diff --git a/README.md b/README.md
index 7801797..eae423e 100644
--- a/README.md
+++ b/README.md
@@ -80,10 +80,11 @@ The best way to start understanding/exploring the current model is to use the ex
[Current Predictions Explorer](current_explorer.html)
-Explore the current (unlabeled) predictions generated by the latest model incarnation. All statements yet to be labeled by current fact-checking sources (currently, only [Washington Post Factchecker](https://www.washingtonpost.com/graphics/politics/trump-claims-database)) are available.
-Live predictions continuously added via [ipfs](https://ipfs.io). Twitter statements will be delayed by ~15 minutes to allow thread-based scoring. [Factba.se](https://factba.se) is polled for new statements every 10 minutes.
-This explorer provides fact-checkers a means (one of many possible) of using current model predictions and may also help those building fact-checking systems evaluate the potential utility of integrating similar models into their systems.
+Explore current predictions of the latest model. All statements that have yet to be labeled by the currently used fact-checking sources (only [Washington Post Factchecker](https://www.washingtonpost.com/graphics/politics/trump-claims-database) at present) are available.
+
+Live predictions are continuously added via [ipfs](https://ipfs.io). Twitter statements will be delayed by ~15 minutes to allow thread-based scoring. [Factba.se](https://factba.se) is polled for new statements every 15 minutes.
+This explorer provides fact-checkers a means (one of many possible) of using current model predictions and may also help those building fact-checking systems evaluate the potential utility of integrating similar models into their systems.
@@ -116,7 +117,7 @@ The entire initial Deep Classiflie system (raw dataset, model, analytics modules
- Fine-tune a base model (currently HuggingFace's [ALBERT implementation](https://huggingface.co/transformers/model_doc/albert.html) with some minor customizations) in tandem with a simple embedding reflecting the semantic shift associated with the medium via which the statement was conveyed (i.e., for the POC, just learn the tweet vs non-tweet transformation) (using [Pytorch](https://pytorch.org/))
-- Explore the latest model's training session on [tensorboard.dev](https://tensorboard.dev/experiment/rGNQpYnYSOaHb2A84xRAzw).
+- Explore the latest model's training session on [tensorboard.dev](https://tensorboard.dev/experiment/Ys0KLo5nRnq0soINjyEv4A).
- N.B. neuro-symbolic methods[6](#f6) that leverage knowledge bases and integrate symbolic reasoning with connectionist methods are not used in this model. Use of these approaches may be explored in [future research](#further-research) using this framework.
Analysis & Reporting
@@ -140,7 +141,7 @@ The entire initial Deep Classiflie system (raw dataset, model, analytics modules
Global
-Global metrics[9](#f9) summarized in the table below relate to the current model's performance on a test set comprised of ~12K statements made between 2020-04-03 and 2020-07-08:
+Global metrics[9](#f9) summarized in the table below relate to the current model's performance on a test set comprised of ~13K statements made between 2020-04-03 and 2020-07-08:
@@ -180,7 +181,7 @@ To minimize false positives and maximize the model's utility, the following appr
- Generate and configure thawing schedules for models.
- EarlyStopping easily configurable with multiple non-standard monitor metrics (e.g. mcc)
- Both automatic and manually-specified [stochastic weight averaging](https://pytorch.org/blog/stochastic-weight-averaging-in-pytorch/) of model checkpoints[f](#cf)
-- mixed-precision training via [apex](https://github.com/NVIDIA/apex)[g](#cg)
+- Mixed-precision training[g](#cg)
Analysis & reporting
@@ -274,15 +275,9 @@ N.B. before you begin, the core external dependency is admin access to a mariadb
cd transformers
pip install .
```
-4. (temporarily required) Testing of this alpha release occurred before native AMP was integrated into Pytorch with release 1.6. As such, native apex installation is temporarily (as of 2020.08.18) required to replicate the model. Switching from the native AMP api to the pytorch integrated one is planned as part of issue #999 which should obviate the need to install native apex.
- ```shell
- git clone https://github.com/NVIDIA/apex
- cd apex
- pip uninstall apex
- pip install -v --no-cache-dir --global-option="--cpp_ext" --global-option="--cuda_ext" ./
- ```
-5. [Install mariadb](https://mariadb.com/kb/en/getting-installing-and-upgrading-mariadb/) or mysql DB if necessary.
-6. These are the relevant DB configuration settings used for the current release of Deep Classiflie's backend. Divergence from this configuration has not been tested and may result in unexpected behavior.
+4. [Install mariadb](https://mariadb.com/kb/en/getting-installing-and-upgrading-mariadb/) or mysql DB if necessary.
+
+5. These are the relevant DB configuration settings used for the current release of Deep Classiflie's backend. Divergence from this configuration has not been tested and may result in unexpected behavior.
```mysql
collation-server = utf8mb4_unicode_ci
@@ -291,7 +286,7 @@ N.B. before you begin, the core external dependency is admin access to a mariadb
sql_mode = 'STRICT_TRANS_TABLES,ERROR_FOR_DIVISION_BY_ZERO,NO_AUTO_CREATE_USER,NO_ENGINE_SUBSTITUTION,ANSI_QUOTES'
transaction-isolation = READ-COMMITTED
```
-7. copy/update relevant Deep Classiflie config file to $HOME dir
+6. copy/update relevant Deep Classiflie config file to $HOME dir
```shell
cp ./deep_classiflie_db/db_setup/.dc_config.example ~
mv .dc_config.example .dc_config
@@ -317,25 +312,23 @@ N.B. before you begin, the core external dependency is admin access to a mariadb
export DCDB_NAME="deep_classiflie"
```
-8. execute Deep Classiflie DB backend initialization script:
-
-
-
- Ensure you have access to a DB user with administrator privs. "admin" in the case above.
-
+7. execute Deep Classiflie DB backend initialization script:
```shell
cd deep_classiflie_db/db_setup
./deep_classiflie_db_setup.sh deep_classiflie
```
+ Ensure you have access to a DB user with administrator privs. "admin" in the case above.
+
-9. login to the backend db and seed historical tweets (necessary as only most recent 3200 can currently be retrieved directly from twitter)
+8. login to the backend db and seed historical tweets (necessary as only most recent 3200 can currently be retrieved directly from twitter)
```mysql
mysql -u dcbot -p
use deep_classiflie
- source dcbot_tweets_init_20200814.sql
+ source dcbot_tweets_init_20200910.sql
+ exit
```
-10. copy over relevant base model weights to specified model_cache_dir:
+9. copy over relevant base model weights to specified model_cache_dir:
```shell
# model_cache_dir default found in configs/config_defaults.yaml
# it defaults to $HOME/datasets/model_cache/deep_classiflie/
@@ -343,7 +336,7 @@ N.B. before you begin, the core external dependency is admin access to a mariadb
cp albert-base-v2-pytorch_model.bin albert-base-v2-spiece.model {MODEL_CACHE_DIR}/
```
-11. Run deep_classiflie.py with the provided config necessary to download the raw data from the relevant data sources (factba.se, twitter, washington post), execute the data processing pipeline and generate the dataset collection.
+10. Run deep_classiflie.py with the provided config necessary to download the raw data from the relevant data sources (factba.se, twitter, washington post), execute the data processing pipeline and generate the dataset collection.
```shell
cd deep_classiflie
./deep_classiflie.py --config "{PATH_TO_DEEP_CLASSIFLIE_BASE}/configs/dataprep_only.yaml"
@@ -369,33 +362,33 @@ N.B. before you begin, the core external dependency is admin access to a mariadb
2020-08-14 16:58:14,331:deep_classiflie:DEBUG: Metadata update complete, 1 record(s) affected.
...
```
-12. Recursively train the deep classiflie POC model:
+11. Recursively train the deep classiflie POC model:
```shell
cd deep_classiflie
./deep_classiflie.py --config "{PATH_TO_DEEP_CLASSIFLIE_BASE}/configs/train_albertbase.yaml"
```
-13. Generate an swa checkpoint (current release was built using swa torchcontrib module but will switch to the now-integrated pytorch swa api in the next release):
+12. Generate an swa checkpoint (current release was built using swa torchcontrib module but will switch to the now-integrated pytorch swa api in the next release):
```shell
cd deep_classiflie
./deep_classiflie.py --config "{PATH_TO_DEEP_CLASSIFLIE_BASE}/configs/gen_swa_ckpt.yaml"
```
-14. Generate model analysis report(s) using the generated swa checkpoint:
+13. Generate model analysis report(s) using the generated swa checkpoint:
```shell
# NOTE, swa checkpoint generated in previous step must be added to gen_report.yaml
cd deep_classiflie
./deep_classiflie.py --config "{PATH_TO_DEEP_CLASSIFLIE_BASE}/configs/gen_report.yaml"
```
-15. Generate model analysis dashboards:
+14. Generate model analysis dashboards:
```shell
# NOTE, swa checkpoint generated in previous step must be added to gen_dashboards.yaml
cd deep_classiflie
./deep_classiflie.py --config "{PATH_TO_DEEP_CLASSIFLIE_BASE}/configs/gen_dashboards.yaml"
```
-16. configure jekyll static site generator to use bokeh dashboards locally:
+15. configure jekyll static site generator to use bokeh dashboards locally:
```shell
@@ -447,8 +440,8 @@ N.B. before you begin, the core external dependency is admin access to a mariadb
[c] Deep Classiflie depends upon deep_classiflie_db (initially released as a separate repository) for much of its analytical and dataset generation functionality. Depending on how Deep Classiflie evolves (e.g. as it supports distributed data stores etc.), it may make more sense to integrate deep_classiflie_db back into deep_classiflie. ↩
[d] It's notable that the model suffers a much higher FP ratio on tweets relative to non-tweets. Exploring tweet FPs, there are a number of plausible explanations for this discrepancy which could be explored in future research. ↩
[e] Still in early development, there are significant outstanding issues (e.g. no tests yet!) and code quality shortcomings galore, but any constructive thoughts or contributions are welcome. I'm interested in using ML to curtail disinformation, not promulgate it, so I want to be clear -- this is essentially a fancy sentence similarity system with a lot of work put into building the dataset generation and model analysis data pipelines (I have a data engineering background, not a software engineering one).↩
- [f] Current model release built/tested before swa graduated from torchcontrib to core pytorch. Next release of Deep Classiflie will use the integrated swa api.↩
- [g] Current model release built/tested before AMP was integrated into core pytorch. Next release of Deep Classiflie will use the integrated AMP api.↩
+ [f] Previous versions used the swa module from torchcontrib before it graduated to core pytorch.↩
+ [g] Previous versions used NVIDIA's native apex before AMP was integrated into pytorch↩
[h] N.B. This daemon may violate Twitter's policy w.r.t. tweeting sensitive content if the subject's statements contain such content (no content-based filtering is included in the daemon). @DeepClassflie initially tested the Deep Classiflie twitter daemon but will post only framework-related announcements moving forward.↩
diff --git a/analysis/captum_cust_viz.py b/analysis/captum_cust_viz.py
index b2f9ba7..f9d059b 100644
--- a/analysis/captum_cust_viz.py
+++ b/analysis/captum_cust_viz.py
@@ -196,7 +196,7 @@ def fmt_notes_box(ext_rec: Tuple) -> str:
prediction of whether Washington Post's Fact Checker will add this claim to its "Trump False Claims" DB
if claim was included in WP's Fact Checker false claims DB at time of original model training
accuracy estimated by sorting & bucketing the test set sigmoid outputs, averaging performance in each bucket
- global metrics relate to the current model's performance on a test set comprised of ~12K statements made between
+ global metrics relate to the current model's performance on a test set comprised of ~13K statements made between
{ext_rec[5][13].strftime('%Y-%m-%d')} and {ext_rec[5][14].strftime('%Y-%m-%d')}. Training, validation and test sets
are chronologically disjoint.
subject to interpretability filter, some subword tokens have been omitted to facilitate interpretability
@@ -259,10 +259,10 @@ def gen_pred_exp_attr_tup(datarecord: VisualizationDataRecord, ext_rec: Tuple, t
def pred_exp_attr(datarecords: List[VisualizationDataRecord], ext_recs: List[Tuple] = None, token_mask: List = None,
- invert_colors: bool = False) -> Tuple[List, Tuple]:
+ invert_colors: bool = False, **_) -> Tuple[List, Tuple]:
global_metrics_summ = ext_recs[0][8]
pred_exp_tups = []
for i, (datarecord, ext_rec) in enumerate(zip(datarecords, ext_recs)):
pred_exp_tup = gen_pred_exp_attr_tup(datarecord, ext_rec, token_mask, invert_colors)
pred_exp_tups.append(pred_exp_tup)
- return pred_exp_tups, global_metrics_summ
+ return pred_exp_tups, global_metrics_summ
\ No newline at end of file
diff --git a/analysis/gen_pred_explorer.py b/analysis/gen_pred_explorer.py
index 4055c3d..bc787e5 100644
--- a/analysis/gen_pred_explorer.py
+++ b/analysis/gen_pred_explorer.py
@@ -38,7 +38,6 @@ def init_radio_groups() -> Tuple[RadioButtonGroup, ...]:
def init_explorer_divs(pred_stmt_dict: Dict) -> Tuple[Div, ...]:
- # stmt_attr, word_import_html, max_word_html
default_idx = min([i for i, (b, c) in enumerate(zip(pred_stmt_dict['bucket_type'], pred_stmt_dict['tp']))
if b == 'max_acc_nontweets' and c == 1])
word_import_div = Div(text=pred_stmt_dict['pred_exp_attr_tups'][default_idx][1], height_policy='max',
diff --git a/analysis/model_analysis_rpt.py b/analysis/model_analysis_rpt.py
index 02db524..cd643b8 100644
--- a/analysis/model_analysis_rpt.py
+++ b/analysis/model_analysis_rpt.py
@@ -74,15 +74,15 @@ def gen_pred_exp_ds(self) -> Tuple[Dict, Tuple]:
pred_exp_tups = fetchallwrapper(self.cnxp.get_connection(), self.config.inference.sql.pred_exp_sql)
pred_exp_set = []
pred_exp_ds = OrderedDict({'bucket_type': [], 'bucket_acc': [], 'conf_percentile': [], 'pos_pred_acc': [],
- 'neg_pred_acc': [], 'pos_pred_ratio': [], 'neg_pred_ratio': [], 'statement_id': [],
- 'statement_text': [], 'tp': [], 'tn': [], 'fp': [], 'fn': []})
+ 'neg_pred_acc': [], 'pos_pred_ratio': [], 'neg_pred_ratio': [], 'statement_id': [],
+ 'statement_text': [], 'tp': [], 'tn': [], 'fp': [], 'fn': []})
for (bucket_type, bucket_acc, conf_percentile, pos_pred_acc, neg_pred_acc, pos_pred_ratio, neg_pred_ratio,
statement_id, statement_text, ctxt_type, tp, tn, fp, fn) in pred_exp_tups:
label = 'False' if tp == 1 or fn == 1 else 'True'
pred_exp_set.append((statement_text, ctxt_type, label))
for k, v in zip(list(pred_exp_ds.keys()), [bucket_type, bucket_acc, conf_percentile, pos_pred_acc,
- neg_pred_acc, pos_pred_ratio, neg_pred_ratio, statement_id,
- statement_text, tp, tn, fp, fn]):
+ neg_pred_acc, pos_pred_ratio, neg_pred_ratio, statement_id,
+ statement_text, tp, tn, fp, fn]):
pred_exp_ds[k].append(v)
pred_exp_attr_tups, global_metric_summ = Inference(self.config, pred_exp_set=pred_exp_set).init_predict()
pred_exp_ds['pred_exp_attr_tups'] = pred_exp_attr_tups
diff --git a/assets/dc_ds.zip b/assets/dc_ds.zip
index ca49d76..834030e 100644
Binary files a/assets/dc_ds.zip and b/assets/dc_ds.zip differ
diff --git a/assets/dc_model_alpha.zip b/assets/dc_model_alpha.zip
index afc439d..fceb7af 100644
Binary files a/assets/dc_model_alpha.zip and b/assets/dc_model_alpha.zip differ
diff --git a/configs/config_defaults_sql.yaml b/configs/config_defaults_sql.yaml
index 66df436..09ee5fb 100644
--- a/configs/config_defaults_sql.yaml
+++ b/configs/config_defaults_sql.yaml
@@ -100,7 +100,7 @@ inference:
global_model_perf_cache_sql: "select * from global_model_accuracy_lookup_cache"
pred_exp_sql: "select * from pred_explr_stmts"
save_model_sql: "insert into model_metadata select * from latest_global_model_perf_summary"
- save_perf_sql: "insert into local_model_perf_summary_hist select * from latest_local_model_perf_summary"
+ save_perf_sql: "insert ignore into local_model_perf_summary_hist select * from latest_local_model_perf_summary"
ds_md_sql: >-
select dsid, train_start_date, train_end_date from ds_metadata where ds_type='converged_filtered' order by dsid desc limit 1
save_model_rpt_sql: >-
diff --git a/configs/dataprep_only.yaml b/configs/dataprep_only.yaml
index 9a6dbfd..185b818 100644
--- a/configs/dataprep_only.yaml
+++ b/configs/dataprep_only.yaml
@@ -5,10 +5,10 @@ experiment:
dataprep_only: True
debug:
debug_enabled: True
- use_debug_dataset: True
+ use_debug_dataset: False
data_source:
# db_conf must be explictly specified only in dev mode or if db_conf is in a non-default location
- db_conf: "/home/speediedan/repos/edification/deep_classiflie_db_feat/deep_classiflie_db.yaml"
+ # db_conf: "/home/speediedan/repos/edification/deep_classiflie_db_feat/deep_classiflie_db.yaml"
model_filter_topk: 20
filter_w_embed_cache: False
# safest way to build a new dataset is to verify backup of the previous one and remove the relevant cache softlink
diff --git a/configs/gen_dashboards.yaml b/configs/gen_dashboards.yaml
index d37f0b0..fe2607f 100644
--- a/configs/gen_dashboards.yaml
+++ b/configs/gen_dashboards.yaml
@@ -1,7 +1,7 @@
experiment:
db_functionality_enabled: True # must set to True to generate reports, run dctweetbot, among other functions
# provide the generated swa checkpoint below
- inference_ckpt: "/home/speediedan/experiments/deep_classiflie/checkpoints/20200816114940/checkpoint-0.0000-swa_best_2_ckpts--1-0.pt" # note build_swa_from_ckpts will be ignored if inference_ckpt is present
+ inference_ckpt: "/home/speediedan/experiments/deep_classiflie/checkpoints/20200911144157/checkpoint-0.0000-swa_best_2_ckpts--1-0.pt" # note build_swa_from_ckpts will be ignored if inference_ckpt is present
debug:
debug_enabled: False
data_source:
diff --git a/configs/gen_report.yaml b/configs/gen_report.yaml
index ec8a7b6..ad38ea6 100644
--- a/configs/gen_report.yaml
+++ b/configs/gen_report.yaml
@@ -1,13 +1,13 @@
experiment:
db_functionality_enabled: True # must set to True to generate reports, run dctweetbot, among other functions
# provide the generated swa checkpoint below
- inference_ckpt: "/home/speediedan/experiments/deep_classiflie_feat/checkpoints/20200901084410/checkpoint-0.0000-swa_best_2_ckpts--1-0.pt" # note build_swa_from_ckpts will be ignored if inference_ckpt is present
+ inference_ckpt: "/home/speediedan/experiments/deep_classiflie/checkpoints/20200911144157/checkpoint-0.0000-swa_best_2_ckpts--1-0.pt" # note build_swa_from_ckpts will be ignored if inference_ckpt is present
debug:
debug_enabled: False
data_source:
skip_db_refresh: True
# db_conf must be explictly specified only in dev mode or if db_conf is in a non-default location
- db_conf: "/home/speediedan/repos/edification/deep_classiflie_db/deep_classiflie_db.yaml"
+ # db_conf: "/home/speediedan/repos/edification/deep_classiflie_db/deep_classiflie_db.yaml"
inference:
report_mode: True # set to true to enable report generation
rebuild_perf_cache: True # set True to (re)build perf cache (report_mode must also be True)
diff --git a/configs/gen_swa_ckpt.yaml b/configs/gen_swa_ckpt.yaml
index 49798c6..da49023 100644
--- a/configs/gen_swa_ckpt.yaml
+++ b/configs/gen_swa_ckpt.yaml
@@ -6,7 +6,9 @@ data_source:
skip_db_refresh: True
trainer:
# replace checkpoints below with the desired checkpoints from your locally trained model (two checkpoints with lowest loss would be a good choice)
- build_swa_from_ckpts: ['/home/speediedan/experiments/deep_classiflie_feat/checkpoints/20200831123242/checkpoint-0.5526-37-188214.pt',
- '/home/speediedan/experiments/deep_classiflie_feat/checkpoints/20200831123242/checkpoint-0.5527-32-163449.pt']
+ build_swa_from_ckpts: [ '/home/speediedan/experiments/deep_classiflie/checkpoints/20200910214758/checkpoint-0.5536-17-89154.pt',
+ '/home/speediedan/experiments/deep_classiflie/checkpoints/20200910214758/checkpoint-0.5540-22-113919.pt',
+ '/home/speediedan/experiments/deep_classiflie/checkpoints/20200910214758/checkpoint-0.5628-23-118872.pt' ]
+
inference:
report_mode: False # set to true to enable report generation
\ No newline at end of file
diff --git a/configs/infsvc.yaml b/configs/infsvc.yaml
index 12f1739..9c199fd 100644
--- a/configs/infsvc.yaml
+++ b/configs/infsvc.yaml
@@ -1,5 +1,5 @@
experiment:
- inference_ckpt: "/home/speediedan/experiments/deep_classiflie_feat/checkpoints/20200901084410/checkpoint-0.0000-swa_best_2_ckpts--1-0.pt"
+ inference_ckpt: "/home/speediedan/experiments/deep_classiflie/checkpoints/20200911144157/checkpoint-0.0000-swa_best_2_ckpts--1-0.pt"
db_functionality_enabled: True
debug:
debug_enabled: True
@@ -8,6 +8,6 @@ experiment:
publish: True
batch_mode: False
skip_db_refresh: False
-data_source:
+#data_source:
# db_conf must be explictly specified only in dev mode or if db_conf is in a non-default location
- db_conf: "/home/speediedan/repos/edification/deep_classiflie_db_feat/deep_classiflie_db.yaml"
\ No newline at end of file
+ # db_conf: "/home/speediedan/repos/edification/deep_classiflie_db_feat/deep_classiflie_db.yaml"
\ No newline at end of file
diff --git a/configs/test_only.yaml b/configs/test_only.yaml
index 1225fee..0301852 100644
--- a/configs/test_only.yaml
+++ b/configs/test_only.yaml
@@ -1,9 +1,9 @@
experiment:
db_functionality_enabled: True # must set to True to generate reports, run dctweetbot, among other functions
- inference_ckpt: "/home/speediedan/experiments/deep_classiflie_feat/checkpoints/20200828093250/checkpoint-0.0000-swa_best_2_ckpts--1-0.pt" # note build_swa_from_ckpts will be ignored if inference_ckpt is present
+ inference_ckpt: "/home/speediedan/experiments/deep_classiflie/checkpoints/20200910214758/checkpoint-0.5540-22-113919.pt" # note build_swa_from_ckpts will be ignored if inference_ckpt is present
debug:
debug_enabled: False
data_source:
# db_conf must be explictly specified only in dev mode or if db_conf is in a non-default location
- db_conf: "/home/speediedan/repos/edification/deep_classiflie_db/deep_classiflie_db.yaml"
+ # db_conf: "/home/speediedan/repos/edification/deep_classiflie_db/deep_classiflie_db.yaml"
skip_db_refresh: True
\ No newline at end of file
diff --git a/docs/_includes/bokeh_viz/conf_tabs_tags.html b/docs/_includes/bokeh_viz/conf_tabs_tags.html
index 8adc2cc..db31fdf 100644
--- a/docs/_includes/bokeh_viz/conf_tabs_tags.html
+++ b/docs/_includes/bokeh_viz/conf_tabs_tags.html
@@ -1,2 +1,2 @@
-
\ No newline at end of file
+
\ No newline at end of file
diff --git a/docs/_includes/bokeh_viz/global_metrics_tag.html b/docs/_includes/bokeh_viz/global_metrics_tag.html
index bc950b6..dfe8791 100644
--- a/docs/_includes/bokeh_viz/global_metrics_tag.html
+++ b/docs/_includes/bokeh_viz/global_metrics_tag.html
@@ -1,2 +1,2 @@
-
\ No newline at end of file
+
\ No newline at end of file
diff --git a/docs/_includes/bokeh_viz/local_metrics_tag.html b/docs/_includes/bokeh_viz/local_metrics_tag.html
index 6b579d5..4ae0870 100644
--- a/docs/_includes/bokeh_viz/local_metrics_tag.html
+++ b/docs/_includes/bokeh_viz/local_metrics_tag.html
@@ -1,2 +1,2 @@
-
\ No newline at end of file
+
\ No newline at end of file
diff --git a/docs/_includes/bokeh_viz/null_stmt_tags.html b/docs/_includes/bokeh_viz/null_stmt_tags.html
index 2a40b6e..30697d4 100644
--- a/docs/_includes/bokeh_viz/null_stmt_tags.html
+++ b/docs/_includes/bokeh_viz/null_stmt_tags.html
@@ -1,2 +1,2 @@
-
\ No newline at end of file
+
\ No newline at end of file
diff --git a/docs/_includes/bokeh_viz/perf_explorer_script.html b/docs/_includes/bokeh_viz/perf_explorer_script.html
index 4dcf10e..337eefe 100644
--- a/docs/_includes/bokeh_viz/perf_explorer_script.html
+++ b/docs/_includes/bokeh_viz/perf_explorer_script.html
@@ -6,8 +6,8 @@
(function(root) {
function embed_document(root) {
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+
+
\ No newline at end of file
diff --git a/docs/_includes/bokeh_viz/stmt_explorer_script.html b/docs/_includes/bokeh_viz/stmt_explorer_script.html
index bf7c037..75398f2 100644
--- a/docs/_includes/bokeh_viz/stmt_explorer_script.html
+++ b/docs/_includes/bokeh_viz/stmt_explorer_script.html
@@ -6,8 +6,8 @@
(function(root) {
function embed_document(root) {
