Processamento de Dados

Transcript

1. PROCESSAMENTO DE DADOS
2. PROCESSAR DADOS DADOS CONHECIDOS DADOS DESEJADOS
3. { "in_reply_to_status_id": null, "favorited": false, "id": 272889698064662528, "retweeted_status": { "in_reply_to_status_id": null, "favorited": false, "id": 272888208596013057, "in_reply_to_user_id_str": null, "user": { "profile_image_url":"http://pbs.twimg.com/profile_images/ 699985161631490048/McRVPCMS_normal.png", "profile_background_image_url":"http://abs.twimg.com/images/themes/ theme13/bg.gif", "id": 237556328, "profile_background_image_url_https":"https://abs.twimg.com/images/ themes/theme13/bg.gif", "profile_banner_url":"https://pbs.twimg.com/ profile_banners/237556328/1455725797", "profile_link_color":"AAD962", "profile_background_tile": false, "profile_sidebar_border_color":"FFFFFF", "contributors_enabled": false, "friends_count": 140, "notifications": false, "protected": false, "utc_offset": -10800, "profile_image_url_https":"https:// pbs.twimg.com/profile_images/699985161631490048/ McRVPCMS_normal.png", "follow_request_sent": false, "profile_text_color":"333333", "url":"http://t.co/dTDxzfmBPR", "time_zone":"Santiago", "profile_background_color":"B2DFDA", "location": "Valdés 141 C' Placeres Valpo", "created_at":"Thu Jan 13 03:07:55 +0000 2011", "description":"Twitter Oficial de la Federación de Estudiantes de la Universidad Técnica Federico Santa María CC. TEL: (032) 265-4291 / Mail: mesa.directiva@feutfsm.cl", "entities": { "description": { "urls": []}, "url": { "urls": [{ "indices": [0, 22], "expanded_url":"http://www.feutfsm.cl", "display_url":"feutfsm.cl", "url":"http://t.co/dTDxzfmBPR"}]}}, "is_translation_enabled": false, "lang":"es", "name":"FEUTFSM", "id_str":"237556328", "default_profile_image": false, "statuses_count": 5150, "default_profile": false, "followers_count": 3427, "screen_name":"feutfsm", "profile_sidebar_fill_color":"EFEFEF", "verified": false, "profile_use_background_image": true, "listed_count": 37, "geo_enabled": true, "favourites_count": 42, "following": false, "has_extended_profile": false, "is_translator": false}, "favorite_count": 0, "geo": null, "text":"Invitamos a todos desde mañana a participar de las votaciones para elegir a la FEUTFSM 2013. Desde las 9.30hrs... http://t.co/DVOUq7RD", "possibly_sensitive": false, "in_reply_to_user_id": null, "entities": { "hashtags": [], "urls": [{ "indices": [114, 134], "expanded_url":"http://fb.me/ wTJW7TYm", "display_url":"fb.me/wTJW7TYm", "url":"http://t.co/ DVOUq7RD"}], "symbols": [], "user_mentions": []}, "place": null, "retweet_count": 3, "in_reply_to_status_id_str": null, "created_at":"Mon Nov 26 02:23:13 +0000 2012", "lang":"es", "id_str":"272888208596013057", "retweeted": false, "is_quote_status": false, "contributors": null, "truncated": false, "source":"<a href="http://www.facebook.com/twitter" rel="nofollow">Facebook</a>", "coordinates": null, "in_reply_to_screen_name": null}, "in_reply_to_user_id_str": null, "user": { "profile_image_url":"http://pbs.twimg.com/profile_images/ 2748495961/eb97b4c323d80da1103454e54dfa4b2d_normal.png", "profile_background_image_url":"http://pbs.twimg.com/ profile_background_images/690507795/ a89ee2da3f9c44f3f300a4602462e1c8.jpeg", "id": 626167676, "profile_background_image_url_https":"https://pbs.twimg.com/
4. { "in_reply_to_status_id": null, "favorited": false, "id": 272889698064662528, "retweeted_status": { "in_reply_to_status_id": null, "favorited": false, "id": 272888208596013057, "in_reply_to_user_id_str": null, "user": { "profile_image_url":"http://pbs.twimg.com/profile_images/ 699985161631490048/McRVPCMS_normal.png", "profile_background_image_url":"http://abs.twimg.com/images/themes/ theme13/bg.gif", "id": 237556328, "profile_background_image_url_https":"https://abs.twimg.com/images/ themes/theme13/bg.gif", "profile_banner_url":"https://pbs.twimg.com/ profile_banners/237556328/1455725797", "profile_link_color":"AAD962", "profile_background_tile": false, "profile_sidebar_border_color":"FFFFFF", "contributors_enabled": false, "friends_count": 140, "notifications": false, "protected": false, "utc_offset": -10800, "profile_image_url_https":"https:// pbs.twimg.com/profile_images/699985161631490048/ McRVPCMS_normal.png", "follow_request_sent": false, "profile_text_color":"333333", "url":"http://t.co/dTDxzfmBPR", "time_zone":"Santiago", "profile_background_color":"B2DFDA", "location": "Valdés 141 C' Placeres Valpo", "created_at":"Thu Jan 13 03:07:55 +0000 2011", "description":"Twitter Oficial de la Federación de Estudiantes de la Universidad Técnica Federico Santa María CC. TEL: (032) 265-4291 / Mail: mesa.directiva@feutfsm.cl", "entities": { "description": { "urls": []}, "url": { "urls": [{ "indices": [0, 22], "expanded_url":"http://www.feutfsm.cl", "display_url":"feutfsm.cl", "url":"http://t.co/dTDxzfmBPR"}]}}, "is_translation_enabled": false, "lang":"es", "name":"FEUTFSM", "id_str":"237556328", "default_profile_image": false, "statuses_count": 5150, "default_profile": false, "followers_count": 3427, "screen_name":"feutfsm", "profile_sidebar_fill_color":"EFEFEF", "verified": false, "profile_use_background_image": true, "listed_count": 37, "geo_enabled": true, "favourites_count": 