monday  Comunidad Valenciana Edición
We have 209 words in date December 29, 2015 Tuesday  Nacional Edición
We have 209 words in date December 29, 2015 Tuesday  Nacional Edición
We have 124 words in date December 30, 2015 Wednesday  2ª Ed. Madrid Edición
We have 120 words in date December 30, 2015 Wednesday  Nacional Edición
We have 124 words in date December 30, 2015 Wednesday  2ª Ed. Madrid Edición
We have 120 words in date December 30, 2015 Wednesday  Nacional Edición
We have 92 words in date January 2, 2016 Saturday  Nacional Edición
We have 92 words in date January 2, 2016 Saturday  Nacional Edición
We have 900 words in date January 3, 2016 Sunday  Comunidad Valenciana Edición
We have 900 words in date January 3, 2016 Sunday  Comunidad Valenciana Edición
We have 650 words in date January 14, 2016 Thursday  Andalucía Edición
We have 650 words in date January 14, 2016 Thursday  Andalucía Edición
We have 291 words in date January 16, 2016 Saturday  Nacional Edición
We have 291 words in date January 16, 2016 Saturday  Nacional Edición
We have 772 words in date January 17, 2016 Sunday  1ª Ed. Madrid Edición
We have 772 words in date January 17, 2016 Sunday  1ª Ed. Madrid Edición
We have 729 words in date November 20, 2015 Friday  1ª Ed. Barna Edición
We have 111 words in date November 20, 2015 Friday  Comunidad Valenciana Edición
We have 729 words in date November 20, 2015 Friday  1ª Ed. Barna Edición
We have 111 words in date November 20, 2015 Friday  Comunidad Valenciana Edición
We have 908 words in date November 21, 2015 Saturday  Comunidad Valenciana Edición
We have 1335 words in date November 21, 2015 Saturday  Comunidad Valenciana Edición
We have 931 words in date November 21, 2015 Saturday  Nacional Edición
We have 908 words in date November 21, 2015 Saturday  Comunidad Valenciana Edición
We have 1335 words in date November 21, 2015 Saturday  Comunidad Valenciana Edición
We have 931 words in date November 21, 2015 Saturday  Nacional Edición
We have 82 words in date November 23, 2015 Monday  2ª Ed. Barna Edición
We have 496 words in date November 23, 2015 Monday  Nacional Edición
We have 82 words in date November 23, 2015 Monday  2ª Ed. Barna Edición
We have 496 words in date November 23, 2015 Monday  Nacional Edición
We have 661 words in date November 24, 2015 Tuesday  Andalucía Edición
We have 661 words in date November 24, 2015 Tuesday  Andalucía Edición
We have 727 words in date November 25, 2015 Wednesday  2ª Ed. Barna Edición
We have 729 words in date November 25, 2015 Wednesday  Andalucía Edición
We have 727 words in date November 25, 2015 Wednesday  2ª Ed. Barna Edición
We have 729 words in date November 25, 2015 Wednesday  Andalucía Edición
We have 563 words in date November 26, 2015 Thursday  Andalucía Edición
We have 752 words in date November 26, 2015 Thursday  Comunidad Valenciana Edición
We have 159 words in date November 26, 2015 Thursday  Nacional Edición
We have 553 words in date November 26, 2015 Thursday  Nacional Edición
We have 788 words in date November 26, 2015 Thursday  Nacional Edición
We have 368 words in date November 26, 2015 Thursday  Nacional Edición
We have 563 words in date November 26, 2015 Thursday  Andalucía Edición
We have 752 words in date November 26, 2015 Thursday  Comunidad Valenciana Edición
We have 159 words in date November 26, 2015 Thursday  Nacional Edición
We have 553 words in date November 26, 2015 Thursday  Nacional Edición
We have 788 words in date November 26, 2015 Thursday  Nacional Edición
We have 368 words in date November 26, 2015 Thursday  Nacional Edición
We have 88 words in date November 27, 2015 Friday  2ª Ed. Barna Edición
We have 369 words in date November 27, 2015 Friday  Andalucía Edición
We have 157 words in date November 27, 2015 Friday  Comunidad Valenciana Edición
We have 88 words in date November 27, 2015 Friday  Andalucía Edición
We have 362 words in date November 27, 2015 Friday  Nacional Edición
We have 88 words in date November 27, 2015 Friday  2ª Ed. Barna Edición
We have 369 words in date November 27, 2015 Friday  Andalucía Edición
We have 157 words in date November 27, 2015 Friday  Comunidad Valenciana Edición
We have 88 words in date November 27, 2015 Friday  Andalucía Edición
We have 362 words in date November 27, 2015 Friday  Nacional Edición
We have 113 words in date November 28, 2015 Saturday  2ª Ed. Madrid Edición
We have 113 words in date November 28, 2015 Saturday  2ª Ed. Barna Edición
We have 904 words in date November 28, 2015 Saturday  Andalucía Edición
We have 109 words in date November 28, 2015 Saturday  Andalucía Edición
We have 904 words in date November 28, 2015 Saturday  Nacional Edición
We have 113 words in date November 28, 2015 Saturday  Nacional Edición
We have 113 words in date November 28, 2015 Saturday  2ª Ed. Madrid Edición
We have 113 words in date November 28, 2015 Saturday  2ª Ed. Barna Edición
We have 904 words in date November 28, 2015 Saturday  Andalucía Edición
We have 109 words in date November 28, 2015 Saturday  Andalucía Edición
We have 904 words in date November 28, 2015 Saturday  Nacional Edición
We have 113 words in date November 28, 2015 Saturday  Nacional Edición
We have 383 words in date November 29, 2015 Sunday  Comunidad Valenciana Edición
We have 404 words in date November 29, 2015 Sunday  Nacional Edición
We have 383 words in date November 29, 2015 Sunday  Comunidad Valenciana Edición
We have 404 words in date November 29, 2015 Sunday  Nacional Edición
We have 525 words in date November 30, 2015 Monday  2ª Ed. Madrid Edición
We have 699 words in date November 30, 2015 Monday  Nacional Edición
We have 698 words in date November 30, 2015 Monday  2ª Ed. Madrid Edición
We have 525 words in date November 30, 2015 Monday  2ª Ed. Madrid Edición
We have 699 words in date November 30, 2015 Monday  Nacional Edición
We have 698 words in date November 30, 2015 Monday  2ª Ed. Madrid Edición
We have 743 words in date December 1, 2015 Tuesday  2ª Ed. Barna Edición
We have 743 words in date December 1, 2015 Tuesday  Andalucía Edición
We have 504 words in date December 1, 2015 Tuesday  Nacional Edición
We have 743 words in date December 1, 2015 Tuesday  2ª Ed. Barna Edición
We have 743 words in date December 1, 2015 Tuesday  Andalucía Edición
We have 504 words in date December 1, 2015 Tuesday  Nacional Edición
We have 739 words in date December 2, 2015 Wednesday  1ª Ed. Barna Edición