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Accuracy</div>\\n <div class=\\"percentile-conf metric-label\\">Percentile Conf</div>\\n <div class=\\"pred-acc-head metric-label\\">Pred. Accuracy</div>\\n <div class=\\"pred-acc-pos metric-label\\">Pos</div>\\n <div class=\\"pred-acc-neg metric-label\\">Neg</div>\\n <div class=\\"pred-ratio-head metric-label\\">Pred. Ratios</div>\\n <div class=\\"pred-ratio-pos metric-label\\">Pos</div>\\n <div class=\\"pred-ratio-neg metric-label\\">Neg</div>\\n","stmt_view":{"id":"1008"},"stmttable_cds":{"id":"1005"},"word_import_div":{"id":"1010"}},"code":"\\nvar selected_index = stmttable_cds.selected.indices[0];\\nvar selected_stmt = stmttable_cds.data['statement_text'][selected_index];\\nconsole.log('Selected stmt is ' + selected_stmt);\\nvar local_metrics_dynamic = `\\n ${local_metrics_static_open}\\n <div class=\\"bn-val grid-data\\">${stmttable_cds.data['bucket_type'][selected_index]}</div>\\n <div class=\\"pc-val grid-data\\">${stmttable_cds.data['conf_percentile'][selected_index]}</div>\\n <div class=\\"ba-val grid-data\\">${(stmttable_cds.data['bucket_acc'][selected_index]*100).toFixed(1)}%</div>\\n <div class=\\"pap-val grid-data\\">${(stmttable_cds.data['pos_pred_acc'][selected_index]*100).toFixed(1)}%</div>\\n <div class=\\"pan-val grid-data\\">${(stmttable_cds.data['neg_pred_acc'][selected_index]*100).toFixed(1)}%</div>\\n <div class=\\"prp-val grid-data\\">${stmttable_cds.data['pos_pred_ratio'][selected_index].toFixed(2)}</div>\\n <div class=\\"prn-val grid-data\\">${stmttable_cds.data['neg_pred_ratio'][selected_index].toFixed(2)}</div>\\n </div>`;\\nword_import_div.text = stmttable_cds.data['pred_exp_attr_tups'][selected_index][1];\\nlocal_metrics_div.text = local_metrics_dynamic;\\n"},"id":"1014","type":"CustomJS"},{"attributes":{"css_classes":["box"],"margin":[0,5,5,0],"max_width":550,"text":"\\n <div class=\\"local-metric-grid-container\\">\\n <div class=\\"bucket-level-ttl local_title\\">Confidence Bucket-Level Metrics<sup id=\\"a1\\" class=\\"small\\"><a href=\\"#f1\\">[1] </a></sup></div>\\n <div class=\\"bucket-name metric-label\\">Bucket</div>\\n <div class=\\"bucket-acc metric-label\\">Tot. Accuracy</div>\\n <div class=\\"percentile-conf metric-label\\">Percentile Conf</div>\\n <div class=\\"pred-acc-head metric-label\\">Pred. Accuracy</div>\\n <div class=\\"pred-acc-pos metric-label\\">Pos</div>\\n <div class=\\"pred-acc-neg metric-label\\">Neg</div>\\n <div class=\\"pred-ratio-head metric-label\\">Pred. Ratios</div>\\n <div class=\\"pred-ratio-pos metric-label\\">Pos</div>\\n <div class=\\"pred-ratio-neg metric-label\\">Neg</div>\\n\\n <div class=\\"bn-val grid-data\\">max_acc_nontweets</div>\\n <div class=\\"pc-val grid-data\\">96-100%</div>\\n <div class=\\"ba-val grid-data\\">96.5%</div>\\n <div class=\\"pap-val grid-data\\">96.5%</div>\\n <div class=\\"pan-val grid-data\\">0.0%</div>\\n <div class=\\"prp-val grid-data\\">1.00</div>\\n <div class=\\"prn-val grid-data\\">0.00</div>\\n </div>\\n ","width":325,"width_policy":"max"},"id":"1011","type":"Div"},{"attributes":{"css_classes":["box","word_import"],"height_policy":"max","margin":[5,5,5,5],"min_height":20,"text":"<mark style=\\"background-color: hsl(120, 75%, 95%);\\"> you</mark><mark style=\\"background-color: hsl(0, 75%, 91%);\\"> know</mark><mark style=\\"background-color: hsl(0, 75%, 99%);\\">,</mark><mark style=\\"background-color: hsl(120, 75%, 97%);\\"> you</mark><mark style=\\"background-color: hsl(0, 75%, 98%);\\"> 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Please select another class.`;\\n null_set_warn_div.visible = true;\\n var local_metrics_dynamic = `\\n ${local_metrics_static_open}\\n <div class=\\"bn-val grid-data\\"></div>\\n <div class=\\"pc-val grid-data\\"></div>\\n <div class=\\"ba-val grid-data\\"></div>\\n <div class=\\"pap-val grid-data\\"></div>\\n <div class=\\"pan-val grid-data\\"></div>\\n <div class=\\"prp-val grid-data\\"></div>\\n <div class=\\"prn-val grid-data\\"></div>\\n </div>`\\n} else {\\n null_set_warn_div.visible = false;\\n var selected_index = stmt_view.indices[0];\\n var selected_stmt = stmttable_cds.data['statement_text'][selected_index];\\n word_import_div.text = stmttable_cds.data['pred_exp_attr_tups'][selected_index][1];\\n var local_metrics_dynamic = `\\n ${local_metrics_static_open}\\n <div class=\\"bn-val grid-data\\">${stmttable_cds.data['bucket_type'][selected_index]}</div>\\n <div class=\\"pc-val grid-data\\">${stmttable_cds.data['conf_percentile'][selected_index]}</div>\\n <div class=\\"ba-val grid-data\\">${(stmttable_cds.data['bucket_acc'][selected_index]*100).toFixed(1)}%</div>\\n <div class=\\"pap-val grid-data\\">${(stmttable_cds.data['pos_pred_acc'][selected_index]*100).toFixed(1)}%</div>\\n <div class=\\"pan-val grid-data\\">${(stmttable_cds.data['neg_pred_acc'][selected_index]*100).toFixed(1)}%</div>\\n <div class=\\"prp-val grid-data\\">${stmttable_cds.data['pos_pred_ratio'][selected_index].toFixed(2)}</div>\\n <div class=\\"prn-val grid-data\\">${stmttable_cds.data['neg_pred_ratio'][selected_index].toFixed(2)}</div>\\n </div>`;\\n local_metrics_div.text = 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know, you go through a whole nation and you see what's going on, and they report zero illegality. check out california sometime. check out no, check out the deal that they signed with judicial watch. it was i think judicial watch was like 1 million or 1.5 million people. they settled. they agreed that that many people either voted illegally, shouldn't have been voting a lot of things. they settled.","we had the best employment numbers that we've ever had.","we've done a great job, whether it's ventilators or anything you want to look at, testing. we test so many people, then we have more cases. everybody says,'we have so many cases.'that's because we test so many people.","i have no doubt that they were involved in this hoax one of the worst things ever to befall this country in terms of political scandal. i have absolutely no doubt that obama and biden were involved....it was a takedown of a president, regardless of me. it happened to be me. and, in my opinion, it was an illegal takedown.","we spent almost $8 trillion in the middle east because of that decision.","we had the greatest tax cut, biggest tax cut in history.","we've learned that young people do very well. very well. incredibly well.","we had the greatest economy in history of any country, not just ours. the greatest in history.","but i closed it and a lot of people didn't think a lot of very good people didn't think i should have closed. a lot of people in the administration felt i shouldn't close it many people, most people. and it was a very early move and it turned out to save a lot of lives, fortunately.","the violence and vandalism is being led by antifa and other radical left-wing groups who are terrorizing the innocent, destroying jobs, hurting businesses, and burning down buildings....radical-left criminals, thugs, and others all throughout our country and throughout the world will not be allowed to set communities ablaze.","the cupboards were bare. you've heard me say it a lot. when we came into this administration, those cupboards were bare.... under the previous administration, the stockpile was depleted and never fully refilled.","our nation will go to hell if he gets elected. you have 401ks which are now setting records. we'll go down maybe to nothing, maybe to dust because he's going to raise everybody's taxes. he has no idea what he's doing anyway. you know that he didn't when he was in prime time 20 years ago, you know, he never got more than 1%. i used to call them 1% joe, and then obama took him off the trash ship. and and it's it's a fluke.","i built the greatest economy in the history of the world.","these are nothing to do with any particular event, other than they're troublemakers or agitators, and they're anarchists.... we have a statues act a monument act, which puts you in jail for 10 years if you do what they've done.","if you look at that phony report that was put in, that report on the hydroxyl was given to people that were in extraordinarily bad condition extraordinarily bad, people that were dying....but they had a report come out and the results of the report it was a very unscientific report, by the way.","we had the best...unemployment numbers in history.","thats largely because i put tariffs on. nobody ever put tariffs on them. nobody ever did anything to china.","i don't think people know how much we've done for historically black colleges and universities. nobody knows that we've done more than any administration in history, and nobody knows that.","and china has never gave us 10 cents.","we had the largest increases and, you know, 3.2% increases, its unheard of what we did.","i think mayor of philadelphia named frank rizzo and he had an expression like that. but i've heard it many times. i think it's been used many times. it means two things very different things. one is if there's looting, there's probably going to be shooting. and that's not as a threat. that's really just a fact, because that's what happens. and the other is, if there's looting, there's going to be shooting...but when the looting starts, it oftentimes means there's going to be shooting, there's going to be death, there's going to be killing. and it's a bad thing. and it's also used as a threat.","never paid us 10 cents, by the way, before that. before trump, never paid anything.","absentee ballots are fine. absentee ballots are fine. like i live in the white house, and if i can't get to florida, or you live wherever you live, and you can't. but you have to go through a process. some people just can't make it to a polling station, and they have good reason.... there is tremendous evidence of fraud whenever you have mail-in ballots.","i'm proud to further announce that the u.s. is, by far, number one in testing number one in the world in testing.","likes to pretend as if shes on the inside. she has a picture with me like so many people do, but i haven't talked to her in over a year, maybe even longer.","one egregious example is when they try to silence views that they disagree with by selectively applying a'fact check'a fact check f-a-c-t. fact check. what they choose to fact check and what they choose to ignore or even promote is nothing more than a political activism group or political activism....this censorship and bias is a threat to freedom itself.","as you know, last year was the first year where drug prices, in 52 years where drug prices have actually gone down, the cost of prescription drugs.","a big thing is criminal justice reform. i keep hearing about, \\"oh, criminal justice reform,\\" and everyone is trying to take the credit. and that one, i will say, we will take the full credit because they couldn't have done it without us. and i'm not sure, frankly, that the previous administration tried. they may have, but they certainly couldn't get it done.","and if you look at some of the towns on the other side of the wall as an example, in california, we have a certain area that is heavily infected on the mexico side. and if we didn't have a border wall there, it would be a it would be really a catastrophic situation.... so, on the other side of san diego is a tremendously big problem with covid and other things.","i did something good. i made it famous. i made juneteenth very famous. its actually an important event, its an important time. but nobody had heard of it. very few people have heard of it.","we have the best tests of any country in the world.","china was ripping off this country, $530 billion a year, think of it, 530 billion a year ripping us up for years.","and, you know, when we took over, the cupboards were empty. i always say'the cupboards,'meaning the stockpile. we had very little.","i was going through a hoax, when i made the decision.","we had a depleted military. we had little on the shelves.","we have 26,000 mexican soldiers right now at the border not allowing people to come in.","they wanted drones. i say, what are you going to do? take pictures of everyone flowing across? they didn't want to say. they said, no, no. walls that's old technology. no, walls are the greatest technology. they work.","we've rebuilt our military. we have the strongest military we've ever had.","nobody has accomplished what we've accomplished in a relatively short period of time, a three-year period of time. nobody has been able to do that.","we have the most testing in the world.","china is paying us billions of dollars a year. they never gave us 10 cents.","the republicans really stood together like they never had stood before.","i mean, i assume, let's all talk about fairness. what they did to general flynn and, by the way, to roger stone and to others was a disaster and disgrace. and it should never be allowed to happen in this country again....they wanted him they were trying to force him to lie. you see the written statements where they were trying to force him into a position where we can get him on a lie or can we get him this way or that way. this is terrible.","way early, i closed our country to china. nancy pelosi was a month later saying, it's going to pass....on, i think, it was february 26,nancy pelosi is, let's dance in the streets of chinatown to show that it's not going to hurt us.","we built the greatest economy in the history of the world.","schumer brought nothing. you know what he brought? salt. you know what salt is, right? salt is a disaster.","we have the best tests in the world.","on january 14,2020,the world health organization gratuitously reaffirmed chinas now-debunked claim that the coronavirus could not be transmitted between humans, stating:preliminary investigations conducted by the chinese authorities have found no clear evidence of human-to-human transmission of the novel coronavirus (2019-ncov) identified in wuhan, china. this assertion was in direct conflict with censored reports from wuhan.","i'll tell you who's the demise of the postal service are these internet companies that give their stuff to the postal service packages...and if they'd raise the prices by actually a lot, then you'd find out that the post office could make money or break even. but they don't do that. and i'm trying to figure out why.","unemployment numbers, where we had our best numbers.","we built the greatest economy in the world, and i want to get that back as soon as possible.","and our stock market is booming, and our jobs are booming.","we have antifa, we have anarchists, we have terrorists, we have looters. we have a lot of bad people in those groups.... there's some great people but there are a lot of really, really bad people in there.","we had the greatest economy in the history of our country.","we're going to be giving a very strong report as to exactly what we think happened. and i think it will be very conclusive....so i think they made personally, i think they made a horrible mistake and they didn't want to admit it.","if you look prior to this virus, the deficit was coming way down under my administration because i put massive tariffs on china.","we have a record this month on the borders, nobody's coming in, very few people.","i love the republicans i told you, they came for me 100 percent; i'm at 96 percent approval rating in the republican party.","i've rebuilt our military. i spent two and a half trillion dollars. nobody else did.","we're saving so many lives compared to what it could have been. so, nobody knows what the number is, but we had a number of 100,000 lives. as many as that is, it's impossible to even think of it...hard to believe that if you had 60,000 you could never be happy, but that's a lot fewer than we were originally told and thinking. so they said between 100-and 220,000 lives on the minimum side, and then up to 2.2 million lives if we didn't do anything","california off the record, california was saying, please, can we have the wall? this is california. you know, they didn't want the wall. they didn't want the wall. but they wanted the wall, right?","china has paid us billions of dollars many, many billions of dollars in tariffs, which we've distributed some to the farmers, because they were targeted....we have a lot of money that we've taken in from china.","we had the greatest economy better than china, better than any place.","i made a deal. japan is now paying us $40 billion. they weren't paying us. they weren't doing anything....japan, we did a deal for $40 billion, $40 billion a year.","nancy pelosi a month later was saying'let's go to chinatown and dance in the streets'because she wanted people, you know, and i'd understand that, nobody thought it would be like this.","best employment numbers in the history of our country.... most number of jobs. almost 160 million jobs. we were never even close to that.","hundreds of billions of dollars a year were lost dealing with china, especially over the years during the prior administration.","i put a ban on china in january, and i took a lot of heat. joe biden said,'oh, he's xenophobic.'oh, that's right. yeah. but a month later, he said i was right.","nobody has done more in 3.5 years that this administration has done. nobody has come close to doing the things we've done.","we've given the largest tax cut in history.","we had the most people working in the history of our country, almost 160 million people far more than ever before.","our testing is the best in the world. we've now surpassed 15 million tests, which is much more than any other country by a factor of many times.","i'm looking at that tape that can't be. and the press, the media, the fake-news media and it is fake. it's terrible, actually. but they don't want to put it on.... i never saw anything like this. and you can't find that clip today.","we had the best economy in the history of the world, not just here, but anywhere in the world. you can talk china, you can talk any other country, we had the best economy anywhere in the world.","because we have so much fake news, i like to document things.","we built the strongest economy the world has ever seen before the virus, and together we're doing it again.","i've gotten the greatest tax cuts in history in the history of our country, the biggest tax cuts.","the airlines were having the best year they've ever had, ever, in their history.","i fired him, i got him out, he was no good, only want to do is bomb people.","we've already pretty much killed it because we got rid of the individual mandate....we got rid of the individual mandate, which basically was the end of obamacare.","schumer was talking in march, about there's no problem.","so we do all these tests, and we find pockets, and we find people, and we find cases. and they say, the cases have jumped, instead of saying what a job we're doing with testing. but we did the job with testing.","comey did, and other people did too.","the greatest job numbers we've ever had. we were up to almost 160 million jobs.","i think there's a lot of evidence, but we'll provide you with some, okay? and there's evidence that's being compiled just like it's being compiled in the state of california, where they settled with judicial watch, saying that a million people should not have been voting in you saw that.","so we're getting it down $35 per month... so its a massive cut i guess, 60,70%. nobody has seen anything like this for a long time. sleepy joe can't do this that, i can tell you.","but i could tell you that nancy pelosi was dancing in the streets in chinatown. she wanted to go,'let's go out and party.'that was late into february.","we've done more tax cuts, regulations we've done more than any other president, ever.","we've created incredible tests and we've done more testing than anybody has ever done in the world right now.","we never had a trade deal, where they ripped us left and right for years and years and decades.","but, in february, nancy pelosi said we should come to chinatown. this is late february.'come to chinatown. we think it's very safe. come here. let's all have the big parade chinatown parade.'","nobody's done what this administration has done in the first three-and-a-half years. nobody's even come close, when you look at everything that we are doing.","we were the greatest economy in history.","a month and a half, two months ago, we had the strongest economy in the history of the world.","it's treason....i said they'd been spying on my campaign. i said they've been taping. and that was in quotes, meaning a modern-day version of taping. it's all the same thing, but a modern-day version. but they've been spying on my campaign. i told you that a long time ago, it turned out i was right.","look at the pulitzer prize. the pulitzer prize is very embarrassed; it's lost a lot of its credibility because all these writers got pulitzer prizes on the russia, russia, russia, and they were all wrong.","and by the way, the inspector general, he went by the whistleblower. he didn't want to see the conversation that i had. when he saw the conversation that i had, he said,'well, that bears no resemblance to what the whistleblower said.'why didn't he look first before he ran to congress? he ran to congress like he couldn't get there fast enough with a whistleblower report.","we've totally rearmed our military $1.5 trillion.","if you look at secretary the secretary general, who's terrific stoltenberg he's been terrific. he's probably my biggest fan. he said,'nobody else could've done what trump did.'","and, you know, when you say per capita, there's many per capitas. it's, like, per capita relative to what? but you can look at just about any category, and we're really at the top, meaning positive on a per capita basis, too. they've done a great job.","so now the fake news is tracing the coronavirus origins back to europe, not china. this is a first! i wonder what the failing new york times got for this one? are there any named sources? they were recently thrown out of china like dogs, and obviously want back in. sad!","chris jacobs ( will be a tremendous congressman who will always fight for new york. he is strong on the border, our military and vets, and the second amendment. chris has my complete and total endorsement! vote for chris on june 23!","congressman russ fulcher ( is an incredible representative for the people of idaho! he fully supports the border wall, life, our vets and the second amendment. russ has my complete and total endorsement!","i am pleased to announce that the seattle areas will receive over $166m in federal funds from to help keep the transit system open & operational, helping get people to work or make necessary trips. these funds help replace lost fare revenue, very important!","hogan gidley will be leaving the white house on july 1 and heading over to my campaign to be the national press secretary. he is a strong, loyal and trusted member of the team that i know will do an outstanding job! we must win this election! follow him at","the white house press conference will take place today at 1:00 p.m., recognizing that it is good friday!","will be speaking at 7:00 p.m. thank you for all of the nice comments on the mount rushmore speech last night!!!","hire'debate questions to crooked hillary'fraud (and others who are even worse).","despite reports to the contrary, sweden is paying heavily for its decision not to lockdown. as of today, 2462 people have died there, a much higher number than the neighboring countries of norway (207), finland (206) or denmark (443). the united states made the correct decision!","cryin chuck schumer was on a late night show using a false talking point over & over again.'we don't have enough testing,'he would repeat, when he knows we have done a great job on testing, just like we have on ventilators and everything else.","wacko john boltons'exceedingly tedious'(new york times) book is made up of lies & fake stories. said all good about me, in print, until the day i fired him. a disgruntled boring fool who only wanted to go to war. never had a clue, was ostracized & happily dumped. what a dope!","congressman mark amodei ( is working hard for the incredible people of nevada! he is strong on immigration, taxes, job creation and he loves our military and vets. mark has my complete and total endorsement!","on this wonderful day, we celebrate our history, our heroes, our heritage, our flag, and our freedom. happy fourth of july to everyone!","congressman is a great supporter of the agenda! he fights for your rights and the border wall. scott is working hard for colorado and has my complete and total endorsement!","to all of our youth who are missing the start of their seasons, hang in there! we will get you back out on the fields, and know that you will be playing baseball soon we will get through this together, and bats will be swinging before you know it. in the meantime, take care of mom and dad, and know that this will not be forever!","chris jacobs ( will be a tremendous congressman who will always fight for new york. he is strong on the border, our military and vets, and the second amendment. chris has my complete and total endorsement! vote for chris on june 23!","i will be having a white house press conference today at 5:30 p.m. thank you!","i will be interviewed on at 8:00 a.m. enjoy!","just landed in pennsylvania, see everyone soon!","if i ever said something so mortifyingly stupid, the fake news media would come down on me with a vengeance. this is beyond a normal