42, "following": false, "has_extended_profile": false, "is_translator": false}, "favorite_count": 0, "geo": null, "text":"Invitamos a todos desde mañana a participar de las votaciones para elegir a la FEUTFSM 2013. Desde las 9.30hrs... http://t.co/DVOUq7RD", "possibly_sensitive": false, "in_reply_to_user_id": null, "entities": { "hashtags": [], "urls": [{ "indices": [114, 134], "expanded_url":"http://fb.me/ wTJW7TYm", "display_url":"fb.me/wTJW7TYm", "url":"http://t.co/ DVOUq7RD"}], "symbols": [], "user_mentions": []}, "place": null, "retweet_count": 3, "in_reply_to_status_id_str": null, "created_at":"Mon Nov 26 02:23:13 +0000 2012", "lang":"es", "id_str":"272888208596013057", "retweeted": false, "is_quote_status": false, "contributors": null, "truncated": false, "source":"<a href="http://www.facebook.com/twitter" rel="nofollow">Facebook</a>", "coordinates": null, "in_reply_to_screen_name": null}, "in_reply_to_user_id_str": null, "user": { "profile_image_url":"http://pbs.twimg.com/profile_images/ 2748495961/eb97b4c323d80da1103454e54dfa4b2d_normal.png", "profile_background_image_url":"http://pbs.twimg.com/ profile_background_images/690507795/ a89ee2da3f9c44f3f300a4602462e1c8.jpeg", "id": 626167676, "profile_background_image_url_https":"https://pbs.twimg.com/ 272889698064662528 feutfsm Mon Nov 26 02:23:13 +0000 2012
5. { "in_reply_to_status_id": null, "favorited": false, "id": 272889698064662528, "retweeted_status": { "in_reply_to_status_id": null, "favorited": false, "id": 272888208596013057, "in_reply_to_user_id_str": null, "user": { "profile_image_url":"http://pbs.twimg.com/profile_images/ 699985161631490048/McRVPCMS_normal.png", "profile_background_image_url":"http://abs.twimg.com/images/themes/ theme13/bg.gif", "id": 237556328, "profile_background_image_url_https":"https://abs.twimg.com/images/ themes/theme13/bg.gif", "profile_banner_url":"https://pbs.twimg.com/ profile_banners/237556328/1455725797", "profile_link_color":"AAD962", "profile_background_tile": false, "profile_sidebar_border_color":"FFFFFF", "contributors_enabled": false, "friends_count": 140, "notifications": false, "protected": false, "utc_offset": -10800, "profile_image_url_https":"https:// pbs.twimg.com/profile_images/699985161631490048/ McRVPCMS_normal.png", "follow_request_sent": false, "profile_text_color":"333333", "url":"http://t.co/dTDxzfmBPR", "time_zone":"Santiago", "profile_background_color":"B2DFDA", "location": "Valdés 141 C' Placeres Valpo", "created_at":"Thu Jan 13 03:07:55 +0000 2011", "description":"Twitter Oficial de la Federación de Estudiantes de la Universidad Técnica Federico Santa María CC. TEL: (032) 265-4291 / Mail: mesa.directiva@feutfsm.cl", "entities": { "description": { "urls": []}, "url": { "urls": [{ "indices": [0, 22], "expanded_url":"http://www.feutfsm.cl", "display_url":"feutfsm.cl", "url":"http://t.co/dTDxzfmBPR"}]}}, "is_translation_enabled": false, "lang":"es", "name":"FEUTFSM", "id_str":"237556328", "default_profile_image": false, "statuses_count": 5150, "default_profile": false, "followers_count": 3427, "screen_name":"feutfsm", "profile_sidebar_fill_color":"EFEFEF", "verified": false, "profile_use_background_image": true, "listed_count": 37, "geo_enabled": true, "favourites_count": 42, "following": false, "has_extended_profile": false, "is_translator": false}, "favorite_count": 0, "geo": null, "text":"Invitamos a todos desde mañana a participar de las votaciones para elegir a la FEUTFSM 2013. Desde las 9.30hrs... http://t.co/DVOUq7RD", "possibly_sensitive": false, "in_reply_to_user_id": null, "entities": { "hashtags": [], "urls": [{ "indices": [114, 134], "expanded_url":"http://fb.me/ wTJW7TYm", "display_url":"fb.me/wTJW7TYm", "url":"http://t.co/ DVOUq7RD"}], "symbols": [], "user_mentions": []}, "place": null, "retweet_count": 3, "in_reply_to_status_id_str": null, "created_at":"Mon Nov 26 02:23:13 +0000 2012", "lang":"es", "id_str":"272888208596013057", "retweeted": false, "is_quote_status": false, "contributors": null, "truncated": false, "source":"<a href="http://www.facebook.com/twitter" rel="nofollow">Facebook</a>", "coordinates": null, "in_reply_to_screen_name": null}, "in_reply_to_user_id_str": null, "user": { "profile_image_url":"http://pbs.twimg.com/profile_images/ 2748495961/eb97b4c323d80da1103454e54dfa4b2d_normal.png", "profile_background_image_url":"http://pbs.twimg.com/ profile_background_images/690507795/ a89ee2da3f9c44f3f300a4602462e1c8.jpeg", "id": 626167676, "profile_background_image_url_https":"https://pbs.twimg.com/ 272889698064662528 feutfsm Mon Nov 26 02:23:13 +0000 2012 , , 272889698064662528 feutfsm Mon Nov 26 02:23:13 +0000 2012 , , 111111111111111111 feutfsm Mon Nov 26 03:24:13 +0000 2012, 428896980646625285 feutfsm Mon Nov 26 04:25:13 +0000 2012 , , 272889665779806467 feutfsm Mon Nov 26 05:26:13 +0000 2012 , , 333333333333333333 feutfsm Mon Nov 26 06:27:13 +0000 2012 , , 191919191919191919 feutfsm Mon Nov 26 07:28:13 +0000 2012 , , 282828282828282828 feutfsm Mon Nov 26 08:29:13 +0000 2012 , , …
6. DESAFIOS Definir a pergunta de pesquisa. Identificar e recuperar os dados relevantes. Reorganizá-los em formato adequado. 1 2 3
7. DESAFIOS Definir a pergunta de pesquisa. Identificar e recuperar os dados relevantes. Reorganizá-los em formato adequado. 1 2 3