We have 198 words in date December 2, 2015 Wednesday  Andalucía Edición
We have 555 words in date December 2, 2015 Wednesday  Andalucía Edición
We have 739 words in date December 2, 2015 Wednesday  1ª Ed. Barna Edición
We have 198 words in date December 2, 2015 Wednesday  Andalucía Edición
We have 555 words in date December 2, 2015 Wednesday  Andalucía Edición
We have 1020 words in date December 3, 2015 Thursday  Andalucía Edición
We have 119 words in date December 3, 2015 Thursday  Nacional Edición
We have 677 words in date December 3, 2015 Thursday  Nacional Edición
We have 1020 words in date December 3, 2015 Thursday  Andalucía Edición
We have 119 words in date December 3, 2015 Thursday  Nacional Edición
We have 677 words in date December 3, 2015 Thursday  Nacional Edición
We have 758 words in date December 4, 2015 Friday  2ª Ed. Madrid Edición
We have 110 words in date December 4, 2015 Friday  2ª Ed. Barna Edición
We have 110 words in date December 4, 2015 Friday  Andalucía Edición
We have 274 words in date December 4, 2015 Friday  Comunidad Valenciana Edición
We have 59 words in date December 4, 2015 Friday  Comunidad Valenciana Edición
We have 760 words in date December 4, 2015 Friday  Andalucía Edición
We have 112 words in date December 4, 2015 Friday  Nacional Edición
We have 269 words in date December 4, 2015 Friday  Nacional Edición
We have 758 words in date December 4, 2015 Friday  2ª Ed. Madrid Edición
We have 110 words in date December 4, 2015 Friday  2ª Ed. Barna Edición
We have 110 words in date December 4, 2015 Friday  Andalucía Edición
We have 274 words in date December 4, 2015 Friday  Comunidad Valenciana Edición
We have 59 words in date December 4, 2015 Friday  Comunidad Valenciana Edición
We have 760 words in date December 4, 2015 Friday  Andalucía Edición
We have 112 words in date December 4, 2015 Friday  Nacional Edición
We have 269 words in date December 4, 2015 Friday  Nacional Edición
We have 660 words in date December 5, 2015 Saturday  Andalucía Edición
We have 660 words in date December 5, 2015 Saturday  Nacional Edición
We have 660 words in date December 5, 2015 Saturday  Andalucía Edición
We have 660 words in date December 5, 2015 Saturday  Nacional Edición
We have 697 words in date December 6, 2015 Sunday  Nacional Edición
We have 385 words in date December 6, 2015 Sunday  Nacional Edición
We have 252 words in date December 6, 2015 Sunday  Nacional Edición
We have 697 words in date December 6, 2015 Sunday  Nacional Edición
We have 385 words in date December 6, 2015 Sunday  Nacional Edición
We have 252 words in date December 6, 2015 Sunday  Nacional Edición
We have 832 words in date December 8, 2015 Tuesday  2ª Ed. Barna Edición
We have 308 words in date December 8, 2015 Tuesday  2ª Ed. Madrid Edición
We have 822 words in date December 8, 2015 Tuesday  Andalucía Edición
We have 832 words in date December 8, 2015 Tuesday  2ª Ed. Barna Edición
We have 308 words in date December 8, 2015 Tuesday  2ª Ed. Madrid Edición
We have 822 words in date December 8, 2015 Tuesday  Andalucía Edición
We have 325 words in date December 9, 2015 Wednesday  Comunidad Valenciana Edición
We have 325 words in date December 9, 2015 Wednesday  Comunidad Valenciana Edición
We have 75 words in date December 10, 2015 Thursday  2ª Ed. Madrid Edición
We have 457 words in date December 10, 2015 Thursday  Andalucía Edición
We have 75 words in date December 10, 2015 Thursday  2ª Ed. Madrid Edición
We have 457 words in date December 10, 2015 Thursday  Andalucía Edición
We have 894 words in date December 11, 2015 Friday  Comunidad Valenciana Edición
We have 433 words in date December 11, 2015 Friday  Comunidad Valenciana Edición
We have 182 words in date December 11, 2015 Friday  Comunidad Valenciana Edición
We have 182 words in date December 11, 2015 Friday  Nacional Edición
We have 410 words in date December 11, 2015 Friday  Nacional Edición
We have 893 words in date December 11, 2015 Friday  Nacional Edición
We have 433 words in date December 11, 2015 Friday  Nacional Edición
We have 894 words in date December 11, 2015 Friday  Comunidad Valenciana Edición
We have 433 words in date December 11, 2015 Friday  Comunidad Valenciana Edición
We have 182 words in date December 11, 2015 Friday  Comunidad Valenciana Edición
We have 182 words in date December 11, 2015 Friday  Nacional Edición
We have 410 words in date December 11, 2015 Friday  Nacional Edición
We have 893 words in date December 11, 2015 Friday  Nacional Edición
We have 433 words in date December 11, 2015 Friday  Nacional Edición
We have 72 words in date December 12, 2015 Saturday  Comunidad Valenciana Edición
We have 533 words in date December 12, 2015 Saturday  Nacional Edición
We have 144 words in date December 12, 2015 Saturday  Nacional Edición
We have 72 words in date December 12, 2015 Saturday  Comunidad Valenciana Edición
We have 533 words in date December 12, 2015 Saturday  Nacional Edición
We have 144 words in date December 12, 2015 Saturday  Nacional Edición
We have 411 words in date December 13, 2015 Sunday  Comunidad Valenciana Edición
We have 533 words in date December 13, 2015 Sunday  Nacional Edición
We have 152 words in date December 13, 2015 Sunday  Nacional Edición
We have 411 words in date December 13, 2015 Sunday  Comunidad Valenciana Edición
We have 533 words in date December 13, 2015 Sunday  Nacional Edición
We have 152 words in date December 13, 2015 Sunday  Nacional Edición
We have 568 words in date December 14, 2015 Monday  Andalucía Edición
We have 282 words in date December 14, 2015 Monday  Comunidad Valenciana Edición
We have 616 words in date December 14, 2015 Monday  Nacional Edición
We have 568 words in date December 14, 2015 Monday  Andalucía Edición
We have 282 words in date December 14, 2015 Monday  Comunidad Valenciana Edición
We have 616 words in date December 14, 2015 Monday  Nacional Edición
We have 543 words in date December 16, 2015 Wednesday  2ª Ed. Barna Edición
We have 543 words in date December 16, 2015 Wednesday  2ª Ed. Madrid Edición
We have 296 words in date December 16, 2015 Wednesday  2ª Ed. Madrid Edición
We have 543 words in date December 16, 2015 Wednesday  Nacional Edición
We have 296 words in date December 16, 2015 Wednesday  Nacional Edición
We have 716 words in date December 16, 2015 Wednesday  Comunidad Valenciana Edición