mistake. why isn't the media reporting it?","congressman jim banks ( is a fighter for indiana! a highly respected navy officer, jim works hard for our vets and small businesses. strongly supports the second amendment and our border wall! jim has my complete and total endorsement!","if people can go out and protest, riot, break into stores, and create all sorts of havoc, they can also go out and vote and keep our election honest. with millions of mail-in ballots being sent out, who knows where they are going, and to whom?","a really wonderful book. buy it and enjoy!","i will be having a white house press conference today at 5:00 p.m. thank you!","such a wonderful reception yesterday in pennsylvania. thank you!","i will be having a white house press conference today at 5:45 p.m. thank you!","i will be having a white house press conference today at 5:30 p.m. thank you!",". thank you for a great call yesterday with catholic leaders, and a great service today from","white house news conference at 5:30 p.m. eastern. thank you!","happy birthday to three time olympian and five term congressman,","there is a rise in coronavirus cases because our testing is so massive and so good, far bigger and better than any other country. this is great news, but even better news is that death, and the death rate, is down. also, younger people, who get better much easier and faster!","great new book out today by get your copy today!","just departed the for the great state of michigan!","june 14th just happens to be my birthday, thank you! love our boaters, love our country!","ashley hinson ( will be a tremendous advocate for the people of iowa! she will fight for our military, vets, small businesses, & our incredible farmersa true supporter of our agenda! ashley has my complete and total endorsement!","cuomos been calling daily, even hourly, begging for everything, most of which should have been the states responsibility, such as new hospitals, beds, ventilators, etc. i got it all done for him, and everyone else, and now he seems to want independence! that won't happen!","who else gave the less than elite (we are the elite. we know how to win!) 260 great new federal judges, 2 scjs, low taxes, biggest ever reg. cuts, rebuilt military, choice, saved 2a & much more? not sleepy joe!","i hate to be promoting at&t, but is great news, not fake news. everybody should be carrying them!","today we commemorate the 100th anniversary of the birth of saint john paul ii. happy birthday!","congressman jeff fortenberry ( is a great advocate for nebraska. he fights for farmers, small businesses and our incredible vets and military. jeff has my complete and total endorsement!","watch live:trump supporters descend on tulsa on eve of trump rally via thank you to all. see you tonight in tulsa!","vote today for big jim, a great governor. love west virginia!","congressman dan meuser ( is a tremendous advocate for pennsylvania! dan loves our military, vets and the second amendment a real supporter of our agenda. dan has my complete and total endorsement!","having the g7 meeting in washington is very important for those countries, and the world!","happy birthday to melania, our great first lady!","a great man for washington! will drain the swamp!","white house news conference today at 5:45 p.m. eastern. thank you!","i have retained highly respected pollster, mclaughlin & associates, to analyze todays cnn poll (and others), which i felt were fake based on the incredible enthusiasm we are receiving. read analysis for yourself. this is the same thing they and others did when we defeated crooked hillary clinton in 2016.they are called suppression polls, and are put out to dampen enthusiasm. despite 3 12 years of phony witch hunts, we are winning, and will close it out on november 3rd!","i will be having a white house press conference today at 5:45 p.m. thank you!","the paycheck protection program is now available! business guidance & loan resources:","as you know, i designated this day to be a national day of prayer. as our nation heals, our spirit has never been stronger!","if you want your 401ks and stocks, which are getting close to an all time high (nasdaq is already there), to disintegrate and disappear, vote for the radical left do nothing democrats and corrupt joe biden. massive tax hikes-they will make you very poor, fast!","big 4th of july air show soon coming down the east coast. get ready to look up to the sky. check local listings!","will be interviewed on tonight at 9:00 p.m. enjoy!","port tampa bay in florida will be awarded $19.9 million from to improve hookers point container facility, adding much-needed capacity to keep commerce moving and allowing the region to grow!","so now the fake news is tracing the coronavirus origins back to europe, not china. this is a first! i wonder what the failing new york times got for this one? are there any named sources? they were recently thrown out of china like dogs, and obviously want back in. sad!","white house news conference today at 6:00 p.m. eastern. thank you!","great job being done by dr. nicole saphier on","i will be interviewed by at 10:00 a.m. on thank you!","sleepy joe biden (mostly his reps.) went crazy when i banned, in late january, people coming in from china. he called me'xenophobic'& then went equally'nuts'when we let in 44,000 people-until he was told they were american citizens coming home. he later apologized!","the opening of a cold case against psycho joe scarborough was not a donald trump original thought, this has been going on for years, long before i joined the chorus. in 2016 when joe & his wacky future ex-wife, mika, would endlessly interview me, i would always be thinking........about whether or not joe could have done such a horrible thing? maybe or maybe not, but i find joe to be a total nut job, and i knew him well, far better than most. so many unanswered & obvious questions, but i won't bring them up now! law enforcement eventually will?",". thank you for a great call yesterday with catholic leaders, and a great service today from","white house news conference today at 5:00 p.m. eastern. thank you!","macys at 34th. street, long the largest single department store anywhere in the world, & a point of pride in nyc, was devastated yesterday when hoodlums and thieves vandalized it, breaking almost all of its large panels of storefront glass. what a shame. bring in national guard!","wishing a happy passover to those celebrating in the united states, israel, and around the world!","white house news conference at 5:30 p.m. eastern. thank you!","i will be having a white house press conference today at 5:30 p.m. thank you!","on behalf of our entire nation, congratulations to the incredible west point class of 2020!","congratulations to randy feenstra on your big win in the iowa republican primary. you will be a great congressman!","white house news conference at 5:45 p.m. eastern. thank you!","great work on behalf of the american people, thank you!","congressman mike simpson ( is a tremendous champion for idaho! mike is working hard for our incredible farmers, and he strongly supports our military, vets and the second amendment. mike has my complete and total endorsement!","the supreme court sends case back to lower court, arguments to continue. this is all a political prosecution. i won the mueller witch hunt, and others, and now i have to keep fighting in a politically corrupt new york. not fair to this presidency or administration!","nobody briefed or told me, pence, or chief of staff about the so-called attacks on our troops in afghanistan by russians, as reported through an'anonymous source'by the fake news everybody is denying it & there have not been many attacks on us.....","congressman john curtis ( gets things done for utah! john fights for small businesses, will lower your taxes, and will protect your second amendment. he has my complete and total endorsement!","sean parnell is a star. we need him in washington to drain the swamp!","today, celebrates the two year anniversary of her initiative dedicated to bringing awareness to issues that impact the lives of children. congratulations, and thank you!","have a good time this morning at first baptist dallas church. the wonderful pastor will be joined by our great mike pence!","white house news conference at 5:45.thank you!","if i were a senator or congressman, the first person i would call to testify about the biggest political crime and scandal in the history of the usa, by far, is former president obama. he knew everything. do it just do it. no more mr. nice guy. no more talk!","great rally and fantastic job on this morning. it is all happening!","white house news conference today at 5:30 p.m. eastern. thank you!","sean ( has my complete and total endorsement!","a really great woman, and what a job she is doing!","great book. get it and support charlie!","why is it that china, for decades, and with a population much bigger than ours, is paying a tiny fraction of $s to the world health organization, the united nations and, worst of all, the world trade organization, where they are considered a so-called'developing country'and are therefore given massive advantages over the united states, and everyone else? prior to the plague floating in from china, our economy was blowing everybody away, the best of any country, ever. we will be there again, and soon!","now that the very expensive, unpopular and unfair individual mandate provision has been terminated by us, many states & the u.s. are asking the supreme court that obamacare itself be terminated so that it can be replaced with a far better and much less expensive alternative..... obamacare is a joke! deductible is far too high and the overall cost is ridiculous. my administration has gone out of its way to manage oc much better than previous, but it is still no good. i will always protect people with pre-existing conditions, always, always,always!!!","looking forward to being in allentown, pennsylvania, on thursday. i love the state, and for very good reason!","this picture seems like just yesterday when ronald recieved the congressional medal of honor. what a man!","when wacko john bolton went on deface the nation and so stupidly said that he looked at the'libyan model'for north korea, all hell broke out. kim jong un, who we were getting along with very well, went'ballistic', just like his missiles-and rightfully so he didn't want bolton anywhere near him. boltons dumbest of all statements set us back very badly with north korea, even now. i asked him,'what the hell were you thinking?'he had no answer and just apologized. that was early on, i should have fired him right then & there!","the wall street journal always'forgets'to mention that the ratings for the white house press briefings are'through the roof'(monday night football, bachelor finale, according to & is only way for me to escape the fake news & get my views across. wsj is fake news!","congresswoman jackie walorski ( is doing an incredible job for indiana. she fights for small businesses, the economy, and our incredible military and vets! jackie has my complete and total endorsement!","getting ready to land in the great state of arizona!","congressman buddy carter ( keeps fighting for the incredible people of georgia. buddy has my complete and total endorsement! vote for buddy!","white house news conference at 6:45 p.m. eastern. thank you!","actually, a great book by a great and highly respected historian, doug wead!","the national guard has arrived on the scene. they are in minneapolis and fully prepared. george floyd will not have died in vain. respect his memory!!!","because the t.v. ratings for the white house news conferences are the highest, the opposition party (lamestream media), the radical left, do nothing democrats &, of course, the few remaining rinos, are doing everything in their power to disparage & end them. the peoples voice!","happy birthday to the great cindy adams of the new york post. cindy is 90,but looks 39 to me. she is going strong!","lisa scheller ( will fight for the incredible people of pennsylvania in congress! she strongly supports our military, vets, small businesses and the second amendment. lisa has my complete and total endorsement!","the last administration presided over the closing of the space shuttle and almost all of the giant facility that keeps so many people working, so many brilliant minds going. people were crying. they were devastated. but now it's the greatest of its kind anywhere in the world and will get greater and greater with years to come. i promise you that.","doing more than anybody else anywhere in the world. nothing funny about that, jon.","china has also unlawfully claimed territory in the pacific ocean, threatening freedom of navigation and international trade. and they broke their word to the world on ensuring the autonomy of hong kong.","i also like money going directly to people. it's not their fault that this happened.","we're close to finalizing the second partnership through which a u.s. manufacturer would convert its existing plant to produce over 10 million additional swabs per month. and we should be ready to announce this in a very short period of time.","hopefully it'll keep going as it was pre-the chinese plague coming in because when the plague came in, the whole thing changed. so i have to build it. once i built the greatest economy in the history of this country and the history of the world, and now i'm doing it again and we'll top it and we'll top it very soon.","i mean, if you took a number and cut it half, and half, and in half again, you'd end up at 500,000 people okay? if you want to make a very conservative guesstimate. five hundred thousand people is not acceptable. is that a correct sort of an analogy?","instead of saying and we offered this to him:no, no, we will take the conversation where, fortunately, we had that transcript. if we didn't have a transcript with the kind of deception and dishonesty that were practiced by the democrats, i might not be standing here right now. okay? fortunately, we had a transcript and it was a perfect transcript, because even the lieutenant colonel admitted it was correct. okay?","and that's a good thing and a bad thing. here's what's bad about it. we tested i think, 20 some odd million people now, right? no country is even close to that. you look at 4 million, maybe 5 million in germany, no country's even close to 20 million. the problem is when you test, you're finding cases, you're finding kids that had it and you know, etc, etc.","but seems to be very safe. but that study was a phony study put out by the va.","you don't leave and then write a book. and he's got, you know, i think he's got a lot of legal problems for doing it. i think he's got probably a lot of legal problems. he should not have done what he did. but you don't leave the office and go out and write a book about a current administration that's doing well, but about a current administration.","probably the greatest month we've ever had. i guess, if you look at the charts, we were we gave the charts to the fake-news media; they have them. and probably the greatest month we ever had in terms of that. and we haven't even started yet because new york is closed, which is starting to open. and california is essentially closed but starting to open.","china has to spend almost $250 billion on purchasing our products, $40-to $50 billion with our farmers. and the bernie sanders people are big believers on what i'm saying on trade. and i got a lot of them in the last election.","now, all of a sudden, i think you know very well, we've taken in tens of billions of dollars. i helped the farmers by giving them, two years ago, $12 billion all coming from china and we had plenty leftover too. and then the following year, $16 billion. and this year, we're also going to help our farmers. but nobody has ever done a thing like that. because they were targeted unfairly by china.","my administration continues to execute our massive military operation to supply our hospitals with equipment they need, and beds, if necessary. but it looks like we're totally covered on beds. we have plenty of beds. it's highly unlikely that would be bad news if we needed more beds. but it looks like it's going just the opposite direction.","they could have stopped it in china. and they did stop it going into china, for the most part, but they didn't stop it. beijing had a little bit of an outbreak, i understand, recently, but i would view that as somewhat different. they stopped it from going into china, but they didn't stop it from going to the u.s. and the world.","but all i did was endorse a candidate that's highly qualified a very respected person and all hell broke loose as soon as i did that.","so we're doing something very dramatic, and there's never been there hasn't been anything like what we've done since this a mobilization since world war two.","and one of the reasons we chose your state, as you know, kevin, was that you've done so so well with the covid.","so we're giving maine back a big part of its history, a big part of its industry, and we're giving you back your fishing rights to 5,000 miles of square miles that's a lot. boy, that's a big chunk. that's a big chunk of water, isn't that right?","every one of the workers in this project volunteered to take part in the greatest industrialization and mobilization project that our society has done, the american people have done in our lifetimes.","we don't want we i had one restaurant owner come up to me and say, sir, you know, i'm going to be opening up, but if i distance too much, i have 50 percent of the restaurant i had. and i said, and you'll also have a worse atmosphere. we want to be back where we can have we want it to be the way it was, because the way it was is the right way. we can't have somebody with a half a restaurant. you understand. he got 175 seats; now he's got half. that's not going to pay the rent or whatever.","no, i don't want to put a timescale because then the the media, the so-called so-called media lamestream media will say, he said a time. i don't want to say times, because every time i say a time, if you don't hit it, they'll say so i don't want to talk about time.","he got hit like everybody else. they went about it differently than us. i closed down from china, i closed down from europe, and we did a lot of close-downs. we had to close down from brazil. you're asking about brazil; we closed down, as you know, the other night from brazil.","we had to close down. we did the right thing. we closed it down and we saved millions of lives.","on tuesday, we announced $315 million in federal funding for michigan to increase testing and contact tracing and disease surveillance. so we're going all out. we want to make sure everything is absolutely perfect.","people that were in that room will tell you i think there were 21 people i was the only one in the whole room that wanted to do it. fortunately, i was the one that counted for that purpose. we put on a ban because i was reading bad things about china.","and today, 750,000 new protective gowns landed in dallas, texas, as a result of a partnership led by the federal government, dupont, and fedex. and that's been a great partnership. that's worked very well. so we have 600 and and we have 750,000 new protective gowns. and these are at a high level very high quality.","using our emergency public health authorities, we prevented a coronavirus catastrophe on the southern border, shutting down human smuggling and swiftly returning the crossers we call them crossers. they cross now, and we bring them right back. in the old days, it would take years to get them back. they wouldn't get them back. other administrations, like the previous administration, essentially didn't bring them back.","i said the other night, there are so many names to this. i could name 19 names, like corona-19.but i could name 19 names.","the true conservative republicans around this table, of which there are about seven seven solid but i still like the other ones, too. but they would say that they would say that's music to their ears, right?","so we've done 25 million tests. that means we show a lot of cases and that's all fine, but it makes us look bad, even though it should make us look good.","you have other people where the company is the same size, but you have 2,000 owners. what do you think of that?","you won't have a second amendment, you won't have religious liberty, you won't have anything. this i used to say, the other election the last election 2016,that you're a part of. i used to say that that was the most important election. i think it's superseded now because they've gone stone-cold crazy and they will do things that you wouldn't believe.","they said to me, what was the toughest...-friends of mine what's the toughest country to deal with? who is it? is it china? is it russia? could it be north korea? i said, no, it's the united states of america. the toughest country to deal with because we have schumer and pelosi and people that are bad people that i honestly believe don't love our country.","so, our conservation rules are they overly tough or are they ridiculous? because other countries don't have any conservation rules, right? most other countries.","we have you know who is in charge of it? honestly? i am. i'll tell you, i'm really in charge of it. i could say somebody else. i will say, we're dealing with, as you know, the general and the admiral. they're very much in charge. but i think probably, more than anything, i'm in charge. and i'm the one that gets blamed. and i get blamed anyway.","so again, when we have cases we have more cases than anybody else does anybody really believe that we have more cases than china? but they don't talk about numbers like this. and other countries. but we report everything.","these are high-quality ventilators. we had a choice:we could do inexpensive, less productive ventilators or high-quality. we've done a high-quality ventilator.","mike pence went out to a factory in wisconsin just the other day, three days ago. and he came back; he could not believe how incredible the factory was. they're making thousands of ventilators every couple of months. thousands.","so, a lot of progress is being made on a vaccine. but you never know, right? you never know. you know, with sars, they didn't come up with a vaccine. and sometimes they don't, and sometimes they do. i will say this:i don't think there was the same effort because a lot of people don't know what sars is and some people do. but but they do come up with vaccines.","montana will begin lifting restrictions on friday. ohio, north dakota, and idaho have advised non-essential businesses to prepare for a phased opening starting may 1st.","you see what we've done on ventilators. we're now we're the kings. i have many countries calling. we're the king of ventilators. countries are calling, and they're calling all the time now can we help them with ventilators. and we are helping some countries. we spoke to a number of them today:indonesia, honduras, el salvador. we spoke to numerous countries today. you probably saw that.","we were doing the greatest we had the greatest economy we ever had, the greatest job numbers we ever had, the greatest of everything. there wasn't a thing where we weren't number one. we were beating them and they were having a tough year. sixty-seven. it was one of the worst years they had in 67 years. and we were doing great. and then they said there's a plague coming over from china. here it comes. what a disgrace. what a disgrace. and now you saw, last week, the jobs numbers, the biggest ever. you saw the retail sales numbers, the biggest ever. number one.","we have done a tremendous job in the state of michigan not only in terms of bringing autos back and auto productions back, but also in terms of fighting the virus. we're fighting it, and we're fighting it very, very hard. it came from china. we're not happy about it. we just signed a trade deal. the ink wasn't dry and, all of a sudden, this floated in. we are not going to take it lightly.","we have tests that they don't even think of, other countries. you know, you hear about south korea. they're always congratulating me and the great job i've done with testing, but the media, the fake news, doesn't get the word out. that's why it's good to speak to you.","i saw what happened in dallas where they kicked the guy to death. i don't know if he died or not, but if he did, this it's a miracle what they did to him. they were kicking him. like, i've never seen anything like it in my life.","so that's the only thing, because you must go back and torture yourself with where did.","but you had a quarterback, drew henson, who was actually the starter, and he signed with the yankees","by the way, president of ukraine, foreign