8. Identificar e recuperar os dados relevantes. Reorganizá-los em formato adequado.
9. Identificar e recuperar os dados relevantes.
10. REGEX
11. “Repensando as relações entre Estado e Sociedade” /R/ Repensando as relações entre Estado e Sociedade /R./ Repensando as relações entre Estado e Sociedade /R.*/ Repensando as relações entre Estado e Sociedade /R.* / Repensando as relações entre Estado e Sociedade Repensando as relações entre Estado e Sociedade /R.*? / Repensando as relações entre Estado e Sociedade /R.*rel/
12. /Repensando as .* entre/ Repensando as relações entre Estado e Sociedade
13. /Repensando as (.*) entre/ Repensando as relações entre Estado e Sociedade Grupo 1 = “relações”
14. $ python Python 3.5.0 (default, Dec 10 2015, 21:32:09) >>> import re >>> texto = "Repensando as relações entre Estado e Sociedade" >>> regex = "Repensando as (.*) entre" >>> match = re.match(regex, texto) >>> match <_sre.SRE_Match object; span=(0, 28), match='Repensando as relações entre'> >>> match.group(0) 'Repensando as relações entre' >>> match.group(1) 'relações'
15. $ python Python 3.5.0 (default, Dec 10 2015, 21:32:09) >>> import re >>> texto = "Repensando as relações entre Estado e Sociedade" >>> regex = "Repensando as (.*) entre" >>> match = re.match(regex, texto) >>> match <_sre.SRE_Match object; span=(0, 28), match='Repensando as relações entre'> >>> match.group(0) 'Repensando as relações entre' >>> match.group(1) 'relações'
16. $ python Python 3.5.0 (default, Dec 10 2015, 21:32:09) >>> import re >>> texto = "Repensando as relações entre Estado e Sociedade" >>> regex = "Repensando as (.*) entre" >>> match = re.match(regex, texto) >>> match <_sre.SRE_Match object; span=(0, 28), match='Repensando as relações entre'> >>> match.group(0) 'Repensando as relações entre' >>> match.group(1) 'relações'
17. $ python Python 3.5.0 (default, Dec 10 2015, 21:32:09) >>> import re >>> texto = "Repensando as relações entre Estado e Sociedade" >>> regex = "Repensando as (.*) entre" >>> match = re.match(regex, texto) >>> match <_sre.SRE_Match object; span=(0, 28), match='Repensando as relações entre'> >>> match.group(0) 'Repensando as relações entre' >>> match.group(1) 'relações'
18. $ python Python 3.5.0 (default, Dec 10 2015, 21:32:09) >>> import re >>> texto = "Repensando as relações entre Estado e Sociedade" >>> regex = "Repensando as (.*) entre" >>> match = re.match(regex, texto) >>> match <_sre.SRE_Match object; span=(0, 28), match='Repensando as relações entre'> >>> match.group(0) 'Repensando as relações entre' >>> match.group(1) 'relações'
19. $ python Python 3.5.0 (default, Dec 10 2015, 21:32:09) >>> import re >>> texto = "Repensando as relações entre Estado e Sociedade" >>> regex = "Repensando as (.*) entre" >>> match = re.match(regex, texto) >>> match <_sre.SRE_Match object; span=(0, 28), match='Repensando as relações entre'> >>> match.group(0) 'Repensando as relações entre' >>> match.group(1) 'relações'
20. $ python Python 3.5.0 (default, Dec 10 2015, 21:32:09) >>> import re >>> texto = "Repensando as relações entre Estado e Sociedade" >>> regex = "Repensando as (.*) entre" >>> match = re.match(regex, texto) >>> match <_sre.SRE_Match object; span=(0, 28), match='Repensando as relações entre'> >>> match.group(0) 'Repensando as relações entre' >>> match.group(1) 'relações'
21. https://github.com/code4pol/lab-20160218/blob/master/processadordetweets.py [on_data] {"created_at":"Wed Dec 16 21:59:58 +0000 2015","id":677246816526667776,"id_str":"677246816526667776","text":"Eles n\u00e3o est\u00e3o interessados no Brasil\nA prova, \u00e9 s\u00f3 olha a bandeira que essa manifesta\u00e7\u00e3o leva no peito.\n#ForaDilma https:\/\/t.co\/jm0yEu91ov","source":"\u003ca href=\"http:\/\/twitter.com\/download\/android\" rel=\"nofollow\"\u003eTwitter for Android\u003c\/a\u003e","truncated":false,"in_reply_to_status_id":null,"in_reply_to_status_id_str":null,"in_reply_to_user_id":null,"in_reply_to_user_id_str":null,"in_reply_to_screen_name":null,"user":{"id": 91837810,"id_str":"91837810","name":"Andr\u00e9 Luiz Andrade","screen_name":"Andrezinhostar","location":"Aracaju","url":"http:\/\/www.soundcloud.com\/andrezinhoandrade","description":"Musico, compositor da nova gera\u00e7\u00e3o!","protected":false,"verified":false,"followers_count":201,"friends_count":283,"listed_count":2,"favourites_count":10,"statuses_count":2685,"created_at":"Sun Nov 22 18:14:40 +0000 2009","utc_offset": 0,"time_zone":"London","geo_enabled":false,"lang":"pt","contributors_enabled":false,"is_translator":false,"profile_background_color":"8B542B","profile_background_image_url":"http:\/\/pbs.twimg.com\/ profile_background_images\/254599853\/free_twitter_designer.jpg","profile_background_image_url_https":"https:\/\/pbs.twimg.com\/profile_background_images\/254599853\/ free_twitter_designer.jpg","profile_background_tile":false,"profile_link_color":"9D582E","profile_sidebar_border_color":"D9B17E","profile_sidebar_fill_color":"EADEAA","profile_text_color":"333333","profile_us e_background_image":true,"profile_image_url":"http:\/\/pbs.twimg.com\/profile_images\/608449528568672256\/20C4us-r_normal.jpg","profile_image_url_https":"https:\/\/pbs.twimg.com\/profile_images\/ 608449528568672256\/20C4us-r_normal.jpg","profile_banner_url":"https:\/\/pbs.twimg.com\/profile_banners\/91837810\/ 1410290898","default_profile":false,"default_profile_image":false,"following":null,"follow_request_sent":null,"notifications":null},"geo":null,"coordinates":null,"place":null,"contributors":null,"quoted_status_id" :677229908473610240,"quoted_status_id_str":"677229908473610240","quoted_status":{"created_at":"Wed Dec 16 20:52:47 +0000 2015","id": 677229908473610240,"id_str":"677229908473610240","text":"Movimentos sociais comprados pelo governo, levam suas tropas para apoiar Dilma . S\u00f3 n\u00e3o combinaram com o povo kkkkk muito kkkkk","source":"\u003ca href=\"http:\/\/twitter.com\/#!