In [4]:

    

with open("./data/Pablo_Iglesias_Podemos.csv") as f:
    for i,line in enumerate(f):
        date, newspaper, content = line.split("\t")
        number_words = len(content.split(" "))
        
        frequency_las = 100*content.count("la")/number_words
        frequency_els = 100*content.count("el")/number_words
        
        print("New article number {0}. la's: {1:3.2f}%. el's {2:3.2f}%".format(i,frequency_las,frequency_els))


    

    




New article number 0. la's: 6.26%. el's 6.45%
New article number 1. la's: 6.26%. el's 6.45%
New article number 2. la's: 9.80%. el's 7.09%
New article number 3. la's: 6.26%. el's 6.45%
New article number 4. la's: 9.80%. el's 7.09%
New article number 5. la's: 7.12%. el's 6.56%
New article number 6. la's: 5.36%. el's 4.46%
New article number 7. la's: 10.00%. el's 5.37%
New article number 8. la's: 8.82%. el's 6.55%
New article number 9. la's: 5.48%. el's 5.00%
New article number 10. la's: 6.38%. el's 6.38%
New article number 11. la's: 5.42%. el's 5.10%
New article number 12. la's: 6.45%. el's 5.38%
New article number 13. la's: 5.36%. el's 4.46%
New article number 14. la's: 10.00%. el's 5.37%
New article number 15. la's: 8.82%. el's 6.55%
New article number 16. la's: 5.48%. el's 5.00%
New article number 17. la's: 6.38%. el's 6.38%
New article number 18. la's: 5.42%. el's 5.10%
New article number 19. la's: 6.45%. el's 5.38%
New article number 20. la's: 7.00%. el's 4.12%
New article number 21. la's: 3.70%. el's 0.00%
New article number 22. la's: 7.00%. el's 4.12%
New article number 23. la's: 3.70%. el's 0.00%
New article number 24. la's: 6.73%. el's 5.59%
New article number 25. la's: 8.89%. el's 8.03%
New article number 26. la's: 11.54%. el's 10.00%
New article number 27. la's: 5.88%. el's 4.20%
New article number 28. la's: 6.73%. el's 5.59%
New article number 29. la's: 8.89%. el's 8.03%
New article number 30. la's: 11.54%. el's 10.00%
New article number 31. la's: 5.88%. el's 4.20%
New article number 32. la's: 7.91%. el's 7.15%
New article number 33. la's: 3.05%. el's 4.27%
New article number 34. la's: 7.26%. el's 5.39%
New article number 35. la's: 4.08%. el's 4.08%
New article number 36. la's: 8.31%. el's 4.04%
New article number 37. la's: 7.91%. el's 7.15%
New article number 38. la's: 3.05%. el's 4.27%
New article number 39. la's: 7.26%. el's 5.39%
New article number 40. la's: 4.08%. el's 4.08%
New article number 41. la's: 8.31%. el's 4.04%
New article number 42. la's: 6.67%. el's 6.00%
New article number 43. la's: 5.66%. el's 6.13%
New article number 44. la's: 6.00%. el's 6.00%
New article number 45. la's: 6.67%. el's 6.00%
New article number 46. la's: 5.66%. el's 6.13%
New article number 47. la's: 6.00%. el's 6.00%
New article number 48. la's: 4.82%. el's 12.05%
New article number 49. la's: 8.80%. el's 4.13%
New article number 50. la's: 7.78%. el's 7.50%
New article number 51. la's: 4.82%. el's 12.05%
New article number 52. la's: 8.80%. el's 4.13%
New article number 53. la's: 7.78%. el's 7.50%
New article number 54. la's: 7.86%. el's 7.14%
New article number 55. la's: 5.93%. el's 4.24%
New article number 56. la's: 7.69%. el's 6.99%
New article number 57. la's: 5.21%. el's 6.88%
New article number 58. la's: 3.71%. el's 2.39%
New article number 59. la's: 7.86%. el's 7.14%
New article number 60. la's: 5.93%. el's 4.24%
New article number 61. la's: 7.69%. el's 6.99%
New article number 62. la's: 5.21%. el's 6.88%
New article number 63. la's: 3.71%. el's 2.39%
New article number 64. la's: 6.07%. el's 1.85%
New article number 65. la's: 6.07%. el's 1.85%
New article number 66. la's: 6.35%. el's 2.65%
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New article number 69. la's: 6.35%. el's 2.65%
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New article number 71. la's: 5.71%. el's 3.49%
New article number 72. la's: 4.32%. el's 4.86%
New article number 73. la's: 4.32%. el's 4.86%
New article number 74. la's: 7.37%. el's 4.21%
New article number 75. la's: 7.37%. el's 4.21%
New article number 76. la's: 7.52%. el's 4.81%
New article number 77. la's: 6.02%. el's 9.02%
New article number 78. la's: 6.02%. el's 9.02%
New article number 79. la's: 5.88%. el's 6.25%
New article number 80. la's: 7.52%. el's 4.81%
New article number 81. la's: 6.02%. el's 9.02%
New article number 82. la's: 6.02%. el's 9.02%
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New article number 84. la's: 6.31%. el's 5.19%
New article number 85. la's: 6.31%. el's 5.19%
New article number 86. la's: 6.82%. el's 9.09%
New article number 87. la's: 7.14%. el's 9.52%
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New article number 89. la's: 7.14%. el's 9.52%
New article number 90. la's: 5.60%. el's 7.07%
New article number 91. la's: 4.27%. el's 7.93%
New article number 92. la's: 4.27%. el's 7.93%
New article number 93. la's: 4.50%. el's 2.70%
New article number 94. la's: 5.60%. el's 7.22%
New article number 95. la's: 4.27%. el's 7.93%
New article number 96. la's: 8.32%. el's 5.03%
New article number 97. la's: 5.60%. el's 7.07%
New article number 98. la's: 4.27%. el's 7.93%
New article number 99. la's: 4.27%. el's 7.93%
New article number 100. la's: 4.50%. el's 2.70%
New article number 101. la's: 5.60%. el's 7.22%
New article number 102. la's: 4.27%. el's 7.93%
New article number 103. la's: 8.32%. el's 5.03%
New article number 104. la's: 6.78%. el's 4.88%
New article number 105. la's: 10.17%. el's 2.54%
New article number 106. la's: 6.78%. el's 4.88%
New article number 107. la's: 10.17%. el's 2.54%
New article number 108. la's: 8.20%. el's 4.92%
New article number 109. la's: 10.24%. el's 5.51%
New article number 110. la's: 8.14%. el's 5.34%
New article number 111. la's: 8.35%. el's 5.49%
New article number 112. la's: 8.20%. el's 4.92%
New article number 113. la's: 10.24%. el's 5.51%
New article number 114. la's: 8.20%. el's 4.92%
New article number 115. la's: 10.24%. el's 5.51%
New article number 116. la's: 8.14%. el's 5.34%
New article number 117. la's: 8.35%. el's 5.49%
New article number 118. la's: 8.20%. el's 4.92%
New article number 119. la's: 10.24%. el's 5.51%
New article number 120. la's: 11.49%. el's 7.72%
New article number 121. la's: 11.76%. el's 7.61%
New article number 122. la's: 11.49%. el's 7.72%
New article number 123. la's: 11.76%. el's 7.61%
New article number 124. la's: 6.63%. el's 9.39%
New article number 125. la's: 6.63%. el's 9.39%
New article number 126. la's: 8.02%. el's 5.90%
New article number 127. la's: 8.02%. el's 5.90%
New article number 128. la's: 8.28%. el's 6.71%
New article number 129. la's: 8.28%. el's 6.71%
New article number 130. la's: 8.09%. el's 4.89%
New article number 131. la's: 8.09%. el's 4.89%
New article number 132. la's: 7.29%. el's 5.87%
New article number 133. la's: 8.01%. el's 7.21%
New article number 134. la's: 7.29%. el's 5.87%
New article number 135. la's: 8.01%. el's 7.21%
New article number 136. la's: 7.29%. el's 5.87%
New article number 137. la's: 8.01%. el's 7.21%
New article number 138. la's: 7.29%. el's 5.87%
New article number 139. la's: 8.01%. el's 7.21%
New article number 140. la's: 5.27%. el's 6.12%
New article number 141. la's: 5.26%. el's 6.11%
New article number 142. la's: 5.27%. el's 6.12%
New article number 143. la's: 5.26%. el's 6.11%
New article number 144. la's: 5.70%. el's 7.28%
New article number 145. la's: 5.70%. el's 7.28%
New article number 146. la's: 6.34%. el's 5.45%
New article number 147. la's: 6.34%. el's 5.45%
New article number 148. la's: 4.84%. el's 9.68%
New article number 149. la's: 4.84%. el's 9.68%