minister said, he did nothing wrong. and over that, with 196 to nothing vote by the republicans not one dissenting republican vote dishonest democrats impeached a president of the united states. that man is a disgrace to igs.","well look how tough i've been on huawei. nobody has been tougher than me on huawei. look at what's going on with huawei. i mean, we've convinced other nations not to do business with them. whether it's u.k. or italy or others. we can give you all the list. nobody has ever been so tough on a company as i have to huawei... so, nobody has been tough on huawei like me, and there's nobody been tough on china like me. now, i don't know what bolton has said.","so the good part about that is if you do go out, and if we do want to do stimulus or whatever we want to do, we're borrowing at zero and the dollar is very strong.","and other companies, other countries want to be in our currency. so we're we're getting all of the investment wanting to come into the dollar. the dollar is the strength. the dollar is the whole ballgame. we have a strong dollar. other currencies are going down way, way down in some cases.","but we're going to have a tremendous success. i did it once. we had the greatest numbers we've ever had.","you know, john bel edwards is the governor there. we worked very well with him in louisiana. that was a surprise because it sprung up from nowhere. it just came from nowhere. so i don't know. i think we've gotten really along. i got along very well with andrew cuomo, really.","but what happened is there was a lot to start off with, and then you had the virus, and it knocked the hell out of the market, it in terms of demand. so there's no demand and there's tremendous supply.","china was way early and they're getting under control just now. and europe was way early, and they're getting under control. we followed them, with this terrible china virus, and we are likewise getting under control. some areas that were very hard-hit are now doing very well. some were doing very well, and we thought they may be gone and they flare up, and we're putting out the fires. but other places were long before us, and they're now it's like life; it's got a life. and we're putting out that life, because that's a bad life that we're talking about.","following the announcement of our reopening guidelines, there have been some very partisan voices in the media and in politics who have spread false and misleading information about our testing capacity it's totally false and misleading demonstrating a complete failure to understand the enormous scope of the testing capabilities that we've brought online. and we started, really, from ground zero. we started from really being very, very outdated and obsolete as a country, from the past.","it was a disgrace that they could get away with a thing like that where they took it to that level over something that was there was nothing done wrong.","well, $273 million a lot of that's going to go toward trying to solve that problem. it's a problem that can be solved.","but i've dealt with a lot of different countries and i will say that no the respect for silicon valley and our tech companies there's nobody even close to our tech companies. they can't catch them. so they try and buy them, but we sort of put an end to a lot of that.","it probably ended the first world war because the soldiers were all getting sick. it was the worst the world has ever seen that we know of. we have something that's different. it's not as powerful, but it's far more contagious.","a couple of people have told me deborah, you told me that if we didn't shake hands, the incidence of flu flu is a big deal also and that flu might be cut down in half. who knew that shaking hands was such a bad thing? i felt it. i mean, i always felt it. and, you know, i was never to a point where i can't shake somebody's hand. i knew people like that too. but there aren't too many of them.","they get attacked violently by this horrible disease. china should have china should have kept it where it was. they could have easily stopped it. they either lost control. they either suffered great incompetence. something happened, or i don't know the worst thing would be is if they knew this was going to happen, because, other than just, tonight, i heard and yesterday, they it hit beijing, to a certain extent.","i can only say that i go 20 hours a day and i'm all over the place, and everybody really says it. and what i've done is it does take a lot of it takes a lot of energy. takes a lot of energy, and if you don't have a lot of energy, you're not going to be a good president. i really believe that, you need a lot of energy to do this job.","police officers run straight toward this incredible harm. take the world trade center:they ran straight into the twin towers of 9/11.many of them never returned. never returned. vast numbers of new york's finest never returned.","so you're going to have more tests. if we do 3 million, everyone would say, oh, we're doing great, you know, in terms of cases. we're going to have more cases. if we did 3 million maybe that's what we should've done. i said if i would've done 3 million, they'd say, oh, they have very few cases. united states is doing well.","but if you remember, when i first came in, we didn't have ammunition. not a good way to fight a war. president obama left us no ammunition. okay? and he left us virtually no medical and ventilators. he left us the cupboard was dry, right? the cupboard was dry.","but when you send out 7.7 million mail-in ballots, there's forgeries, there's, frankly, duplication where they print ballots on the same kind of paper with the same kind of machinery and you can't tell the difference. and they send in thousands and thousands of fake ballots. and i'll tell you what:this nation can't be going down that path because it's a very dangerous path to go down.","we just sent a big transit package to new jersey. i just spoke to the governor of new jersey, who is a terrific person, by the way, i have to tell you. and i just told him, a lot of money is coming your way for the transit. and also, i spoke with the governor of new york, governor cuomo. we just had a conversation yesterday. we're sending them a lot of transportation money. so it's important. but we've had a very good relationship working with all of the states regardless. all of the states.","i had a good talk with the governor of georgia.","the democrats want to increase everybody's taxes by a lot. they want to do things that are going to be a disaster, regulations all over the place. and if you do that, you're going to have a crash, and it will crash like crazy. and that's one of the reasons that the stock market right now would be up even more if there was no possibility that a guy like biden, that has no idea, he's had 47 years of failure. everything he's touched it's been a failure. and if he got in, you will have, mark my words, a crash.","but i then made a speech and it was a speech about the rocket, and i devoted 25 percent of the speech probably to what happened or more to what happened with respect to george george floyd, and it was and then you listen to this, he doesn't talk about george floyd. the rocket went off, i then i made a speech, and i talked about george floyd, but they said he didn't talk about george floyd.","we did 25-plus 25 million tests. think of that:25 million. if you look at other countries, they did 1 million, 2 million, 3 million. big countries. we did 25 million. way more by double, triple, quadruple any other country. therefore, with tests, we're going to have more cases. by having more cases, it sounds bad, but actually what it is, is we're finding people. many of those people aren't sick or very little. you know, they may be young people.","they call them cases. and that's only because our testing is much better.","scientists at the nih began developing the first vaccine candidate on january 11th think of that within hours of the virus's genetic code being posted online. so, january 11th. most people never even heard what was going on january 11th. and we were out there trying to develop a vaccine, not even knowing what we were up against.","we tested now 6.5 million people. the next highest is i think it's 2.5 million people, either germany or south korea. and south korea thinks we have done an incredible job.","so the percentage of veterans reporting that they trust the va and the va services is now the highest in the history of the service. satisfaction with the va outpatient care has reached 89 percent, and we're not going to rest until we have it at 100 percent, robert.","now, if you look at some of the reports that came out from italy, that came out from france, that came out from other a lot of our frontline workers take it because it possibly, and i think it does, but you know, people are going to have to make up their own mind. plus, it doesn't hurt people. it's been out on the market for 60 or 65 years for malaria, lupus, and other things. i think it gives you an additional level of safety.","also, we'll encourage pilot programs that allow social workers to join certain law enforcement officers so that they work together.","remember, when he was on laura two weeks ago, the whole world got shaken up. he just gives a very simple he's a very cool guy actually. you know, he gives like simple answer, then laura, who's great, she goes the she goes on to the next question, then she goes, whoa, wait, what did you just say? you know, she goes back because he gave a very strong answer two weeks ago, and yet he said so beautifully and he carries a big stick.","in previous decades, politicians shipped away our jobs, outsourced our supply chains, and offshored our industries. they sent them abroad and we're bringing them back. and we've been doing that long before this crisis. we're bringing them back. that's why we have so many plants being built all over the united states that make a beautiful product called cars. bringing them back. you see it.","they're paying a lot of money. what what's this thing about? and the father is there saying, get rid of the prosecutor. if you don't get rid of the prosecutor, forget it. was it $2 billion? you're not going to get it.","so, therefore, people want to invest. if we do a bond issue to do infrastructure, everybody wants a piece of that issue, even at zero interest.","how about ulysses s. grant? they want the confederate soldiers. but all of a sudden, they go after grant. but he's the one that defeated the confederate soldiers. so what's that all about?","canada has been very tough. very tough. you know why? because they got away with it. that's all. because people sitting here didn't know what the hell they were doing.","almost $40 a barrel, a couple of months ago it was zero and we were going to lose 10 million energy jobs, 10 million jobs. so, texas and oklahoma and north dakota and many other states would have been hurt. now, you think you're going to be hurt there, you try putting aoc in charge of your energy. that will make the pandemic look like child's play to the people in energy.","we did the right thing. we closed it up. we would have lost millions of lives. we've done a historic thing. we would have lost millions of lives.","but despite that, if you look despite an illegal witch hunt and that's what it was:it was a hoax; it was a witch hunt. the russian thing was a made-up, fabricated story. just like they went to congresswoman kelsey gabbard i don't know her at all and they said, you're a russian agent. i don't know her, but i know she's not a russian agent. then they went to dr. jill stein, of the green party. they said she's a russian agent. i don't know her at all. i know she's not a russian agent.","a lot of this equipment is coming.","last year, we were able to add poland to the visa waiver program. and they wanted that very badly, and we gave it to them because they really deserve it. it's a testament to poland's vigilant efforts to uphold the rule of law.","following our use of the defense production act, gm announced that its first ventilators come off the assembly line in kokomo, indiana a great place. they did it in 11 days, from start to finish, a remarkable testament to the ingenuity of the american worker. gm will ship over 600 ventilators this month alone, with thousands more to come. and we have other companies doing something similar.","they do get orders for a lot more than sometimes we think an area needs. generally speaking, we like to either negotiate that down or give it to them as they want.","they're closing one or two of the plants, actually.","and we had the drugstores stocked with the medicine, and that's fantastic.","you don't see the problem in minnesota now at all not even a little bit. you take a look at a great city it just a great, great city, minneapolis and it was under sees like nobody has ever seen where people are running from a police department, they great police and they were told to, they didn't want to run, they were told to. it's bad bad governing and i am not blaming the governor, i am blaming the mayor but we want to get all of this finished.","somebody said that a certain person i won't tell you, but a certain person said this will happen. and that's true. the problem is that person never did anything about it previous administrations. in previous admin-they never did anything about it.","he reported on a conversation that didn't happen, just like shifty schiff. shifty schiff went up before congress, and because he has immunity in other words, you can't put them in jail be-if he lies in front because they have immunity in the halls of congress, in the great hall. so he made a statement that was totally different from what i said.","and a lot of things like the paris accord the paris accord basically took your wealth away. it didn't give you the advantage. and i said, i won't sign it, because it took the wealth of this country away because they didn't want us to use our energy. they didn't want us to use our our great asset.","a lot of our frontline workers take because it possibly, and i think it does, but you know, people are going to have to make up their own mind.","and im endorsing you also lacy, you truly deserve it. you are doing a great job, and omar is a disaster who wants much higher taxes, hates our military & our vets, demands open borders, and is fighting to take away our great 2nd amendment. good luck lacy!","congresswoman carol miller ( is a tremendous advocate for the people of west virginia! she fights for our coal miners, the second amendment and for lower taxes. carol has my complete and total endorsement!","please study this closely. we saved many lives with our fast action on coronavirus!","im proposing a $50m award to from to reconstruct the tropicana avenue/i-15 interchange. so important for improving and reducing traffic in this booming area!","intel chief releases info on unmasking of flynn to capitol hill via","its a terrible situation, and i blame the leaders of those cities. the president of the united states has fought through a lot of different things since hes been in office, and to be honest with you, hes done one hell of a job.","please let this serve as my complete and total endorsement of a great fighter and ally in north carolina, she is strong on crime, borders, military, our great vets & 2a. she will be a great help to me in dc. early voting starts today. we need lynda bennett!","john kelly didnt know i was going to fire james mattis, nor did he have any knowledge of my asking for a letter of resignation. why would i tell him, he was not in my inner-circle, was totally exhausted by the job, and in the end just slinked away into obscurity. they all want to come back for a piece of the limelight!","sleepy joe biden refuses to leave his basement sanctuary and tell his radical left bosses that they are heading in the wrong direction. tell them to get out of seattle now. liberal governor is looking the fool. law & order!","be sure to watch, witch hunt, the flynn vindication hosted by the very knowledgeable on tonight at 8:00 p.m. this is yet another part of the greatest criminal hoax in american history!","sorry fake news, its all on tape. i banned china long before people spoke up.","he cannot pass the test i'aced'. he should give it a try!!!","senator of iowa has a new book, daughter of the heartland:my ode to the country that raised me. the first female combat veteran elected to serve in the u.s. senate joni is as tough as they come and a true inspiration for women everywhere. get her book today!","he cannot pass the test i aced. he should give it a try!!!","john james will be a great senator for michigan!","thank you to harvard and all others!","many testing sites are, and have been, open & available. just passed 5 million tests, far more than any other country in the world. in fact, more than all other major countries combined! don't believe the fake news!",". dems say president trump is trying to open the united states economy too quickly, but, if i took even a little more time, they would loudly chant that i am moving too slowly. just political talking points for them. for me its about lives & the future of our country!","i've done more for black americans, in fact, than any president in u.s. history... the possible exception of another republican president, the late, great, abraham lincoln...and its not even close. the democrats know this, and so does the fake news, but they refuse to write or say it because they are inherently corrupt!","just watched mike wallace wannabe, chris wallace, on i am now convinced that he is even worse than sleepy eyes chuck todd of meet the press(please!), or the people over at deface the nation. what the hell is happening to its a whole new ballgame over there!","the men and women of the national guard have been doing a great job fighting the coronavirus. this week, i will extend their title 32 orders through mid-august, so they can continue to help states succeed in their response and recovery efforts.","colin powell, a real stiff who was very responsible for getting us into the disastrous middle east wars, just announced he will be voting for another stiff, sleepy joe biden. didnt powell say that iraq had weapons of mass destruction? they didnt, but off we went to war!","96% approval rating in the republican party. thank you! also, just out, highest ever approval rating overall in the new gallup poll, and shows trump beating sleepy joe biden.","our economy is roaring back and will not be shut down. embers or flare ups will be put out, as necessary!","congressman is a tremendous fighter for the great state of ohio! he is tough on crime, our border, second amendment, and helps us combat illegal drugs! david has my complete and total endorsement!","thank you frank. fredos ratings are really bad, more than 50% down. a loser!!!","corrupt joe biden has confirmed that he would give unlimited healthcare to illegal immigrants. this would break our system and bring millions of people to the usa.","congressman hal rogers is doing a tremendous job for the people of kentucky! he is strong on the border, life and always protects your second amendment. hal has my complete and total endorsement!","congressman is doing a great job for the people of ohio! he will always protect your defend our borders, and support small business a great supporter of the agenda. troy has my complete and total endorsement!","first the fake news media said that its not fair for the president of the united states to be giving news conferences, but it is the only way i can reach the american people, as seen in the below poll.","mattis was our countrys most overrated general. he talked a lot, but never brought home the bacon. he was terrible! someday i will tell the real story on him and others-both good and bad!",". & msdnc are doing everything possible to'inflame'the crowd. fortunately they have a very small audience!","we have informed both india and china that the united states is ready, willing and able to mediate or arbitrate their now raging border dispute. thank you!",". oh bye the way, i appreciate the message from former president bush, but where was he during impeachment calling for putting partisanship aside. he was nowhere to be found in speaking up against the greatest hoax in american history!","thank you my friend. america loves india!","trump team should get'a lot of credit'for fast coronavirus stimulus:cbo","the number of new yorkers admitted to hospitals has dropped. good news!","harvard should give back the money now. their whole endowment system should be looked at!","really great numbers by any standard-unbelievable! joe go it right also!","this is the letter sent to dr. tedros of the world health organization. it is self-explanatory!","mail-in voting will lead to massive fraud and abuse. it will also lead to the end of our great republican party. we can never let this tragedy befall our nation","burgess owens, utah. we werent to sure in 2016,but we voted for the right person to take us through this process. thank you burgess. working hard!","a blow to her head? body found under his desk? left congress suddenly? big topic of discussion in florida...and, hes a nut job (with bad ratings). keep digging, use forensic geniuses!","sleepy joe biden and the radical left democrats want to'defund the police'. i want great and well paid law enforcement. i want law & order!","just out, highest ever approval rating overall in the new gallup poll, and shows'trump beating sleepy joe biden.'","this is no longer about peaceful protesting, this is about angry, violent, criminal mobs taking over certain (democrat run) cities. it is a lack of political leadership in that city. chad wolf","sleepy joe bidens people are so radical left that they are working to get the anarchists out of jail, and probably more. joe doesnt know anything about it, he is clueless, but they will be the real power, not joe. they will be calling the shots! big tax increases for all, plus!","looks whats going on here. where are the protesters? was this man arrested?","thank you cowboys. see you in new mexico!","vote by may 12th! his opponent voted to fire teachers, and cut their salaries while bumping up her pay. now shes mocking our great vets! we need navy fighter pilot mike garcia in","congressman joe wilson is a champion for the people of south carolina! he served our country as a colonel in the army, and now he serves our military & vets in congress. strong on the and border security! joe has my complete & total endorsement!","nyc is cutting police $s by one billion dollars, and yet the is going to paint a big, expensive, yellow black lives matter sign on fifth avenue, denigrating this luxury avenue. this will further antagonize new yorks finest, who love new york & vividly remember the horrible blm chant, pigs in a blanket, fry em like bacon. maybe our great police, who have been neutralized and scorned by a mayor who hates & disrespects them, wont let this symbol of hate be affixed to new yorks greatest street. spend this money fighting crime instead!","congressman is working hard for the people of kentucky! he fights for his fellow farmers, and is strong on trade, cutting taxes, and the second amendment. jamie has my complete and total endorsement!","thank you frank. its abc fake news. they knew they were wrong when they went with this hoax of a story!","they are one of the worst in the news business. total slime balls!","these are organized groups that have nothing to do with george floyd. sad!","i have authorized the federal government to arrest anyone who vandalizes or destroys any monument, statue or other such federal property in the u.s. with up to 10 years in prison, per the veterans memorial preservation act, or such other laws that may be pertinent.... this action is taken effective immediately, but may also be used retroactively for destruction or vandalism already caused. there will be no exceptions!","looting leads to shooting, and thats why a man was shot and killed in minneapolis on wednesday night-or look at what just happened in louisville with 7 people shot. i don't want this to happen, and thats what the expression put out last night means. it was spoken as a fact, not as a statement.","defunding police would be good for robbers & rapists.","great new book just out by the former director of ice, tom homan:defend the border and save lives:solving our most important humanitarian and security crisis. great guy, get your copy today!","thank you to william perry pendley of the bureau of land management. great job on describing some of the most beautiful land in the world!","mexico must take control of this very big problem!","chaos, lawlessness, and destruction take over new york. when will governor cuomo call the federal government for help?","im not running against sleepy joe biden. he is not even a factor. never was, remember 1% joe? im running against the radical left, do nothing democrats & their partner, the real opposition party, the lamestream fake news media! they are vicious & crazy, but we will win!","minneapolis city council unanimously approves proposal to disband police. the democrats would do this all over the u.s. it would be a disaster for safety & security!","republican ags come out in force against defunding police","95% approval rating of president trump in the republican party.","very troubled by durham probe findings. a.g. bill barr","it is amazing that i became president of the united states with such a totally corrupt and dishonest lamestream media going after me all day, and all night. either i'm really good, far better than the fake news wants to admit, or they dont have nearly the power as once thought!","as i have said for a long time, dealing with china is a very expensive thing to do. we just made a great trade deal, the ink was barely dry, and the world was hit by the plague from china. 