\/download\/ipad\" rel=\"nofollow\"\u003eTwitter for iPad\u003c\/a \u003e","truncated":false,"in_reply_to_status_id":null,"in_reply_to_status_id_str":null,"in_reply_to_user_id":null,"in_reply_to_user_id_str":null,"in_reply_to_screen_name":null,"user":{"id": 126436384,"id_str":"126436384","name":"Silas Malafaia","screen_name":"PastorMalafaia","location":"Rio de Janeiro","url":"http:\/\/www.vitoriaemcristo.org","description":"Twitter oficial do pastor e presidente da Assembleia de Deus Vit\u00f3ria em Cristo e apresentador do programa Vit\u00f3ria em Cristo","protected":false,"verified":true,"followers_count":1135648,"friends_count":69,"listed_count": 3171,"favourites_count":60,"statuses_count":24225,"created_at":"Thu Mar 25 21:45:59 +0000 2010","utc_offset":-7200,"time_zone":"Brasilia","geo_enabled":false,"lang":"pt","contributors_enabled":false,"is_translator":false,"profile_background_color":"FFFFFF","profile_background_image_url":"http:\/ \/pbs.twimg.com\/profile_background_images\/89644064\/fd_silasmalafaia_copy.jpg","profile_background_image_url_https":"https:\/\/pbs.twimg.com\/profile_background_images\/89644064\/ fd_silasmalafaia_copy.jpg","profile_background_tile":false,"profile_link_color":"CC6731","profile_sidebar_border_color":"780C0C","profile_sidebar_fill_color":"F5DEBA","profile_text_color":"780C0C","profile_us e_background_image":true,"profile_image_url":"http:\/\/pbs.twimg.com\/profile_images\/623504625430339584\/afKvM48O_normal.jpg","profile_image_url_https":"https:\/\/pbs.twimg.com\/profile_images\/ 623504625430339584\/afKvM48O_normal.jpg","profile_banner_url":"https:\/\/pbs.twimg.com\/profile_banners\/126436384\/ 1440760410","default_profile":false,"default_profile_image":false,"following":null,"follow_request_sent":null,"notifications":null},"geo":null,"coordinates":null,"place":null,"contributors":null,"is_quote_status":f alse,"retweet_count":0,"favorite_count":0,"entities":{"hashtags":[],"urls":[],"user_mentions":[],"symbols": []},"favorited":false,"retweeted":false,"filter_level":"low","lang":"pt"},"is_quote_status":true,"retweet_count":0,"favorite_count":0,"entities":{"hashtags":[{"text":"ForaDilma","indices":[105,115]}],"urls": [{"url":"https:\/\/t.co\/jm0yEu91ov","expanded_url":"https:\/\/twitter.com\/PastorMalafaia\/status\/677229908473610240","display_url":"twitter.com\/PastorMalafaia\u2026","indices": [117,140]}],"user_mentions":[],"symbols":[]},"favorited":false,"retweeted":false,"possibly_sensitive":false,"filter_level":"low","lang":"pt","timestamp_ms":"1450303198354"}
22. \[on_data\] \{\"created_at\":\"(.*?)\",\"id\" [on_data] {"created_at":"Wed Dec 16 21:59:58 +0000 2015”,”id”:677246816526667776,(…)
23. \[on_data\] \{\"created_at\":\"(.*?)\",\"id\" [on_data] {"created_at":"Wed Dec 16 21:59:58 +0000 2015”,”id”:677246816526667776,(…)
24. \[on_data\] \{\"created_at\":\"(.*?)\",\"id\" [on_data] {"created_at":"Wed Dec 16 21:59:58 +0000 2015”,”id”:677246816526667776,(…)
25. \[on_data\] \{\"created_at\":\"(.*?)\",\"id\" [on_data] {"created_at":"Wed Dec 16 21:59:58 +0000 2015”,”id”:677246816526667776,(…)
26. \[on_data\] \{\"created_at\":\"(.*?)\",\"id\" [on_data] {"created_at":"Wed Dec 16 21:59:58 +0000 2015”,”id”:677246816526667776,(…)
27. \[on_data\] \{\"created_at\":\"(.*?)\",\"id\" [on_data] {"created_at":"Wed Dec 16 21:59:58 +0000 2015”,”id”:677246816526667776,(…)
28. \[on_data\] \{\"created_at\":\"(.*?)\",\"id\" [on_data] {"created_at":"Wed Dec 16 21:59:58 +0000 2015”,”id”:677246816526667776,(…)
30. [on_data] {"created_at":"Wed Dec 16 21:59:58 +0000 2015","id":677246816526667776,"id_str":"677246816526667776","text":"Eles n\u00e3o est\u00e3o interessados no Brasil\nA prova, \u00e9 s\u00f3 olha a bandeira que essa manifesta\u00e7\u00e3o leva no peito.\n#ForaDilma https:\/\/t.co\/ jm0yEu91ov","source":"\u003ca href=\"http:\/\/twitter.com\/download\/android\" rel=\"nofollow\"\u003eTwitter for Android\u003c\/a \u003e","truncated":false,"in_reply_to_status_id":null,"in_reply_to_status_id_str":null,"in_reply_to_user_id":null,"in_reply_to_user_id_str":null,"in_reply _to_screen_name":null,"user":{"id":91837810,"id_str":"91837810","name":"Andr\u00e9 Luiz Andrade","screen_name":"Andrezinhostar","location":"Aracaju","url":"http:\/\/www.soundcloud.com\/andrezinhoandrade","description":"Musico, compositor da nova gera\u00e7\u00e3o!","protected":false,"verified":false,"followers_count":201,"friends_count":283,"listed_count": 2,"favourites_count":10,"statuses_count":2685,"created_at":"Sun Nov 22 18:14:40 +0000 2009","utc_offset": 0,"time_zone":"London","geo_enabled":false,"lang":"pt","contributors_enabled":false,"is_translator":false,"profile_background_color":"8B542B","profile_ background_image_url":"http:\/\/pbs.twimg.com\/profile_background_images\/254599853\/ free_twitter_designer.jpg","profile_background_image_url_https":"https:\/\/pbs.twimg.com\/profile_background_images\/254599853\/ free_twitter_designer.jpg","profile_background_tile":false,"profile_link_color":"9D582E","profile_sidebar_border_color":"D9B17E","profile_sidebar_fill_co lor":"EADEAA","profile_text_color":"333333","profile_use_background_image":true,"profile_image_url":"http:\/\/pbs.twimg.com\/profile_images\/ 608449528568672256\/20C4us-r_normal.jpg","profile_image_url_https":"https:\/\/pbs.twimg.com\/profile_images\/608449528568672256\/20C4us- r_normal.jpg","profile_banner_url":"https:\/\/pbs.twimg.com\/profile_banners\/91837810\/ 1410290898","default_profile":false,"default_profile_image":false,"following":null,"follow_request_sent":null,"notifications":null},"geo":null,"coordinates" :null,"place":null,"contributors":null,"quoted_status_id":677229908473610240,"quoted_status_id_str":"677229908473610240","quoted_status": {"created_at":"Wed Dec 16 20:52:47 +0000 2015","id":677229908473610240,"id_str":"677229908473610240","text":"Movimentos sociais comprados pelo governo, levam suas tropas para apoiar Dilma . S\u00f3 n\u00e3o combinaram com o povo kkkkk muito kkkkk","source":"\u003ca href=\"http:\/\/ twitter.com\/#!