New article number 150. la's: 4.84%. el's 9.68%
New article number 151. la's: 4.84%. el's 9.68%
New article number 152. la's: 5.97%. el's 5.81%
New article number 153. la's: 5.97%. el's 5.81%
New article number 154. la's: 6.19%. el's 6.46%
New article number 155. la's: 6.19%. el's 6.46%
New article number 156. la's: 6.97%. el's 6.23%
New article number 157. la's: 7.41%. el's 7.16%
New article number 158. la's: 6.97%. el's 6.23%
New article number 159. la's: 7.41%. el's 7.16%
New article number 160. la's: 7.75%. el's 4.25%
New article number 161. la's: 7.75%. el's 4.25%
New article number 162. la's: 5.60%. el's 4.37%
New article number 163. la's: 7.25%. el's 6.19%
New article number 164. la's: 5.45%. el's 4.50%
New article number 165. la's: 7.61%. el's 6.30%
New article number 166. la's: 7.25%. el's 6.19%
New article number 167. la's: 5.60%. el's 4.37%
New article number 168. la's: 7.25%. el's 6.19%
New article number 169. la's: 5.45%. el's 4.50%
New article number 170. la's: 7.61%. el's 6.30%
New article number 171. la's: 7.25%. el's 6.19%
New article number 172. la's: 6.84%. el's 5.96%
New article number 173. la's: 6.84%. el's 5.96%
New article number 174. la's: 6.15%. el's 4.52%
New article number 175. la's: 6.29%. el's 4.68%
New article number 176. la's: 6.15%. el's 4.52%
New article number 177. la's: 6.29%. el's 4.68%
New article number 178. la's: 8.37%. el's 3.39%
New article number 179. la's: 8.37%. el's 3.39%
New article number 180. la's: 9.01%. el's 7.39%
New article number 181. la's: 5.75%. el's 7.08%
New article number 182. la's: 9.01%. el's 7.39%
New article number 183. la's: 5.79%. el's 7.13%
New article number 184. la's: 9.01%. el's 7.39%
New article number 185. la's: 5.75%. el's 7.08%
New article number 186. la's: 9.01%. el's 7.39%
New article number 187. la's: 5.79%. el's 7.13%
New article number 188. la's: 8.27%. el's 4.79%
New article number 189. la's: 8.27%. el's 4.79%
New article number 190. la's: 6.36%. el's 6.00%
New article number 191. la's: 6.36%. el's 6.00%
New article number 192. la's: 7.59%. el's 4.96%
New article number 193. la's: 7.58%. el's 5.10%
New article number 194. la's: 7.59%. el's 4.96%
New article number 195. la's: 7.58%. el's 5.10%
New article number 196. la's: 10.25%. el's 6.56%
New article number 197. la's: 10.25%. el's 6.56%
New article number 198. la's: 9.60%. el's 5.08%
New article number 199. la's: 10.10%. el's 3.94%
New article number 200. la's: 6.39%. el's 6.77%
New article number 201. la's: 10.10%. el's 3.94%
New article number 202. la's: 6.39%. el's 6.77%
New article number 203. la's: 5.52%. el's 4.66%
New article number 204. la's: 5.52%. el's 4.66%
New article number 205. la's: 9.84%. el's 6.56%
New article number 206. la's: 9.84%. el's 6.56%
New article number 207. la's: 5.93%. el's 5.08%
New article number 208. la's: 5.93%. el's 5.08%
New article number 209. la's: 9.82%. el's 4.21%
New article number 210. la's: 9.82%. el's 4.21%
New article number 211. la's: 3.77%. el's 6.60%
New article number 212. la's: 8.39%. el's 6.99%
New article number 213. la's: 4.92%. el's 6.44%
New article number 214. la's: 3.77%. el's 6.60%
New article number 215. la's: 3.77%. el's 6.60%
New article number 216. la's: 8.39%. el's 6.99%
New article number 217. la's: 4.92%. el's 6.44%
New article number 218. la's: 3.77%. el's 6.60%
New article number 219. la's: 10.29%. el's 2.94%
New article number 220. la's: 10.29%. el's 2.94%
New article number 221. la's: 9.97%. el's 6.50%
New article number 222. la's: 7.09%. el's 3.94%
New article number 223. la's: 9.97%. el's 6.50%
New article number 224. la's: 7.09%. el's 3.94%
New article number 225. la's: 6.72%. el's 7.94%
New article number 226. la's: 6.72%. el's 7.94%
New article number 227. la's: 5.80%. el's 5.80%
New article number 228. la's: 4.42%. el's 4.88%
New article number 229. la's: 4.42%. el's 4.88%
New article number 230. la's: 5.80%. el's 5.80%
New article number 231. la's: 4.42%. el's 4.88%
New article number 232. la's: 4.42%. el's 4.88%
New article number 233. la's: 7.57%. el's 7.57%
New article number 234. la's: 7.57%. el's 7.57%
New article number 235. la's: 7.66%. el's 8.26%
New article number 236. la's: 10.00%. el's 6.51%
New article number 237. la's: 7.66%. el's 8.26%
New article number 238. la's: 10.00%. el's 6.51%
New article number 239. la's: 6.63%. el's 5.85%
New article number 240. la's: 6.63%. el's 5.85%
New article number 241. la's: 6.00%. el's 4.38%
New article number 242. la's: 6.81%. el's 8.41%
New article number 243. la's: 7.16%. el's 4.84%
New article number 244. la's: 7.18%. el's 4.97%
New article number 245. la's: 6.00%. el's 4.38%
New article number 246. la's: 6.81%. el's 8.41%
New article number 247. la's: 7.16%. el's 4.84%
New article number 248. la's: 7.18%. el's 4.97%
New article number 249. la's: 4.50%. el's 7.44%
New article number 250. la's: 7.18%. el's 5.56%
New article number 251. la's: 4.50%. el's 7.44%
New article number 252. la's: 7.18%. el's 5.56%
New article number 253. la's: 6.59%. el's 6.24%
New article number 254. la's: 5.66%. el's 4.04%
New article number 255. la's: 5.51%. el's 3.46%
New article number 256. la's: 6.04%. el's 8.11%
New article number 257. la's: 7.53%. el's 5.38%
New article number 258. la's: 6.09%. el's 3.92%
New article number 259. la's: 6.59%. el's 6.24%
New article number 260. la's: 5.66%. el's 4.04%
New article number 261. la's: 5.51%. el's 3.46%
New article number 262. la's: 6.04%. el's 8.11%
New article number 263. la's: 7.53%. el's 5.38%
New article number 264. la's: 6.09%. el's 3.92%
New article number 265. la's: 6.53%. el's 4.78%
New article number 266. la's: 6.53%. el's 4.78%
New article number 267. la's: 7.53%. el's 4.60%
New article number 268. la's: 7.53%. el's 4.60%
New article number 269. la's: 7.69%. el's 6.04%
New article number 270. la's: 7.69%. el's 6.04%
New article number 271. la's: 5.04%. el's 8.14%
New article number 272. la's: 4.25%. el's 5.66%
New article number 273. la's: 5.04%. el's 8.14%
New article number 274. la's: 4.25%. el's 5.66%
New article number 275. la's: 7.49%. el's 6.28%
New article number 276. la's: 7.17%. el's 6.54%
New article number 277. la's: 7.48%. el's 6.48%
New article number 278. la's: 7.17%. el's 6.54%
New article number 279. la's: 7.49%. el's 6.28%
New article number 280. la's: 7.17%. el's 6.54%
New article number 281. la's: 7.48%. el's 6.48%
New article number 282. la's: 7.17%. el's 6.54%
New article number 283. la's: 9.35%. el's 4.67%
New article number 284. la's: 6.63%. el's 9.18%
New article number 285. la's: 9.38%. el's 4.69%
New article number 286. la's: 6.63%. el's 9.18%
New article number 287. la's: 9.35%. el's 4.67%
New article number 288. la's: 6.63%. el's 9.18%
New article number 289. la's: 9.38%. el's 4.69%
New article number 290. la's: 6.63%. el's 9.18%
New article number 291. la's: 6.18%. el's 5.23%
New article number 292. la's: 6.18%. el's 5.23%
New article number 293. la's: 7.68%. el's 6.96%
New article number 294. la's: 7.68%. el's 6.96%
New article number 295. la's: 5.37%. el's 7.76%
New article number 296. la's: 5.47%. el's 7.69%
New article number 297. la's: 5.37%. el's 7.76%
New article number 298. la's: 5.47%. el's 7.69%
New article number 299. la's: 8.27%. el's 4.79%
New article number 300. la's: 8.27%. el's 4.79%
New article number 301. la's: 8.18%. el's 5.13%
New article number 302. la's: 8.17%. el's 5.12%
New article number 303. la's: 8.18%. el's 5.13%
New article number 304. la's: 8.17%. el's 5.12%
New article number 305. la's: 8.27%. el's 5.40%
New article number 306. la's: 8.27%. el's 5.40%