100 trade deals wouldnt make up the difference-and all those innocent lives lost!","if i wasn't constantly harassed for three years by fake and illegal investigations, russia, russia, russia, and the impeachment hoax, id be up by 25 points on sleepy joe and the do nothing democrats. very unfair, but it is what it is!!!","soon heading to west point graduation to give the commencement address. will be shown live on plus. enjoy!","sleep joe bidens people are so radical left that they are working to get the anarchists out of jail, and probably more. joe doesnt know anything about it, he is clueless, but they will be the real power, not joe. they will be calling the shots! big tax increases for all, plus!","congressman adrian smith is a strong fighter for nebraska. he fights for your second amendment, defends our borders, strengthens our military and loves our vets! adrian has my complete and total endorsement!","sleepy joes representatives have just put out an ad saying that i went to play golf (exercise) today. they think i should stay in the white house at all times. what they didnt say is that its the first time ive played golf in almost 3 months, that biden was constantly vacationing, relaxing & making shady deals with other countries, & that barack was always playing golf, doing much of his traveling in a fume spewing 747 to play golf in hawaii-once even teeing off immediately after announcing the gruesome death of a great young man by isis!","how brilliant are our farmers? thank you real talent!","the opposition party (lamestream media) and their partner, the radical left, do nothing democrats, have put their political game plan in full swing. whether he is right or wrong, it doesnt matter. criticize trump for everything, and dont let the public see biden. hide him.","vote by may 12th! his opponent voted to fire teachers, and cut their salaries while bumping up her pay. now shes mocking our great vets! we need navy fighter pilot mike garcia in","on national former prisoner of war recognition day, we honor the more than 500,000 american warriors captured while protecting our way of life. we pay tribute to these patriots for their unwavering and unrelenting spirit!","vote by may 12th! his opponent voted to fire teachers, and cut their salaries while bumping up her pay. now shes mocking our great vets! we need navy fighter pilot mike garcia in",". ceo mark zuckerberg is today criticizing twitter. we have a different policy than twitter on this. i believe strongly that facebook shouldnt be the arbiter of truth of everything that people say online. did twitter criticize obama for his you can keep your dr.?","why are the democrats allowed to make fake and fraudulent ads. they should be called out. they did nothing when they had the chance. i have done far more than any president in first 3 1/2 years!","probably just another phony times hit job, just like their failed russia hoax. who is their source?","i am a big fan of drew brees. i think hes truly one of the greatest quarterbacks, but he should not have taken back his original stance on honoring our magnificent american flag. old glory is to be revered, cherished, and flown high we should be standing up straight and tall, ideally with a salute, or a hand on heart. there are other things you can protest, but not our great american flag-no kneeling!","if biden had any passion or respect for law enforcement, he kept it well hidden in his philadelphia address. he criticized cops far more than he did arsonists & looters. michael goodwin,","crazy nancy pelosi deleted this from her twitter account. she wanted everyone to pack into chinatown long after i closed the border to china. based on her statement, she is responsible for many deaths. shes an incompetent, third-rate politician!","im proud to commit $40.9m in funding to milwaukees east-west bus rapid transit project. bringing modern transit to the regions most critical corridor and spur millions in economic development. love wisconsin!","we did a great job on coronavirus, including the very early ban on china, ventilator production, and testing, which is by far the most, and best, in the world. we saved millions of u.s. lives.! yet the fake news refuses to acknowledge this in a positive way.","the united states cannot have all mail in ballots. it will be the greatest rigged election in history. people grab them from mailboxes, print thousands of forgeries and force people to sign. also, forge names. some absentee ok, when necessary. trying to use covid for this scam","boltons book, which is getting terrible reviews, is a compilation of lies and made up stories, all intended to make me look bad. many of the ridiculous statements he attributes to me were never made, pure fiction. just trying to get even for firing him like the sick puppy he is!","the only thing we got wrong is that it was even worse (the corruption) than we thought. dirty cops!","just finished dinner in bedminster, new jersey, with governor phil murphy ( and his wonderful wife, tammy. talked about many things, including the opening of the beautiful garden state, getting people back to work, and rebuilding americas infrastructure with projects like the portal north bridge, which i have given authorization to proceed!","if the fake news opposition party is pushing, with all their might, the fact that president trump ignored early warnings about the threat, then why did media & dems viciously criticize me when i instituted a travel ban on china? they said early & not necessary. corrupt media!","thank you tammy. you have quickly become a great voice for freedom!","democrats & activists call to defund police departments. theyve gone so far left that they eat their young.",". is a fighter for virginia, and we need him back in congress! he served our country as a navy seal, and he is strong on the border, military, and the second amendment. scott has my complete and total endorsement!","seattles chop is just the latest example of liberal (democrat) cities caving to lawlessness.","republicans feel that social media platforms totally silence conservatives voices. we will strongly regulate, or close them down, before we can ever allow this to happen. we saw what they attempted to do, and failed, in 2016.we cant let a more sophisticated version of that happen again. just like we cant let large scale mail-in ballots take root in our country. it would be a free for all on cheating, forgery and the theft of ballots. whoever cheated the most would win. likewise, social media. clean up your act, now!!!!","im designating $56.8m to to construct a redesigned interchange at i-95 and sr 896 in new castle county. huge improvement for traffic flow and safety in this important area!","a great senator. must return to washington. steve has my complete & total 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asked that the department of justice expedite the federal investigation into his death and do it immediately, do it as quickly as absolutely possible. it's a local situation, but we're also making it into a federal situation. and it's it's a terrible thing. we all saw what we saw, and it's very hard to even conceive of anything other than what we did see. it should never happen. it should never be allowed to happen, a thing like that.","going before the virus, china had the worst year they had in 67 years....sixty-seven or so years, the worst economy they've had the worst they've, almost on record, that they've ever had, because of my negotiators and because i taxed them on the product that the last year because of my negotiations and because we taxed them on the product that they brought in.","brian, if this were a republican and if this were 25 people would be in jail for 50 years. they would be in jail for 50 years and it would have happened two years ago because everybody knew this was a hoax. i called it the russian hoax, and russia, russia, russia. and some of the people in your network","hello everybody. we'll be going to the space center, we're going to be, hopefully, seeing a great launch. it's about a 50/50 shot, but it's important, i think, as president to be there. what we've done with nasa is amazing, and we brought it back from the dead. it was not essentially functioning, and now it's one of the great centers in the world.","we're going to oklahoma. and if you think about it relative to your question, think about it as a celebration. don't think about it as an inconvenience. think about this as a celebration, not as this will be.","one of the things that was very interesting you probably saw it; we put it out before though was sweden. and you compare the deaths in sweden to denmark and finland and norway and you know, i hate to say it, but the deaths are very, very substantially higher in sweden because they've used that as an example. brazil is very high, if you look at what's gone on the graph graphically very, very high. very straight up, almost. right, deborah? very straight up.","i did this big thing. i love them. i'd love them. they're incredible and they do. i said, general, i've got myself a problem, general, because i'm wearing leather bottom shoes, which is good if you're walking on flat surfaces. it's not good for ramps. and if i fall down, look at all those press back there, look at that.","well, there's been a big change. number one, we had to save millions of lives, which we've done with the shutdown. so, we had the greatest economy in our history. we had the greatest economy in world history. no country has ever done better than what we were doing just a number of months ago. and we had to turn it off to save a lot of lives, which we've done, and now we're opening it up again.","good program. you saw the beautiful rocket three weeks ago go up, beautiful. we will defend privacy, free thought, free speech, religious, liberty, and the right to keep and bear arms. and when you see those lunatics all over the streets, it's damn nice to have arms. interesting, how all of a sudden, people understand that, right?","and i will say i feel much different today than i did two or three days ago, and i think the world does. we spoke to a lot of leaders. the world feels that we're really leading a path of optimism. the european union is having a lot of difficulty. you know, you take a look at what's going on with the european union; it's having tremendous difficulty.","no, i have a good relationship with kim jong un. that's not a bad thing to have a good relationship. obama wanted a relationship; he wouldn't meet with obama. wouldn't meet with him. okay? i have a good relationship with him.","so we're looking at the very strongly, but on the thrift fund, you know, it's run by the obama appointments, right. and we said you got to do this, and we're going to find out whether or not they're going to do it very soon, and if they're not we're going to replace them very quickly.","this country would be in such trouble. i will this, i've never seen spirit, not even last time, not even in 2016,because then they didn't really know. they didn't know exactly, you know, i didn't do it yet politically and now i've done it with the tax cuts to regulation, cuts the rebuilding of the military, space force, all of the things that we've done.","but, again, we are the greatest fighting force in the world. we're not a police force that's going to stay around, and police the streets, and check out the red lights and traffic. it's not what we're supposed to be doing. been there a long time.","by having more tests, we find more cases.... the reason we have more cases than other countries is because our testing is so much.","we made a great deal with south korea. we made a great deal...the south korea deal was a terrible deal and we made it good. hillary clinton actually made that deal. she said,'it's going to produce 250,000 jobs.'and she was right; it produced 250,000 jobs for south korea, not for us. wasn't too good, was it?","it's a very tough situation. we're talking to india. we're talking to china. they've got a big problem there. they've come to blows, and we'll see what happens. we'll try and help them out.","all you need now is a signature of the governor. and those millions of gallons of wasted water going into the pacific, that's like a drop in the bucket. it doesn't mean anything to the pacific. all of that water would come right down, all the way into los angeles.","i mean, i could even have you see the doctor over here, because white white house doctor. ask the white house doctor to come.","the federal government is also funding over 35,000 members of the national guard to help states deliver critical supplies to nursing homes and to assist with disinfecting and testing.","no, if you don't have a vaccine, if the virus is gone, we're like we were before. but having a vaccine would be a great thing. and i think we're going to get there in this case, just based on what i know, but we'll see what happens.","and saudi arabia, i think want to get it","now they're asking whether or not we could open up the ship for covid. we have given the governor of new york more than anybody has ever been given in a long time. i'll just say i was going to say in history, but in a long time. and i think he's happy.","excuse me. wait a minute. let me finish. i've heard about this for a long time pandemics. you don't want pandemics. and i don't think he was talking about a specific pandemic. he was talking about the threat of a pandemic could happen. and it could happen. most people thought it wouldn't and most people didn't understand the severity of it. this is a very severe. what's happened is very severe. but i'd let you answer that. i assume that he was talking about the concept of a pandemic.","i don't know. why didn't he do it before? he was doing right before the election.","the legislation passed by the senate yesterday and i want to thank everybody. a great, great vote. great. it's as you know, it was a unanimous vote. how often do you see that? but the legislation passed by the senate yesterday includes an additional $25 billion to further expand testing, and provides even more funding for community health centers and various forms of epidemics and pandemics. and we'll be working on that because, you know, as per a couple of your statements and questions before, we want to work on that for the future.","and when it comes to the ventilators, which are very complex, we are now building we have now, under construction, literally thousands of ventilators. so but so far, i think our projections on ventilators have been right. they've been correct.","and you have a lot of excess testing capacity. that's great.","we're double. if you add them up and double them, we've done more tests. but i can't get the press to print that, unfortunately.","testing on the plane. getting on the planes.","but this should never have happened. this should never have happened. this virus should not have spread all over the world. they should have put it out. they should have let us and other people in other countries go in and put it out. because people knew it was happening.","so, with that, i'd love to start with brian moynihan, the ceo of bank of america, who is one of the sba's first partners in implementing the paycheck protection program.","my goal is to produce everything america needs for ourselves and then export to the world, and that includes medicines. it's very important. too reliant on other countries. and i've been saying that for a long time, long before i became elected president, right? he knows. he's been hearing it.","we rebuilt our military....our military was bad. we've rebuilt our military, $1.5 trillion.","we're looking for an obvious focus in the hardest-hit regions. some of them are obvious and some aren't so obvious. they spring up. they come and they they hit you like you got hit by a club, an area that wasn't at all bothered. you look at what's going on in new jersey the governor is doing an excellent job, by the way but how that sprang up.","we haven't played too much lately. but i will say this, what we have to do is get get it open. i see new jersey is opening up their golf courses. florida is now opening up their golf courses. parks are opening. beaches are opening. at some point we have to open our country. and people are going to be safe.","so he's there right now. and i will tell you, they he's a gentleman, mike pence. a real gentleman. and they requested the democrat senators requested a phone call with him yesterday. and i think they had, for the most part, all of them on like, approximately 47.i heard it was just about all of them, whatever it might be. i don't want to be wrong by 1 or 2 or 10 and have the press say, he lied. he told a lie. terrible, terrible. whatever it was. but they have 47,and i guess most of them were on.","i said there's going to be a v. and everybody is now saying that i was right.","and essentially, the same thing by the by the, if you take a look at the senate and the house, i mean it was the same thing. look, what they've done and now they continue to do it. remember this:when you see these numbers and testing, you're probably even surprised because i watch chuckie schumer get on television, and they have sound bites.","america should not take lectures on racial justice from joe biden, sleepy joe. a man who praised and partied with segregationist, shipped millions of black-american jobs overseas, and everyone else's jobs too. by the way, if i didn't come along, we're building auto plants, we're building everything, and there's never been a comeback like we're making right now, never been.","but here's the president of honduras saying how good it was. i mean, i didn't even bring up the subject. he brought it up. so the study has to be there.","our military was totally depleted. now we have the strongest military.","he's going around, i stood up for china. no, his son walked out with $1.5 billion to manage.","if you look at secretary the secretary general, who's terrific stoltenberg he's been terrific. he's probably my biggest fan. he said,'nobody else could've done what trump did.'","in addition, my administration is committed to restoring black and hispanic communities to full economic health. they want to be healthy, economically and physically, and that's what we're doing.","in recent weeks, we've held multiple conference calls with every state, as well as with d.c. and puerto rico. we jointly developed testing projections and goals for each state for the month of may, altogether totaling 12.9 million tests. think of that:12.9 million tests.","so they closed 5,000 square miles of ocean off your coast, right? that's amazing, paul. how did you let that how did they let that happen?","i gave them the greatest regulation cuts by far in history.","i saw a group of your people yesterday, having to do with ships. you're involved in that partnership and it's fantastic, what they're doing in wisconsin. it was really a great day.","we have many things, ok. well, i've taken in billions of dollars in tariffs. and these drug companies have to get on the ball because they're going all not only to china","obamagate. it's been going on for a long time. it's been going on from before i even got elected. and it's a disgrace that it happened.... you know what the crime is. the crime is very obvious to everybody.","and by the way, i'm not the only one, a lot of people don't want and the military would like to see it not change. so, we'll see what happens but i would be against it.","you know, they've had cases where they where they stopped everybody from coming in, and all the farmers went out of business. they were literally out of business. you remember that, bret. it was not so long ago. but they it's easy you know, it's easier to stop everything cold than it is to plan it so that the farmers have the people that have been working on those farms for many years. and and that's what we're doing.","for about a week and a half.","we got a lot of televisions. it's a great plane, great everything. by the way, we ordered new ones. no president wanted to do it. they thought it was luxuries, wait a minute, air force one is 31 years old, people don't realize that. so i said, they gave me a job very early in my administration, like, how about the first week.","in the meantime, nations that are heavily infected we have a lot of nations that are heavily infected. some are getting better. some are still on the way up, unfortunately. we're keeping very strong borders with those nations. but with canada, we are talking about different things.","i said, i do too, but i'm not paying $5.6 billion and i'm not paying $4.6 billion. i said, it has to have a three on the front of it. that's a hell of a lot of money too, but it is a rather complex situation. they said, no way, no way. this was before boeing had problems by the way, but boeing's coming back.","new york what we did was incredible:2,900 beds in a matter of days. what they've done is so incredible. and fema, what they've done. and the doctors and the professionals and all of the people that you see me with all the time. you know, these are great people, and they've really done a great job.","it's also why you fought so hard this spring, when covid struck, to secure paid sick leave for americans employed by small businesses and additional funding for child care providers helping millions and millions of americans remain employed and providing relief to small businesses across the country. this is going to ensure a faster and stronger recovery.","all of this incredible news is the result of historic actions my administration has taken working with our partners in congress to rescue the u.s. economy from a horrible event that was formed, took place in china, and came here. and they could have stopped it. they could have stopped it. nobody likes to write that, but they could have stopped it. they know it, and i know it.","we got $150 billion. the money that they're paying, other countries they weren't paying. we were paying for 100 percent of nato. and now other countries are putting up....they're putting up $150 billion a year. and it's going up to $400 billion.","we're dealing with many countries right now. many, many countries. and we're giving them whatever information we're able to glean.","the choices that twitter makes when it chooses to suppress, edit, blacklist, shadow, ban are editorial decisions, pure and simple. they're editorial decisions. in those moments, twitter ceases to be a neutral public platform, and they become an editor with a viewpoint. and i think we can say that about others also, whether you're looking at google, whether you're looking at facebook and perhaps others.","we figured out that it's much better to have it the old-fashioned way, right?","now that we have passed the peak in new cases, we're starting our life again, we're starting rejuvenation of our economy again, in a safe and structured and very responsible fashion.","by the end of the year, we'll have 400 plus, and we'll have it finished very shortly. fully financed, everything done, despite totally opp-we were totally opposed by the other party, as you know.","excuse me, we do say that and we use the act. and we've used it a number of times very powerfully. and a lot of times, we don't have to use it, because we say, we're going to use it if you don't do this or that.","by the way, was he tested? because he's about two feet away, i can't get away from him.","and now, it's a different kind of a campaign, but i think we'll do equally as well. but it can never be as happy, because of the death. economically, i think we're going to do as well or better, but all of the death all over the world, not just here. so, now 186 186 countries.","we have our military ready, willing and