\/download\/ipad\" rel=\"nofollow\"\u003eTwitter for iPad\u003c\/a \u003e","truncated":false,"in_reply_to_status_id":null,"in_reply_to_status_id_str":null,"in_reply_to_user_id":null,"in_reply_to_user_id_str":null,"in_reply _to_screen_name":null,"user":{"id":126436384,"id_str":"126436384","name":"Silas Malafaia","screen_name":"PastorMalafaia","location":"Rio de Janeiro","url":"http:\/\/www.vitoriaemcristo.org","description":"Twitter oficial do pastor e presidente da Assembleia de Deus Vit\u00f3ria em Cristo e apresentador do programa Vit\u00f3ria em Cristo","protected":false,"verified":true,"followers_count":1135648,"friends_count":69,"listed_count": 3171,"favourites_count":60,"statuses_count":24225,"created_at":"Thu Mar 25 21:45:59 +0000 2010","utc_offset":-7200,"time_zone":"Brasilia","geo_enabled":false,"lang":"pt","contributors_enabled":false,"is_translator":false,"profile_background_co lor":"FFFFFF","profile_background_image_url":"http:\/\/pbs.twimg.com\/profile_background_images\/89644064\/ fd_silasmalafaia_copy.jpg","profile_background_image_url_https":"https:\/\/pbs.twimg.com\/profile_background_images\/89644064\/ fd_silasmalafaia_copy.jpg","profile_background_tile":false,"profile_link_color":"CC6731","profile_sidebar_border_color":"780C0C","profile_sidebar_fill_c olor":"F5DEBA","profile_text_color":"780C0C","profile_use_background_image":true,"profile_image_url":"http:\/\/pbs.twimg.com\/profile_images\/ 623504625430339584\/afKvM48O_normal.jpg","profile_image_url_https":"https:\/\/pbs.twimg.com\/profile_images\/623504625430339584\/ afKvM48O_normal.jpg","profile_banner_url":"https:\/\/pbs.twimg.com\/profile_banners\/126436384\/ 1440760410","default_profile":false,"default_profile_image":false,"following":null,"follow_request_sent":null,"notifications":null},"geo":null,"coordinates" :null,"place":null,"contributors":null,"is_quote_status":false,"retweet_count":0,"favorite_count":0,"entities":{"hashtags":[],"urls":[],"user_mentions": [],"symbols":[]},"favorited":false,"retweeted":false,"filter_level":"low","lang":"pt"},"is_quote_status":true,"retweet_count":0,"favorite_count":0,"entities": {"hashtags":[{"text":"ForaDilma","indices":[105,115]}],"urls":[{"url":"https:\/\/t.co\/jm0yEu91ov","expanded_url":"https:\/\/twitter.com\/PastorMalafaia\/ status\/677229908473610240","display_url":"twitter.com\/PastorMalafaia\u2026","indices":[117,140]}],"user_mentions":[],"symbols": []},"favorited":false,"retweeted":false,"possibly_sensitive":false,"filter_level":"low","lang":"pt","timestamp_ms":"1450303198354"}
31. [on_data] {"created_at":"Wed Dec 16 21:59:58 +0000 2015","id":677246816526667776,"id_str":"677246816526667776","text":"Eles n\u00e3o est\u00e3o interessados no Brasil\nA prova, \u00e9 s\u00f3 olha a bandeira que essa manifesta\u00e7\u00e3o leva no peito.\n#ForaDilma https:\/\/t.co\/ jm0yEu91ov","source":"\u003ca href=\"http:\/\/twitter.com\/download\/android\" rel=\"nofollow\"\u003eTwitter for Android\u003c\/a \u003e","truncated":false,"in_reply_to_status_id":null,"in_reply_to_status_id_str":null,"in_reply_to_user_id":null,"in_reply_to_user_id_str":null,"in_reply _to_screen_name":null,"user":{"id":91837810,"id_str":"91837810","name":"Andr\u00e9 Luiz Andrade","screen_name":"Andrezinhostar","location":"Aracaju","url":"http:\/\/www.soundcloud.com\/andrezinhoandrade","description":"Musico, compositor da nova gera\u00e7\u00e3o!","protected":false,"verified":false,"followers_count":201,"friends_count":283,"listed_count": 2,"favourites_count":10,"statuses_count":2685,"created_at":"Sun Nov 22 18:14:40 +0000 2009","utc_offset": 0,"time_zone":"London","geo_enabled":false,"lang":"pt","contributors_enabled":false,"is_translator":false,"profile_background_color":"8B542B","profile_ background_image_url":"http:\/\/pbs.twimg.com\/profile_background_images\/254599853\/ free_twitter_designer.jpg","profile_background_image_url_https":"https:\/\/pbs.twimg.com\/profile_background_images\/254599853\/ free_twitter_designer.jpg","profile_background_tile":false,"profile_link_color":"9D582E","profile_sidebar_border_color":"D9B17E","profile_sidebar_fill_co lor":"EADEAA","profile_text_color":"333333","profile_use_background_image":true,"profile_image_url":"http:\/\/pbs.twimg.com\/profile_images\/ 608449528568672256\/20C4us-r_normal.jpg","profile_image_url_https":"https:\/\/pbs.twimg.com\/profile_images\/608449528568672256\/20C4us- r_normal.jpg","profile_banner_url":"https:\/\/pbs.twimg.com\/profile_banners\/91837810\/ 1410290898","default_profile":false,"default_profile_image":false,"following":null,"follow_request_sent":null,"notifications":null},"geo":null,"coordinates" :null,"place":null,"contributors":null,"quoted_status_id":677229908473610240,"quoted_status_id_str":"677229908473610240","quoted_status": {"created_at":"Wed Dec 16 20:52:47 +0000 2015","id":677229908473610240,"id_str":"677229908473610240","text":"Movimentos sociais comprados pelo governo, levam suas tropas para apoiar Dilma . S\u00f3 n\u00e3o combinaram com o povo kkkkk muito kkkkk","source":"\u003ca href=\"http:\/\/ twitter.com\/#!