New article number 307. la's: 8.27%. el's 5.40%
New article number 308. la's: 8.27%. el's 5.40%
New article number 309. la's: 4.19%. el's 6.59%
New article number 310. la's: 8.74%. el's 4.81%
New article number 311. la's: 4.45%. el's 6.82%
New article number 312. la's: 8.74%. el's 4.81%
New article number 313. la's: 7.14%. el's 3.85%
New article number 314. la's: 7.56%. el's 6.53%
New article number 315. la's: 7.56%. el's 6.53%
New article number 316. la's: 6.44%. el's 8.91%
New article number 317. la's: 6.44%. el's 8.91%
New article number 318. la's: 6.44%. el's 8.91%
New article number 319. la's: 6.44%. el's 8.91%
New article number 320. la's: 5.86%. el's 5.86%
New article number 321. la's: 5.87%. el's 5.77%
New article number 322. la's: 5.86%. el's 5.86%
New article number 323. la's: 5.87%. el's 5.77%
New article number 324. la's: 5.47%. el's 4.66%
New article number 325. la's: 5.47%. el's 4.66%
New article number 326. la's: 9.64%. el's 5.72%
New article number 327. la's: 9.64%. el's 5.72%
New article number 328. la's: 6.06%. el's 5.76%
New article number 329. la's: 6.06%. el's 5.76%
New article number 330. la's: 6.06%. el's 5.76%
New article number 331. la's: 6.06%. el's 5.76%
New article number 332. la's: 5.88%. el's 3.36%
New article number 333. la's: 5.83%. el's 3.33%
New article number 334. la's: 5.88%. el's 3.36%
New article number 335. la's: 5.83%. el's 3.33%
New article number 336. la's: 6.39%. el's 7.55%
New article number 337. la's: 6.39%. el's 7.55%
New article number 338. la's: 9.94%. el's 5.59%
New article number 339. la's: 9.94%. el's 5.59%
New article number 340. la's: 5.36%. el's 4.20%
New article number 341. la's: 5.36%. el's 4.20%
New article number 342. la's: 4.81%. el's 3.61%
New article number 343. la's: 4.81%. el's 3.61%
New article number 344. la's: 6.17%. el's 5.29%
New article number 345. la's: 6.17%. el's 5.29%
New article number 346. la's: 7.51%. el's 3.66%
New article number 347. la's: 7.48%. el's 4.36%
New article number 348. la's: 7.51%. el's 3.66%
New article number 349. la's: 7.48%. el's 4.36%
New article number 350. la's: 7.59%. el's 4.43%
New article number 351. la's: 7.59%. el's 4.43%
New article number 352. la's: 4.11%. el's 5.14%
New article number 353. la's: 5.59%. el's 5.59%
New article number 354. la's: 4.11%. el's 5.14%
New article number 355. la's: 5.59%. el's 5.59%
New article number 356. la's: 4.37%. el's 7.69%
New article number 357. la's: 6.30%. el's 7.48%
New article number 358. la's: 5.80%. el's 4.35%
New article number 359. la's: 5.36%. el's 5.68%
New article number 360. la's: 3.59%. el's 5.99%
New article number 361. la's: 4.58%. el's 7.64%
New article number 362. la's: 5.80%. el's 4.35%
New article number 363. la's: 5.41%. el's 5.87%
New article number 364. la's: 3.64%. el's 4.85%
New article number 365. la's: 6.30%. el's 7.09%
New article number 366. la's: 4.37%. el's 7.69%
New article number 367. la's: 6.30%. el's 7.48%
New article number 368. la's: 5.80%. el's 4.35%
New article number 369. la's: 5.36%. el's 5.68%
New article number 370. la's: 3.59%. el's 5.99%
New article number 371. la's: 4.58%. el's 7.64%
New article number 372. la's: 5.80%. el's 4.35%
New article number 373. la's: 5.41%. el's 5.87%
New article number 374. la's: 3.64%. el's 4.85%
New article number 375. la's: 6.30%. el's 7.09%
New article number 376. la's: 8.14%. el's 8.27%
New article number 377. la's: 8.16%. el's 8.42%
New article number 378. la's: 8.14%. el's 8.27%
New article number 379. la's: 8.16%. el's 8.42%
New article number 380. la's: 6.83%. el's 7.55%
New article number 381. la's: 4.47%. el's 5.59%
New article number 382. la's: 5.65%. el's 6.41%
New article number 383. la's: 6.83%. el's 7.55%
New article number 384. la's: 4.47%. el's 5.59%
New article number 385. la's: 5.65%. el's 6.41%
New article number 386. la's: 6.27%. el's 7.59%
New article number 387. la's: 6.27%. el's 7.59%
New article number 388. la's: 4.98%. el's 9.05%
New article number 389. la's: 5.26%. el's 8.77%
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New article number 391. la's: 5.26%. el's 8.77%
New article number 392. la's: 5.39%. el's 5.39%
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New article number 394. la's: 5.39%. el's 5.39%
New article number 395. la's: 5.39%. el's 5.39%
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New article number 397. la's: 6.93%. el's 7.43%
New article number 398. la's: 6.85%. el's 5.48%
New article number 399. la's: 6.85%. el's 5.48%
New article number 400. la's: 5.28%. el's 8.44%
New article number 401. la's: 5.25%. el's 8.66%
New article number 402. la's: 5.28%. el's 8.44%
New article number 403. la's: 5.25%. el's 8.66%
New article number 404. la's: 8.29%. el's 3.31%
New article number 405. la's: 8.13%. el's 7.39%
New article number 406. la's: 6.57%. el's 9.09%
New article number 407. la's: 8.29%. el's 3.31%
New article number 408. la's: 6.16%. el's 4.38%
New article number 409. la's: 6.57%. el's 9.09%
New article number 410. la's: 8.15%. el's 4.35%
New article number 411. la's: 8.29%. el's 3.31%
New article number 412. la's: 8.13%. el's 7.39%
New article number 413. la's: 6.57%. el's 9.09%
New article number 414. la's: 8.29%. el's 3.31%
New article number 415. la's: 6.16%. el's 4.38%
New article number 416. la's: 6.57%. el's 9.09%
New article number 417. la's: 8.15%. el's 4.35%
New article number 418. la's: 9.25%. el's 5.48%
New article number 419. la's: 9.25%. el's 5.48%
New article number 420. la's: 4.95%. el's 5.77%
New article number 421. la's: 7.16%. el's 8.99%
New article number 422. la's: 4.79%. el's 4.79%
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New article number 424. la's: 7.16%. el's 8.99%
New article number 425. la's: 4.79%. el's 4.79%
New article number 426. la's: 7.67%. el's 5.44%
New article number 427. la's: 7.67%. el's 5.44%
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New article number 429. la's: 8.07%. el's 7.76%
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New article number 431. la's: 8.07%. el's 7.76%
New article number 432. la's: 4.47%. el's 6.20%
New article number 433. la's: 8.35%. el's 4.27%
New article number 434. la's: 4.47%. el's 6.20%
New article number 435. la's: 7.46%. el's 6.72%
New article number 436. la's: 6.72%. el's 6.13%
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New article number 438. la's: 8.35%. el's 4.27%
New article number 439. la's: 4.47%. el's 6.20%
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New article number 441. la's: 6.72%. el's 6.13%
New article number 442. la's: 5.87%. el's 4.86%
New article number 443. la's: 5.87%. el's 4.86%
New article number 444. la's: 5.69%. el's 5.49%
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New article number 446. la's: 13.64%. el's 5.19%
New article number 447. la's: 13.64%. el's 5.19%
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New article number 449. la's: 11.03%. el's 6.55%
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New article number 456. la's: 8.09%. el's 5.15%
New article number 457. la's: 8.09%. el's 5.15%
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New article number 459. la's: 5.57%. el's 3.45%
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New article number 461. la's: 6.94%. el's 4.17%
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New article number 464. la's: 8.54%. el's 6.90%
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New article number 469. la's: 8.23%. el's 7.73%
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In [5]:

    

from scipy.stats import pearsonr, spearmanr
import pylab as plt

frequency_las = []
frequency_els = []

with open("./data/Pablo_Iglesias_Podemos.csv") as f:
    for i,line in enumerate(f):
        date, newspaper, content = line.split("\t")
        number_words = len(content.split(" "))

        frequency_las.append(100*content.count("la")/number_words)
        frequency_els.append(100*content.count("el")/number_words)


print(frequency_las[:10])
print(frequency_els[:10])
        
pearson_corr,pearson_pvalue = pearsonr(frequency_las,frequency_els)
spearmanr_corr,spearmanr_pvalue = spearmanr(frequency_las,frequency_els)

print(pearson_corr,pearson_pvalue)
print(spearmanr_corr,spearmanr_pvalue)


    

    




[6.261510128913444, 6.261510128913444, 9.797297297297296, 6.261510128913444, 9.797297297297296, 7.122905027932961, 5.357142857142857, 10.0, 8.816120906801007, 5.483870967741935]
[6.445672191528545, 6.445672191528545, 7.094594594594595, 6.445672191528545, 7.094594594594595, 6.564245810055866, 4.464285714285714, 5.365853658536586, 6.54911838790932, 5.0]
-0.0594241938359 0.119148064261
-0.0589721980327 0.121987381518

In [141]:

    

plt.plot(frequency_las,frequency_els,"o")
plt.xlabel("Frequency of las")
plt.ylabel("Frequency of els")
plt.title("Just a kindof meaningless plot")
plt.show()


    

In [185]:

    

import pylab as plt
import numpy as np

def make_line_hist(x,minValue,maxValue,nbins=10,logscale=False):
    """
    make a line histogram (instead of bars, just the top line)
    """
    if logscale:
        freqs,bins = np.histogram(x,bins=np.logspace(np.log10(minValue),np.log10(maxValue),nbins),normed=True) 
    else:
        freqs,bins = np.histogram(x,bins=np.linspace(minValue,maxValue,nbins),normed=True)
        
    
    plt.plot((bins[:-1]+bins[1:])/2,freqs)
    return freqs
    
### Get the distribution of words and plot histogram
from collections import Counter
with open("./data/Pablo_Iglesias_Podemos.csv") as f:
    lines = sorted(set(f.readlines()))
    for line in lines:
        date, newspaper, content = line.rsplit("\t")
        number_words = len(content.split(" "))

        counter = Counter(content.split(" "))
        print(counter.most_common(5))
        elements,count = zip(*counter.most_common())
        freq = 100*np.array(count)/number_words
        
        freqs = make_line_hist(freq,0.001,5,10,logscale=True)
     
        
plt.legend([0,1,2,3,4,5])
plt.xlabel("Frequency of a word")
plt.ylabel("Frequency of that frequency")
plt.title("More to the left = more diversity")
plt.show()


    

    




[('de', 43), ('que', 31), ('y', 27), ('el', 22), ('en', 22)]
[('de', 43), ('el', 30), ('la', 27), ('a', 22), ('en', 22)]
[('de', 10), ('la', 8), ('el', 6), ('que', 4), ('los', 3)]
[('de', 20), ('el', 16), ('los', 12), ('que', 12), ('a', 8)]
[('de', 26), ('el', 23), ('y', 19), ('en', 15), ('con', 13)]






    

In [6]:

    