able if they ever want to call our military, but we can have troops in the ground very quickly if they ever want our military. they're using their national guard right now. the as you know, i guess, as you probably know, they have their national guard out. we can have our military there very quickly.","how has that been? how is the level of infection right now?","$1.3 billion for nothing. listen to this:i closed them, essentially. i said, we're not going to do business. they come and ask:how do we get out of this? i ask them for a lot of money. they pay $1.3 billion and other things, not just $1.3.and then the democrats say, oh, you could have gotten more. they didn't do it. do you understand?","so they're talking to who they think is a russian.","we had, as you know, the governor of louisiana in today and we told that story, which has been a really great story. and we had the governor of florida in yesterday. and that was a great story. these were just incredible what's been happening.","i am somebody that believes in faith. and it matters not what your faith is, but our politicians seem to treat different faiths very differently. and they seem to think and i don't know what happened with our country, but the christian faith is treated much differently than it was. and i think it's treated very unfairly.","look what happens when you disagree, you use a term that's perfect and they're not happy with it. they call you a racist, they call you a horrible person. they want to crush religious liberty. they don't want religion. silence, religious believers, indoctrinate your children with hateful and vicious lies about our country, subsidize late-term abortion, and after birth execution.","jackie krick, ceo and founder of ecu communications. jackie, please.","so, you you looked okay, but you still felt a shortness of breath.","if he deserves it, he should. if he has the playing ability, he was he started off great. and then, he didn't end up very great in terms of as a player. he he was terrific in his rookie year. i think he was very good in his second year, and then, something happened. so, his playing wasn't up to snuff.","and i view it very differently. but nobody has been tough on china like i am. and you know that. look under obama and biden, they got away with murder. this should have been... what i've been doing to china should have been done a long time ago. obama-biden never... they just came in and it was pillage. it was terrible.","we have a governor that doesn't want to open up the state....now, he's a democrat, and a lot of the democrats, for political reasons, don't want to open up their states.","tomorrow, america will celebrate a very important anniversary:the 245th birthday of the united states army. unrelated, going to be my birthday also. i don't know if that happened by accident. did that happen by accident, please? but it's a great day because of that army birthday.","billions and billions of dollars has already been sold, and when we open, we're going to be opening with a bang, and small businesses will be leading the charge. thank you very much.","and he'll do what's right. bill barr will do what's right, but what richard grenell has done for this country is incredible.","our people said, no, no, you need 4,000.maybe 5,000.anyway, we got him what we thought was right. they never needed all of them. in fact, they gave some to other people. but he didn't need 40-40,000,as opposed to 4,000 or 5,000.and it worked out great.","i don't think we should be changing the names and a lot of people agree. they were named after the civil war in some cases in order to bring people together, north and south.","the cupboards were bare. you've heard me say it a lot. when we came into this administration, those cupboards were bare.... under the previous administration, the stockpile was depleted and never fully refilled.","a friend of mine is darrell scott. and he's a great guy and he's got a tremendous heart. at the same time, he's a tough cookie. i think that's what maybe attracted me to him, unfortunately. i didn't get attracted to the good parts, but that's a good part, too.","and i'll tell you, i've been called by democrats that want to do this, and so i think you could possibly have a bipartisan situation. but we're fed up with it, and it's unfair, and it's been very unfair. and we'll see what happens.","what they did to this man they tormented him; they destroyed him. but he's going to come back like i say, he's going to come back bigger and better. but what they did to him, and i hear there's a lot of other stuff coming out if i believe everything i'm reading. because i like to stay out of it. i don't have to stay out of it at all. but i like to stay out of it.","and if we can help states, we're always going to help states.","your son is a great pilot. and i don't know if he could be could he be a could he be a thunderbird? i don't know.","so by opening up this 5,000 miles, you are just this is a treasure chest, huh?","i never saw anything like this. and you can't find that clip today.","well all i can say is happy mother's day. and i had a great mom. i love my mom, and she loved me, which isn't hard which is i must tell you, probably not easy to do, but she was so good to me. she was so good. i couldn't do any wrong, which is a big problem. maybe that's why i ended up the way i ended up. i don't know.","so i was hearing millions of people, and it would have been millions of people if we didn't shut down. now, would i shut it down again? no, because we understand it now much better. we didn't know anything about it, it was new, it was fresh.","we're working with the governors and we're working closely with the governors. the relationship has been very good. the vice president has had a lot of conversations over the last two weeks with either 50 or almost 50 governors on every conversation. and they've been really positive conversations.","we're working to ensure that the supplies are delivered where and when they're needed, and in some cases, we're telling governors we can't go there because we don't think you need it and we think someplace else needs it. and pretty much, so far, we've been right about that. and we'll continue to do it.","it's a very, very it's a very tough thing to have, very tough thing. you see that. i mean, you look at what's going on with the hospitals in new york and new jersey. i was i was watching a little while ago, and it's it's terrible, a terrible thing.","and we there was hasn't been one person that needed a ventilator that didn't get it, which is amazing. and now we're helping other countries, and we're stockpiling in case some tragedy like this happens again.","boltons book, which is getting terrible reviews, is a compilation of lies and made up stories, all intended to make me look bad. many of the ridiculous statements he attributes to me were never made, pure fiction. just trying to get even for firing him like the sick puppy he is!","i have done more for farmers and ranchers than any president in history, and it has been my honor in doing so!","great job being done by dr. nicole saphier on","sorry fake news, its all on tape. i banned china long before people spoke up.",". is to be seriously respected. he has long been considered one of the dumbest men in the world of journalism, and he became executive editor of the failing new york times. not easy to do. he has given up on figuring trump out. called it all wrong from the beginning, was forced to apologize (fake news!) after the seriously wrong call of the 2016 election, and is now willing to write anything, even if not truthful. he laughs at his boss, publisher a.g. sulzberger, and i laugh at them all. the is a total mess!","just out, highest ever approval rating overall in the new gallup poll, and shows'trump beating sleepy joe biden.'","congratulations to randy feenstra on your big win in the iowa republican primary. you will be a great congressman!","rather hard to believe that didn't know that the border wall is well under construction, fully financed, & already over 200 miles long? will soon be finished! they just reported that'it is something that dems are unlikely to budge on in this election year.'","sean parnell is a star. we need him in washington to drain the swamp!","probably just another phony times hit job, just like their failed russia hoax. who is their source?","i've had great'ratings'my whole life, theres nothing unusual about that for me. the white house news conference ratings are'through the roof'(monday night football, bachelor finale, but i don't care about that. i care about going around the fake news to the people!","i love seniors & protect preexisting cs.","yesterday was a bad day for the cuomo brothers. new york was lost to the looters, thugs, radical left, and all others forms of lowlife & scum. the governor refuses to accept my offer of a dominating national guard. nyc was ripped to pieces. likewise, fredos ratings are down 50%!","tremendous sincerity, what a guy. hard to believe, with this kind of political talent, his numbers would tank so badly in utah!","nyc is cutting police $s by one billion dollars, and yet the is going to paint a big, expensive, yellow black lives matter sign on fifth avenue, denigrating this luxury avenue. this will further antagonize new yorks finest, who love new york & vividly remember the horrible blm chant, pigs in a blanket, fry em like bacon. maybe our great police, who have been neutralized and scorned by a mayor who hates & disrespects them, wont let this symbol of hate be affixed to new yorks greatest street. spend this money fighting crime instead!","thank you to william perry pendley of the bureau of land management. great job on describing some of the most beautiful land in the world!","hire'debate questions to crooked hillary'fraud (and others who are even worse).","so the so-called hhs whistleblower was against hydroxychloroquine. then why did he make, and sign, an emergency use authorization? said,'he shared his concerns with a reporter.'in other words, he leaked. a dumb hit job on a grandstanding never trumper!","i have retained highly respected pollster, mclaughlin & associates, to analyze todays cnn poll (and others), which i felt were fake based on the incredible enthusiasm we are receiving. read analysis for yourself. this is the same thing they and others did when we defeated crooked hillary clinton in 2016.they are called suppression polls, and are put out to dampen enthusiasm. despite 3 12 years of phony witch hunts, we are winning, and will close it out on november 3rd!","on behalf of our entire nation, congratulations to the incredible west point class of 2020!","somebody please tell highly overrated colin powell that i will have gotten almost 300 federal judges approved (a record), two great supreme court justices, rebuilt our once depleted military, choice for vets, biggest ever tax & regulation cuts, saved healthcare & 2a, & much more!","congressman mark amodei ( is working hard for the incredible people of nevada! he is strong on immigration, taxes, job creation and he loves our military and vets. mark has my complete and total endorsement!","sleepy joes representatives have just put out an ad saying that i went to play golf (exercise) today. they think i should stay in the white house at all times. what they didn't say is that its the first time i've played golf in almost 3 months","why is it that china, for decades, and with a population much bigger than ours, is paying a tiny fraction of $s to the world health organization, the united nations and, worst of all, the world trade organization, where they are considered a so-called'developing country'and are therefore given massive advantages over the united states, and everyone else? prior to the plague floating in from china, our economy was blowing everybody away, the best of any country, ever. we will be there again, and soon!","fake must be taken back. these'journalists'got everything wrong. give them to the real journalists who got it right!","the do nothing democrats are spending much of their money on fake ads. i never said that the coronavirus is a'hoax', i said that the democrats, and the way they lied about it, are a hoax. also, it did start with'one person from china', and then grew, & will be a'miracle'end!","when are the fake journalists, who received unwarranted pulitzer prizes for russia, russia, russia, and the impeachment scam, going to turn in their tarnished awards so they can be given to the real journalists who got it right. i'll give you the names, there are plenty of them!","why didn't the i.g., who spent 8 years with the obama administration (did she report on the failed h1n1 swine flu debacle where 17,000 people died?), want to talk to the admirals, generals, v.p. & others in charge, before doing her report. another fake dossier!","cryin chuck schumer was on a late night show using a false talking point over & over again.'we don't have enough testing,'he would repeat, when he knows we have done a great job on testing, just like we have on ventilators and everything else.","america owes our very hard working food supply workers so much as they produce and deliver high quality food for us during this horrible covid-19.join me in thanking our farmers, ranchers, processors, distributors and stores!","texas to open businesses in phases beginning friday. great job being done by","is now interfering in the 2020 presidential election. they are saying my statement on mail-in ballots, which will lead to massive corruption and fraud, is incorrect, based on fact-checking by fake news cnn and the amazon washington post....","indiana is set to receive $100m in transit funds for the to connect people to jobs around the state and the chicago-area and help cut down on traffic. has worked very hard on this project!","wow. record growth in 2nd quarter! under corrupt joe biden and his massive tax and regulation increases, markets, and your 401ks, will plunge! expect a record 2021!","watch live:trump supporters descend on tulsa on eve of trump rally via thank you to all. see you tonight in tulsa!","i will immediately ask congress for more money to support small businesses under the if the allocated money runs out. so far, way ahead of schedule. & community banks are rocking!","i work from early in the morning until late at night, haven't left the white house in many months (except to launch hospital ship comfort) in order to take care of trade deals, military rebuilding etc., and then i read a phony story in the failing about my work schedule and eating habits, written by a third rate reporter who knows nothing about me. i will often be in the oval office late into the night & read & see that i am angrily eating a hamberger & diet coke in my bedroom. people with me are always stunned. anything to demean!","happy birthday to melania, our great first lady!","will be online tomorrow morning at 10:30am (eastern) watching from baptist in dallas, texas. you can join us at.","so ridiculous to see twitter trying to make the case that mail-in ballots are not subject to fraud. how stupid, there are examples, & cases, all over the place. our election process will become badly tainted & a laughingstock all over the world.","because it was obamagate, and he and sleepy joe led the charge. the most corrupt administration in u.s. history!","true, except to the fake news media and a former president who didnt have a clue!","absentee ballots are fine. a person has to go through a process to get and use them. mail-in voting, on the other hand, will lead to the most corrupt election is usa history. bad things happen with mail-ins. just look at special election in patterson, n.j. 19% of ballots a fraud!","looting leads to shooting, and thats why a man was shot and killed in minneapolis on wednesday night-or look at what just happened in louisville with 7 people shot. i don't want this to happen, and thats what the expression put out last night means. it was spoken as a fact, not as a statement.","the biggest political crime in american history, by far!","first the fake news media said that its not fair for the president of the united states to be giving news conferences, but it is the only way i can reach the american people, as seen in the below poll.","it's a political witch hunt, it just continues. it's been from before i got here when obama and biden and everybody else was spying on my campaign illegally they were illegally spying on my campaign. and it's a very grave crime. it's the biggest political crime in the history of our country.","so now the fake news is tracing the coronavirus origins back to europe, not china. this is a first! i wonder where the failing new york times got for this one? are there any named sources? they were recently thrown out of china like dogs, and obviously want back in. sad!","nobody briefed or told me, pence, or chief of staff about the so-called attacks on our troops in afghanistan by russians, as reported through an'anonymous source'by the fake news everybody is denying it & there have not been many attacks on us.....","could it be even remotely possible that in roger goodells rather interesting statement of peace and reconciliation, he was intimating that it would now be o.k. for the players to kneel, or not to stand, for the national anthem, thereby disrespecting our country & our flag?","there is no way (zero!) that mail-in ballots will be anything less than substantially fraudulent. mail boxes will be robbed, ballots will be forged & even illegally printed out & fraudulently signed.","there is no way (zero!) that mail-in ballots will be anything less than substantially fraudulent. mail boxes will be robbed, ballots will be forged & even illegally printed out & fraudulently signed. the governor of california is sending ballots to millions of people, anyone living in the state, no matter who they are or how they got there, will get one. that will be followed up with professionals telling all of these people, many of whom have never even thought of voting before, how, and for whom, to vote. this will be a rigged election. no way!","our country has just suffered through the greatest political crime in its history. the massive abuse of fisa was a big part of it!","'this is a flat out lie. they (the media) are making things up'the lamestream media is out of control. it would be impossible to fully explain how dishonest they are!","intelligence has just reported to me that i was correct, and that they did not bring up the coronavirus subject matter until late into january, just prior to my banning china from the u.s. also, they only spoke of the virus in a very non-threatening, or matter of fact, manner.","if i ever said something so mortifyingly stupid, the fake news media would come down on me with a vengeance. this is beyond a normal mistake. why isn't the media reporting it?","thank you to all of my great keyboard warriors. you are better, and far more brilliant, than anyone on madison avenue (ad agencies). there is nobody like you!","fbi & doj had no evidence to start an investigation against president trump.'these are people with subversive actions and outright lies. they doctored documents.'now proven conclusively that this was the political crime of the century!","biden was constantly... vacationing, relaxing & making shady deals with other countries, & that barack was always playing golf, doing much of his traveling in a fume spewing 747 to play golf in hawaii-once even teeing off immediately after announcing the gruesome death of a great young man by isis!","mike has my complete & total endorsement. we need him badly in washington. a great fighter pilot & hero, & a brilliant annapolis grad, mike will never let you down. mail in ballots, & check that they are counted!","the paycheck protection program is now available! business guidance & loan resources:","wisconsin, please get out now and vote for tom tiffany for congress. a great guy!","senator mitch mcconnell ( always delivers for the people of kentucky, who will hopefully re-elect their powerful senate majority leader. mitch has helped us make america great again, and has my complete and total endorsement!","the supreme court sends case back to lower court, arguments to continue. this is all a political prosecution. i won the mueller witch hunt, and others, and now i have to keep fighting in a politically corrupt new york. not fair to this presidency or administration!","happy birthday to the great cindy adams of the new york post. cindy is 90,but looks 39 to me. she is going strong!","courts in the past have given'broad deference'. but not me!","floridians will get $10m grant from for i-4 to improve technology to provide travelers with better information and important messages in real time! will make getting back to work easier. great work","i have done more than any president in history in first 3 1/2 years!","we've done a great job on covid response, making all governors look good, some fantastic (and thats ok), but the lamestream media doesn't want to go with that narrative, and the do nothing dems talking point is to say only bad about'trump'. i made everybody look good, but me!","who else gave the less than elite (we are the elite. we know how to win!) 260 great new federal judges, 2 scjs, low taxes, biggest ever reg. cuts, rebuilt military, choice, saved 2a & much more? not sleepy joe!","just spoke to president juan orlando hernandez of the republic of honduras. we work closely together on the southern border. will be helping him with his request for ventilators and testing.","happy birthday to three time olympian and five term congressman,","just spoke to my friend, president joko widodo of the republic of indonesia. asking for ventilators, which we will provide. great cooperation between us!","i will be signing my executive order prohibiting immigration into our country today. in the meantime, even without this order, our southern border, aided substantially by the 170 miles of new border wall & 27,000 mexican soldiers, is very tight-including for human trafficking!","if i wasn't constantly harassed for three years by fake and illegal investigations, russia, russia, russia, and the impeachment hoax, id be up by 25 points on sleepy joe and the do nothing democrats. very unfair, but it is what it is!!!","i just signed the paycheck protection program flexibility act to further improve our very popular and successful program to help small businesses. thank you to our great republican senators!","'trump'is leading in all swing states. heavily biased democrat poll, just like 2016.biggest'enthusiasm'lead ever!","the wall street journal always'forgets'to mention that the ratings for the white house press briefings are'through the roof'(monday night football, bachelor finale, according to & is only way for me to escape the fake news & get my views across. wsj is fake news!","this is the letter sent to dr. tedros of the world health organization. it is self-explanatory!","we are having very productive calls with the leaders of every sector of the economy who are all-in on getting america back to work, and soon. more to come!","interesting? by congress not wanting the special 5 minute testing apparatus, they are saying that they are not'essential'. in any event, we have great testing capacity, and have performed 6.5 million tests, which is more than every country in the world, combined!","congressman guy reschenthaler ( is doing tremendous work for the people of pennsylvania! a navy veteran, guy strongly supports our vets, borders, and always votes to uphold the rule of law. guy has my complete and total endorsement!","i have wanted to take care of daca recipients better than the do nothing democrats, but for two years they refused to negotiate-they have abandoned daca. based on the decision the dems can't make daca citizens. they gained nothing!","cases, cases, cases! if we didnt test so much and so successfully, we would have very few cases. if you test 40,000,000 people, you are going to have many cases that, without the testing (like other countries), would not show up every night on the fake evening news.","wishing a happy passover to those celebrating in the united states, israel, and around the world!","i was honored to be in wisconsin today, on the edge of beautiful lake michigan, with the legendary workers of marinette marine!","sleepy joe biden (mostly his reps.) went crazy when i banned, in late january, people coming in from china. he called me'xenophobic'& then went equally'nuts'when we let in 44,000 people-until he was told they were american citizens coming home. he later apologized!","'i don't see any indication that there were any white supremest groups mixing in. this is an antifa organization. it seems that the first time we saw it in a major way was occupy wall street. its the same mindset.'true!","i