\/download\/ipad\" rel=\"nofollow\"\u003eTwitter for iPad\u003c\/a \u003e","truncated":false,"in_reply_to_status_id":null,"in_reply_to_status_id_str":null,"in_reply_to_user_id":null,"in_reply_to_user_id_str":null,"in_reply _to_screen_name":null,"user":{"id":126436384,"id_str":"126436384","name":"Silas Malafaia","screen_name":"PastorMalafaia","location":"Rio de Janeiro","url":"http:\/\/www.vitoriaemcristo.org","description":"Twitter oficial do pastor e presidente da Assembleia de Deus Vit\u00f3ria em Cristo e apresentador do programa Vit\u00f3ria em Cristo","protected":false,"verified":true,"followers_count":1135648,"friends_count":69,"listed_count": 3171,"favourites_count":60,"statuses_count":24225,"created_at":"Thu Mar 25 21:45:59 +0000 2010","utc_offset":-7200,"time_zone":"Brasilia","geo_enabled":false,"lang":"pt","contributors_enabled":false,"is_translator":false,"profile_background_co lor":"FFFFFF","profile_background_image_url":"http:\/\/pbs.twimg.com\/profile_background_images\/89644064\/ fd_silasmalafaia_copy.jpg","profile_background_image_url_https":"https:\/\/pbs.twimg.com\/profile_background_images\/89644064\/ fd_silasmalafaia_copy.jpg","profile_background_tile":false,"profile_link_color":"CC6731","profile_sidebar_border_color":"780C0C","profile_sidebar_fill_c olor":"F5DEBA","profile_text_color":"780C0C","profile_use_background_image":true,"profile_image_url":"http:\/\/pbs.twimg.com\/profile_images\/ 623504625430339584\/afKvM48O_normal.jpg","profile_image_url_https":"https:\/\/pbs.twimg.com\/profile_images\/623504625430339584\/ afKvM48O_normal.jpg","profile_banner_url":"https:\/\/pbs.twimg.com\/profile_banners\/126436384\/ 1440760410","default_profile":false,"default_profile_image":false,"following":null,"follow_request_sent":null,"notifications":null},"geo":null,"coordinates" :null,"place":null,"contributors":null,"is_quote_status":false,"retweet_count":0,"favorite_count":0,"entities":{"hashtags":[],"urls":[],"user_mentions": [],"symbols":[]},"favorited":false,"retweeted":false,"filter_level":"low","lang":"pt"},"is_quote_status":true,"retweet_count":0,"favorite_count":0,"entities": {"hashtags":[{"text":"ForaDilma","indices":[105,115]}],"urls":[{"url":"https:\/\/t.co\/jm0yEu91ov","expanded_url":"https:\/\/twitter.com\/PastorMalafaia\/ status\/677229908473610240","display_url":"twitter.com\/PastorMalafaia\u2026","indices":[117,140]}],"user_mentions":[],"symbols": []},"favorited":false,"retweeted":false,"possibly_sensitive":false,"filter_level":"low","lang":"pt","timestamp_ms":"1450303198354"}
32. [on_data] {"created_at":"Wed Dec 16 21:59:58 +0000 2015","id":677246816526667776,"id_str":"677246816526667776","text":"Eles n\u00e3o est\u00e3o interessados no Brasil\nA prova, \u00e9 s\u00f3 olha a bandeira que essa manifesta\u00e7\u00e3o leva no peito.\n#ForaDilma https:\/\/t.co\/ jm0yEu91ov","source":"\u003ca href=\"http:\/\/twitter.com\/download\/android\" rel=\"nofollow\"\u003eTwitter for Android\u003c\/a \u003e","truncated":false,"in_reply_to_status_id":null,"in_reply_to_status_id_str":null,"in_reply_to_user_id":null,"in_reply_to_user_id_str":null,"in_reply _to_screen_name":null,"user":{"id":91837810,"id_str":"91837810","name":"Andr\u00e9 Luiz Andrade","screen_name":"Andrezinhostar","location":"Aracaju","url":"http:\/\/www.soundcloud.com\/andrezinhoandrade","description":"Musico, compositor da nova gera\u00e7\u00e3o!","protected":false,"verified":false,"followers_count":201,"friends_count":283,"listed_count": 2,"favourites_count":10,"statuses_count":2685,"created_at":"Sun Nov 22 18:14:40 +0000 2009","utc_offset": 0,"time_zone":"London","geo_enabled":false,"lang":"pt","contributors_enabled":false,"is_translator":false,"profile_background_color":"8B542B","profile_ background_image_url":"http:\/\/pbs.twimg.com\/profile_background_images\/254599853\/ free_twitter_designer.jpg","profile_background_image_url_https":"https:\/\/pbs.twimg.com\/profile_background_images\/254599853\/ free_twitter_designer.jpg","profile_background_tile":false,"profile_link_color":"9D582E","profile_sidebar_border_color":"D9B17E","profile_sidebar_fill_co lor":"EADEAA","profile_text_color":"333333","profile_use_background_image":true,"profile_image_url":"http:\/\/pbs.twimg.com\/profile_images\/ 608449528568672256\/20C4us-r_normal.jpg","profile_image_url_https":"https:\/\/pbs.twimg.com\/profile_images\/608449528568672256\/20C4us- r_normal.jpg","profile_banner_url":"https:\/\/pbs.twimg.com\/profile_banners\/91837810\/ 1410290898","default_profile":false,"default_profile_image":false,"following":null,"follow_request_sent":null,"notifications":null},"geo":null,"coordinates" :null,"place":null,"contributors":null,"quoted_status_id":677229908473610240,"quoted_status_id_str":"677229908473610240","quoted_status": {"created_at":"Wed Dec 16 20:52:47 +0000 2015","id":677229908473610240,"id_str":"677229908473610240","text":"Movimentos sociais comprados pelo governo, levam suas tropas para apoiar Dilma . S\u00f3 n\u00e3o combinaram com o povo kkkkk muito kkkkk","source":"\u003ca href=\"http:\/\/ twitter.com\/#!