##Formats the date

from dateutil.parser import parse
with open("./data/Pablo_Iglesias_Podemos.csv") as f, open("./data/Pablo_Iglesias_Podemos_date_formatted.csv","w+") as fOut:
    lines = sorted(set(f.readlines()))
    for i,line in enumerate(lines):
        date, newspaper, content = line.rsplit("\t")
        number_words = len(content.split(" "))
        corruption = content.count("corrup")
        date = parse(date,fuzzy=True,dayfirst=True)
        fOut.write("{0}\t{1}\n".format(date.date(),100*corruption/number_words))

with open("./data/Albert_Rivera_Ciudadanos.csv") as f, open("./data/Albert_Rivera_Ciudadanos_date_formatted.csv","w+") as fOut:
    lines = sorted(set(f.readlines()))
    for i,line in enumerate(lines):
        date, newspaper, content = line.rsplit("\t")
        number_words = len(content.split(" "))
        corruption = content.count("corrup")        
        date = parse(date,fuzzy=True,dayfirst=True)
        fOut.write("{0}\t{1}\n".format(date.date(),100*corruption/number_words))


    

In [7]:

    

import pandas as pd
df = pd.read_csv("./data/Pablo_Iglesias_Podemos_date_formatted.csv",sep="\t",header=None,index_col=None)
df.columns = ["Date","Perc"]
print(df.loc[:10,:])


    

    




          Date      Perc
0   2015-12-01  0.000000
1   2015-12-01  0.000000
2   2015-12-01  0.000000
3   2015-12-01  0.000000
4   2015-12-01  0.000000
5   2015-12-01  0.000000
6   2015-12-01  0.000000
7   2015-12-01  0.869565
8   2015-12-01  0.000000
9   2015-12-01  0.000000
10  2015-12-01  0.000000

In [8]:

    

### Group by date so we can plot
df_podemos = pd.read_csv("./data/Pablo_Iglesias_Podemos_date_formatted.csv",sep="\t",header=None,index_col=None)
df_podemos.columns = ["Date","Perc"]
df_podemos = df_podemos.groupby("Date").mean().reset_index()


df_ciudadnos = pd.read_csv("./data/Albert_Rivera_Ciudadanos_date_formatted.csv",sep="\t",header=None,index_col=None)
df_ciudadnos.columns = ["Date","Perc"]
df_ciudadnos = df_ciudadnos.groupby("Date").mean().reset_index()

plt.plot(df_podemos["Date"],df_podemos["Perc"])
plt.plot(df_ciudadnos["Date"],df_ciudadnos["Perc"])
plt.show()


    

    




---------------------------------------------------------------------------
ValueError                                Traceback (most recent call last)
<ipython-input-8-50688696dbeb> in <module>()
      9 df_ciudadnos = df_ciudadnos.groupby("Date").mean().reset_index()
     10 
---> 11 plt.plot(df_podemos["Date"],df_podemos["Perc"])
     12 plt.plot(df_ciudadnos["Date"],df_ciudadnos["Perc"])
     13 plt.show()

/home/javiergb/Programs/anaconda3/lib/python3.5/site-packages/matplotlib/pyplot.py in plot(*args, **kwargs)
   3152         ax.hold(hold)
   3153     try:
-> 3154         ret = ax.plot(*args, **kwargs)
   3155     finally:
   3156         ax.hold(washold)

/home/javiergb/Programs/anaconda3/lib/python3.5/site-packages/matplotlib/__init__.py in inner(ax, *args, **kwargs)
   1809                     warnings.warn(msg % (label_namer, func.__name__),
   1810                                   RuntimeWarning, stacklevel=2)
-> 1811             return func(ax, *args, **kwargs)
   1812         pre_doc = inner.__doc__
   1813         if pre_doc is None:

/home/javiergb/Programs/anaconda3/lib/python3.5/site-packages/matplotlib/axes/_axes.py in plot(self, *args, **kwargs)
   1426 
   1427         for line in self._get_lines(*args, **kwargs):
-> 1428             self.add_line(line)
   1429             lines.append(line)
   1430 

/home/javiergb/Programs/anaconda3/lib/python3.5/site-packages/matplotlib/axes/_base.py in add_line(self, line)
   1697             line.set_clip_path(self.patch)
   1698 
-> 1699         self._update_line_limits(line)
   1700         if not line.get_label():
   1701             line.set_label('_line%d' % len(self.lines))

/home/javiergb/Programs/anaconda3/lib/python3.5/site-packages/matplotlib/axes/_base.py in _update_line_limits(self, line)
   1708         Figures out the data limit of the given line, updating self.dataLim.
   1709         """
-> 1710         path = line.get_path()
   1711         if path.vertices.size == 0:
   1712             return

/home/javiergb/Programs/anaconda3/lib/python3.5/site-packages/matplotlib/lines.py in get_path(self)
    924         """
    925         if self._invalidy or self._invalidx:
--> 926             self.recache()
    927         return self._path
    928 

/home/javiergb/Programs/anaconda3/lib/python3.5/site-packages/matplotlib/lines.py in recache(self, always)
    609                 x = ma.asarray(xconv, np.float_).filled(np.nan)
    610             else:
--> 611                 x = np.asarray(xconv, np.float_)
    612             x = x.ravel()
    613         else:

/home/javiergb/Programs/anaconda3/lib/python3.5/site-packages/numpy/core/numeric.py in asarray(a, dtype, order)
    472 
    473     """
--> 474     return array(a, dtype, copy=False, order=order)
    475 
    476 def asanyarray(a, dtype=None, order=None):

ValueError: could not convert string to float: '2016-01-19'





    

In [10]:

    

## Formats the date again, to plot it
from dateutil.parser import parse
df_podemos = pd.read_csv("./data/Pablo_Iglesias_Podemos_date_formatted.csv",sep="\t",header=None,index_col=None)
df_podemos.columns = ["Date","Perc"]
df_podemos = df_podemos.groupby("Date").mean().reset_index()
df_podemos = df_podemos.loc[df_podemos["Perc"]>0,:]

dates_podemos = []
for date in df_podemos["Date"]:
    dates_podemos.append(parse(date))

df_ciudadnos = pd.read_csv("./data/Albert_Rivera_Ciudadanos_date_formatted.csv",sep="\t",header=None,index_col=None)
df_ciudadnos.columns = ["Date","Perc"]
df_ciudadnos = df_ciudadnos.groupby("Date").mean().reset_index()
df_ciudadnos = df_ciudadnos.loc[df_ciudadnos["Perc"]>0,:]

dates_ciudadanos = []
for date in df_ciudadnos["Date"]:
    dates_ciudadanos.append(parse(date))


plt.figure(figsize=(12,5))
plt.plot(dates_podemos,df_podemos["Perc"],"o",color="Red")
plt.plot(dates_ciudadanos,df_ciudadnos["Perc"],"o",color="Blue")

elections = parse("Dec 20, 2015")
plt.plot([elections,elections],[0,0.8])
plt.show()


    

In [242]:

    

from dateutil.parser import parse
from scipy.stats import pearsonr, spearmanr

df_podemos = pd.read_csv("./data/Pablo_Iglesias_Podemos_date_formatted.csv",sep="\t",header=None,index_col=None)
df_podemos.columns = ["Date","Perc"]
df_podemos = df_podemos.groupby("Date").mean().reset_index()
df_podemos = df_podemos.loc[df_podemos["Perc"]>0,:]

df_ciudadnos = pd.read_csv("./data/Albert_Rivera_Ciudadanos_date_formatted.csv",sep="\t",header=None,index_col=None)
df_ciudadnos.columns = ["Date","Perc"]
df_ciudadnos = df_ciudadnos.groupby("Date").mean().reset_index()
df_ciudadnos = df_ciudadnos.loc[df_ciudadnos["Perc"]>0,:]