am proud to announce the san francisco bay area will receive over $700m in federal funds to support continued operations and support workers at intl airport and for transit on & this money will aid in economic recovery!","the greatest political crime in usa history!","today people started losing their jobs because of crazy nancy pelosi, cryin chuck schumer, and the radical left, do nothing democrats, who should immediately come back to washington and approve legislation to help families in america. end your endless vacation!","cuomos been calling daily, even hourly, begging for everything, most of which should have been the states responsibility, such as new hospitals, beds, ventilators, etc. i got it all done for him, and everyone else, and now he seems to want independence! that won't happen!","so now the fake news is tracing the coronavirus origins back to europe, not china. this is a first! i wonder what the failing new york times got for this one? are there any named sources? they were recently thrown out of china like dogs, and obviously want back in. sad!","sorry to inform the do nothing democrats, but i am getting very good internal polling numbers. just like 2016,the polls are fake! the polls are a joke! do you think they will apologize to me & their subscribers again when i win? people want law, order & safety!","just landed in pennsylvania, see everyone soon!","i built the greatest economy in the world, the best the u.s. has ever had. i am doing it again!","95% approval rating of president trump in the republican party. i would imagine the 5% are the rinos and stupid people who dont want to see great judges & supreme court justices, a new & powerful military, choice for vets, 2a protection, big regulationcuts, life, & much more!","sleepy joes representatives have just put out an ad saying that i went to play golf (exercise) today. they think i should stay in the white house at all times. what they didnt say is that its the first time ive played golf in almost 3 months, that biden was constantly vacationing, relaxing & making shady deals with other countries, & that barack was always playing golf, doing much of his traveling in a fume spewing 747 to play golf in hawaii-once even teeing off immediately after announcing the gruesome death of a great young man by isis!","first thing the anarchists did upon taking over seattle was'build a wall'. see, i was ahead of our times!","big 4th of july air show soon coming down the east coast. get ready to look up to the sky. check local listings!","you know what i'm talking about very well. he's in no condition to do it, and everybody knows it. and he's china's dream.","we're also joined by secretary of the interior david bernhardt and a very good friend of mine, former governor paul lepage. paul, thank you very much for being here. you did a great job running this state i can tell you that.","well, we're going to be talking about that in phase four, as you know, which will start very shortly. and that has to do with infrastructure hopefully infrastructure, because this country needs infrastructure.","they did something because if you look, they had very little outbreak, although now they seem to have an outbreak in beijing, which is interesting, as of yesterday. but everybody knew they had it. i acted very early. i closed our country to china. by the way, bolton disagreed. he thought we shouldn't do it, okay?","in early march, my administration advised all nursing homes to suspend all medically unnecessary visits to help slow the spread and protect our seniors, and especially in our nursing homes. they are they're having a hard time in those nursing homes. we took action to step up enforcement of infectious disease standards at nursing homes all across america.","which tells me one thing, that kids are much stronger than us. when you see a little kid running around, say, boy, oh, boy, do you have a great immune system. how about a piece of your immune system? they don't even know about this. let's open the schools, please, open. open the schools.","other countries are calling to find out what are we doing and how do you do it. and we're helping them. we're dealing with a lot of countries, helping them on testing, just like we did on the ventilators.","every day, we're building up and building it up very rapidly, and deploying it. but we do get orders from some of the states where we don't think they need it. we try and get it for them what they want anyway.","the dedication of the men and women here today will also help our military accomplish one of my top national security priorities:rebuilding a 355-ship navy. as i told you, it went way down. very sad.","i think the fourth quarter is going to be really, really good, kevin. we were talking about that before. you maybe will say something. and we're going to be in a transition quarter next quarter, the third quarter. and i think we'll do very, very nicely there, from an economic standpoint.","no, because i think a lot of people cheat with mail-in voting. i think people should vote with id voter id. i think voter id is very important. and the reason they don't want voter id is because they intend to cheat.","so through the public-private partnerships and deregulation, the federal government has already made immense testing capabilities available, but some states need to take action to fully utilize it. to date, the united states has conducted millions more tests than any other country. you can add them all up and they don't catch us. and our numbers are doubling almost on a certainly on a monthly basis, but almost on a weekly basis. we're moving very rapidly, far at a number nobody thought possible.","yeah. yeah. they've done a we've worked very well together with with republican governors and with democrat governors.","we think that you know, we have a good a good amount ready to move. i mean, literally, like an army, they're ready to move to any hotspot. but some of the ones that you're talking about always a nasty question from cnn but some of the ones.","you know, they call themselves associates. see, in the old days, they'd say they were the boss. now they're associates. they're very smart. i say, oh, that's very smart. but they've done a great job as associates. you're all associates.","let's also express our appreciation to general curtis buzzard, general cindy jebb, and all of the wonderful instructors, coaches, and faculty members who are continuing west point's two-century tradition of unrivaled excellence.","but i will tell you, we're working very hard on this problem, and i think we've made a tremendous amount of progress. i even noticed your number:20.twenty is different than twenty-four. you know what that means:each day. hard to believe. each day. but 20 is a big difference, and we're getting it way down. and with some of the treatments that we're talking about, i think it'll go a lot lower than that.","but we speak a lot on the phone. but i'm in the white house. mike is at his office, but he's, you know, pretty much away from people.","so it's going to be picking up, and the energy business will be strong. but they cut back. it could be 20 million barrels, but it's, let's say, 15.that was between russia and saudi arabia.","and it is an essential service and we want to get our churches back open. everything, we've had such support from, and the churches have supported, but it is an essential service. when you look at some of the things that they consider an essential service, but they don't consider religious freedom, essential service?","for example, many believe that proper training might have prevented the tragic deaths of antwon rose and botham jean. as part of this new credentialing process, chokeholds will be banned, except if an officer's life is at risk.","well, one of the alternatives we can think about, steve and just in sitting here watching we could buy you know, the united states is the largest user of oil. we could buy oil at a great price into the future. that gives them the infusion they need, and we have oil at a great price into the future. so that's something i'd like you to think about.","but if you look at europe, most countries have done this. a couple tried not to. italy tried not to, and they held it. and spain tried not to; they went that way. france tried not to. i mean, nobody wants to do this. it's a brutal step. we're going to close down your country. who ever heard of a thing like this?","if you're weak and don't dominate your streets, they're you going to stay with you until you finally do it and you don't want that. philadelphia, you've got to toughen up because what's going on in philadelphia like new york is terrible, it's terrible. you've got to toughen up and they're going to leave.","so, we're starting up. and it's going to be very, very strong. we're very close to a vaccine. even with it without it, but i will tell you, we're very close to a vaccine. and we're very close to therapeutics, really good therapeutics. and but even without that i don't even like to talk about that, because it's fading away.","we have a political group, too. a lot of great politicians. well, some are great; some aren't so great. but i put them on anyway. you know, we want to have a sampling of everybody. so, we have a lot of talent.","he says, no. i had no evidence. no. there's no evidence about trump. i saw that two days ago or yesterday. there's no evidence whatsoever. so here's a guy that's purely lying, but you have to understand there's a big difference when he's under oath, under criminal prosecution. now, he's lied under oath already.","cms is finalizing new guidelines for doctors and patients to resume elective surgeries. it's a big thing. a lot of hospitals were closed. they couldn't do any elective surgeries. they'll be able to start doing that. procedures and medical care that needs to be done in person as long as the rate of infections remains low in a community, we want patients to be able to go to the doctors, get clinically tested, and have work done, surgeries, receive treatment for chronic conditions, and resume preventative care. so we'll be allowing that to happen very soon.","it was the men and women of honeywell who built the periscopes, mortar sites, and autopilot systems that powered american warriors as they battled the forces of tyranny and fought to victory in the second world war.","many other states are in very fine shape, they're doing very well. but we have some areas that looked like we were going to escape, that they were going to escape, and all of a sudden it became hot like florida, like california, like a couple of others. but i think you're going to see with all of the things that we're doing, and with all of the therapeutics that are coming out, and then ultimately the vaccine, we're going to be in very good shape very soon.","yeah, we're looking very much and reliant very much on the local areas, the governors. and that's been the way it has been for me, maybe not for everybody. but for me, that's the way it's been at the beginning and from the beginning.","and we're really, i'm very happy the governors have been the governors, really, have been doing a really good job working with us, and it's it's, really, pretty impressive to see. i've spoken to numerous leaders of countries over the last 48 hours, and they are saying we're leading the way. we're really leading the way in so many different ways.","yeah, we want to protect our healthcare workers, and that's one of the other reasons we're doing this.","it's going to be an amazing year.","and i think we really sort of started right over here. we got a call very early on from bill and the group. and this is incredible what's happened and what you've done.","got a lot of good options, jeff. beauties. i might like it even more.","and we won't be closing the country again. we won't be have to do that. but, at the beginning, i tell you, if we didn't do what we did we made all the right moves, sean. we would have lost anywhere from probably 1.5,minimum now, you have to understand that's 10 times what we're talking about now, 10 times.","they weren't paying up, and now many of them are. some of them still don't pay like they should. they're delinquent. you know that word? they're delinquent. no other president pressed them to pay; i pressed them to pay. and the people at nato are very happy with me, i will tell you.","i thought before i went any further though, i'd like to have general semonite, who has done an incredible job, tell you where we are. you know we're still building beds and hospitals for people that need them. i guess the hospital business generally is getting pretty much closed out now, but we're we're creating a lot of space for people, just in case. and in some cases, they probably will be using them.","we embrace the noble vision of reverend martin luther king jr. and believe that people should not be judged based on the color of their skin, but the content of their character.","our senior citizens have spent their entire lives working hard, supporting their communities and families, and paying into the system. we will not rest until they get the kind of care and support that they have earned and that they deserve.","they were going crazy. it was like throwing a rock at a hornets'nest. had i not fired him, i probably wouldn't be speaking to you right now other than maybe i'd be talking to you about the private sector because i'd be in the private sector had i not because this was a takeover. this was the takedown of a duly elected president of the united states.","you did a great piece on him, but they had a big party. and it was a different time.","that's great. thank you, ben. boy, that was pretty good. standing o for ben. he's used to that. he's used to it. great job, ben. he's done a fantastic job at hud, i have to tell you that.","well, i like the idea of payroll tax cuts. i've liked that from the beginning. that was the thing that i really would love to see happen. a lot of economists would agree with me. a lot of people agree with me. and i think, frankly, it's simple. it's not the big distribution, and it would really be an incentive for people to come back to work and for employers to hire. the double tax on the company and also on the person, that's what i like. and something like that could happen.","our supply chain logistics task force, led by admiral john polowczyk, who's doing a fantastic job, will ensure they're distributed to the healthcare and critical infrastructure workers in the areas with the most pressing requirements. that's the 60 million masks that we're talking about and the hundred and 180 million n95 masks. a hundred and eighty million. who ever heard of 180 million masks?","when you have something like this happen, you really you look at it, and you just say, how does a thing like that happen? because it just seems so bad to watch.","saving jobs in plus you don't want to lose the big companies. i mean, they're making great product. they're selling the product all over, but you know, like the airlines, we had to bail out the airlines a rough business, but a very important business for our country. but the job numbers came back and you saw them, uh, announced a week ago, the highest number ever announced and nobody got it. wall street that 119 analysts, not one analyst predicted it right, which makes me feel good.","new business applications have doubled since late march. that's a number that is not even thinkable to achieve this early into a pandemic. the latest ism manufacturing report rose 10 percentage points, with new orders jumping a remarkable 25 percentage points all a record.","so, do very well. say hello to the people of maine. they're great people. they were very nice to me, i'll tell you that. and i appreciate it very much, but i know you appreciate it much more than i do because you're getting a lot more than i am. okay? so good luck everybody.","i don't even like to talk about that, because it's fading away. it's going to fade away.","forty-five days ago, many of you joined me in the rose garden to launch a new partnership with the private sector to dramatically increase and accelerate america's capacity to test for the coronavirus. we've made such strides, like it wouldn't even be you wouldn't even believe it.","do you think you made a mistake there? no, i don't think so. i don't think so. i said:explain that one. so, the terrible, terrible thing that he did. but he broke the law, very simple, i mean, as much as it's going to be broken. this is highly classified. that's the highest stage. it's highly classified information.","you know, today is a very interesting day because it's my first day out. and doug reminded me of something. i didn't do it for that reason, but you said, this the first place you stopped when you ran, when i ran for something that turned out to be a very successful run. and we had tremendous crowds remember? at the convention center in phoenix. and it was pretty incredible. and i didn't do it for that reason, interestingly, but here we are. and it was great that you reminded us of that fact.","jared really led that charge. incredible. brilliantly. he may be my son-in-law, but he is a brilliant person, as they all understand. and they took that and they also now they're working on testing, and testing is coming along at a level that nobody thought even possible. we've now done more tests than anybody in the world by far.","but, you do anyway, even if you're not invited. and you see what's going on. every governor there's not been one patient in this entire massive country and we didn't have ventilators when we started. the cupboards were empty. the previous administration left us empty cupboards. there isn't one patient, not one, that needed a ventilator that didn't get one.","well, i know a lot about economists.","so they just closed it? they said you can't fish? but let me guess:other countries do, right? huh? they do.","this pandemic has reaffirmed the importance of keeping vital supply chains at home. we cannot outsource our independence. we cannot be reliant on foreign nations. i've been saying this for a long time. if we've learned one thing it's:let's do it here, let's build it here, let's make it here. we've got the greatest country in the world. we've got to start bringing our supply chains back.","we support the courageous men and women of law enforcement. we will never abolish our police or our great second amendment, which gives us the right to keep and bear arms.","he's a good he's a good man, too. for a long time we're known him.","so we wish governor cuomo and all of the people in new york great. and, new jersey, your governor is doing a great job. he's doing a great job in new jersey. they got hit very hard.","but from a country standpoint and an inflation standpoint, you don't have inflation, you don't have problems. no, we have a strong dollar. and right now it's good to have a strong dollar.","thank you very much. i appreciate it. great job. he gave me a little education on potatoes. that's interesting. i wonder if the media enjoyed that. i don't think so, but that's okay.","our founders launched not only a revolution in government, but a revolution in the pursuit of justice, equality, liberty, and prosperity. no nation has done more to advance the human condition than the united states of america. and no people have done more to promote human progress than the citizens of our great nation.","well, thank you, dan. and thank you for all of the great things you've said. you are a warrior. there aren't too many warriors out there. you are one of them. top of the list.","well, thank you very much. great to be here. beautiful runway. a little warmer than i'm used to, but that's okay, doug, right? we have a i was just given a beautiful picture of the wall. that's before and after. and that's quite a difference:one area you walk over, you drive over, you do whatever you want, and other one you say, well, i guess we don't get in. here's another one just given. that's great. that's a different section. pretty amazing.","detroit has been hit very hard. so there are some places that are hit very hard, and other places have not been hit very hard, frankly i mean, by comparison, very little. so we're looking at two concepts. we're looking at the concept we open up sections and we're also looking at the concept where you open up everything.","well, i've done it already. i've thrown it at yankee stadium. i've thrown it at boston. i've thrown it in chicago before i was even president. i don't care about throwing the first. the first pitch doesn't mean anything to me. what does mean something to me is getting sports back. so you know, i've done the throw out the first pitch many times.","please, jerome. we picked a good one. we got it right.","and we're safely reopening our country, and very importantly, we're safely reopening our schools. we want the schools to be open and going in the fall. and most of them, i think, are looking at it that way. it's very important. we're finding out that learning by computer is not as good as learning in the classroom or learning on the campus. and i think you're finding that too. we want to learn in the classroom. so, our schools we want them open in the fall.","and i spoke with angela merkel today. i spoke with prime minister abe of japan. i spoke with many of the leaders over the last four or five days. and so many of them, almost all of them i would say all of them; not everybody would want to admit it but they all view us as the world leader, and they're following us.","but they had their own difficulties. they everybody has certain difficulties. they had difficulties, and they had safety difficulties also.","vaccines are moving quickly into phase one and phase two trials, and trials of dozens of therapies and cures are underway. and we're making tremendous strides with therapies, cures, and vaccines. i think we're way ahead of schedule.","1.8 billion. and 150 billion. actually, i was more impressed with 1.8 billion in cash, if you want to know the truth. so it was one of those things.","so we've learned a good lesson. i think a lot of smart people knew that before. but we've distributed many hundreds of millions of masks.","vice president of naho-navajo nation, myron liz-lizer. and and, by the way, we appreciate it very much. and you know there is two ways of saying that name. they told me outside, but i always think of it as lezer. so how do you like it? how do you like it?","i am pleased to report that yesterday, federal agents arrested the suspected ringleader of the attack on the statue of andrew jackson in washington, d.c. and, in addition, hundreds more have been arrested.","the opportunity zones with senator tim scott has been fantastic and by the way it is one of the great unknowns because the opportunity zones you don't talk about it, it is one of the most incredible success stories ever in terms of the inner cities and in terms of black and hispanic and asian unemployment opportunity zones, you ought to do some stories about opportunity zones.","that's a terrible thing what they did. and what they've done to people, like general flynn and like others, is disgraceful. is disgraceful.","i have to say, the corps of engineers, what they can do is just incredible. they've done a fantastic job and they're building, nationwide, 21 temporary hospitals and care facilities, adding 17,000 hospital beds. and they did that all within a very short period of time. it's incredible what they've done. army corps of engineers. and fema has been fantastic.","so, kayleigh where is kayleigh? where is kayleigh? where is kayleigh? where is our kayleigh? what a job she's done our press secretary. where is she?","now multiply that times 10.it would have been unacceptable. and that's the lowest number possible. it probably would have been times 20 or maybe 25.so we did the right thing.","thank you very much, asa. and you've done a great job. you both have done a really great job, and it's been an honor to work with both of you. thank you very much. that was really terrific.","i see general kellogg; he's one of our great generals. he's done a fantastic job for me, and he's doing some very important things for me right now. so, general, thank you very much. really fantastic job.","there are a lot of things that go into a decision like that. and it's going to be it's going to be based on a lot of facts and a lot of instinct, also. whether we like it or not, there is a certain instinct to it. but we have to get our country back. people want to get back. they want to get back to work.","i did. i heard from a number of governors that said they're in very good shape. i also heard not only from the call, but i heard from some of the governors previous and i think you'll have some very good things to report