\/download\/ipad\" rel=\"nofollow\"\u003eTwitter for iPad\u003c\/a \u003e","truncated":false,"in_reply_to_status_id":null,"in_reply_to_status_id_str":null,"in_reply_to_user_id":null,"in_reply_to_user_id_str":null,"in_reply _to_screen_name":null,"user":{"id":126436384,"id_str":"126436384","name":"Silas Malafaia","screen_name":"PastorMalafaia","location":"Rio de Janeiro","url":"http:\/\/www.vitoriaemcristo.org","description":"Twitter oficial do pastor e presidente da Assembleia de Deus Vit\u00f3ria em Cristo e apresentador do programa Vit\u00f3ria em Cristo","protected":false,"verified":true,"followers_count":1135648,"friends_count":69,"listed_count": 3171,"favourites_count":60,"statuses_count":24225,"created_at":"Thu Mar 25 21:45:59 +0000 2010","utc_offset":-7200,"time_zone":"Brasilia","geo_enabled":false,"lang":"pt","contributors_enabled":false,"is_translator":false,"profile_background_co lor":"FFFFFF","profile_background_image_url":"http:\/\/pbs.twimg.com\/profile_background_images\/89644064\/ fd_silasmalafaia_copy.jpg","profile_background_image_url_https":"https:\/\/pbs.twimg.com\/profile_background_images\/89644064\/ fd_silasmalafaia_copy.jpg","profile_background_tile":false,"profile_link_color":"CC6731","profile_sidebar_border_color":"780C0C","profile_sidebar_fill_c olor":"F5DEBA","profile_text_color":"780C0C","profile_use_background_image":true,"profile_image_url":"http:\/\/pbs.twimg.com\/profile_images\/ 623504625430339584\/afKvM48O_normal.jpg","profile_image_url_https":"https:\/\/pbs.twimg.com\/profile_images\/623504625430339584\/ afKvM48O_normal.jpg","profile_banner_url":"https:\/\/pbs.twimg.com\/profile_banners\/126436384\/ 1440760410","default_profile":false,"default_profile_image":false,"following":null,"follow_request_sent":null,"notifications":null},"geo":null,"coordinates" :null,"place":null,"contributors":null,"is_quote_status":false,"retweet_count":0,"favorite_count":0,"entities":{"hashtags":[],"urls":[],"user_mentions": [],"symbols":[]},"favorited":false,"retweeted":false,"filter_level":"low","lang":"pt"},"is_quote_status":true,"retweet_count":0,"favorite_count":0,"entities": {"hashtags":[{"text":"ForaDilma","indices":[105,115]}],"urls":[{"url":"https:\/\/t.co\/jm0yEu91ov","expanded_url":"https:\/\/twitter.com\/PastorMalafaia\/ status\/677229908473610240","display_url":"twitter.com\/PastorMalafaia\u2026","indices":[117,140]}],"user_mentions":[],"symbols": []},"favorited":false,"retweeted":false,"possibly_sensitive":false,"filter_level":"low","lang":"pt","timestamp_ms":"1450303198354"}
33. {"created_at":"Wed Dec 16 21:59:58 +0000 2015","id": 677246816526667776,"id_str":"677246816526667776","text": "Eles n\u00e3o est\u00e3o interessados no Brasil\nA prova, \u00e9 s\u00f3 olha a bandeira que essa manifesta \u00e7\u00e3o leva no peito.\n#ForaDilma https:\/\/t.co\/ jm0yEu91ov","source":"\u003ca href=\"http:\/\/twitter.com\/ download\/android\" rel=\"nofollow\"\u003eTwitter for Android\u003c\/a \u003e","truncated":false,"in_reply_to_status_id":null,"in_re ply_to_status_id_str":null,"in_reply_to_user_id":null,"in_re ply_to_user_id_str":null,"in_reply_to_screen_name":null,"u ser":{"id":91837810,"id_str":"91837810","name":"Andr \u00e9 Luiz Andrade”,”screen_name”:"Andrezinhostar","location":"Araca ju",(…)}
34. {"created_at":"Wed Dec 16 21:59:58 +0000 2015", "id":677246816526667776, "id_str":"677246816526667776", "text":"Eles n\u00e3o est\u00e3o interessados no Brasil\nA prova(…)", "source":"\u003ca href=\"http:\/\/twitter.com\/download\/android\"(…)", "truncated":false, "in_reply_to_status_id":null, "in_reply_to_status_id_str":null, "in_reply_to_user_id":null, "in_reply_to_user_id_str":null, "in_reply_to_screen_name":null, "user":{ "id":91837810, "id_str":"91837810", "name":"Andr\u00e9 Luiz Andrade", "screen_name":"Andrezinhostar", "location":"Aracaju",(…)}
35. {"created_at":"Wed Dec 16 21:59:58 +0000 2015", "id":677246816526667776, "id_str":"677246816526667776", "text":"Eles n\u00e3o est\u00e3o interessados no Brasil\nA prova(…)", "source":"\u003ca href=\"http:\/\/twitter.com\/download\/android\"(…)", "truncated":false, "in_reply_to_status_id":null, "in_reply_to_status_id_str":null, "in_reply_to_user_id":null, "in_reply_to_user_id_str":null, "in_reply_to_screen_name":null, "user":{ "id":91837810, "id_str":"91837810", "name":"Andr\u00e9 Luiz Andrade", "screen_name":"Andrezinhostar", "location":"Aracaju",(…)}
36. { chave1 : valor1, chave2 : valor2 } DICTIONARY, MAP, HASHTABLE
37. JSON JAVASCRIPT OBJECT NOTATION
38. www.json.org
39. objeto
40. {chave : valor, chave2 : valor2, chave3 : valor3}
41. { chave : } valor
42. {"chave": } valor
43. {"chave": } "valor"
44. {"chave": } 1987236
45. {"chave": } true
46. {"chave": } false
47. {"chave": } null
48. {"chave": } objeto
49. {"chave": } {“chave”:valor}
50. {"chave": } array
51. {"chave": } […]
52. [1,3,5,7]
53. ["1","3","5","7"]
54. [true,true,false]
55. …
56. [{…},{…},{…}]
57. {“chave1”:valor1, “chave2”:[ {“chaveA”:valor, “chaveB”,valor}, {“chaveX”:valor, “chaveY”,valor} ] }
58. PYTHON
59. >>> d = dict(nome='Alexandre',sobrenome='Gomes',idade='23') >>> d['nome'] 'Alexandre' >>> d['sobrenome'] 'Gomes' >>> d = { 'nome' : 'Alexandre', 'sobrenome' : 'Gomes', 'idade' : '22' } >>> d['nome'] 'Alexandre' >>> d['sobrenome'] 'Gomes' >>> d[‘idade’] 21
60. >>> d = dict(nome='Alexandre',sobrenome='Gomes',idade='23') >>> d['nome'] 'Alexandre' >>> d['sobrenome'] 'Gomes' >>> d = { 'nome' : 'Alexandre', 'sobrenome' : 'Gomes', 'idade' : '22' } >>> d['nome'] 'Alexandre' >>> d['sobrenome'] 'Gomes' >>> d[‘idade’] 21
61. >>> d = dict(nome='Alexandre',sobrenome='Gomes',idade='23') >>> d['nome'] 'Alexandre' >>> d['sobrenome'] 'Gomes' >>> d = { 'nome' : 'Alexandre', 'sobrenome' : 'Gomes', 'idade' : '22' } >>> d['nome'] 'Alexandre' >>> d['sobrenome'] 'Gomes' >>> d[‘idade’] 21
62. >>> d = dict(nome='Alexandre',sobrenome='Gomes',idade='23') >>> d['nome'] 'Alexandre' >>> d['sobrenome'] 'Gomes' >>> d = { 'nome' : 'Alexandre', 'sobrenome' : 'Gomes', 'idade' : '22' } >>> d['nome'] 'Alexandre' >>> d['sobrenome'] 'Gomes' >>> d[‘idade’] 21