    

In [18]:

    

#Correlation
df_both = pd.merge(df_podemos,df_ciudadnos,on="Date")
print(df_both)
plt.plot(df_both["Perc_x"],df_both["Perc_y"],"o")
plt.xlabel("Perc corruption news in Podemos")
plt.ylabel("Perc corruption news in Ciudadanos")
spearmanr_corr,spearmanr_pvalue = spearmanr(df_both["Perc_x"],df_both["Perc_y"])
plt.title("Correlation: {0:2.2f} P-value: {1:2.2f}".format(spearmanr_corr,spearmanr_pvalue))

plt.show()


    

    




         Date    Perc_x    Perc_y
0  2015-12-02  0.045045  0.073358
1  2015-12-04  0.254674  0.157816
2  2015-12-09  0.162224  0.102564
3  2015-12-12  0.269706  0.723186
4  2015-12-16  0.157120  0.113122
5  2015-12-19  0.038124  0.022862
6  2015-12-20  0.034619  0.048924
7  2015-12-21  0.055280  0.060721
8  2015-12-28  0.054705  0.084746
9  2016-01-12  0.074020  0.066578






    

In [288]:

    

def cross_correlation(x,y,time):
    """
    Calculates the normalized cross-correlation and plots it
    """    
    import numpy as np
    modeC = "same"
    x = (x - np.mean(x))/np.std(x)
    y =  (y - np.mean(y))/np.std(y)

    timeInt = np.diff(time).mean().days
    numPoints = len(x)
    fig = plt.figure(figsize=(6,3.5))        
    d = np.correlate(y,x,modeC)

    plt.plot([0,0],[-0.5,1],color="grey")
    plt.xlabel("Lag")
    plt.ylabel("Correlation")
    plt.plot(np.linspace(len(x)/2*timeInt,-len(x)/2*timeInt,len(x)),d/numPoints)

        
dates = []
for date in df_both["Date"]:
    dates.append(parse(date))
    
cross_correlation(df_both["Perc_x"],df_both["Perc_y"],dates)
print("Typically news talk about corruption in Podemos first (lag to the left) and for a while \n \
      (elevated for a couple weeks) before talking about corruption in Ciudadanos ")


    

    




Typically news talk about corruption in Podemos first (lag to the left) and for a while 
       (elevated for a couple weeks) before talking about corruption in Ciudadanos 






    

In [13]:

    

import numpy as np

#t-test
from scipy.stats import ttest_ind 
population1 = np.random.normal(10,5,size=1000)
population2 = np.random.normal(9,5,size=1000)

make_line_hist(population1,-10,30,10)
make_line_hist(population2,-10,30,10)
plt.xlabel("Value")
plt.ylabel("Frequency")
plt.show()

print(ttest_ind(population1,population2))

#non-parametric alternative of t-test
from scipy.stats import mannwhitneyu
print(mannwhitneyu(population1,population2))


    

    




---------------------------------------------------------------------------
NameError                                 Traceback (most recent call last)
<ipython-input-13-a7ddf75cd267> in <module>()
      6 population2 = np.random.normal(9,5,size=1000)
      7 
----> 8 make_line_hist(population1,-10,30,10)
      9 make_line_hist(population2,-10,30,10)
     10 plt.xlabel("Value")

NameError: name 'make_line_hist' is not defined

In [15]:

    

#anova
import numpy as np
from scipy.stats import f_oneway
population3 = np.random.normal(9.5,5,size=1000)
print(f_oneway(population1, population2, population3)  )


    

    




F_onewayResult(statistic=13.599112041486856, pvalue=1.3201359127709691e-06)

In [16]:

    

#linear regression
import pandas as pd
import statsmodels.formula.api as sm

df = pd.DataFrame(dict({"X":population1, "Y1":population2,"Y2":population3}))


result = sm.ols(formula="X ~ Y1 *Y2", data=df).fit()
result.summary()


    

    
Out[16]:





OLS Regression Results

  
Dep. Variable:
            
X
        
  R-squared:         
 
   0.002


  
Model:
                   
OLS
       
  Adj. R-squared:    
 
  -0.001


  
Method:
             
Least Squares
  
  F-statistic:       
 
  0.5799


  
Date:
             
Thu, 21 Jan 2016
 
  Prob (F-statistic):
  
 0.628
 


  
Time:
                 
13:06:56
     
  Log-Likelihood:    
 
 -3007.4


  
No. Observations:
      
  1000
      
  AIC:               
 
   6023.


  
Df Residuals:
          
   996
      
  BIC:               
 
   6042.


  
Df Model:
              
     3
      
                     
     
 
   


  
Covariance Type:
      
nonrobust
    
                     
     
 
   




      
         
coef
     
std err
      
t
      
P>|t|
 
[95.0% Conf. Int.]
 


  
Intercept
 
   10.4559
 
    0.661
 
   15.828
 
 0.000
 
    9.160    11.752


  
Y1
        
   -0.0249
 
    0.064
 
   -0.387
 
 0.699
 
   -0.151     0.101


  
Y2
        
   -0.0223
 
    0.060
 
   -0.370
 
 0.711
 
   -0.141     0.096


  
Y1:Y2
     
   -0.0006
 
    0.006
 
   -0.102
 
 0.919
 
   -0.012     0.011




  
Omnibus:
       
 0.380
 
  Durbin-Watson:     
 
   2.070


  
Prob(Omnibus):
 
 0.827
 
  Jarque-Bera (JB):  
 
   0.399


  
Skew:
          
-0.047
 
  Prob(JB):          
 
   0.819


  
Kurtosis:
      
 2.975
 
  Cond. No.          
 
    468.

In [20]:

    

print(df_both)
from scipy.stats import mannwhitneyu
print(mannwhitneyu(df_both["Perc_x"],df_both["Perc_y"]))


    

    




         Date    Perc_x    Perc_y
0  2015-12-02  0.045045  0.073358
1  2015-12-04  0.254674  0.157816
2  2015-12-09  0.162224  0.102564
3  2015-12-12  0.269706  0.723186
4  2015-12-16  0.157120  0.113122
5  2015-12-19  0.038124  0.022862
6  2015-12-20  0.034619  0.048924
7  2015-12-21  0.055280  0.060721
8  2015-12-28  0.054705  0.084746
9  2016-01-12  0.074020  0.066578
MannwhitneyuResult(statistic=47.0, pvalue=0.42505336956926293)

In [14]:

    

from labMTsimple.storyLab import *

lang = 'english'
labMT,labMTvector,labMTwordList = emotionFileReader(stopval=0.0,lang=lang,returnVector=True)
#Then we can score the text and get the word vector at the same time:
saturdayValence,saturdayFvec = emotion("saturday",labMT,shift=True,happsList=labMTvector)
sundayValence,tuesdayFvec = emotion("sunday",labMT,shift=True,happsList=labMTvector)
mondayValence,tuesdayFvec = emotion("monday",labMT,shift=True,happsList=labMTvector)
fridayValence,tuesdayFvec = emotion("friday",labMT,shift=True,happsList=labMTvector)


print(fridayValence)
print(saturdayValence)
print(sundayValence)
print(mondayValence)


    

    




6.88
7.42
7.28
4.3