over the next few days about states opening up.","so what i'm saying then, john, is we're going to replace obamacare with great healthcare at a lesser price, and preexisting conditions will be included and you won't have the individual mandate which was expensive and terrible and very unfair to everybody, and it was very unpopular.","you have some governors most of whom i have great respect for they're working very hard. they're watching very closely. but we've given leeway to the governors to make those decisions.","they are pushing absolutely as fast you know, this isn't something like, let's build machines or let's this is a very delicate balance. but we're pushing very, very hard on remdesivir.","but check with him, call him, the president of honduras a really nice guy. i just left him just on the phone. you know what they needed? ventilators. he said, can you give? i said, we can help you, because we're making we're going to have a hundred and we're going to have 110,000 made in a very short period of time. and they've been making them by the thousands.","i said i'll have three and any amount they want. i didn't say i want more.","well, i always knew that pandemics are one of the worst things that could happen. there's been nothing like this since probably 1917.that was the big one in europe. it started actually here and went to europe. probably. i've heard about","okay. and you know how many people when i used the ban how many cases of virus were in the united states when i issued the ban? do you know the number?","as dr. birx has been advising our governors for weeks, we continue to have an excess testing capacity of 1 million tests per week available for use. and our capabilities are growing every single day, especially with the new tests that are coming onto the market rapidly.","and you'll see more and more things come out i think because like i know how it works. you don't have clapper and brennan who sleaze and a guy like comey who's a sick man.","i haven't been able to play golf for a while i've been very busy and i think it's just one of those things. but we're getting back to normal we're going to be back at some point to to do bigger and better and stronger. but all of the deaths and all of the destruction that you've seen caused so needlessly came out of a location that should have we should have known, we should have been told maybe it could have been stopped but we weren't told so it's really a sad thing but it's a beautiful thing that you're doing today.","so let me, let me so i you would say, worse than that i said one person, one time. and it's true. there was a time when we had one person in this country. we knew about it. we worked on it. but we have one person, it mushroomed, thee 15 people, mushroomed. other people were coming in, also from europe.","we're here today to provide an update on the unprecedented testing capacity developed by the united states the most advanced and robust testing system anywhere in the world, by far. this afternoon, i'll also announce new steps that we're taking to make tests even more widely available.","thank you very much. you know, when we first came, there was a thing called the caravan. and you'd have caravans, you'd have these massive amounts of people coming up, and they'd be coming from sometimes honduras or guatemala, el salvador, other countries. they'd come through those countries sometimes, but thousands and thousands of people. i guess the largest one we saw was maybe 15,000.that's a lot of people.","nobody in 50 years has been weaker on china than sleepy joe biden. he was asleep at the wheel. he gave them everything they wanted, including rip-off trade deals. i am getting it all back!","minneapolis city council unanimously approves proposal to disband police. the democrats would do this all over the u.s. it would be a disaster for safety & security!","congresswoman carol miller ( is a tremendous advocate for the people of west virginia! she fights for our coal miners, the second amendment and for lower taxes. carol has my complete and total endorsement!","sleepy joe biden refuses to leave his basement sanctuary and tell his radical left bosses that they are heading in the wrong direction. tell them to get out of seattle now. liberal governor is looking the fool. law & order!","tony fauci has nothing to do with nfl football. they are planning a very safe and controlled opening. however, if they dont stand for our national anthem and our great american flag, i wont be watching!!!","actually, a great book by a great and highly respected historian, doug wead!","im proud to commit $40.9m in funding to milwaukees east-west bus rapid transit project. bringing modern transit to the regions most critical corridor and spur millions in economic development. love wisconsin!","sleepy joe has been in politics for 40 years, and did nothing. now he pretends to have the answers. he doesnt even know the questions. weakness will never beat anarchists, looters or thugs, and joe has been politically weak all of his life. law & order!","i thought this letter from respected retired marine and super star lawyer, john dowd, would be of interest to the american people. read it!","on national former prisoner of war recognition day, we honor the more than 500,000 american warriors captured while protecting our way of life. we pay tribute to these patriots for their unwavering and unrelenting spirit!","hopefully our country will soon mend. we are all missing our wonderful rallies, and many other things!","cant see aoc plus 3 supporting sleepy joe!","cases, numbers and deaths are going down all over the country!","barr:mail-in ballots absolutely opens the floodgates to fraud this will be the election disaster of our time. mail-in ballots will lead to a rigged election!","the only reason the u.s. has reported one million cases of coronavirus is that our testing is sooo much better than any other country in the world. other countries are way behind us in testing, and therefore show far fewer cases!","we need our great david perdue ( in the senate to drain the swamp & make america great again! his radical liberal opponent, jon ossoff (who we beat in 2017), supports lawless sanctuary cities, wants to raise your taxes, & weaken our great military. he is a puppet of schumer and pelosi. david is strong on crime, our military, vets, low taxes and will protect your at all times. he is a great senator and has my complete and total endorsement. vote for david perdue on november 3rd, a big day for us all!","there has never been, in the history of our country, a more vicious or hostile lamestream media than there is right now, even in the midst of a national emergency, the invisible enemy!","these were the people that trashed seattle years ago. whos paying for these people. i was appalled that 13 of joe bidens staff were donating money to bail people out in minneapolis. they should have stayed in jail until this is over (and beyond).","it is ashame that congress doesnt do something about the lowlifes that burn the american flag. it should be stopped, and now!","im proud to propose a $6.8m award to from to complete the last phase of the merrimac bridge rehabilitation more efficient and lower cost rail car travel over lake wisconsin!","congressman greg pence ( is doing a phenomenal job for indiana. his brother, our great vice president mike pence, and i need greg to help us keep our country safe and fight for our agenda. greg has my complete & total endorsement!","i am proud to announce that the united states will donate ventilators to our friends in india. we stand with india and during this pandemic. were also cooperating on vaccine development. together we will beat the invisible enemy!","corrupt joe biden and the democrats dont want to open schools in the fall for political reasons, not for health reasons! they think it will help them in november. wrong, the people get it!","radical left governor and the mayor of seattle are being taunted and played at a level that our great country has never seen before. take back your city now. if you dont do it, i will. this is not a game. these ugly anarchists must be stooped immediately. move fast!","just watched mike wallace wannabe, chris wallace, on i am now convinced that he is even worse than sleepy eyes chuck todd of meet the press(please!), or the people over at deface the nation. what the hell is happening to its a whole new ballgame over there!","more fake news, this time from jimmy kimmels last place show!","a great man for washington! will drain the swamp!","chris is a great winner and fighter for new york. he will never let you down! strong on crime, military, our vets, reducing taxes, regulations, and importantly, our vote on june 23rd. chris has my complete and total endorsement!","joe bidens handling of the h1n1 swine flu was a complete and total disaster. even polls on the matter were terrible!","thank you to the people of colorado for the warm and gracious notes and letters sent to me for all of the ventilators we got for you. it was my great honor!","no contest. steve blows him away. so important for montana. ill be there to help steve win big!!!",". has my complete & total endorsement. she is a great fighter & ally in north carolina. lynda is strong on crime, borders, military, our great vets & 2a. she will be a great help to me in dc. we need lynda to help drain the swamp! vote early!","many complaints coming in about maine. i love that state, won maine 2-dont make the cure worse than the problem itself. that can happen, you know!","senator jim inhofe ( delivers for the state of oklahoma! a u.s. army veteran, he fights hard for our military, vets, small businesses, and our terrific farmers. jim has my complete and total endorsement!","an amazing guy. burgess is what we need in washington, tough and smart!!!","im excited to commit $100m to fl in funding to connect fast-growing communities through state-of-the-art transit service! fast, safe, and beautiful infrastructure!","i am allocating $2.96 billion in emergency solutions grants to support homeless americans and those at risk of becoming homeless because of job or wage loss, or illness due to covid-19.we are taking care of our nations most vulnerable citizens. thanks","i will be delivering brief remarks from the rose garden at 6:30 p.m. eastern to update on the federal response.","a blow to her head? body found under his desk? left congress suddenly? big topic of discussion in florida...and, hes a nut job (with bad ratings). keep digging, use forensic geniuses!","big win in texas on mail-in ballots!",". fbi went rogue in pursuit of trump","probably the only thing barack obama & i have in common is that we both had the honor of firing jim mattis, the worlds most overrated general. i asked for his letter of resignation, & felt great about it. his nickname was chaos, which i didn't like, & changed to mad dog... his primary strength was not military, but rather personal public relations. i gave him a new life, things to do, and battles to win, but he seldom brought home the bacon. i didn't like his leadership style or much else about him, and many others agree. glad he is gone!","newly released documents show schiff knew all along there was no proof of russia-trump collusion. wall street journal","the white house press conference will take place today at 1:00 p.m., recognizing that it is good friday!","congressman dan meuser ( is a tremendous advocate for pennsylvania! dan loves our military, vets and the second amendment a real supporter of our agenda. dan has my complete and total endorsement!","almost one million people request tickets for the saturday night rally in tulsa, oklahoma!","wow, bernie is unwilling to give up his delegates, and wants more of them! whats that all about?","congressman joe wilson is a champion for the people of south carolina! he served our country as a colonel in the army, and now he serves our military & vets in congress. strong on the and border security! joe has my complete & total endorsement!",". a key coronavirus model is now predicting far fewer deaths than the number shown in earlier models. thats because the american people are doing a great job. social distancing etc. keep going!","nervous nancy is an inherently dumb person. she wasted all of her time on the impeachment hoax. she will be overthrown, either by inside or out, just like her last time as speaker. wallace & are on a bad path, watch!","we are getting the commercial fishing industry in maine back on track (will be better than ever) after suffering years of stupidity and abuse from the previous administration. already got 5000 square miles back and available to fish. china & e.u. told to drop their tariffs now!!!","this is why its not really the lamestream media, its the rigged media....and it is what i'm up against. it was corrupt in 2016.now it is much more corrupt, and what you are seeing is the least of it....but we will win again!","totally inappropriate-and it was me who shattered 100% of the isis caliphate. i was left a mess!","seattles chop is just the latest example of liberal (democrat) cities caving to lawlessness.","big crowds and lines already forming in tulsa. my campaign hasnt started yet. it starts on saturday night in oklahoma!","usa will be bigger and stronger than ever before!","the people that know me and know the history of our country say that i am the hardest working president in history. i don't know about that, but i am a hard worker and have probably gotten more done in the first 3 1/2 years than any president in history. the fake news hates it!","senator from colorado is a great senator who always fights for the people of his state. he protects your loves our vets and military, and cares deeply about our beautiful public lands. cory has my complete and total endorsement!","sleepy joe bidens people are so radical left that they are working to get the anarchists out of jail, and probably more. joe doesnt know anything about it, he is clueless, but they will be the real power, not joe. they will be calling the shots! big tax increases for all, plus!","i am so stunned. ive never seen numbers like this and ive been doing this for 30 years! steve m.","joe bidens record can be summed up as 4 decades of betrayal, calamity and failure he never did anything!","congressman kevin hern ( is a tremendous advocate for the state of oklahoma! a successful businessman, he is strong on the wall, our military and the second amendment. kevin has my complete and total endorsement!","chris jacobs ( will be a tremendous congressman who will always fight for new york. he is strong on the border, our military and vets, and the second amendment. chris has my complete and total endorsement! vote for chris on june 23!","biden/obama were a disaster in handling the h1n1 swine flu. polling at the time showed disastrous approval numbers. 17,000 people died unnecessarily and through incompetence! also, dont forget their 5 billion dollar obamacare website that should have cost close to nothing!","interesting guy. bolton is really dumb. true, and he broke the law!","pres. obama destroyed the lobster and fishing industry in maine. now its back, bigger and better than anyone ever thought possible. enjoy your lobstering and fishing! make lots of money!","china virus mortality rate is among the lowest of any country.","our testing is the best in the world, by far!","sleepy eyes chuck todd should be fired by concast (nbc) for this fraud. he knew exactly what he was doing. public airwaves = fake news!","we are learning much about the invisible enemy. it is tough and smart, but we are tougher and smarter!","poll:trump better than biden on economic growth, 55% to 34%. thats all? who are the 34%?",". is grossly incompetent, and in no way qualified to be running an important city like washington, d.c. if the great men and women of the national guard didnt step forward, she would have looked no better than her counterpart mayor in minneapolis!","the wall street journal editorial board doesnt have a clue on how to fight and win. their views on tariffs & trade are losers for the u.s., but winners for other countries, including china. if we followed their standards, wed have no country left. they should love sleepy joe!","you see, these loser types don't care about 252 new federal judges, 2 great supreme court justices, a rebuilt military, a protected 2nd amendment, biggest ever tax & regulation cuts, and much more.","congressman is a tremendous fighter for the great state of ohio! he is tough on crime, our border, second amendment, and helps us combat illegal drugs! david has my complete and total endorsement!","chris jacobs ( will be a tremendous congressman who will always fight for new york. he is strong on the border, our military and vets, and the second amendment. chris has my complete and total endorsement! vote for chris on june 23!","i cant stand back & watch this happen to a great american city, minneapolis. a total lack of leadership. either the very weak radical left mayor, jacob frey, get his act together and bring the city under control, or i will send in the national guard & get the job done right these thugs are dishonoring the memory of george floyd, and i wont let that happen. just spoke to governor tim walz and told him that the military is with him all the way. any difficulty and we will assume control but, when the looting starts, the shooting starts. thank you!","radical left governor and the mayor of seattle are being taunted and played at a level that our great country has never seen before. take back your city now. if you dont do it, i will. this is not a game. these ugly anarchists must be stopped immediately. move fast!","the democrats dont want to approve more money for our great workers under the incredibly successful paycheck plan. replenish account now!","congressman russ fulcher ( is an incredible representative for the people of idaho! he fully supports the border wall, life, our vets and the second amendment. russ has my complete and total endorsement!","just departed the for the great state of michigan!","the silent majority is stronger than ever!!!","wow! 96% approval rating in the republican party (and i believe this was before the'great'jobs numbers yesterday). thank you!","matt is a champion for the great state of new hampshire! he was a winner in my administration and he will always put america first. strong on our military, vets, low taxes and the second amendment. matt has my complete and total endorsement! we need him in washington now!",". is just a poor mans lapdog for at&t!","we are doing far more, and better, testing than any other country in the world, and yet the media does nothing but complain. no matter how good a job is done, the same as with the ventilators, they will never say we are doing a great job, they will only viciously gripe!","there will never be an autonomous zone in washington, d.c., as long as im your president. if they try they will be met with serious force!","riot gear or military control is not necessary because antifa & other wacko groups of anarchists arent present to cause trouble. incredible people. thank you maine!","the great state of wisconsin, home to tom tiffanys big congressional victory on tuesday, was just given another win. its democrat governor was forced by the courts to let the state open. the people want to get on with their lives. the place is bustling!","change hearts not stones. there is no end to historical purification. great historian doug wead",". dems say president trump is trying to open the united states economy too quickly, but, if i took even a little more time, they would loudly chant that i am moving too slowly. just political talking points for them. for me its about lives & the future of our country!","colin powell, a real stiff who was very responsible for getting us into the disastrous middle east wars, just announced he will be voting for another stiff, sleepy joe biden. didnt powell say that iraq had weapons of mass destruction? they didnt, but off we went to war!","i will never let our post office fail. it has been mismanaged for years, especially since the advent of the internet and modern-day technology. the people that work there are great, and were going to keep them happy, healthy, and well!","relief is on the way to utah! im proud to send $187.18m in cares act funding to this money will keep people moving and support a swift and smooth economic recovery for the great people of utah!","'its a trap because they want to tank the economy and make everything look trrrible so they can make president trump look bad in november. they want trump to have to send in troops so it looks bad for him.'dave rubin, author of'don't burn this book.'","wisconsin, get out and vote now for justice daniel kelly. protect your 2nd amendment!","we are testing more than any country in the world.","just like i was right on ventilators (our country is now the king of ventilators, other countries are calling asking for help-we will!), i am right on testing. governors must be able to step up and get the job done. we will be with you all the way!","congressman dusty johnson ( is a phenomenal advocate for the people of south dakota! he helped us deliver usmca for our farmers, and he is strong on the border and our second amendment. dusty has my complete and total endorsement!","retired ice director tom homan knows more about the border and border security than anyone. hes a tough guy, but a good guy-and as smart as they come. his new book, defend the border and save lives:solving our most important humanitarian and security crisis is a must read for anybody looking for u.s. security and protection. go get it now and make tom a top best seller he deserves 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Please select another class.`;\\n null_set_warn_div.visible = true;\\n var local_metrics_dynamic = `\\n ${local_metrics_static_open}\\n <div class=\\"bn-val grid-data\\"></div>\\n <div class=\\"pc-val grid-data\\"></div>\\n <div class=\\"ba-val grid-data\\"></div>\\n <div class=\\"pap-val grid-data\\"></div>\\n <div class=\\"pan-val grid-data\\"></div>\\n <div class=\\"prp-val grid-data\\"></div>\\n <div class=\\"prn-val grid-data\\"></div>\\n </div>`\\n} else {\\n null_set_warn_div.visible = false;\\n var selected_index = stmt_view.indices[0];\\n var selected_stmt = stmttable_cds.data['statement_text'][selected_index];\\n word_import_div.text = stmttable_cds.data['pred_exp_attr_tups'][selected_index][1];\\n var local_metrics_dynamic = `\\n ${local_metrics_static_open}\\n <div class=\\"bn-val grid-data\\">${stmttable_cds.data['bucket_type'][selected_index]}</div>\\n <div class=\\"pc-val grid-data\\">${stmttable_cds.data['conf_percentile'][selected_index]}</div>\\n <div class=\\"ba-val grid-data\\">${(stmttable_cds.data['bucket_acc'][selected_index]*100).toFixed(1)}%</div>\\n <div class=\\"pap-val grid-data\\">${(stmttable_cds.data['pos_pred_acc'][selected_index]*100).toFixed(1)}%</div>\\n <div class=\\"pan-val grid-data\\">${(stmttable_cds.data['neg_pred_acc'][selected_index]*100).toFixed(1)}%</div>\\n <div class=\\"prp-val grid-data\\">${stmttable_cds.data['pos_pred_ratio'][selected_index].toFixed(2)}</div>\\n <div class=\\"prn-val grid-data\\">${stmttable_cds.data['neg_pred_ratio'][selected_index].toFixed(2)}</div>\\n </div>`;\\n local_metrics_div.text = local_metrics_dynamic;\\n}\\n"},"id":"1013","type":"CustomJS"},{"attributes":{"css_classes":["box"],"margin":[0,5,5,0],"max_width":550,"text":"\\n <div class=\\"local-metric-grid-container\\">\\n <div class=\\"bucket-level-ttl local_title\\">Confidence Bucket-Level Metrics<sup id=\\"a1\\" class=\\"small\\"><a href=\\"#f1\\">[1] </a></sup></div>\\n <div class=\\"bucket-name metric-label\\">Bucket</div>\\n <div class=\\"bucket-acc metric-label\\">Tot. 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index 5b340ca..db24a4f 100644
--- a/docs/_includes/bokeh_viz/stmt_table_tag.html
+++ b/docs/_includes/bokeh_viz/stmt_table_tag.html
@@ -1,2 +1,2 @@
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diff --git a/docs/_includes/bokeh_viz/temporal_tabs_tags.html b/docs/_includes/bokeh_viz/temporal_tabs_tags.html
index 8b21de3..0cbf9c5 100644
--- a/docs/_includes/bokeh_viz/temporal_tabs_tags.html
+++ b/docs/_includes/bokeh_viz/temporal_tabs_tags.html
@@ -1,2 +1,2 @@
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diff --git a/docs/_includes/bokeh_viz/word_importance_tag.html b/docs/_includes/bokeh_viz/word_importance_tag.html
index 680f648..108d21b 100644
--- a/docs/_includes/bokeh_viz/word_importance_tag.html
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diff --git a/docs/_layouts/default.html b/docs/_layouts/default.html
index dd623c2..a3846bf 100644
--- a/docs/_layouts/default.html
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@@ -66,10 +66,6 @@
{{ content }}