63. >>> d = dict(nome='Alexandre',sobrenome='Gomes',idade='23') >>> d['nome'] 'Alexandre' >>> d['sobrenome'] 'Gomes' >>> d = { 'nome' : 'Alexandre', 'sobrenome' : 'Gomes', 'idade' : '22' } >>> d['nome'] 'Alexandre' >>> d['sobrenome'] 'Gomes' >>> d[‘idade’] 21
64. >>> d = dict(nome='Alexandre',sobrenome='Gomes',idade='23') >>> d['nome'] 'Alexandre' >>> d['sobrenome'] 'Gomes' >>> d = { 'nome' : 'Alexandre', 'sobrenome' : 'Gomes', 'idade' : '22' } >>> d['nome'] 'Alexandre' >>> d['sobrenome'] 'Gomes' >>> d[‘idade’] 21
65. >>> d = dict(nome='Alexandre',sobrenome='Gomes',idade='23') >>> d['nome'] 'Alexandre' >>> d['sobrenome'] 'Gomes' >>> d = { 'nome' : 'Alexandre', 'sobrenome' : 'Gomes', 'idade' : '22' } >>> d['nome'] 'Alexandre' >>> d['sobrenome'] 'Gomes' >>> d[‘idade’] 21
66. >>> d = dict(nome='Alexandre',sobrenome='Gomes',idade='23') >>> d['nome'] 'Alexandre' >>> d['sobrenome'] 'Gomes' >>> d = { 'nome' : 'Alexandre', 'sobrenome' : 'Gomes', 'idade' : '22' } >>> d['nome'] 'Alexandre' >>> d['sobrenome'] 'Gomes' >>> d[‘idade’] 21
67. DICT ≠ JSON
68. { ‘nome' : ‘Alexandre’, ‘idade' : 20 } '{ "nome" : "Alexandre", "idade" : 20 }’ DICT JSON
69. r = "\[on_data\] \{\"created_at\":\"(.*?)\",\"id\":(\d*),\"id_str\": \"\d+\",\"text\":(\".*?\"),\"source\":.*\"screen_name\":\"(.*?)\"," match = re.search(r,l) if match: data_criacao = match.group(1) id = match.group(2) texto = match.group(3) usuario = match.group(4) '{"created_at":"Wed Dec 16 21:59:58 +0000 2015", "id":677246816526667776, "id_str":"677246816526667776", "text":"Eles n\u00e3o est\u00e3o interessados no Brasil\nA prova(…)", "source":"\u003ca href=\"http:\/\/twitter.com\/download\/android\"(…)", "truncated":false, "in_reply_to_status_id":null, "in_reply_to_status_id_str":null, "in_reply_to_user_id":null, "in_reply_to_user_id_str":null, "in_reply_to_screen_name":null, "user":{ "id":91837810, "id_str":"91837810", "name":"Andr\u00e9 Luiz Andrade", "screen_name":"Andrezinhostar", "location":"Aracaju",(…)}' j = JSON
70. {"created_at":"Wed Dec 16 21:59:58 +0000 2015", "id":677246816526667776, "id_str":"677246816526667776", "text":"Eles n\u00e3o est\u00e3o interessados no Brasil\nA prova(…)", "source":"\u003ca href=\"http:\/\/twitter.com\/download\/android\"(…)", "truncated":false, "in_reply_to_status_id":null, "in_reply_to_status_id_str":null, "in_reply_to_user_id":null, "in_reply_to_user_id_str":null, "in_reply_to_screen_name":null, "user":{ "id":91837810, "id_str":"91837810", "name":"Andr\u00e9 Luiz Andrade", "screen_name":"Andrezinhostar", "location":"Aracaju",(…)} data_criacao = j[‘created_at’] j = texto = j[‘text’] usuario = j[‘user’][‘screen_name’] DICT
71. >>> d = '{ "nome" : "Alexandre", "sobrenome" : "Gomes", "idade" : "22" }' >>> d['nome'] Traceback (most recent call last): File "<stdin>", line 1, in <module> TypeError: string indices must be integers >>> import json >>> j = json.loads(d) >>> j['nome'] 'Alexandre'
72. >>> d = '{ "nome" : "Alexandre", "sobrenome" : "Gomes", "idade" : "22" }' >>> d['nome'] Traceback (most recent call last): File "<stdin>", line 1, in <module> TypeError: string indices must be integers >>> import json >>> j = json.loads(d) >>> j['nome'] 'Alexandre'
73. >>> d = '{ "nome" : "Alexandre", "sobrenome" : "Gomes", "idade" : "22" }' >>> d['nome'] Traceback (most recent call last): File "<stdin>", line 1, in <module> TypeError: string indices must be integers >>> import json >>> j = json.loads(d) >>> j['nome'] 'Alexandre'
74. >>> d = '{ "nome" : "Alexandre", "sobrenome" : "Gomes", "idade" : "22" }' >>> d['nome'] Traceback (most recent call last): File "<stdin>", line 1, in <module> TypeError: string indices must be integers >>> import json >>> j = json.loads(d) >>> j['nome'] 'Alexandre'
75. >>> d = '{ "nome" : "Alexandre", "sobrenome" : "Gomes", "idade" : "22" }' >>> d['nome'] Traceback (most recent call last): File "<stdin>", line 1, in <module> TypeError: string indices must be integers >>> import json >>> j = json.loads(d) >>> j['nome'] 'Alexandre'
76. >>> d = '{ "nome" : "Alexandre", "sobrenome" : "Gomes", "idade" : "22" }' >>> d['nome'] Traceback (most recent call last): File "<stdin>", line 1, in <module> TypeError: string indices must be integers >>> import json >>> j = json.loads(d) >>> j['nome'] 'Alexandre'
77. EXERCÍCIO Valendo-se dos recursos de processamento JSON do Python, converter dados recuperados na última coleta (Manifestações Chilenas) em formato adequado para as análises que e deseja realizar.
78. DICA #1 Valendo-se dos recursos de processamento JSON do Python, converter dados recuperados na última coleta (Manifestações Chilenas) em formato adequado para as análises que e deseja realizar. import json j = json.loads(“”) j['chave']
79. DICA #2 Valendo-se dos recursos de processamento JSON do Python, converter dados recuperados na última coleta (Manifestações Chilenas) em formato adequado para as análises que e deseja realizar. Arquivos TXT com dados em formato JSON
80. DICA #3 Valendo-se dos recursos de processamento JSON do Python, converter dados recuperados na última coleta (Manifestações Chilenas) em formato adequado para as análises que e deseja realizar. Redes sociais
81. DICA #4 Valendo-se dos recursos de processamento JSON do Python, converter dados recuperados na última coleta (Manifestações Chilenas) em formato adequado para as análises que e deseja realizar. CSV para Gephi
82. ALGORITMO 1. Para cada um dos arquivos coletados 1.1. Para cada uma das linhas do arquivo 1.1.1. Recuperar dados relevantes 1.1.2. Escrevê-los na tela (ou em outro arquivo) em formato CSV
83. https://speakerdeck.com/code4pol